Factor analyses

Raw Data

Item MR1
liwc_Authentic_member 0.70
oob_self_disclosure_member 0.66
oob_empathy_member 0.64
liwc_Analytic_coach −0.63
t_12_Fillers_member −0.59
t_12_Fillers_coach −0.57
liwc_ipron_coach 0.56
liwc_Dic_coach 0.54
liwc_i_member 0.53
liwc_verb_coach 0.53
liwc_Dic_member 0.52
liwc_auxverb_coach 0.51
liwc_adverb_coach 0.50
liwc_Clout_member −0.48
liwc_prep_member 0.48
tl_yes_member −0.47
t_2_Technical_Discussion_member −0.47
t_2_Technical_Discussion_coach −0.45
liwc_prep_coach 0.43
liwc_verb_member 0.43
liwc_polite_member −0.41
liwc_politic_coach −0.41
oob_perseverance_member 0.41
tl_yes_coach −0.41
liwc_Analytic_member −0.40
liwc_auxverb_member 0.39
liwc_adverb_member 0.39
liwc_ethnicity_coach −0.38
liwc_conj_member 0.38
liwc_focuspresent_coach 0.38
tl_nonfluencies_member −0.38
liwc_feeling_member 0.38
liwc_insight_coach 0.37
liwc_WPS_member 0.36
liwc_conj_coach 0.36
oob_hedging_coach 0.35
t_14_Personal_opinions_and_observations_member 0.35
liwc_tentat_coach 0.35
tl_nonfluencies_coach −0.35
liwc_you_coach 0.35
oob_intrinsic_motivation_member 0.34
liwc_ipron_member 0.33
liwc_allnone_member −0.33
liwc_Authentic_coach 0.32
liwc_want_coach 0.32
liwc_relig_coach −0.31
liwc_insight_member 0.31
t_19_yeah_okay_mhm_member −0.31
t_42_Worries_and_concerns_member 0.31
trans_end_question_coach 0.30
liwc_differ_member 0.30
oob_empathy_coach 0.30
liwc_polite_coach −0.29
liwc_comm_member −0.29
oob_hedging_member 0.29
liwc_politic_member −0.29
t_18_Professional_coaching_and_therapy_coach 0.29
liwc_WPS_coach 0.28
liwc_Clout_coach 0.28
liwc_power_member −0.28
t_14_Personal_opinions_and_observations_coach 0.28
liwc_feeling_coach 0.28
liwc_tentat_member 0.27
t_29_Stress_Management_member 0.27
liwc_we_member −0.26
oob_goal_member 0.26
t_6_Goal_Setting_and_Motivation_member 0.26
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.26
t_3_Value_coach 0.25
liwc_ethnicity_member −0.25
oob_neutral_member −0.25
liwc_want_member 0.25
liwc_male_coach −0.25
liwc_WC_member 0.25
liwc_tech_coach −0.25
liwc_affiliation_member −0.25
oob_absolutist_member 0.24
trans_pause_member 0.23
liwc_curiosity_coach 0.23
t_18_Professional_coaching_and_therapy_member 0.23
t_44_Perspective_and_curiosity_coach 0.23
t_28_Sales_and_Marketing_coach −0.22
oob_joy_member 0.22
oob_self_disclosure_coach 0.21
oob_humor_member 0.21
liwc_number_coach −0.21
oob_absolutist_coach 0.21
liwc_focuspresent_member 0.21
liwc_adj_coach −0.21
liwc_article_coach −0.20
liwc_visual_member −0.20
oob_fear_member 0.20
liwc_focuspast_member 0.20
t_6_Goal_Setting_and_Motivation_coach 0.20
oob_intrinsic_motivation_coach 0.20
liwc_prosocial_member −0.20
liwc_tech_member −0.20
liwc_certitude_member 0.20
liwc_conflict_coach −0.20
liwc_power_coach −0.20
oob_formality_member 0.20
t_28_Sales_and_Marketing_member −0.19
liwc_allnone_coach −0.19
liwc_discrep_coach 0.19
liwc_money_coach −0.19
liwc_adj_member −0.19
t_33_Understanding_and_Knowing_coach 0.19
liwc_achieve_member 0.19
liwc_shehe_coach −0.19
t_29_Stress_Management_coach 0.19
liwc_emo_anx_member 0.18
t_37_Setting_and_Achieving_Goals_coach 0.18
liwc_focusfuture_coach 0.18
liwc_negate_coach −0.18
liwc_certitude_coach 0.18
liwc_sexual_member −0.18
trans_delta_coach −0.18
liwc_time_member 0.18
t_44_Perspective_and_curiosity_member 0.18
trans_questions_coach 0.18
liwc_leisure_coach −0.18
trans_overlap_member −0.18
liwc_substances_coach −0.18
oob_goal_coach 0.18
liwc_allure_member 0.18
liwc_we_coach 0.17
oob_sadness_member 0.17
t_41_Discussion/Conversation_with_boss_or_clients_member −0.17
trans_pause_coach 0.17
oob_humor_coach 0.17
t_49_Self_judgment_member 0.16
liwc_time_coach 0.16
liwc_filler_member −0.16
liwc_space_coach 0.16
liwc_conflict_member −0.16
liwc_death_member −0.16
t_42_Worries_and_concerns_coach 0.16
t_40_Job_Search_and_Career_Development_member 0.16
liwc_death_coach −0.16
t_8_Authenticity_and_Self_Confidence_coach 0.16
t_46_Coaching_and_training_programs_member −0.16
liwc_emo_pos_member 0.16
t_32_Communication_style_member −0.16
t_33_Understanding_and_Knowing_member 0.16
liwc_quantity_member 0.16
liwc_female_coach −0.16
liwc_article_member −0.15
liwc_discrep_member 0.15
t_49_Self_judgment_coach 0.15
liwc_you_member −0.15
liwc_male_member −0.15
liwc_attention_coach 0.15
liwc_motion_coach 0.15
liwc_acquire_coach 0.15
oob_checking_understanding_coach 0.15
trans_backchannel_count_member 0.14
liwc_cause_member 0.14
t_37_Setting_and_Achieving_Goals_member 0.14
liwc_swear_coach −0.14
t_8_Authenticity_and_Self_Confidence_member 0.14
liwc_auditory_member −0.14
oob_surprise_member −0.14
oob_learning_member 0.14
t_22_Envisioning_coach 0.14
liwc_BigWords_member −0.14
t_32_Communication_style_coach −0.14
t_3_Value_member 0.14
liwc_differ_coach 0.14
t_27_Casual_language_member 0.14
oob_joy_coach 0.14
liwc_lack_member 0.13
t_23_Reflecting_and_Appreciation_coach 0.13
t_36_Friendship_and_Relationships_member 0.13
liwc_swear_member −0.13
liwc_allure_coach 0.13
liwc_work_coach −0.13
t_19_yeah_okay_mhm_coach −0.13
t_45_Positive_affirmations_and_greetings_member −0.13
liwc_reward_coach 0.13
t_4_Communication_and_Understanding_coach 0.13
liwc_cause_coach 0.12
oob_disgust_coach −0.12
liwc_acquire_member 0.12
oob_sadness_coach −0.12
t_1_Team_Management_and_Leadership_coach −0.12
oob_teamwork_coach 0.12
liwc_negate_member −0.12
t_4_Communication_and_Understanding_member −0.12
trans_delta_member −0.12
oob_similarity_member 0.12
liwc_money_member −0.11
liwc_affiliation_coach 0.11
liwc_number_member −0.11
liwc_they_coach −0.11
oob_similarity_coach 0.11
liwc_WC_coach 0.11
t_46_Coaching_and_training_programs_coach −0.10
oob_demonstrate_understanding_member −0.10
liwc_achieve_coach 0.10
liwc_they_member −0.10
liwc_comm_coach −0.10
t_1_Team_Management_and_Leadership_member −0.10
t_20_Personal_development_and_self_help_coach 0.10
liwc_BigWords_coach −0.10
liwc_mental_member 0.10
t_7_Excitement_and_Anticipation_member 0.10
liwc_i_coach 0.10
liwc_curiosity_member 0.09
liwc_tone_neg_coach −0.09
t_5_Book_Recommendations_member −0.09
liwc_space_member 0.09
t_20_Personal_development_and_self_help_member 0.09
t_22_Envisioning_member 0.09
liwc_substances_member −0.09
tl_family_coach −0.09
t_7_Excitement_and_Anticipation_coach 0.09
liwc_fulfill_coach 0.09
t_13_Back_and_forth_coach −0.09
t_31_Asking_and_Answering_Questions_coach 0.09
t_5_Book_Recommendations_coach −0.08
liwc_relig_member −0.08
liwc_tone_neg_member 0.08
liwc_risk_coach −0.08
liwc_memory_member −0.08
liwc_emo_anx_coach 0.08
t_38_Travel_and_Vacation_coach −0.08
oob_learning_coach 0.08
oob_perseverance_coach 0.08
liwc_shehe_member −0.08
t_25_Hiring_and_Human_Resources_coach −0.08
t_43_Education/Teaching/School_member 0.07
liwc_emo_pos_coach 0.07
oob_prosocial_member 0.07
liwc_mental_coach 0.07
t_34_Prioritizing_and_Getting_Things_Done_member 0.07
liwc_lack_coach 0.07
oob_anger_coach −0.07
liwc_emo_anger_coach −0.07
liwc_motion_member 0.07
tl_food_coach −0.07
liwc_fatigue_coach −0.07
liwc_need_member 0.07
t_35_Thinking_and_Sorting_coach 0.07
t_9_Moving_and_Living_in_California_member 0.07
liwc_friend_member 0.07
t_21_Personal_and_Professional_Development_member −0.06
t_38_Travel_and_Vacation_member −0.06
t_17_Anxiety_and_Music_coach 0.06
liwc_wellness_member 0.06
liwc_leisure_member −0.06
t_17_Anxiety_and_Music_member 0.06
t_10_Sleep_and_Wellness_Routines_member 0.06
t_35_Thinking_and_Sorting_member 0.06
t_50_Thinking_and_reflection_coach 0.06
t_34_Prioritizing_and_Getting_Things_Done_coach 0.06
t_27_Casual_language_coach 0.06
liwc_emo_sad_member 0.06
t_26_Entrepreneurship_and_Business_member 0.05
liwc_fatigue_member 0.05
liwc_tone_pos_coach 0.05
t_15_Frustration_and_Emotions_member 0.05
tl_family_member 0.05
t_24_Finance_and_Money_Management_coach −0.05
liwc_illness_member 0.05
oob_formality_coach 0.05
liwc_filler_coach −0.05
liwc_auditory_coach −0.05
liwc_reward_member 0.05
t_21_Personal_and_Professional_Development_coach −0.04
liwc_focusfuture_member 0.04
oob_leadership_coach −0.04
liwc_moral_coach −0.04
liwc_female_member −0.04
liwc_tone_pos_member −0.04
liwc_risk_member −0.04
t_39_Social_Media_and_Networking_coach −0.04
t_16_Time_Management_and_Scheduling_member 0.04
tl_food_member −0.04
trans_backchannel_count_coach −0.03
oob_teamwork_member 0.03
liwc_moral_member −0.03
oob_disgust_member 0.03
liwc_home_coach −0.03
t_36_Friendship_and_Relationships_coach 0.03
t_13_Back_and_forth_member −0.03
t_23_Reflecting_and_Appreciation_member −0.03
liwc_work_member −0.03
trans_overlap_coach 0.03
t_25_Hiring_and_Human_Resources_member −0.03
t_24_Finance_and_Money_Management_member 0.02
oob_prosocial_coach 0.02
t_31_Asking_and_Answering_Questions_member −0.02
t_15_Frustration_and_Emotions_coach −0.02
liwc_quantity_coach 0.02
liwc_sexual_coach −0.02
t_10_Sleep_and_Wellness_Routines_coach 0.02
liwc_illness_coach −0.02
oob_fear_coach 0.02
oob_leadership_member −0.02
oob_checking_understanding_member 0.02
t_9_Moving_and_Living_in_California_coach −0.02
t_45_Positive_affirmations_and_greetings_coach 0.02
liwc_wellness_coach 0.02
t_43_Education/Teaching/School_coach −0.01
liwc_friend_coach −0.01
oob_surprise_coach −0.01
oob_anger_member 0.01
liwc_emo_anger_member 0.01
t_39_Social_Media_and_Networking_member −0.01
trans_end_question_member 0.01
liwc_memory_coach −0.01
trans_questions_member 0.01
t_16_Time_Management_and_Scheduling_coach 0.01
oob_neutral_coach 0.01
liwc_prosocial_coach 0.01
liwc_fulfill_member 0.01
liwc_visual_coach 0.01
oob_demonstrate_understanding_coach −0.01
liwc_attention_member 0.00
liwc_home_member 0.00
t_40_Job_Search_and_Career_Development_coach 0.00
liwc_need_coach 0.00
t_50_Thinking_and_reflection_member 0.00
liwc_focuspast_coach 0.00
liwc_emo_sad_coach 0.00
t_26_Entrepreneurship_and_Business_coach 0.00
SS loadings 15.44
Proportion Var 0.05
Item MR1 MR2
liwc_Authentic_member 0.69 −0.11
oob_self_disclosure_member 0.66 −0.09
liwc_Analytic_coach −0.65 −0.11
oob_empathy_member 0.64 0.02
t_12_Fillers_member −0.58 0.14
liwc_ipron_coach 0.57 0.03
t_12_Fillers_coach −0.56 0.12
liwc_i_member 0.56 0.20
liwc_verb_coach 0.56 0.22
liwc_Dic_coach 0.55 0.07
liwc_Dic_member 0.54 0.15
liwc_auxverb_coach 0.53 0.19
liwc_adverb_coach 0.49 −0.13
liwc_Clout_member −0.49 −0.02
t_2_Technical_Discussion_member −0.47 0.01
liwc_verb_member 0.46 0.36
tl_yes_member −0.45 0.18
liwc_prep_member 0.45 −0.30
t_2_Technical_Discussion_coach −0.45 −0.01
liwc_Analytic_member −0.44 −0.35
liwc_auxverb_member 0.42 0.28
liwc_politic_coach −0.41 −0.03
oob_perseverance_member 0.41 0.02
liwc_focuspresent_coach 0.41 0.26
liwc_prep_coach 0.41 −0.33
liwc_polite_member −0.40 0.20
tl_yes_coach −0.39 0.18
liwc_adverb_member 0.39 −0.08
liwc_feeling_member 0.39 0.06
liwc_ethnicity_coach −0.38 0.09
liwc_conj_member 0.38 −0.10
tl_nonfluencies_member −0.38 0.08
liwc_insight_coach 0.36 −0.14
liwc_you_coach 0.36 0.10
t_14_Personal_opinions_and_observations_member 0.35 0.00
oob_hedging_coach 0.35 −0.03
tl_nonfluencies_coach −0.34 0.07
liwc_conj_coach 0.34 −0.21
liwc_WPS_member 0.34 −0.32
liwc_tentat_coach 0.34 −0.20
liwc_ipron_member 0.33 −0.01
oob_intrinsic_motivation_member 0.33 −0.15
t_42_Worries_and_concerns_member 0.32 0.19
liwc_want_coach 0.32 −0.05
liwc_Authentic_coach 0.31 −0.17
liwc_power_member −0.31 −0.31
liwc_differ_member 0.31 0.03
oob_empathy_coach 0.30 0.02
liwc_relig_coach −0.30 0.19
liwc_insight_member 0.30 −0.15
t_19_yeah_okay_mhm_member −0.30 0.12
liwc_feeling_coach 0.30 0.21
trans_end_question_coach 0.30 −0.10
liwc_politic_member −0.29 −0.04
t_29_Stress_Management_member 0.29 0.18
liwc_Clout_coach 0.28 −0.04
oob_hedging_member 0.28 −0.12
t_14_Personal_opinions_and_observations_coach 0.28 0.03
liwc_polite_coach −0.28 0.17
liwc_comm_member −0.27 0.22
t_18_Professional_coaching_and_therapy_coach 0.27 −0.24
liwc_we_member −0.26 0.00
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.25 0.03
liwc_want_member 0.25 −0.01
liwc_affiliation_member −0.25 −0.02
liwc_WC_member 0.25 0.00
liwc_tech_coach −0.25 0.02
liwc_ethnicity_member −0.25 0.10
t_3_Value_coach 0.24 −0.13
t_6_Goal_Setting_and_Motivation_member 0.24 −0.16
oob_absolutist_member 0.24 0.05
trans_pause_member 0.24 0.05
t_28_Sales_and_Marketing_coach −0.24 −0.20
oob_fear_member 0.22 0.18
liwc_curiosity_coach 0.22 −0.19
t_18_Professional_coaching_and_therapy_member 0.22 −0.18
t_44_Perspective_and_curiosity_coach 0.22 −0.11
liwc_prosocial_member −0.21 −0.15
liwc_number_coach −0.21 0.01
oob_absolutist_coach 0.21 −0.01
liwc_focuspast_member 0.21 0.07
liwc_visual_member −0.21 −0.03
liwc_adj_coach −0.21 0.03
liwc_discrep_coach 0.20 0.12
liwc_tech_member −0.20 −0.02
liwc_adj_member −0.20 −0.11
oob_self_disclosure_coach 0.20 −0.18
liwc_money_coach −0.20 −0.09
trans_delta_coach −0.20 −0.17
t_6_Goal_Setting_and_Motivation_coach 0.20 −0.04
oob_intrinsic_motivation_coach 0.19 −0.07
liwc_focusfuture_coach 0.19 0.07
liwc_certitude_member 0.19 −0.13
liwc_time_member 0.19 0.08
t_33_Understanding_and_Knowing_coach 0.18 −0.07
trans_pause_coach 0.18 0.13
t_37_Setting_and_Achieving_Goals_coach 0.18 −0.05
liwc_certitude_coach 0.18 −0.04
trans_overlap_member −0.17 0.05
liwc_sexual_member −0.17 0.09
trans_questions_coach 0.17 −0.07
t_46_Coaching_and_training_programs_member −0.17 −0.12
liwc_we_coach 0.17 −0.03
t_8_Authenticity_and_Self_Confidence_coach 0.17 0.09
t_41_Discussion/Conversation_with_boss_or_clients_member −0.17 0.02
liwc_substances_coach −0.17 0.12
t_32_Communication_style_member −0.17 −0.07
liwc_time_coach 0.17 0.01
liwc_leisure_coach −0.17 0.16
t_33_Understanding_and_Knowing_member 0.16 0.03
liwc_discrep_member 0.16 0.11
liwc_filler_member −0.15 0.12
liwc_emo_pos_member 0.15 −0.08
liwc_death_coach −0.15 0.11
liwc_acquire_coach 0.15 0.05
t_8_Authenticity_and_Self_Confidence_member 0.15 0.10
liwc_cause_member 0.15 0.04
liwc_motion_coach 0.15 0.00
oob_checking_understanding_coach 0.15 0.01
trans_backchannel_count_member 0.15 0.00
t_32_Communication_style_coach −0.14 −0.06
liwc_lack_member 0.14 0.06
liwc_differ_coach 0.14 0.01
liwc_acquire_member 0.13 0.11
oob_joy_coach 0.13 −0.09
liwc_cause_coach 0.13 0.03
trans_delta_member −0.12 −0.06
oob_similarity_member 0.12 −0.01
liwc_they_coach −0.12 −0.07
liwc_number_member −0.11 0.00
liwc_affiliation_coach 0.11 −0.07
oob_similarity_coach 0.11 −0.01
oob_demonstrate_understanding_member −0.10 0.00
liwc_they_member −0.10 0.00
liwc_comm_coach −0.10 0.06
t_5_Book_Recommendations_member −0.09 −0.01
liwc_fulfill_coach 0.09 0.01
t_5_Book_Recommendations_coach −0.09 −0.04
oob_perseverance_coach 0.08 0.06
oob_prosocial_member 0.08 0.08
t_31_Asking_and_Answering_Questions_coach 0.08 −0.06
t_25_Hiring_and_Human_Resources_coach −0.08 −0.04
liwc_lack_coach 0.08 0.05
liwc_emo_pos_coach 0.08 0.02
t_34_Prioritizing_and_Getting_Things_Done_member 0.08 0.01
t_43_Education/Teaching/School_member 0.07 −0.04
t_34_Prioritizing_and_Getting_Things_Done_coach 0.06 0.01
oob_formality_coach 0.04 −0.04
t_39_Social_Media_and_Networking_coach −0.04 −0.01
trans_overlap_coach 0.03 0.02
t_31_Asking_and_Answering_Questions_member −0.02 0.02
oob_checking_understanding_member 0.02 0.01
t_43_Education/Teaching/School_coach −0.02 −0.02
trans_end_question_member 0.01 −0.01
oob_humor_member 0.17 −0.61
oob_humor_coach 0.12 −0.55
oob_disgust_member 0.08 0.53
liwc_work_member −0.07 −0.52
liwc_tone_neg_member 0.13 0.52
liwc_negate_member −0.08 0.51
liwc_BigWords_member −0.18 −0.49
oob_neutral_coach −0.03 −0.48
liwc_tone_neg_coach −0.05 0.45
liwc_work_coach −0.17 −0.45
oob_disgust_coach −0.09 0.45
t_27_Casual_language_member 0.18 0.44
liwc_achieve_member 0.15 −0.44
liwc_negate_coach −0.15 0.43
oob_anger_coach −0.04 0.42
oob_anger_member 0.05 0.42
oob_neutral_member −0.29 −0.40
liwc_BigWords_coach −0.13 −0.37
liwc_shehe_member −0.05 0.37
liwc_power_coach −0.23 −0.37
oob_goal_member 0.23 −0.36
liwc_WPS_coach 0.26 −0.36
liwc_allnone_member −0.30 0.36
t_13_Back_and_forth_member 0.00 0.35
oob_sadness_coach −0.09 0.35
liwc_article_member −0.19 −0.35
t_27_Casual_language_coach 0.09 0.35
t_15_Frustration_and_Emotions_coach 0.01 0.34
t_40_Job_Search_and_Career_Development_member 0.13 −0.34
liwc_achieve_coach 0.08 −0.33
liwc_reward_member 0.02 −0.33
t_45_Positive_affirmations_and_greetings_coach 0.05 0.33
liwc_female_member −0.01 0.33
liwc_focuspresent_member 0.24 0.33
t_15_Frustration_and_Emotions_member 0.08 0.32
t_1_Team_Management_and_Leadership_member −0.13 −0.32
tl_family_member 0.08 0.32
liwc_emo_anger_member 0.04 0.32
liwc_male_member −0.12 0.32
tl_family_coach −0.06 0.32
oob_leadership_member −0.05 −0.31
liwc_curiosity_member 0.07 −0.31
t_49_Self_judgment_coach 0.18 0.31
t_21_Personal_and_Professional_Development_member −0.09 −0.31
liwc_tentat_member 0.25 −0.31
t_44_Perspective_and_curiosity_member 0.15 −0.30
oob_teamwork_coach 0.09 −0.30
t_21_Personal_and_Professional_Development_coach −0.07 −0.30
t_45_Positive_affirmations_and_greetings_member −0.10 0.30
oob_teamwork_member 0.01 −0.29
t_42_Worries_and_concerns_coach 0.19 0.29
liwc_shehe_coach −0.16 0.29
t_28_Sales_and_Marketing_member −0.22 −0.28
oob_learning_member 0.11 −0.28
liwc_emo_anx_coach 0.11 0.28
t_13_Back_and_forth_coach −0.06 0.28
t_7_Excitement_and_Anticipation_member 0.07 −0.28
liwc_allnone_coach −0.17 0.27
oob_fear_coach 0.04 0.27
liwc_reward_coach 0.10 −0.27
t_49_Self_judgment_member 0.19 0.27
liwc_space_member 0.07 −0.27
liwc_female_coach −0.13 0.27
liwc_quantity_member 0.13 −0.26
liwc_swear_member −0.11 0.26
t_23_Reflecting_and_Appreciation_member −0.05 −0.26
liwc_space_coach 0.14 −0.26
liwc_focusfuture_member 0.07 0.26
liwc_emo_sad_member 0.08 0.26
t_36_Friendship_and_Relationships_member 0.16 0.25
liwc_article_coach −0.23 −0.25
t_29_Stress_Management_coach 0.21 0.25
liwc_conflict_member −0.14 0.25
liwc_male_coach −0.23 0.25
t_1_Team_Management_and_Leadership_coach −0.14 −0.25
t_36_Friendship_and_Relationships_coach 0.05 0.24
t_3_Value_member 0.12 −0.24
liwc_emo_anx_member 0.21 0.24
oob_leadership_coach −0.06 −0.24
oob_goal_coach 0.16 −0.24
liwc_allure_member 0.20 0.24
t_26_Entrepreneurship_and_Business_member 0.03 −0.24
liwc_auditory_member −0.12 0.23
t_17_Anxiety_and_Music_coach 0.09 0.23
t_50_Thinking_and_reflection_member −0.02 −0.23
liwc_relig_member −0.06 0.23
oob_sadness_member 0.19 0.23
liwc_allure_coach 0.15 0.23
liwc_emo_anger_coach −0.05 0.23
liwc_auditory_coach −0.03 0.22
liwc_moral_member −0.01 0.22
liwc_emo_sad_coach 0.02 0.22
oob_joy_member 0.20 −0.21
t_7_Excitement_and_Anticipation_coach 0.07 −0.21
liwc_conflict_coach −0.18 0.21
liwc_need_member 0.09 0.21
liwc_fatigue_member 0.07 0.21
liwc_home_member 0.01 0.21
t_40_Job_Search_and_Career_Development_coach −0.01 −0.21
t_4_Communication_and_Understanding_coach 0.14 0.20
liwc_swear_coach −0.13 0.20
liwc_attention_coach 0.13 −0.20
oob_formality_member 0.18 −0.19
liwc_memory_member −0.07 0.19
tl_food_member −0.02 0.19
t_19_yeah_okay_mhm_coach −0.12 0.19
liwc_death_member −0.15 0.19
t_10_Sleep_and_Wellness_Routines_member 0.08 0.18
t_17_Anxiety_and_Music_member 0.08 0.18
liwc_leisure_member −0.05 0.18
t_35_Thinking_and_Sorting_member 0.04 −0.17
liwc_memory_coach 0.00 0.17
liwc_substances_member −0.07 0.17
tl_food_coach −0.05 0.17
liwc_money_member −0.13 −0.17
t_23_Reflecting_and_Appreciation_coach 0.12 −0.17
liwc_tone_pos_member −0.05 −0.16
liwc_moral_coach −0.03 0.16
liwc_attention_member −0.01 −0.16
t_22_Envisioning_member 0.08 −0.16
liwc_illness_member 0.06 0.16
liwc_home_coach −0.02 0.16
t_46_Coaching_and_training_programs_coach −0.12 −0.15
t_26_Entrepreneurship_and_Business_coach −0.01 −0.15
oob_learning_coach 0.07 −0.15
oob_surprise_member −0.13 0.15
t_37_Setting_and_Achieving_Goals_member 0.13 −0.15
liwc_you_member −0.14 0.15
liwc_friend_coach 0.00 0.15
t_10_Sleep_and_Wellness_Routines_coach 0.03 0.15
liwc_mental_member 0.11 0.14
oob_surprise_coach 0.00 0.14
t_22_Envisioning_coach 0.13 −0.14
liwc_wellness_coach 0.03 0.14
t_38_Travel_and_Vacation_coach −0.07 0.13
t_4_Communication_and_Understanding_member −0.11 0.13
liwc_friend_member 0.08 0.13
t_16_Time_Management_and_Scheduling_member 0.05 0.13
liwc_risk_coach −0.07 0.13
liwc_fatigue_coach −0.06 0.13
t_24_Finance_and_Money_Management_member 0.03 0.12
t_35_Thinking_and_Sorting_coach 0.06 −0.12
liwc_motion_member 0.08 0.12
liwc_quantity_coach 0.01 −0.12
liwc_filler_coach −0.04 0.12
liwc_need_coach 0.01 0.12
liwc_WC_coach 0.10 −0.12
t_50_Thinking_and_reflection_coach 0.05 −0.11
t_38_Travel_and_Vacation_member −0.05 0.11
t_16_Time_Management_and_Scheduling_coach 0.02 0.11
t_20_Personal_development_and_self_help_member 0.08 −0.11
liwc_i_coach 0.11 0.11
t_9_Moving_and_Living_in_California_member 0.06 −0.10
t_20_Personal_development_and_self_help_coach 0.09 −0.10
t_24_Finance_and_Money_Management_coach −0.04 0.10
liwc_tone_pos_coach 0.04 −0.10
liwc_focuspast_coach 0.01 0.10
liwc_illness_coach −0.01 0.09
liwc_mental_coach 0.08 0.09
trans_backchannel_count_coach −0.04 −0.09
liwc_wellness_member 0.07 0.08
oob_demonstrate_understanding_coach 0.00 0.08
liwc_risk_member −0.03 0.08
liwc_prosocial_coach 0.00 −0.06
trans_questions_member 0.02 0.06
oob_prosocial_coach 0.03 0.06
t_25_Hiring_and_Human_Resources_member −0.03 −0.05
liwc_visual_coach 0.00 −0.05
t_9_Moving_and_Living_in_California_coach −0.02 −0.04
liwc_sexual_coach −0.02 −0.03
t_39_Social_Media_and_Networking_member −0.02 −0.03
liwc_fulfill_member 0.01 0.02
SS loadings 15.46 14.21
Proportion Var 0.05 0.04
Cumulative Var 0.05 0.09
Proportion Explained 0.52 0.48
Cumulative Proportion 0.52 1.00
Item MR1 MR2 MR3
oob_empathy_member 0.72 0.07 −0.05
oob_self_disclosure_member 0.72 −0.05 −0.04
liwc_Analytic_coach −0.63 −0.09 −0.15
tl_yes_member −0.59 0.09 0.26
liwc_ipron_coach 0.59 0.03 0.06
liwc_Dic_coach 0.56 0.07 0.07
liwc_Authentic_member 0.56 −0.21 0.34
t_12_Fillers_member −0.54 0.16 −0.13
t_12_Fillers_coach −0.54 0.14 −0.10
liwc_verb_member 0.53 0.39 0.02
liwc_verb_coach 0.53 0.18 0.19
liwc_polite_member −0.51 0.12 0.22
liwc_auxverb_coach 0.51 0.15 0.18
liwc_adverb_coach 0.50 −0.13 0.03
liwc_auxverb_member 0.49 0.32 −0.01
tl_nonfluencies_member −0.48 0.01 0.17
liwc_WC_member 0.47 0.15 −0.42
liwc_WPS_member 0.46 −0.22 −0.29
liwc_Analytic_member −0.46 −0.35 −0.10
t_2_Technical_Discussion_member −0.46 0.02 −0.08
liwc_conj_member 0.46 −0.04 −0.14
liwc_prep_member 0.44 −0.30 0.02
t_2_Technical_Discussion_coach −0.42 0.02 −0.13
liwc_Dic_member 0.42 0.05 0.37
t_19_yeah_okay_mhm_member −0.41 0.04 0.23
oob_perseverance_member 0.41 0.01 0.08
liwc_you_coach 0.41 0.13 −0.02
liwc_ipron_member 0.40 0.04 −0.10
liwc_insight_coach 0.39 −0.12 −0.05
liwc_Clout_coach 0.39 0.04 −0.18
liwc_politic_coach −0.38 0.00 −0.13
liwc_adverb_member 0.38 −0.08 0.04
liwc_ethnicity_coach −0.37 0.10 −0.04
liwc_allnone_member −0.36 0.30 0.17
liwc_differ_member 0.35 0.06 −0.04
liwc_focuspresent_coach 0.35 0.20 0.24
oob_hedging_coach 0.35 −0.04 0.05
liwc_relig_coach −0.32 0.17 0.06
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.32 −0.01 0.11
liwc_adj_member −0.31 −0.18 0.17
tl_nonfluencies_coach −0.30 0.11 −0.12
liwc_tech_coach −0.29 0.00 0.06
liwc_want_coach 0.29 −0.07 0.10
trans_end_question_coach 0.28 −0.11 0.05
tl_yes_coach −0.27 0.27 −0.26
liwc_insight_member 0.27 −0.17 0.06
trans_delta_coach −0.27 −0.22 0.08
liwc_conj_coach 0.27 −0.26 0.15
liwc_tentat_coach 0.26 −0.25 0.15
t_3_Value_coach 0.26 −0.12 −0.03
liwc_feeling_coach 0.26 0.17 0.17
liwc_number_coach −0.26 −0.02 0.06
liwc_polite_coach −0.26 0.18 −0.04
liwc_focuspast_member 0.25 0.09 −0.03
liwc_politic_member −0.24 0.00 −0.15
trans_pause_member 0.24 0.04 0.06
oob_hedging_member 0.23 −0.15 0.11
liwc_tech_member −0.22 −0.03 0.01
t_37_Setting_and_Achieving_Goals_member 0.22 −0.08 −0.20
oob_absolutist_member 0.22 0.03 0.10
oob_checking_understanding_coach 0.22 0.06 −0.12
liwc_cause_member 0.22 0.09 −0.11
trans_overlap_member −0.21 0.02 0.07
liwc_money_coach −0.21 −0.09 −0.02
liwc_ethnicity_member −0.21 0.13 −0.08
liwc_adj_coach −0.21 0.03 −0.02
t_14_Personal_opinions_and_observations_coach 0.21 −0.03 0.20
liwc_want_member 0.20 −0.04 0.13
liwc_filler_member −0.20 0.09 0.11
liwc_time_member 0.20 0.08 0.02
liwc_discrep_coach 0.20 0.11 0.06
liwc_sexual_member −0.19 0.07 0.04
t_23_Reflecting_and_Appreciation_coach 0.19 −0.11 −0.17
liwc_certitude_coach 0.19 −0.03 −0.01
liwc_leisure_coach −0.19 0.14 0.06
liwc_substances_coach −0.18 0.11 0.04
t_33_Understanding_and_Knowing_member 0.18 0.04 −0.01
liwc_death_coach −0.18 0.08 0.06
liwc_prosocial_member −0.18 −0.12 −0.14
t_44_Perspective_and_curiosity_coach 0.18 −0.13 0.09
liwc_cause_coach 0.18 0.06 −0.08
liwc_visual_member −0.17 −0.01 −0.11
liwc_focusfuture_coach 0.17 0.05 0.08
t_33_Understanding_and_Knowing_coach 0.17 −0.08 0.04
t_37_Setting_and_Achieving_Goals_coach 0.17 −0.06 0.04
t_46_Coaching_and_training_programs_member −0.16 −0.10 −0.07
liwc_acquire_member 0.16 0.12 −0.01
trans_pause_coach 0.16 0.10 0.10
liwc_discrep_member 0.15 0.10 0.06
liwc_acquire_coach 0.15 0.05 0.04
oob_joy_coach 0.14 −0.08 −0.03
t_8_Authenticity_and_Self_Confidence_coach 0.14 0.07 0.10
liwc_motion_coach 0.12 −0.02 0.07
liwc_lack_member 0.12 0.05 0.07
t_8_Authenticity_and_Self_Confidence_member 0.12 0.07 0.11
t_34_Prioritizing_and_Getting_Things_Done_member 0.12 0.04 −0.08
oob_demonstrate_understanding_member −0.12 −0.01 0.01
liwc_emo_pos_coach 0.11 0.05 −0.06
oob_similarity_coach 0.11 −0.01 0.01
oob_similarity_member 0.10 −0.02 0.04
t_34_Prioritizing_and_Getting_Things_Done_coach 0.10 0.04 −0.07
oob_prosocial_member 0.08 0.07 0.04
liwc_comm_coach −0.08 0.08 −0.04
t_5_Book_Recommendations_coach −0.07 −0.02 −0.06
t_39_Social_Media_and_Networking_coach −0.06 −0.03 0.04
oob_humor_member 0.24 −0.53 −0.28
oob_humor_coach 0.12 −0.52 −0.12
oob_disgust_member 0.09 0.51 0.12
liwc_shehe_member 0.15 0.51 −0.33
oob_neutral_coach −0.06 −0.47 −0.07
liwc_work_member −0.02 −0.46 −0.24
liwc_tone_neg_member 0.08 0.45 0.26
oob_disgust_coach −0.05 0.45 0.03
liwc_negate_member −0.13 0.45 0.22
liwc_WPS_coach 0.14 −0.44 0.20
oob_anger_member 0.10 0.44 0.01
t_13_Back_and_forth_member 0.13 0.43 −0.18
t_27_Casual_language_member 0.19 0.43 0.11
liwc_achieve_member 0.14 −0.43 −0.07
liwc_work_coach −0.18 −0.43 −0.12
oob_anger_coach −0.01 0.42 0.04
liwc_male_member 0.03 0.42 −0.26
liwc_female_member 0.10 0.40 −0.16
t_15_Frustration_and_Emotions_coach 0.10 0.40 −0.11
t_15_Frustration_and_Emotions_member 0.20 0.39 −0.15
liwc_negate_coach −0.17 0.39 0.14
oob_goal_member 0.19 −0.38 0.03
liwc_tone_neg_coach −0.13 0.38 0.25
liwc_BigWords_coach −0.17 −0.38 −0.04
liwc_shehe_coach −0.03 0.38 −0.23
liwc_prep_coach 0.33 −0.37 0.13
t_40_Job_Search_and_Career_Development_member 0.08 −0.37 0.06
t_27_Casual_language_coach 0.12 0.35 0.04
liwc_power_coach −0.24 −0.35 −0.11
t_18_Professional_coaching_and_therapy_coach 0.11 −0.35 0.31
liwc_curiosity_member 0.00 −0.35 0.07
t_45_Positive_affirmations_and_greetings_coach 0.08 0.34 0.01
liwc_focusfuture_member 0.19 0.34 −0.19
liwc_emo_anger_member 0.09 0.34 −0.01
liwc_achieve_coach 0.05 −0.34 −0.03
liwc_tentat_member 0.20 −0.33 0.06
t_7_Excitement_and_Anticipation_member −0.01 −0.33 0.12
liwc_focuspresent_member 0.26 0.32 0.07
oob_joy_member 0.05 −0.32 0.29
t_42_Worries_and_concerns_coach 0.24 0.32 −0.01
liwc_male_coach −0.12 0.32 −0.19
liwc_female_coach −0.05 0.31 −0.12
t_44_Perspective_and_curiosity_member 0.14 −0.30 −0.02
t_13_Back_and_forth_coach −0.01 0.30 −0.05
oob_sadness_coach −0.14 0.30 0.18
tl_family_coach −0.07 0.30 0.09
liwc_reward_member 0.05 −0.29 −0.15
liwc_space_coach 0.08 −0.29 0.08
liwc_comm_member −0.17 0.29 −0.19
tl_family_member 0.06 0.29 0.13
t_21_Personal_and_Professional_Development_member −0.08 −0.29 −0.11
t_19_yeah_okay_mhm_coach 0.03 0.29 −0.28
t_21_Personal_and_Professional_Development_coach −0.06 −0.28 −0.10
liwc_allnone_coach −0.15 0.28 0.00
liwc_conflict_member −0.09 0.28 −0.07
oob_learning_member 0.12 −0.27 −0.06
liwc_need_member 0.18 0.27 −0.13
liwc_swear_member −0.09 0.27 0.00
t_4_Communication_and_Understanding_coach 0.24 0.26 −0.12
oob_teamwork_coach 0.14 −0.26 −0.15
liwc_reward_coach 0.11 −0.25 −0.08
t_49_Self_judgment_coach 0.12 0.25 0.23
oob_formality_member 0.09 −0.25 0.16
liwc_article_coach −0.24 −0.25 −0.06
oob_goal_coach 0.13 −0.25 0.01
liwc_tone_pos_member −0.18 −0.25 0.21
t_26_Entrepreneurship_and_Business_member 0.01 −0.25 0.00
t_23_Reflecting_and_Appreciation_member −0.04 −0.24 −0.09
t_6_Goal_Setting_and_Motivation_member 0.13 −0.24 0.23
liwc_auditory_coach 0.01 0.24 −0.02
t_3_Value_member 0.11 −0.24 −0.03
liwc_emo_anger_coach −0.03 0.23 0.00
liwc_quantity_member 0.18 −0.22 −0.14
t_7_Excitement_and_Anticipation_coach 0.05 −0.22 0.00
t_40_Job_Search_and_Career_Development_coach −0.05 −0.22 0.01
oob_fear_coach −0.01 0.22 0.19
liwc_moral_member 0.00 0.22 0.03
t_36_Friendship_and_Relationships_member 0.12 0.22 0.15
liwc_conflict_coach −0.17 0.21 0.00
t_36_Friendship_and_Relationships_coach 0.02 0.21 0.12
liwc_relig_member −0.08 0.21 0.07
liwc_swear_coach −0.10 0.21 −0.02
liwc_curiosity_coach 0.19 −0.20 0.04
liwc_emo_sad_member 0.02 0.20 0.19
t_29_Stress_Management_coach 0.16 0.20 0.20
liwc_attention_coach 0.12 −0.20 0.00
liwc_allure_coach 0.13 0.20 0.13
liwc_fatigue_member 0.06 0.19 0.09
t_22_Envisioning_member 0.03 −0.19 0.07
t_38_Travel_and_Vacation_coach 0.01 0.19 −0.15
liwc_quantity_coach −0.09 −0.19 0.18
oob_learning_coach 0.01 −0.19 0.09
liwc_certitude_member 0.11 −0.19 0.17
liwc_memory_coach 0.03 0.18 −0.02
oob_surprise_coach 0.06 0.18 −0.10
t_17_Anxiety_and_Music_coach 0.03 0.18 0.18
liwc_auditory_member −0.18 0.18 0.16
t_16_Time_Management_and_Scheduling_member 0.12 0.18 −0.11
liwc_filler_coach 0.05 0.18 −0.15
liwc_death_member −0.15 0.17 0.04
t_46_Coaching_and_training_programs_coach −0.16 −0.17 0.03
t_26_Entrepreneurship_and_Business_coach −0.05 −0.17 0.04
liwc_memory_member −0.08 0.17 0.06
liwc_motion_member 0.16 0.17 −0.12
liwc_home_member −0.03 0.17 0.14
t_22_Envisioning_coach 0.08 −0.17 0.08
t_38_Travel_and_Vacation_member 0.02 0.16 −0.14
liwc_substances_member −0.08 0.16 0.04
liwc_you_member −0.12 0.16 −0.02
tl_food_member −0.05 0.16 0.11
liwc_need_coach 0.07 0.15 −0.09
t_35_Thinking_and_Sorting_member 0.06 −0.15 −0.08
t_20_Personal_development_and_self_help_coach 0.02 −0.15 0.14
oob_surprise_member −0.12 0.15 0.01
liwc_attention_member 0.00 −0.15 −0.06
t_17_Anxiety_and_Music_member 0.04 0.14 0.14
t_9_Moving_and_Living_in_California_member 0.00 −0.14 0.11
t_16_Time_Management_and_Scheduling_coach 0.07 0.14 −0.07
tl_food_coach −0.09 0.14 0.10
liwc_money_member −0.10 −0.13 −0.12
liwc_moral_coach −0.06 0.13 0.10
t_4_Communication_and_Understanding_member −0.10 0.13 0.01
liwc_focuspast_coach 0.05 0.12 −0.06
t_20_Personal_development_and_self_help_member 0.05 −0.12 0.04
liwc_risk_coach −0.08 0.12 0.03
liwc_friend_coach −0.04 0.11 0.11
t_24_Finance_and_Money_Management_member 0.02 0.11 0.05
t_35_Thinking_and_Sorting_coach 0.07 −0.11 −0.05
oob_demonstrate_understanding_coach 0.04 0.11 −0.07
liwc_fatigue_coach −0.08 0.10 0.07
liwc_risk_member −0.03 0.08 0.00
t_24_Finance_and_Money_Management_coach −0.07 0.08 0.08
t_9_Moving_and_Living_in_California_coach −0.04 −0.05 0.03
liwc_visual_coach 0.00 −0.05 −0.02
oob_formality_coach 0.04 −0.04 0.01
t_39_Social_Media_and_Networking_member −0.03 −0.04 0.02
t_1_Team_Management_and_Leadership_member 0.13 −0.12 −0.66
t_1_Team_Management_and_Leadership_coach 0.09 −0.07 −0.56
liwc_i_member 0.36 0.04 0.55
liwc_Clout_member −0.27 0.15 −0.54
liwc_affiliation_member −0.01 0.16 −0.54
liwc_we_member −0.03 0.17 −0.52
oob_neutral_member −0.12 −0.25 −0.50
oob_teamwork_member 0.21 −0.14 −0.50
liwc_article_member −0.02 −0.22 −0.45
oob_leadership_member 0.12 −0.18 −0.43
liwc_power_member −0.17 −0.19 −0.42
t_28_Sales_and_Marketing_member −0.07 −0.16 −0.41
liwc_allure_member 0.04 0.11 0.41
liwc_BigWords_member −0.07 −0.38 −0.38
liwc_feeling_member 0.24 −0.06 0.38
oob_sadness_member 0.05 0.11 0.37
oob_self_disclosure_coach 0.02 −0.31 0.36
liwc_they_member 0.06 0.13 −0.35
t_32_Communication_style_member −0.02 0.04 −0.35
liwc_Authentic_coach 0.15 −0.28 0.34
t_32_Communication_style_coach −0.01 0.05 −0.32
t_18_Professional_coaching_and_therapy_member 0.06 −0.29 0.31
oob_leadership_coach 0.05 −0.14 −0.31
liwc_emo_anx_member 0.10 0.15 0.31
trans_backchannel_count_member 0.30 0.11 −0.30
trans_backchannel_count_coach −0.20 −0.20 0.30
oob_empathy_coach 0.19 −0.07 0.29
t_31_Asking_and_Answering_Questions_member 0.12 0.12 −0.28
oob_intrinsic_motivation_member 0.20 −0.24 0.28
t_25_Hiring_and_Human_Resources_member 0.09 0.04 −0.28
liwc_i_coach −0.01 0.02 0.28
oob_fear_member 0.12 0.10 0.27
t_29_Stress_Management_member 0.20 0.10 0.26
t_14_Personal_opinions_and_observations_member 0.25 −0.08 0.26
t_50_Thinking_and_reflection_member 0.07 −0.15 −0.25
liwc_emo_pos_member 0.03 −0.16 0.25
t_42_Worries_and_concerns_member 0.25 0.12 0.25
t_25_Hiring_and_Human_Resources_coach 0.03 0.04 −0.25
t_28_Sales_and_Marketing_coach −0.16 −0.14 −0.24
liwc_emo_anx_coach 0.03 0.21 0.24
liwc_WC_coach −0.03 −0.20 0.24
t_45_Positive_affirmations_and_greetings_member −0.19 0.22 0.23
t_49_Self_judgment_member 0.13 0.21 0.22
liwc_space_member 0.14 −0.20 −0.21
t_6_Goal_Setting_and_Motivation_coach 0.11 −0.11 0.21
liwc_mental_coach 0.00 0.03 0.20
trans_questions_member 0.12 0.13 −0.20
liwc_wellness_member −0.01 0.02 0.20
t_10_Sleep_and_Wellness_Routines_member 0.01 0.12 0.20
liwc_differ_coach 0.06 −0.06 0.19
liwc_we_coach 0.09 −0.10 0.19
trans_delta_member −0.05 0.00 −0.19
liwc_mental_member 0.04 0.09 0.19
liwc_prosocial_coach 0.09 0.00 −0.19
trans_overlap_coach 0.12 0.09 −0.18
t_31_Asking_and_Answering_Questions_coach 0.17 0.00 −0.18
liwc_number_member −0.04 0.06 −0.18
oob_absolutist_coach 0.14 −0.07 0.18
liwc_time_coach 0.09 −0.05 0.18
t_10_Sleep_and_Wellness_Routines_coach −0.03 0.09 0.17
liwc_friend_member 0.02 0.08 0.17
liwc_wellness_coach −0.04 0.09 0.17
t_41_Discussion/Conversation_with_boss_or_clients_member −0.10 0.08 −0.17
liwc_emo_sad_coach −0.03 0.17 0.17
liwc_leisure_member −0.11 0.13 0.16
liwc_illness_member 0.01 0.11 0.16
trans_questions_coach 0.10 −0.13 0.16
t_43_Education/Teaching/School_member 0.00 −0.09 0.15
liwc_they_coach −0.06 −0.02 −0.15
oob_intrinsic_motivation_coach 0.13 −0.12 0.15
oob_perseverance_coach 0.03 0.01 0.14
liwc_illness_coach −0.06 0.05 0.13
liwc_home_coach −0.06 0.12 0.13
liwc_fulfill_coach 0.04 −0.03 0.13
liwc_affiliation_coach 0.05 −0.11 0.12
t_43_Education/Teaching/School_coach −0.07 −0.06 0.11
t_50_Thinking_and_reflection_coach 0.09 −0.08 −0.11
oob_checking_understanding_member −0.03 −0.03 0.11
liwc_lack_coach 0.04 0.02 0.10
trans_end_question_member 0.05 0.02 −0.09
t_5_Book_Recommendations_member −0.06 0.02 −0.08
liwc_tone_pos_coach 0.07 −0.07 −0.08
liwc_sexual_coach −0.06 −0.06 0.07
oob_prosocial_coach 0.01 0.04 0.05
liwc_fulfill_member 0.00 0.01 0.04
SS loadings 14.62 13.91 10.93
Proportion Var 0.04 0.04 0.03
Cumulative Var 0.04 0.09 0.12
Proportion Explained 0.37 0.35 0.28
Cumulative Proportion 0.37 0.72 1.00
Item MR1 MR2 MR3 MR4
oob_empathy_member 0.73 0.09 −0.05 0.07
oob_self_disclosure_member 0.72 −0.02 −0.07 0.10
liwc_Analytic_coach −0.63 −0.11 −0.13 −0.16
tl_yes_member −0.60 0.03 0.28 −0.02
liwc_ipron_coach 0.58 0.02 0.06 0.05
liwc_Dic_coach 0.55 −0.05 0.16 −0.15
liwc_verb_member 0.54 0.30 0.13 −0.14
liwc_Authentic_member 0.53 −0.25 0.29 0.16
t_12_Fillers_member −0.53 0.20 −0.11 −0.06
liwc_verb_coach 0.53 0.18 0.19 0.13
t_12_Fillers_coach −0.52 0.19 −0.10 −0.02
liwc_polite_member −0.52 0.05 0.26 −0.07
liwc_auxverb_coach 0.51 0.17 0.17 0.15
liwc_auxverb_member 0.50 0.25 0.08 −0.11
liwc_WC_member 0.50 0.13 −0.32 −0.24
tl_nonfluencies_member −0.49 −0.09 0.22 −0.12
liwc_adverb_coach 0.49 −0.10 −0.02 0.11
liwc_Analytic_member −0.47 −0.29 −0.18 0.05
liwc_conj_member 0.47 0.02 −0.18 0.10
liwc_WPS_member 0.47 −0.19 −0.30 −0.05
t_2_Technical_Discussion_member −0.45 0.07 −0.10 0.02
liwc_prep_member 0.42 −0.29 −0.03 0.09
t_19_yeah_okay_mhm_member −0.42 0.06 0.19 0.11
t_2_Technical_Discussion_coach −0.41 0.10 −0.16 0.04
liwc_ipron_member 0.41 0.07 −0.10 0.03
oob_perseverance_member 0.41 0.04 0.04 0.13
liwc_you_coach 0.40 −0.02 0.11 −0.28
liwc_Dic_member 0.40 −0.05 0.39 0.04
liwc_insight_coach 0.39 −0.09 −0.08 0.07
liwc_Clout_coach 0.39 −0.05 −0.10 −0.23
liwc_adverb_member 0.38 −0.08 0.02 0.07
liwc_politic_coach −0.37 0.09 −0.17 0.07
liwc_ethnicity_coach −0.36 0.14 −0.05 0.02
liwc_differ_member 0.36 0.05 −0.02 −0.03
liwc_allnone_member −0.36 0.23 0.24 −0.09
liwc_focuspresent_coach 0.36 0.27 0.19 0.27
oob_hedging_coach 0.34 0.00 0.01 0.14
liwc_adj_member −0.32 −0.17 0.11 0.09
trans_backchannel_count_member 0.32 0.06 −0.21 −0.23
liwc_relig_coach −0.32 0.21 0.05 0.07
liwc_tech_coach −0.29 0.03 0.03 0.07
liwc_want_coach 0.27 −0.18 0.16 −0.13
trans_end_question_coach 0.27 −0.22 0.10 −0.16
liwc_focuspresent_member 0.27 0.24 0.16 −0.12
liwc_insight_member 0.26 −0.15 0.01 0.11
liwc_number_coach −0.26 0.07 −0.01 0.18
liwc_focuspast_member 0.26 0.13 −0.05 0.08
liwc_feeling_coach 0.25 0.11 0.22 −0.01
t_3_Value_coach 0.25 −0.18 0.00 −0.11
t_4_Communication_and_Understanding_coach 0.25 0.19 −0.01 −0.20
trans_pause_member 0.23 0.02 0.07 0.00
liwc_politic_member −0.23 0.05 −0.17 −0.01
liwc_cause_member 0.23 0.14 −0.12 0.06
t_37_Setting_and_Achieving_Goals_member 0.23 −0.08 −0.19 −0.08
liwc_tech_member −0.22 −0.04 0.01 −0.02
oob_hedging_member 0.22 −0.17 0.09 0.05
oob_absolutist_member 0.21 0.03 0.09 0.07
liwc_money_coach −0.21 0.00 −0.10 0.16
liwc_adj_coach −0.21 −0.06 0.05 −0.21
trans_overlap_member −0.21 0.12 −0.01 0.20
liwc_time_member 0.20 0.08 0.03 0.01
liwc_filler_member −0.20 0.07 0.12 0.00
liwc_ethnicity_member −0.20 0.13 −0.05 −0.06
liwc_want_member 0.19 −0.12 0.16 −0.06
liwc_sexual_member −0.19 0.11 0.01 0.07
liwc_certitude_coach 0.19 −0.03 −0.02 0.02
liwc_cause_coach 0.19 0.14 −0.11 0.12
liwc_leisure_coach −0.18 0.18 0.05 0.09
t_33_Understanding_and_Knowing_member 0.18 0.03 0.01 −0.01
liwc_substances_coach −0.18 0.14 0.02 0.06
liwc_death_coach −0.18 0.15 0.02 0.14
liwc_focusfuture_coach 0.17 0.09 0.05 0.13
liwc_motion_member 0.17 0.16 −0.07 −0.09
liwc_visual_member −0.17 −0.02 −0.08 −0.10
liwc_acquire_member 0.17 0.16 −0.02 0.07
t_44_Perspective_and_curiosity_coach 0.17 −0.13 0.06 0.07
t_46_Coaching_and_training_programs_member −0.16 −0.09 −0.09 −0.01
t_33_Understanding_and_Knowing_coach 0.16 −0.06 0.01 0.08
t_37_Setting_and_Achieving_Goals_coach 0.16 −0.11 0.06 −0.05
trans_pause_coach 0.16 0.10 0.10 0.07
liwc_acquire_coach 0.15 0.06 0.03 0.06
t_8_Authenticity_and_Self_Confidence_coach 0.14 0.06 0.10 0.06
t_34_Prioritizing_and_Getting_Things_Done_member 0.12 0.01 −0.05 −0.09
liwc_lack_member 0.12 0.03 0.08 0.02
oob_demonstrate_understanding_member −0.12 0.00 0.00 0.02
t_34_Prioritizing_and_Getting_Things_Done_coach 0.10 0.02 −0.04 −0.06
oob_similarity_coach 0.10 −0.05 0.04 −0.06
oob_similarity_member 0.10 −0.06 0.06 −0.04
oob_prosocial_member 0.08 0.03 0.07 −0.05
t_39_Social_Media_and_Networking_coach −0.06 −0.05 0.04 −0.02
liwc_shehe_member 0.19 0.55 −0.24 −0.12
oob_disgust_coach −0.03 0.54 0.04 0.14
liwc_tone_neg_coach −0.11 0.52 0.19 0.35
t_15_Frustration_and_Emotions_coach 0.13 0.50 −0.11 0.12
liwc_shehe_coach 0.01 0.50 −0.23 0.08
oob_anger_coach 0.01 0.49 0.05 0.10
oob_disgust_member 0.10 0.48 0.20 −0.02
liwc_male_member 0.07 0.47 −0.20 −0.08
t_13_Back_and_forth_member 0.16 0.46 −0.11 −0.07
t_15_Frustration_and_Emotions_member 0.22 0.45 −0.11 0.02
liwc_male_coach −0.10 0.45 −0.21 0.11
liwc_tone_neg_member 0.09 0.45 0.29 0.09
liwc_negate_coach −0.16 0.44 0.15 0.13
oob_anger_member 0.12 0.43 0.08 −0.02
liwc_female_member 0.13 0.40 −0.07 −0.11
t_18_Professional_coaching_and_therapy_coach 0.08 −0.40 0.25 0.11
oob_goal_member 0.17 −0.40 −0.02 0.03
liwc_achieve_member 0.13 −0.40 −0.15 0.07
oob_humor_coach 0.11 −0.39 −0.28 0.24
liwc_female_coach −0.03 0.38 −0.10 0.04
t_27_Casual_language_member 0.21 0.38 0.19 −0.05
liwc_emo_anger_member 0.10 0.38 0.01 0.05
oob_joy_member 0.02 −0.38 0.24 0.07
t_13_Back_and_forth_coach 0.01 0.36 −0.04 0.07
liwc_work_member −0.03 −0.36 −0.35 0.08
t_27_Casual_language_coach 0.13 0.36 0.08 0.02
t_40_Job_Search_and_Career_Development_member 0.06 −0.36 −0.01 0.08
liwc_conflict_member −0.07 0.35 −0.08 0.08
t_7_Excitement_and_Anticipation_member −0.03 −0.35 0.07 0.04
liwc_achieve_coach 0.04 −0.35 −0.07 −0.01
oob_neutral_coach −0.07 −0.34 −0.22 0.24
liwc_comm_member −0.15 0.34 −0.16 −0.04
liwc_conflict_coach −0.15 0.34 −0.05 0.21
liwc_curiosity_member −0.02 −0.34 0.00 0.08
tl_family_coach −0.06 0.34 0.09 0.10
liwc_emo_anger_coach −0.01 0.33 −0.03 0.16
t_18_Professional_coaching_and_therapy_member 0.03 −0.33 0.25 0.12
liwc_prep_coach 0.31 −0.32 0.02 0.22
liwc_tentat_member 0.19 −0.32 −0.01 0.09
t_6_Goal_Setting_and_Motivation_member 0.10 −0.30 0.21 0.03
oob_intrinsic_motivation_member 0.17 −0.30 0.25 0.07
liwc_work_coach −0.19 −0.29 −0.27 0.22
t_7_Excitement_and_Anticipation_coach 0.03 −0.28 0.02 −0.10
oob_goal_coach 0.12 −0.28 0.00 −0.03
t_44_Perspective_and_curiosity_member 0.13 −0.28 −0.08 0.07
liwc_swear_member −0.07 0.28 0.03 −0.01
oob_formality_member 0.07 −0.28 0.12 0.06
liwc_reward_coach 0.10 −0.28 −0.09 −0.06
liwc_focusfuture_member 0.21 0.27 −0.07 −0.23
liwc_swear_coach −0.09 0.27 −0.03 0.09
t_42_Worries_and_concerns_coach 0.26 0.27 0.07 −0.10
liwc_reward_member 0.04 −0.27 −0.19 0.00
liwc_curiosity_coach 0.18 −0.27 0.05 −0.07
t_49_Self_judgment_coach 0.12 0.27 0.23 0.14
liwc_tone_pos_member −0.20 −0.26 0.15 0.09
tl_family_member 0.07 0.26 0.18 −0.02
t_22_Envisioning_member 0.01 −0.25 0.07 −0.06
t_22_Envisioning_coach 0.07 −0.24 0.09 −0.08
liwc_allnone_coach −0.14 0.24 0.07 −0.11
liwc_moral_member 0.01 0.24 0.04 0.03
t_3_Value_member 0.10 −0.22 −0.07 0.03
liwc_need_coach 0.09 0.22 −0.10 0.08
liwc_attention_coach 0.11 −0.22 −0.02 −0.03
oob_learning_member 0.11 −0.22 −0.13 0.10
liwc_moral_coach −0.05 0.22 0.05 0.20
t_21_Personal_and_Professional_Development_coach −0.07 −0.22 −0.17 0.09
t_26_Entrepreneurship_and_Business_member 0.00 −0.21 −0.06 0.08
liwc_need_member 0.19 0.21 −0.03 −0.18
t_38_Travel_and_Vacation_coach 0.03 0.21 −0.11 −0.06
liwc_emo_sad_coach −0.03 0.20 0.14 0.15
t_21_Personal_and_Professional_Development_member −0.09 −0.20 −0.20 0.12
liwc_memory_coach 0.04 0.20 0.00 0.02
t_40_Job_Search_and_Career_Development_coach −0.06 −0.20 −0.04 0.06
liwc_relig_member −0.07 0.19 0.11 −0.01
t_36_Friendship_and_Relationships_coach 0.03 0.19 0.15 0.02
liwc_certitude_member 0.09 −0.19 0.12 0.10
t_23_Reflecting_and_Appreciation_member −0.05 −0.19 −0.15 0.06
liwc_fatigue_member 0.06 0.18 0.11 0.01
t_46_Coaching_and_training_programs_coach −0.17 −0.18 0.00 0.00
t_38_Travel_and_Vacation_member 0.03 0.16 −0.09 −0.08
liwc_you_member −0.11 0.16 0.00 −0.02
liwc_risk_coach −0.07 0.16 0.02 0.07
t_4_Communication_and_Understanding_member −0.10 0.16 0.01 0.04
liwc_home_coach −0.06 0.15 0.10 0.13
liwc_memory_member −0.07 0.15 0.09 −0.02
liwc_focuspast_coach 0.06 0.15 −0.06 0.02
liwc_death_member −0.15 0.15 0.08 −0.05
liwc_substances_member −0.08 0.14 0.07 −0.02
tl_food_coach −0.08 0.14 0.10 0.04
t_9_Moving_and_Living_in_California_member −0.01 −0.14 0.07 0.07
tl_food_member −0.05 0.14 0.13 0.01
t_26_Entrepreneurship_and_Business_coach −0.06 −0.14 −0.02 0.09
oob_intrinsic_motivation_coach 0.11 −0.14 0.12 0.07
oob_surprise_member −0.11 0.13 0.04 −0.06
liwc_attention_member 0.00 −0.12 −0.10 0.03
liwc_comm_coach −0.07 0.12 −0.06 0.05
t_35_Thinking_and_Sorting_member 0.06 −0.12 −0.11 0.04
t_24_Finance_and_Money_Management_coach −0.06 0.12 0.05 0.11
liwc_fatigue_coach −0.08 0.12 0.07 0.05
t_35_Thinking_and_Sorting_coach 0.07 −0.10 −0.07 0.00
oob_formality_coach 0.03 −0.09 0.03 −0.08
t_24_Finance_and_Money_Management_member 0.03 0.09 0.08 −0.01
liwc_risk_member −0.02 0.09 0.01 0.01
liwc_visual_coach 0.00 −0.09 0.01 −0.08
t_39_Social_Media_and_Networking_member −0.03 −0.07 0.04 −0.06
t_9_Moving_and_Living_in_California_coach −0.04 −0.05 0.02 0.02
t_1_Team_Management_and_Leadership_member 0.16 0.00 −0.67 −0.09
liwc_i_member 0.33 −0.11 0.59 0.04
t_1_Team_Management_and_Leadership_coach 0.11 0.04 −0.57 −0.08
oob_neutral_member −0.11 −0.13 −0.56 −0.03
liwc_article_member −0.01 −0.05 −0.54 0.10
liwc_Clout_member −0.23 0.28 −0.54 −0.07
oob_teamwork_member 0.23 −0.02 −0.54 −0.01
liwc_BigWords_member −0.06 −0.21 −0.51 0.14
liwc_affiliation_member 0.02 0.24 −0.50 −0.14
liwc_power_member −0.15 −0.05 −0.49 0.05
liwc_we_member 0.00 0.26 −0.49 −0.13
oob_leadership_member 0.13 −0.07 −0.48 0.02
liwc_allure_member 0.02 −0.03 0.48 −0.06
t_28_Sales_and_Marketing_member −0.05 −0.05 −0.46 −0.01
oob_humor_member 0.23 −0.41 −0.41 0.15
oob_sadness_member 0.04 0.02 0.41 0.01
oob_leadership_coach 0.07 −0.03 −0.37 0.07
liwc_negate_member −0.12 0.29 0.37 −0.24
liwc_feeling_member 0.22 −0.12 0.36 0.11
t_32_Communication_style_member 0.00 0.11 −0.35 −0.05
liwc_emo_anx_member 0.09 0.09 0.33 0.05
liwc_they_member 0.08 0.18 −0.33 −0.08
t_45_Positive_affirmations_and_greetings_member −0.19 0.11 0.32 −0.13
t_32_Communication_style_coach 0.01 0.10 −0.31 −0.06
t_28_Sales_and_Marketing_coach −0.15 −0.04 −0.30 0.05
oob_fear_member 0.11 0.03 0.30 0.03
t_42_Worries_and_concerns_member 0.24 0.03 0.29 −0.02
t_29_Stress_Management_member 0.19 0.04 0.29 0.02
t_50_Thinking_and_reflection_member 0.08 −0.10 −0.28 −0.01
t_25_Hiring_and_Human_Resources_member 0.11 0.11 −0.28 −0.01
t_31_Asking_and_Answering_Questions_member 0.14 0.18 −0.27 −0.02
t_14_Personal_opinions_and_observations_member 0.24 −0.16 0.27 0.01
liwc_space_member 0.15 −0.13 −0.27 0.06
liwc_power_coach −0.24 −0.19 −0.27 0.25
oob_teamwork_coach 0.14 −0.13 −0.26 0.19
liwc_auditory_member −0.19 0.05 0.26 −0.19
liwc_emo_anx_coach 0.03 0.19 0.25 0.09
t_25_Hiring_and_Human_Resources_coach 0.05 0.11 −0.25 −0.01
oob_sadness_coach −0.14 0.23 0.25 −0.07
liwc_they_coach −0.05 0.14 −0.25 0.23
liwc_i_coach −0.02 0.02 0.24 0.16
t_29_Stress_Management_coach 0.16 0.15 0.24 0.01
t_41_Discussion/Conversation_with_boss_or_clients_member −0.08 0.21 −0.23 0.15
t_49_Self_judgment_member 0.13 0.21 0.23 0.10
t_6_Goal_Setting_and_Motivation_coach 0.09 −0.18 0.22 −0.02
liwc_quantity_member 0.18 −0.14 −0.21 0.11
oob_fear_coach −0.01 0.20 0.21 0.04
liwc_emo_sad_member 0.02 0.18 0.21 0.06
t_36_Friendship_and_Relationships_member 0.12 0.15 0.21 −0.04
t_10_Sleep_and_Wellness_Routines_member 0.00 0.10 0.21 0.05
liwc_emo_pos_member 0.01 −0.18 0.21 0.11
t_14_Personal_opinions_and_observations_coach 0.19 −0.08 0.20 0.03
liwc_wellness_member −0.02 −0.01 0.20 0.04
t_31_Asking_and_Answering_Questions_coach 0.18 0.06 −0.20 0.03
t_17_Anxiety_and_Music_coach 0.03 0.16 0.20 0.04
liwc_friend_member 0.01 0.03 0.19 0.00
liwc_mental_member 0.04 0.06 0.19 0.05
liwc_number_member −0.02 0.11 −0.19 0.01
liwc_leisure_member −0.11 0.09 0.19 0.00
liwc_prosocial_member −0.17 −0.05 −0.18 0.04
liwc_wellness_coach −0.04 0.06 0.18 0.03
liwc_illness_member 0.00 0.08 0.17 0.03
liwc_money_member −0.10 −0.08 −0.17 0.04
t_10_Sleep_and_Wellness_Routines_coach −0.03 0.09 0.16 0.08
t_17_Anxiety_and_Music_member 0.04 0.11 0.16 0.00
liwc_home_member −0.03 0.15 0.16 0.02
t_43_Education/Teaching/School_member −0.01 −0.13 0.15 0.01
trans_questions_member 0.13 0.12 −0.14 −0.13
liwc_friend_coach −0.04 0.10 0.12 0.02
oob_checking_understanding_member −0.04 −0.08 0.12 −0.04
t_8_Authenticity_and_Self_Confidence_member 0.12 0.04 0.12 0.01
t_50_Thinking_and_reflection_coach 0.09 −0.06 −0.12 −0.01
t_5_Book_Recommendations_member −0.05 0.07 −0.11 0.05
t_5_Book_Recommendations_coach −0.07 0.04 −0.10 0.10
t_43_Education/Teaching/School_coach −0.08 −0.06 0.09 0.06
trans_end_question_member 0.06 0.03 −0.08 −0.03
liwc_fulfill_member −0.01 −0.01 0.04 −0.01
oob_self_disclosure_coach 0.00 0.00 0.04 0.85
oob_empathy_coach 0.19 0.23 0.03 0.76
tl_yes_coach −0.26 0.06 −0.04 −0.58
liwc_WC_coach −0.03 0.02 0.02 0.58
trans_backchannel_count_coach −0.21 0.01 0.08 0.56
liwc_WPS_coach 0.12 −0.24 −0.04 0.54
liwc_Authentic_coach 0.13 −0.14 0.15 0.50
liwc_conj_coach 0.26 −0.06 −0.05 0.49
liwc_differ_coach 0.05 0.13 0.03 0.48
t_19_yeah_okay_mhm_coach 0.05 0.13 −0.08 −0.47
liwc_article_coach −0.24 0.00 −0.27 0.45
liwc_auditory_coach 0.01 0.03 0.18 −0.44
t_45_Positive_affirmations_and_greetings_coach 0.09 0.13 0.21 −0.43
tl_nonfluencies_coach −0.30 −0.06 0.03 −0.41
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.32 0.18 −0.04 0.40
liwc_polite_coach −0.26 0.02 0.11 −0.38
liwc_BigWords_coach −0.17 −0.19 −0.22 0.36
t_23_Reflecting_and_Appreciation_coach 0.18 −0.26 −0.06 −0.35
liwc_tone_pos_coach 0.07 −0.23 0.03 −0.33
liwc_quantity_coach −0.10 −0.07 0.05 0.33
oob_perseverance_coach 0.03 0.14 0.03 0.33
oob_checking_understanding_coach 0.22 −0.08 0.01 −0.33
oob_joy_coach 0.13 −0.24 0.08 −0.31
oob_absolutist_coach 0.13 0.03 0.08 0.30
oob_learning_coach 0.01 −0.07 −0.04 0.29
liwc_emo_pos_coach 0.11 −0.09 0.05 −0.28
trans_delta_coach −0.28 −0.09 −0.05 0.28
liwc_tentat_coach 0.25 −0.17 0.03 0.28
liwc_filler_coach 0.06 0.08 −0.03 −0.28
liwc_allure_coach 0.12 0.02 0.27 −0.28
liwc_space_coach 0.07 −0.19 −0.05 0.26
oob_surprise_coach 0.07 0.08 0.01 −0.26
t_20_Personal_development_and_self_help_coach 0.01 −0.07 0.03 0.25
liwc_prosocial_coach 0.09 −0.07 −0.11 −0.23
liwc_discrep_member 0.15 −0.04 0.17 −0.23
liwc_we_coach 0.08 −0.04 0.11 0.23
liwc_discrep_coach 0.20 −0.02 0.16 −0.22
liwc_time_coach 0.09 0.01 0.10 0.21
t_20_Personal_development_and_self_help_member 0.05 −0.03 −0.05 0.21
liwc_lack_coach 0.04 0.10 0.03 0.20
trans_questions_coach 0.09 −0.08 0.08 0.20
liwc_affiliation_coach 0.05 −0.04 0.04 0.19
liwc_mental_coach 0.00 0.07 0.15 0.19
trans_delta_member −0.04 −0.04 −0.13 −0.18
oob_demonstrate_understanding_coach 0.05 0.03 0.01 −0.18
liwc_motion_coach 0.12 0.03 0.02 0.15
t_16_Time_Management_and_Scheduling_coach 0.07 0.09 0.00 −0.14
liwc_illness_coach −0.07 0.09 0.09 0.14
liwc_fulfill_coach 0.03 0.01 0.08 0.14
t_16_Time_Management_and_Scheduling_member 0.13 0.14 −0.04 −0.14
trans_overlap_coach 0.13 0.07 −0.13 −0.14
liwc_sexual_coach −0.07 −0.03 0.03 0.10
oob_prosocial_coach 0.01 0.07 0.03 0.08
SS loadings 14.43 12.96 11.51 9.46
Proportion Var 0.04 0.04 0.04 0.03
Cumulative Var 0.04 0.08 0.12 0.15
Proportion Explained 0.30 0.27 0.24 0.20
Cumulative Proportion 0.30 0.57 0.80 1.00
Item MR2 MR1 MR5 MR3 MR4
liwc_shehe_member 0.55 −0.04 0.27 −0.15 −0.13
oob_disgust_coach 0.53 0.03 −0.07 0.01 0.14
liwc_tone_neg_coach 0.51 0.01 −0.16 0.16 0.35
liwc_shehe_coach 0.50 −0.06 0.03 −0.21 0.07
t_15_Frustration_and_Emotions_coach 0.50 0.18 −0.03 −0.19 0.13
oob_anger_coach 0.48 0.15 −0.13 −0.03 0.11
oob_disgust_member 0.48 0.16 0.00 0.16 −0.01
liwc_male_member 0.47 −0.14 0.20 −0.09 −0.09
t_13_Back_and_forth_member 0.47 −0.14 0.33 0.04 −0.08
t_15_Frustration_and_Emotions_member 0.45 0.23 0.05 −0.19 0.03
liwc_male_coach 0.45 −0.16 0.00 −0.16 0.11
liwc_tone_neg_member 0.45 0.10 0.04 0.30 0.09
liwc_negate_coach 0.43 0.05 −0.25 0.07 0.13
oob_anger_member 0.43 0.13 0.03 0.05 −0.02
oob_humor_member −0.40 0.02 0.24 −0.39 0.15
liwc_female_member 0.40 −0.05 0.20 0.01 −0.11
liwc_achieve_member −0.40 0.07 0.08 −0.18 0.08
t_18_Professional_coaching_and_therapy_coach −0.39 0.07 0.06 0.25 0.11
oob_goal_member −0.39 0.02 0.20 0.02 0.03
t_27_Casual_language_member 0.39 0.03 0.25 0.28 −0.06
liwc_female_coach 0.38 −0.10 0.04 −0.06 0.03
oob_humor_coach −0.38 −0.11 0.22 −0.19 0.24
liwc_emo_anger_member 0.38 0.08 0.06 0.01 0.06
oob_joy_member −0.37 0.06 −0.01 0.22 0.07
t_13_Back_and_forth_coach 0.37 −0.08 0.08 0.02 0.06
t_27_Casual_language_coach 0.37 0.00 0.18 0.14 0.02
t_40_Job_Search_and_Career_Development_member −0.36 −0.03 0.11 0.03 0.07
liwc_work_member −0.35 −0.26 0.18 −0.22 0.07
liwc_conflict_member 0.35 −0.10 −0.01 −0.04 0.07
liwc_achieve_coach −0.35 0.09 −0.04 −0.13 0.00
t_7_Excitement_and_Anticipation_member −0.35 0.00 −0.03 0.06 0.04
tl_family_coach 0.35 −0.19 0.11 0.21 0.09
oob_neutral_coach −0.34 −0.09 −0.03 −0.22 0.24
liwc_curiosity_member −0.34 −0.02 0.00 0.00 0.08
liwc_conflict_coach 0.34 −0.05 −0.17 −0.08 0.21
liwc_emo_anger_coach 0.33 0.03 −0.06 −0.06 0.17
t_18_Professional_coaching_and_therapy_member −0.32 0.04 0.03 0.27 0.11
liwc_tentat_member −0.32 0.22 0.03 −0.10 0.11
liwc_prep_coach −0.32 0.10 0.30 0.06 0.23
t_6_Goal_Setting_and_Motivation_member −0.30 0.09 0.07 0.21 0.03
liwc_work_coach −0.29 −0.23 −0.05 −0.22 0.22
t_7_Excitement_and_Anticipation_coach −0.28 −0.02 0.07 0.04 −0.10
liwc_swear_member 0.28 −0.11 0.01 0.09 −0.01
t_44_Perspective_and_curiosity_member −0.28 0.06 0.10 −0.08 0.07
oob_goal_coach −0.28 0.04 0.12 0.01 −0.02
liwc_reward_coach −0.28 0.04 0.09 −0.09 −0.06
liwc_swear_coach 0.28 −0.14 0.02 0.03 0.08
oob_formality_member −0.27 0.04 0.07 0.13 0.06
liwc_focusfuture_member 0.27 0.14 0.14 −0.08 −0.23
t_42_Worries_and_concerns_coach 0.27 0.16 0.18 0.07 −0.09
liwc_reward_member −0.26 −0.05 0.09 −0.16 0.00
liwc_tone_pos_member −0.26 0.02 −0.26 0.07 0.10
liwc_curiosity_coach −0.26 0.10 0.15 0.05 −0.07
t_49_Self_judgment_coach 0.26 0.23 −0.05 0.14 0.15
t_22_Envisioning_member −0.25 −0.02 0.05 0.10 −0.06
liwc_allnone_coach 0.24 −0.06 −0.11 0.07 −0.11
t_22_Envisioning_coach −0.24 −0.01 0.11 0.14 −0.08
liwc_moral_member 0.23 0.06 −0.04 0.01 0.03
t_3_Value_member −0.22 0.03 0.10 −0.06 0.03
liwc_need_coach 0.22 0.06 0.04 −0.12 0.08
liwc_attention_coach −0.22 0.08 0.07 −0.03 −0.02
oob_learning_member −0.22 0.02 0.11 −0.12 0.10
liwc_moral_coach 0.21 0.05 −0.12 0.00 0.20
liwc_need_member 0.21 0.12 0.13 −0.04 −0.18
t_38_Travel_and_Vacation_coach 0.21 −0.12 0.14 −0.03 −0.07
liwc_emo_sad_coach 0.20 −0.01 −0.02 0.15 0.14
liwc_memory_coach 0.20 0.03 0.03 0.00 0.02
liwc_relig_member 0.20 −0.13 0.04 0.18 −0.02
t_40_Job_Search_and_Career_Development_coach −0.20 −0.08 0.00 −0.01 0.06
t_36_Friendship_and_Relationships_coach 0.20 0.00 0.05 0.18 0.01
oob_fear_coach 0.19 0.14 −0.14 0.13 0.05
liwc_certitude_member −0.19 0.09 0.04 0.10 0.10
liwc_emo_anx_coach 0.19 0.15 −0.09 0.19 0.09
liwc_emo_pos_member −0.19 0.10 −0.06 0.16 0.11
liwc_fatigue_member 0.18 −0.01 0.10 0.16 0.00
liwc_risk_coach 0.16 −0.06 −0.03 0.04 0.07
liwc_memory_member 0.15 −0.02 −0.07 0.08 −0.02
liwc_focuspast_coach 0.15 −0.03 0.10 −0.02 0.01
liwc_death_member 0.15 −0.13 −0.06 0.12 −0.06
oob_surprise_member 0.13 −0.11 −0.04 0.08 −0.06
t_44_Perspective_and_curiosity_coach −0.13 0.10 0.12 0.05 0.07
t_35_Thinking_and_Sorting_member −0.12 0.00 0.06 −0.11 0.04
liwc_fatigue_coach 0.12 −0.06 −0.04 0.09 0.05
liwc_visual_coach −0.09 0.06 −0.05 −0.04 −0.07
liwc_Dic_member −0.06 0.64 −0.06 0.15 0.07
liwc_Analytic_coach −0.10 −0.61 −0.24 0.03 −0.19
liwc_verb_coach 0.17 0.58 0.14 0.02 0.15
t_12_Fillers_member 0.21 −0.58 −0.14 0.08 −0.09
t_12_Fillers_coach 0.20 −0.56 −0.15 0.07 −0.04
liwc_verb_member 0.30 0.54 0.20 −0.01 −0.11
liwc_Dic_coach −0.06 0.53 0.23 0.03 −0.13
liwc_Analytic_member −0.28 −0.51 −0.13 −0.03 0.03
liwc_i_member −0.11 0.51 −0.01 0.43 0.06
liwc_auxverb_coach 0.16 0.48 0.20 0.05 0.17
liwc_ipron_coach 0.01 0.47 0.30 −0.03 0.07
liwc_you_coach −0.03 0.45 0.11 −0.04 −0.26
liwc_focuspresent_member 0.23 0.45 −0.06 −0.02 −0.10
liwc_discrep_coach −0.04 0.44 −0.14 −0.04 −0.19
liwc_auxverb_member 0.25 0.42 0.26 0.00 −0.09
liwc_article_member −0.04 −0.42 0.34 −0.32 0.08
liwc_Authentic_member −0.25 0.42 0.31 0.24 0.18
liwc_insight_member −0.16 0.41 −0.06 −0.18 0.14
oob_hedging_member −0.19 0.41 −0.10 −0.11 0.07
liwc_politic_coach 0.09 −0.40 −0.11 −0.05 0.05
liwc_focuspresent_coach 0.27 0.40 0.08 0.07 0.29
t_42_Worries_and_concerns_member 0.03 0.38 −0.03 0.16 0.00
liwc_money_coach 0.01 −0.35 0.05 0.05 0.14
liwc_ipron_member 0.06 0.35 0.18 −0.19 0.05
liwc_money_member −0.07 −0.35 0.20 0.02 0.03
liwc_want_coach −0.19 0.35 0.04 0.04 −0.11
liwc_feeling_member −0.13 0.34 −0.02 0.24 0.12
liwc_politic_member 0.06 −0.34 0.01 −0.04 −0.03
liwc_discrep_member −0.05 0.34 −0.11 0.01 −0.21
liwc_ethnicity_coach 0.14 −0.34 −0.15 0.04 0.01
liwc_insight_coach −0.09 0.33 0.17 −0.17 0.09
t_8_Authenticity_and_Self_Confidence_coach 0.05 0.33 −0.13 −0.06 0.08
trans_end_question_coach −0.22 0.33 0.05 −0.01 −0.14
t_8_Authenticity_and_Self_Confidence_member 0.03 0.31 −0.14 −0.04 0.02
liwc_Clout_coach −0.05 0.31 0.20 −0.17 −0.21
liwc_differ_member 0.04 0.31 0.17 −0.09 −0.02
liwc_number_member 0.12 −0.30 0.24 0.00 −0.01
liwc_ethnicity_member 0.14 −0.29 0.01 0.06 −0.07
t_2_Technical_Discussion_coach 0.10 −0.28 −0.28 −0.14 0.04
liwc_feeling_coach 0.11 0.26 0.10 0.16 0.00
liwc_relig_coach 0.22 −0.26 −0.16 0.11 0.06
liwc_cause_coach 0.13 0.26 −0.02 −0.23 0.14
t_9_Moving_and_Living_in_California_member −0.13 −0.25 0.23 0.25 0.06
liwc_leisure_coach 0.18 −0.25 0.01 0.16 0.07
t_14_Personal_opinions_and_observations_member −0.16 0.24 0.10 0.22 0.01
oob_hedging_coach 0.00 0.24 0.21 −0.02 0.15
t_9_Moving_and_Living_in_California_coach −0.04 −0.24 0.17 0.17 0.00
trans_questions_coach −0.08 0.24 −0.11 −0.04 0.21
liwc_substances_coach 0.15 −0.23 0.00 0.12 0.05
t_26_Entrepreneurship_and_Business_member −0.20 −0.23 0.22 0.09 0.06
oob_fear_member 0.03 0.23 −0.04 0.21 0.03
trans_pause_member 0.02 0.22 0.09 0.02 0.01
t_26_Entrepreneurship_and_Business_coach −0.13 −0.22 0.13 0.11 0.08
liwc_cause_member 0.14 0.21 0.07 −0.19 0.08
t_49_Self_judgment_member 0.20 0.21 −0.01 0.16 0.10
liwc_want_member −0.13 0.21 0.07 0.11 −0.06
t_37_Setting_and_Achieving_Goals_coach −0.11 0.19 0.03 0.00 −0.05
liwc_death_coach 0.15 −0.18 −0.05 0.08 0.13
liwc_sexual_member 0.11 −0.18 −0.07 0.07 0.06
liwc_tech_member −0.04 −0.18 −0.12 0.04 −0.02
liwc_number_coach 0.06 −0.18 −0.17 0.02 0.17
oob_similarity_member −0.06 0.17 −0.03 −0.01 −0.03
liwc_focusfuture_coach 0.09 0.17 0.06 0.00 0.14
t_33_Understanding_and_Knowing_member 0.03 0.16 0.08 −0.04 0.00
trans_pause_coach 0.10 0.16 0.06 0.07 0.07
t_24_Finance_and_Money_Management_coach 0.12 −0.15 0.06 0.14 0.10
oob_similarity_coach −0.05 0.14 0.00 −0.02 −0.05
t_5_Book_Recommendations_member 0.07 −0.13 0.05 −0.04 0.04
t_5_Book_Recommendations_coach 0.05 −0.12 0.01 −0.06 0.09
liwc_risk_member 0.09 −0.10 0.07 0.07 0.00
t_39_Social_Media_and_Networking_coach −0.04 −0.07 0.00 0.07 −0.02
oob_self_disclosure_member −0.01 0.14 0.80 0.11 0.09
oob_empathy_member 0.10 0.22 0.73 0.08 0.07
tl_yes_member 0.02 −0.10 −0.66 0.14 −0.02
liwc_polite_member 0.04 −0.05 −0.59 0.13 −0.06
liwc_WC_member 0.14 0.04 0.58 −0.19 −0.25
liwc_conj_member 0.04 0.06 0.52 −0.06 0.09
liwc_WPS_member −0.18 0.07 0.51 −0.21 −0.05
tl_nonfluencies_member −0.09 −0.11 −0.50 0.13 −0.12
t_19_yeah_okay_mhm_member 0.05 −0.05 −0.49 0.08 0.12
liwc_focuspast_member 0.15 −0.11 0.43 0.13 0.07
liwc_prep_member −0.28 0.12 0.43 0.04 0.09
t_45_Positive_affirmations_and_greetings_member 0.09 0.20 −0.41 0.14 −0.12
trans_backchannel_count_member 0.07 −0.01 0.41 −0.10 −0.24
liwc_space_member −0.12 −0.24 0.40 −0.08 0.04
liwc_auditory_member 0.04 0.18 −0.38 0.09 −0.17
liwc_time_member 0.09 −0.12 0.38 0.20 −0.01
liwc_adverb_coach −0.10 0.25 0.38 −0.01 0.12
liwc_quantity_member −0.13 −0.17 0.38 −0.05 0.10
liwc_comm_coach 0.11 0.26 −0.35 −0.28 0.08
oob_perseverance_member 0.05 0.18 0.35 0.08 0.14
liwc_comm_member 0.33 0.14 −0.35 −0.33 −0.03
liwc_allnone_member 0.23 −0.10 −0.34 0.21 −0.10
t_2_Technical_Discussion_member 0.07 −0.28 −0.33 −0.09 0.01
liwc_motion_member 0.17 −0.10 0.32 0.06 −0.10
liwc_negate_member 0.28 0.19 −0.30 0.24 −0.23
liwc_adj_member −0.18 −0.12 −0.29 0.08 0.09
oob_absolutist_member 0.04 0.01 0.28 0.18 0.06
liwc_adverb_member −0.07 0.23 0.27 0.01 0.08
liwc_acquire_member 0.16 −0.04 0.25 0.07 0.06
t_4_Communication_and_Understanding_member 0.15 0.09 −0.21 −0.09 0.05
liwc_filler_member 0.06 −0.04 −0.21 0.08 0.00
t_3_Value_coach −0.18 0.12 0.21 0.02 −0.11
liwc_certitude_coach −0.03 0.03 0.21 0.03 0.02
oob_demonstrate_understanding_member −0.01 0.06 −0.21 −0.09 0.03
liwc_tech_coach 0.03 −0.17 −0.21 0.04 0.06
t_46_Coaching_and_training_programs_coach −0.18 −0.01 −0.21 −0.06 0.01
liwc_you_member 0.16 0.06 −0.20 −0.08 −0.02
t_16_Time_Management_and_Scheduling_member 0.14 −0.03 0.20 0.03 −0.14
liwc_visual_member −0.03 −0.05 −0.18 −0.12 −0.10
trans_overlap_coach 0.07 −0.02 0.18 −0.08 −0.14
t_38_Travel_and_Vacation_member 0.17 −0.15 0.18 0.02 −0.09
liwc_motion_coach 0.04 −0.02 0.18 0.08 0.14
t_35_Thinking_and_Sorting_coach −0.09 −0.09 0.17 0.01 0.00
oob_checking_understanding_member −0.08 0.13 −0.16 0.03 −0.03
t_46_Coaching_and_training_programs_member −0.09 −0.08 −0.15 −0.11 −0.01
oob_prosocial_member 0.04 −0.04 0.15 0.13 −0.06
t_34_Prioritizing_and_Getting_Things_Done_member 0.01 0.03 0.13 −0.02 −0.09
t_34_Prioritizing_and_Getting_Things_Done_coach 0.02 0.01 0.12 −0.01 −0.06
liwc_acquire_coach 0.07 0.08 0.11 0.03 0.06
t_33_Understanding_and_Knowing_coach −0.06 0.10 0.11 0.00 0.09
oob_formality_coach −0.09 −0.05 0.10 0.09 −0.09
liwc_lack_member 0.04 0.08 0.08 0.08 0.02
t_1_Team_Management_and_Leadership_member 0.00 −0.01 0.16 −0.68 −0.08
t_1_Team_Management_and_Leadership_coach 0.04 0.00 0.09 −0.60 −0.07
oob_teamwork_member −0.02 0.03 0.22 −0.53 0.00
oob_neutral_member −0.13 −0.22 0.02 −0.51 −0.03
t_32_Communication_style_member 0.10 0.14 −0.17 −0.49 −0.03
oob_leadership_member −0.07 0.00 0.13 −0.48 0.03
t_31_Asking_and_Answering_Questions_member 0.17 0.31 −0.15 −0.47 0.00
t_32_Communication_style_coach 0.09 0.16 −0.17 −0.46 −0.05
t_50_Thinking_and_reflection_member −0.11 0.20 −0.12 −0.43 0.00
oob_sadness_member 0.02 0.06 0.03 0.42 0.01
liwc_Clout_member 0.28 −0.38 0.01 −0.42 −0.08
liwc_power_member −0.04 −0.27 0.02 −0.42 0.04
liwc_affiliation_member 0.25 −0.20 0.17 −0.40 −0.15
liwc_we_member 0.26 −0.19 0.13 −0.40 −0.14
oob_leadership_coach −0.03 0.01 0.03 −0.40 0.08
liwc_BigWords_member −0.20 −0.31 0.16 −0.38 0.13
t_28_Sales_and_Marketing_member −0.05 −0.22 0.09 −0.38 −0.01
t_31_Asking_and_Answering_Questions_coach 0.05 0.32 −0.10 −0.37 0.05
liwc_allure_member −0.04 0.25 −0.16 0.36 −0.06
liwc_leisure_member 0.11 −0.25 0.12 0.34 −0.02
liwc_home_member 0.16 −0.23 0.21 0.33 0.00
tl_family_member 0.27 −0.14 0.24 0.33 −0.04
oob_intrinsic_motivation_member −0.29 0.02 0.23 0.33 0.06
t_10_Sleep_and_Wellness_Routines_member 0.10 −0.08 0.10 0.29 0.04
liwc_they_coach 0.14 −0.01 −0.09 −0.29 0.24
oob_teamwork_coach −0.13 0.07 0.08 −0.29 0.20
liwc_they_member 0.18 −0.06 0.13 −0.29 −0.08
liwc_power_coach −0.19 −0.17 −0.18 −0.28 0.25
t_29_Stress_Management_member 0.04 0.17 0.12 0.28 0.02
liwc_wellness_member −0.01 −0.09 0.08 0.28 0.03
t_36_Friendship_and_Relationships_member 0.16 0.01 0.17 0.28 −0.05
liwc_illness_member 0.09 −0.11 0.12 0.27 0.02
liwc_prosocial_member −0.06 0.00 −0.24 −0.27 0.04
liwc_friend_member 0.04 −0.06 0.09 0.26 −0.01
t_21_Personal_and_Professional_Development_member −0.21 0.00 −0.14 −0.26 0.13
oob_sadness_coach 0.23 −0.04 −0.12 0.26 −0.08
t_37_Setting_and_Achieving_Goals_member −0.08 0.19 0.09 −0.25 −0.07
t_28_Sales_and_Marketing_coach −0.04 −0.20 −0.04 −0.25 0.05
liwc_emo_sad_member 0.19 −0.01 0.06 0.25 0.05
liwc_emo_anx_member 0.09 0.22 −0.06 0.25 0.06
t_25_Hiring_and_Human_Resources_coach 0.11 −0.02 0.05 −0.25 −0.01
t_25_Hiring_and_Human_Resources_member 0.11 −0.03 0.14 −0.24 −0.01
t_23_Reflecting_and_Appreciation_member −0.20 0.08 −0.15 −0.24 0.07
liwc_wellness_coach 0.06 −0.08 0.04 0.24 0.02
liwc_mental_member 0.07 −0.01 0.08 0.23 0.04
t_29_Stress_Management_coach 0.15 0.14 0.09 0.23 0.01
t_41_Discussion/Conversation_with_boss_or_clients_member 0.20 −0.08 −0.05 −0.23 0.15
t_6_Goal_Setting_and_Motivation_coach −0.18 0.07 0.07 0.22 −0.02
t_21_Personal_and_Professional_Development_coach −0.22 0.00 −0.11 −0.22 0.09
t_10_Sleep_and_Wellness_Routines_coach 0.09 −0.07 0.04 0.22 0.07
tl_food_member 0.15 −0.12 0.07 0.21 0.00
t_24_Finance_and_Money_Management_member 0.10 −0.15 0.19 0.21 −0.03
liwc_home_coach 0.16 −0.16 0.08 0.20 0.12
oob_intrinsic_motivation_coach −0.13 −0.03 0.19 0.20 0.06
t_50_Thinking_and_reflection_coach −0.07 0.14 −0.02 −0.20 0.00
t_43_Education/Teaching/School_member −0.13 −0.05 0.05 0.19 0.00
t_14_Personal_opinions_and_observations_coach −0.08 0.16 0.12 0.19 0.04
liwc_mental_coach 0.07 −0.03 0.03 0.19 0.18
liwc_i_coach 0.02 0.10 −0.10 0.19 0.16
tl_food_coach 0.15 −0.13 0.02 0.18 0.03
trans_questions_member 0.12 0.10 0.06 −0.18 −0.12
t_17_Anxiety_and_Music_coach 0.16 0.09 −0.03 0.17 0.04
liwc_substances_member 0.15 −0.15 0.05 0.16 −0.03
liwc_illness_coach 0.10 −0.10 0.02 0.14 0.13
liwc_attention_member −0.13 0.05 −0.06 −0.14 0.03
liwc_friend_coach 0.10 −0.02 −0.02 0.14 0.02
t_17_Anxiety_and_Music_member 0.11 0.09 −0.02 0.14 0.01
t_43_Education/Teaching/School_coach −0.05 −0.09 −0.01 0.13 0.05
trans_end_question_member 0.03 0.09 −0.02 −0.12 −0.02
t_39_Social_Media_and_Networking_member −0.07 −0.08 0.04 0.08 −0.06
liwc_fulfill_member 0.00 −0.03 0.02 0.06 −0.02
oob_self_disclosure_coach 0.00 −0.06 0.04 0.08 0.85
oob_empathy_coach 0.23 0.05 0.17 0.07 0.76
tl_yes_coach 0.06 −0.22 −0.12 0.01 −0.59
liwc_WC_coach 0.02 0.03 −0.09 −0.02 0.58
trans_backchannel_count_coach 0.00 0.02 −0.31 −0.01 0.57
liwc_WPS_coach −0.24 0.04 0.09 −0.04 0.55
liwc_Authentic_coach −0.13 0.06 0.11 0.17 0.50
liwc_conj_coach −0.06 0.15 0.18 −0.06 0.50
liwc_differ_coach 0.13 0.16 −0.10 −0.06 0.49
t_19_yeah_okay_mhm_coach 0.14 −0.10 0.16 0.00 −0.48
liwc_article_coach 0.00 −0.34 −0.03 −0.16 0.43
liwc_auditory_coach 0.02 0.22 −0.18 0.05 −0.43
tl_nonfluencies_coach −0.06 −0.21 −0.17 0.07 −0.42
t_45_Positive_affirmations_and_greetings_coach 0.12 0.31 −0.15 0.06 −0.41
t_41_Discussion/Conversation_with_boss_or_clients_coach 0.17 −0.11 −0.32 −0.10 0.40
liwc_polite_coach 0.01 −0.02 −0.28 0.04 −0.38
liwc_BigWords_coach −0.19 −0.17 −0.09 −0.21 0.36
t_23_Reflecting_and_Appreciation_coach −0.26 0.14 0.11 −0.09 −0.34
liwc_tone_pos_coach −0.23 0.01 0.10 0.05 −0.33
oob_checking_understanding_coach −0.08 0.08 0.22 0.04 −0.33
oob_perseverance_coach 0.15 −0.01 0.04 0.05 0.33
liwc_quantity_coach −0.07 −0.19 0.05 0.14 0.32
oob_joy_coach −0.23 −0.01 0.21 0.15 −0.32
oob_absolutist_coach 0.03 0.03 0.14 0.11 0.29
oob_learning_coach −0.07 0.04 −0.04 −0.07 0.29
liwc_filler_coach 0.09 −0.10 0.18 0.06 −0.29
liwc_tentat_coach −0.17 0.19 0.14 −0.01 0.29
liwc_emo_pos_coach −0.08 0.02 0.14 0.09 −0.29
trans_delta_coach −0.09 −0.18 −0.20 −0.05 0.28
liwc_allure_coach 0.02 0.16 0.04 0.24 −0.27
oob_surprise_coach 0.08 −0.01 0.12 0.06 −0.26
liwc_space_coach −0.19 −0.11 0.18 0.04 0.26
t_20_Personal_development_and_self_help_coach −0.07 −0.02 0.03 0.05 0.25
liwc_we_coach −0.04 0.13 −0.02 0.06 0.23
liwc_prosocial_coach −0.07 0.10 0.01 −0.16 −0.23
liwc_adj_coach −0.06 −0.20 −0.07 0.12 −0.22
liwc_lack_coach 0.10 0.04 0.01 0.02 0.21
liwc_time_coach 0.01 −0.02 0.13 0.16 0.21
t_20_Personal_development_and_self_help_member −0.03 −0.02 0.07 −0.02 0.21
liwc_affiliation_coach −0.05 0.10 −0.04 −0.01 0.20
trans_overlap_member 0.12 −0.13 −0.15 0.00 0.20
t_4_Communication_and_Understanding_coach 0.19 0.17 0.16 −0.03 −0.19
trans_delta_member −0.04 −0.11 0.05 −0.09 −0.18
oob_demonstrate_understanding_coach 0.03 0.07 0.00 −0.02 −0.17
t_16_Time_Management_and_Scheduling_coach 0.09 −0.03 0.13 0.05 −0.15
liwc_fulfill_coach 0.01 −0.02 0.06 0.11 0.13
liwc_sexual_coach −0.02 −0.08 −0.01 0.06 0.10
oob_prosocial_coach 0.07 −0.01 0.03 0.05 0.08
SS loadings 12.92 12.52 11.22 10.73 9.52
Proportion Var 0.04 0.04 0.03 0.03 0.03
Cumulative Var 0.04 0.08 0.11 0.15 0.17
Proportion Explained 0.23 0.22 0.20 0.19 0.17
Cumulative Proportion 0.23 0.45 0.64 0.83 1.00
Item MR2 MR1 MR5 MR3 MR4 MR6
liwc_tone_neg_coach 0.64 −0.14 −0.07 −0.10 0.30 0.01
liwc_tone_neg_member 0.62 −0.09 0.14 −0.25 0.04 0.02
t_15_Frustration_and_Emotions_member 0.57 0.06 0.15 0.20 −0.02 −0.15
t_15_Frustration_and_Emotions_coach 0.55 0.07 0.04 0.23 0.09 −0.08
oob_disgust_coach 0.49 0.04 −0.09 0.10 0.12 0.15
liwc_work_member −0.48 −0.10 0.12 0.21 0.12 0.05
oob_disgust_member 0.48 0.13 −0.01 −0.07 −0.04 0.13
oob_anger_member 0.48 0.05 0.07 0.01 −0.05 0.04
t_49_Self_judgment_coach 0.45 0.02 0.06 −0.17 0.10 −0.15
liwc_emo_anger_member 0.45 −0.03 0.12 0.04 0.02 0.00
oob_anger_coach 0.44 0.15 −0.15 0.11 0.09 0.07
liwc_work_coach −0.44 −0.05 −0.13 0.21 0.26 0.05
t_49_Self_judgment_member 0.41 −0.01 0.11 −0.20 0.06 −0.16
liwc_conflict_coach 0.41 −0.16 −0.09 0.11 0.19 −0.05
liwc_shehe_member 0.41 0.05 0.21 0.30 −0.14 0.26
liwc_conflict_member 0.41 −0.19 0.05 0.09 0.04 0.02
oob_goal_member −0.40 0.08 0.17 −0.09 0.05 −0.03
oob_neutral_coach −0.39 0.00 −0.06 0.16 0.27 −0.10
liwc_emo_anger_coach 0.38 −0.05 −0.01 0.09 0.14 −0.03
liwc_shehe_coach 0.37 0.02 −0.01 0.33 0.07 0.17
t_26_Entrepreneurship_and_Business_member −0.37 −0.02 0.11 −0.04 0.10 0.25
t_40_Job_Search_and_Career_Development_member −0.37 0.02 0.08 −0.08 0.09 −0.02
liwc_female_member 0.33 −0.01 0.18 0.11 −0.13 0.20
oob_humor_coach −0.33 −0.13 0.27 0.10 0.25 −0.16
liwc_moral_coach 0.33 −0.08 −0.04 −0.01 0.17 −0.11
liwc_curiosity_member −0.32 0.00 0.00 −0.07 0.09 −0.08
liwc_moral_member 0.32 −0.05 0.02 0.00 0.01 −0.05
t_40_Job_Search_and_Career_Development_coach −0.32 0.07 −0.09 0.02 0.09 0.10
liwc_female_coach 0.31 −0.05 0.01 0.16 0.03 0.16
liwc_male_coach 0.30 −0.05 −0.06 0.29 0.11 0.21
t_26_Entrepreneurship_and_Business_coach −0.30 0.00 0.01 −0.04 0.12 0.27
liwc_feeling_coach 0.30 0.06 0.21 −0.21 −0.05 −0.15
oob_goal_coach −0.30 0.09 0.09 −0.06 −0.01 −0.02
t_29_Stress_Management_coach 0.29 0.00 0.16 −0.24 −0.03 −0.04
liwc_emo_anx_coach 0.29 0.05 −0.04 −0.19 0.07 −0.04
oob_fear_coach 0.28 0.04 −0.09 −0.13 0.02 −0.05
liwc_achieve_member −0.28 −0.02 0.16 0.04 0.08 −0.28
liwc_emo_sad_member 0.26 −0.08 0.10 −0.22 0.03 0.07
oob_sadness_coach 0.26 −0.08 −0.11 −0.20 −0.09 0.11
liwc_achieve_coach −0.26 0.01 0.01 0.01 0.01 −0.24
liwc_emo_sad_coach 0.26 −0.06 0.01 −0.12 0.12 0.05
liwc_swear_member 0.26 −0.11 0.01 −0.01 −0.02 0.15
liwc_swear_coach 0.24 −0.13 0.01 0.04 0.07 0.14
liwc_reward_member −0.24 −0.07 0.12 0.10 0.01 −0.12
liwc_curiosity_coach −0.23 0.09 0.15 −0.11 −0.07 −0.06
liwc_reward_coach −0.23 0.01 0.12 0.01 −0.05 −0.14
t_39_Social_Media_and_Networking_member −0.22 0.10 −0.08 −0.03 −0.03 0.20
t_7_Excitement_and_Anticipation_coach −0.22 −0.07 0.10 −0.11 −0.10 −0.09
t_22_Envisioning_member −0.22 −0.03 0.05 −0.14 −0.05 −0.03
t_22_Envisioning_coach −0.22 0.00 0.10 −0.17 −0.08 0.00
t_7_Excitement_and_Anticipation_member −0.21 −0.11 0.04 −0.16 0.04 −0.20
liwc_relig_member 0.20 −0.14 0.04 −0.12 −0.03 0.15
liwc_cause_coach 0.20 0.16 0.03 0.19 0.12 −0.20
t_17_Anxiety_and_Music_coach 0.20 0.06 −0.02 −0.15 0.02 0.04
liwc_fatigue_member 0.20 −0.02 0.11 −0.11 −0.01 0.11
liwc_risk_coach 0.19 −0.11 0.00 −0.01 0.05 0.03
t_36_Friendship_and_Relationships_coach 0.18 0.01 0.03 −0.12 0.00 0.14
liwc_attention_coach −0.18 0.05 0.08 −0.03 −0.02 −0.11
t_17_Anxiety_and_Music_member 0.17 0.03 0.00 −0.13 −0.01 0.00
liwc_memory_coach 0.17 0.05 0.01 0.05 0.01 0.08
liwc_memory_member 0.16 −0.04 −0.06 −0.05 −0.03 0.05
liwc_allnone_coach 0.16 −0.01 −0.15 0.01 −0.11 0.16
liwc_attention_member −0.14 0.07 −0.07 0.11 0.04 −0.09
liwc_death_member 0.13 −0.12 −0.07 −0.06 −0.06 0.13
liwc_fatigue_coach 0.12 −0.06 −0.04 −0.06 0.04 0.07
liwc_visual_coach −0.10 0.08 −0.07 0.02 −0.07 −0.04
oob_formality_coach −0.10 −0.03 0.09 −0.09 −0.08 0.06
liwc_verb_coach 0.01 0.79 −0.02 0.02 0.17 0.11
liwc_Analytic_coach 0.02 −0.77 −0.12 −0.03 −0.19 −0.04
liwc_auxverb_coach 0.01 0.68 0.05 −0.01 0.18 0.15
t_12_Fillers_member 0.20 −0.61 −0.09 0.02 −0.09 0.19
t_12_Fillers_coach 0.21 −0.60 −0.10 0.02 −0.05 0.16
liwc_verb_member 0.24 0.59 0.13 0.04 −0.13 0.03
liwc_Analytic_member −0.22 −0.57 −0.06 0.00 0.04 −0.04
liwc_Dic_coach −0.07 0.57 0.17 −0.07 −0.14 −0.07
liwc_Dic_member 0.05 0.55 −0.05 −0.25 0.04 −0.22
liwc_discrep_coach −0.11 0.52 −0.24 0.02 −0.18 −0.06
liwc_auxverb_member 0.16 0.51 0.17 0.05 −0.10 0.10
liwc_you_coach −0.08 0.50 0.04 0.01 −0.26 −0.05
liwc_focuspresent_coach 0.21 0.49 0.00 −0.04 0.28 0.08
liwc_ipron_coach 0.07 0.43 0.31 −0.02 0.05 −0.12
liwc_focuspresent_member 0.24 0.42 −0.08 0.02 −0.11 −0.07
liwc_discrep_member −0.09 0.38 −0.17 −0.04 −0.21 −0.06
liwc_politic_coach 0.03 −0.36 −0.12 0.12 0.06 0.13
liwc_want_coach −0.17 0.35 0.02 −0.10 −0.11 −0.11
liwc_BigWords_member −0.18 −0.35 0.24 0.33 0.14 −0.14
liwc_ethnicity_coach 0.13 −0.34 −0.14 0.02 0.01 0.11
t_2_Technical_Discussion_coach 0.10 −0.33 −0.24 0.16 0.04 −0.03
trans_pause_coach −0.04 0.32 −0.06 −0.01 0.09 0.18
liwc_focusfuture_coach −0.03 0.31 −0.04 0.04 0.15 0.12
trans_end_question_coach −0.19 0.31 0.04 −0.07 −0.14 −0.15
liwc_differ_member 0.05 0.29 0.16 0.07 −0.03 −0.08
trans_pause_member −0.04 0.29 0.04 −0.01 0.01 0.04
trans_delta_coach 0.02 −0.29 −0.11 0.00 0.27 −0.15
liwc_politic_member −0.01 −0.29 0.00 0.10 −0.02 0.14
liwc_Clout_coach −0.04 0.29 0.21 0.12 −0.22 −0.13
liwc_power_coach −0.09 −0.28 −0.08 0.19 0.25 −0.26
liwc_focusfuture_member 0.11 0.28 0.04 0.18 −0.22 0.18
t_4_Communication_and_Understanding_coach 0.07 0.27 0.08 0.09 −0.19 0.14
liwc_ipron_member 0.12 0.27 0.22 0.14 0.03 −0.19
liwc_ethnicity_member 0.11 −0.27 0.01 0.01 −0.07 0.15
t_42_Worries_and_concerns_coach 0.16 0.27 0.10 0.02 −0.09 0.20
liwc_relig_coach 0.21 −0.27 −0.15 −0.04 0.05 0.12
liwc_adj_coach −0.01 −0.26 −0.03 −0.11 −0.22 0.01
t_42_Worries_and_concerns_member 0.15 0.26 0.02 −0.22 −0.03 −0.14
liwc_insight_coach 0.00 0.25 0.23 0.08 0.07 −0.24
trans_questions_coach −0.06 0.24 −0.12 −0.01 0.22 −0.12
liwc_need_member 0.09 0.23 0.05 0.11 −0.18 0.15
liwc_substances_coach 0.14 −0.23 0.00 −0.06 0.05 0.14
liwc_i_coach −0.07 0.22 −0.20 −0.15 0.18 0.14
liwc_acquire_coach −0.05 0.22 0.03 0.01 0.08 0.15
liwc_want_member −0.11 0.21 0.05 −0.15 −0.06 −0.03
liwc_leisure_coach 0.14 −0.21 −0.01 −0.07 0.07 0.20
liwc_need_coach 0.08 0.19 −0.05 0.19 0.10 0.15
trans_delta_member 0.02 −0.19 0.11 0.07 −0.19 −0.07
liwc_sexual_member 0.11 −0.19 −0.06 −0.03 0.06 0.08
t_33_Understanding_and_Knowing_coach −0.11 0.18 0.06 −0.01 0.10 0.04
liwc_death_coach 0.14 −0.17 −0.05 −0.03 0.13 0.11
oob_similarity_member −0.04 0.15 −0.03 −0.02 −0.03 −0.08
t_37_Setting_and_Achieving_Goals_coach −0.05 0.13 0.06 −0.06 −0.05 −0.12
liwc_lack_member 0.00 0.13 0.05 −0.06 0.03 0.08
oob_similarity_coach −0.04 0.13 0.00 −0.01 −0.05 −0.06
t_34_Prioritizing_and_Getting_Things_Done_member −0.08 0.13 0.07 0.06 −0.08 0.11
t_33_Understanding_and_Knowing_member 0.07 0.12 0.10 0.01 −0.01 −0.07
t_5_Book_Recommendations_member 0.03 −0.11 0.04 0.08 0.04 0.07
liwc_sexual_coach 0.00 −0.10 0.01 −0.06 0.10 0.01
oob_self_disclosure_member 0.06 0.11 0.84 −0.12 0.06 0.07
oob_empathy_member 0.23 0.11 0.81 −0.09 0.02 −0.02
tl_yes_member 0.05 −0.14 −0.66 −0.14 −0.01 −0.05
liwc_WPS_member −0.08 −0.04 0.61 0.13 −0.07 −0.18
liwc_polite_member 0.07 −0.11 −0.58 −0.13 −0.06 −0.06
liwc_WC_member 0.07 0.09 0.56 0.24 −0.26 0.09
t_19_yeah_okay_mhm_member 0.03 −0.03 −0.51 −0.07 0.13 0.00
liwc_prep_member −0.16 0.03 0.50 −0.13 0.08 −0.13
t_45_Positive_affirmations_and_greetings_member 0.04 0.25 −0.49 −0.12 −0.11 0.03
liwc_conj_member −0.03 0.15 0.48 0.09 0.09 0.12
tl_nonfluencies_member −0.03 −0.18 −0.47 −0.15 −0.12 −0.08
liwc_auditory_member 0.01 0.20 −0.44 −0.09 −0.17 −0.02
oob_perseverance_member 0.17 0.07 0.42 −0.12 0.10 −0.08
trans_backchannel_count_member 0.04 0.00 0.41 0.14 −0.25 0.07
liwc_allnone_member 0.14 −0.03 −0.40 −0.12 −0.09 0.19
liwc_adverb_coach −0.09 0.27 0.37 −0.03 0.11 −0.04
liwc_focuspast_member 0.05 0.01 0.37 −0.04 0.07 0.28
liwc_prep_coach −0.20 0.04 0.36 −0.16 0.22 −0.14
oob_humor_member −0.27 −0.11 0.36 0.24 0.15 −0.35
liwc_space_member −0.21 −0.12 0.35 0.12 0.06 0.16
liwc_Authentic_member −0.11 0.34 0.35 −0.34 0.15 −0.14
liwc_comm_coach 0.13 0.21 −0.33 0.23 0.07 −0.23
liwc_negate_coach 0.32 0.14 −0.33 0.04 0.13 0.19
liwc_tech_coach −0.15 0.02 −0.33 0.04 0.10 0.22
liwc_negate_member 0.29 0.15 −0.32 −0.19 −0.25 0.06
liwc_quantity_member −0.24 −0.02 0.31 0.09 0.12 0.17
t_2_Technical_Discussion_member 0.06 −0.30 −0.31 0.12 0.02 0.00
t_3_Value_coach −0.07 0.02 0.28 −0.09 −0.12 −0.14
liwc_adj_member −0.13 −0.16 −0.27 −0.12 0.10 −0.07
oob_absolutist_member 0.04 0.04 0.26 −0.15 0.06 0.13
liwc_adverb_member −0.06 0.24 0.26 −0.04 0.07 −0.04
liwc_number_coach −0.08 −0.02 −0.26 0.05 0.20 0.19
t_4_Communication_and_Understanding_member 0.08 0.14 −0.26 0.11 0.06 0.02
oob_hedging_coach 0.09 0.16 0.26 −0.03 0.12 −0.13
t_46_Coaching_and_training_programs_coach −0.22 0.03 −0.23 0.03 0.03 −0.06
liwc_filler_member 0.05 −0.03 −0.23 −0.06 0.00 0.04
liwc_tech_member −0.19 −0.01 −0.22 0.02 0.01 0.20
liwc_certitude_coach 0.00 0.02 0.22 −0.04 0.01 0.01
liwc_you_member 0.11 0.08 −0.22 0.11 −0.01 0.00
liwc_visual_member −0.10 0.01 −0.22 0.13 −0.08 0.00
t_46_Coaching_and_training_programs_member −0.17 0.01 −0.20 0.12 0.02 0.02
trans_overlap_coach 0.06 −0.03 0.19 0.09 −0.15 0.02
oob_demonstrate_understanding_member 0.02 0.01 −0.18 0.06 0.02 −0.11
oob_checking_understanding_member −0.08 0.13 −0.17 −0.06 −0.03 −0.06
liwc_motion_coach 0.04 0.00 0.17 −0.06 0.14 0.07
t_35_Thinking_and_Sorting_coach −0.12 −0.05 0.15 0.00 0.00 0.06
t_44_Perspective_and_curiosity_coach −0.08 0.07 0.14 −0.10 0.07 −0.07
oob_prosocial_member 0.02 0.00 0.12 −0.10 −0.06 0.12
t_1_Team_Management_and_Leadership_member −0.04 −0.03 0.20 0.64 −0.08 −0.21
t_1_Team_Management_and_Leadership_coach −0.03 0.02 0.10 0.58 −0.06 −0.15
liwc_Clout_member 0.09 −0.24 −0.04 0.54 −0.06 0.17
oob_neutral_member −0.36 −0.01 −0.07 0.54 0.02 0.06
liwc_i_member 0.05 0.39 0.02 −0.51 0.03 −0.13
liwc_we_member 0.07 −0.04 0.07 0.51 −0.12 0.15
liwc_affiliation_member 0.09 −0.09 0.13 0.50 −0.14 0.12
oob_teamwork_member −0.04 0.01 0.26 0.49 0.00 −0.18
t_32_Communication_style_member 0.12 0.07 −0.12 0.45 −0.04 −0.25
oob_leadership_member −0.07 −0.03 0.17 0.43 0.03 −0.19
t_28_Sales_and_Marketing_member −0.25 −0.03 0.01 0.43 0.02 0.11
oob_sadness_member 0.12 0.00 0.05 −0.42 −0.01 0.07
t_32_Communication_style_coach 0.10 0.10 −0.13 0.41 −0.05 −0.24
t_31_Asking_and_Answering_Questions_member 0.24 0.18 −0.07 0.41 −0.02 −0.32
liwc_allure_member 0.04 0.20 −0.16 −0.39 −0.07 −0.02
liwc_power_member −0.03 −0.32 0.09 0.39 0.04 −0.13
liwc_feeling_member 0.20 0.04 0.15 −0.39 0.07 −0.35
oob_intrinsic_motivation_member −0.18 −0.04 0.27 −0.39 0.05 −0.02
liwc_article_member −0.18 −0.28 0.30 0.38 0.11 0.16
liwc_they_member 0.01 0.09 0.05 0.37 −0.07 0.13
oob_leadership_coach −0.04 0.00 0.06 0.36 0.08 −0.16
t_18_Professional_coaching_and_therapy_coach −0.28 0.02 0.09 −0.35 0.11 −0.10
t_18_Professional_coaching_and_therapy_member −0.20 −0.04 0.08 −0.35 0.11 −0.09
liwc_comm_member 0.31 0.09 −0.33 0.35 −0.04 −0.13
oob_joy_member −0.19 −0.08 0.08 −0.34 0.06 −0.19
liwc_they_coach −0.02 0.14 −0.17 0.34 0.26 0.06
t_29_Stress_Management_member 0.24 −0.02 0.22 −0.33 −0.02 −0.10
t_28_Sales_and_Marketing_coach −0.25 0.01 −0.15 0.31 0.09 0.15
t_14_Personal_opinions_and_observations_member 0.01 0.10 0.17 −0.31 −0.01 −0.16
t_25_Hiring_and_Human_Resources_coach −0.07 0.14 −0.04 0.31 0.01 0.11
t_6_Goal_Setting_and_Motivation_member −0.15 −0.02 0.14 −0.30 0.02 −0.14
t_31_Asking_and_Answering_Questions_coach 0.10 0.23 −0.05 0.30 0.04 −0.28
t_25_Hiring_and_Human_Resources_member −0.01 0.07 0.09 0.29 0.00 0.08
liwc_emo_anx_member 0.24 0.07 0.01 −0.29 0.02 −0.10
t_6_Goal_Setting_and_Motivation_coach −0.08 −0.01 0.11 −0.28 −0.03 −0.06
t_41_Discussion/Conversation_with_boss_or_clients_member 0.12 −0.02 −0.08 0.28 0.16 0.05
oob_fear_member 0.21 0.05 0.05 −0.28 0.00 −0.16
liwc_wellness_member 0.03 −0.10 0.09 −0.26 0.03 0.10
liwc_emo_pos_member −0.03 −0.03 0.02 −0.25 0.09 −0.17
oob_formality_member −0.09 −0.12 0.17 −0.24 0.04 −0.20
liwc_friend_member 0.07 −0.07 0.09 −0.23 −0.02 0.11
t_36_Friendship_and_Relationships_member 0.19 −0.01 0.17 −0.23 −0.07 0.14
t_14_Personal_opinions_and_observations_coach −0.01 0.11 0.13 −0.22 0.02 −0.03
liwc_wellness_coach 0.12 −0.13 0.07 −0.22 0.01 0.07
liwc_mental_member 0.13 −0.05 0.10 −0.22 0.03 0.06
liwc_illness_member 0.08 −0.08 0.10 −0.22 0.01 0.19
oob_teamwork_coach −0.09 0.02 0.13 0.21 0.20 −0.20
oob_intrinsic_motivation_coach −0.10 −0.03 0.19 −0.21 0.06 0.05
trans_questions_member 0.06 0.13 0.04 0.19 −0.13 −0.01
t_43_Education/Teaching/School_member −0.17 0.03 0.00 −0.18 0.02 0.12
liwc_certitude_member −0.07 −0.01 0.10 −0.18 0.09 −0.14
liwc_mental_coach 0.14 −0.08 0.07 −0.18 0.17 0.04
liwc_cause_member 0.16 0.17 0.10 0.17 0.06 −0.11
t_50_Thinking_and_reflection_coach −0.05 0.12 −0.01 0.15 0.00 −0.14
trans_end_question_member 0.02 0.09 −0.02 0.11 −0.02 −0.05
liwc_friend_coach 0.10 −0.02 −0.02 −0.11 0.01 0.08
liwc_fulfill_member −0.01 −0.01 0.01 −0.05 −0.01 0.04
oob_self_disclosure_coach 0.04 −0.03 0.05 −0.10 0.85 0.02
oob_empathy_coach 0.27 0.06 0.19 −0.05 0.73 0.05
tl_yes_coach 0.10 −0.32 −0.06 0.02 −0.60 0.00
liwc_WC_coach 0.01 0.07 −0.11 0.01 0.59 −0.02
trans_backchannel_count_coach 0.06 −0.01 −0.28 −0.03 0.57 −0.12
liwc_WPS_coach −0.20 0.07 0.10 −0.04 0.55 −0.10
liwc_Authentic_coach −0.11 0.10 0.10 −0.20 0.50 0.02
liwc_conj_coach −0.07 0.20 0.16 0.03 0.50 −0.03
liwc_differ_coach 0.09 0.22 −0.13 0.07 0.49 −0.01
t_19_yeah_okay_mhm_coach 0.10 −0.10 0.16 0.06 −0.49 0.11
liwc_article_coach −0.03 −0.29 −0.01 0.19 0.45 0.04
tl_nonfluencies_coach 0.03 −0.33 −0.10 −0.08 −0.43 −0.06
liwc_auditory_coach −0.01 0.23 −0.22 −0.05 −0.42 −0.02
t_45_Positive_affirmations_and_greetings_coach 0.04 0.37 −0.23 −0.03 −0.41 0.05
t_41_Discussion/Conversation_with_boss_or_clients_coach 0.18 −0.13 −0.30 0.11 0.40 −0.04
liwc_polite_coach 0.03 −0.08 −0.27 −0.04 −0.37 −0.04
t_23_Reflecting_and_Appreciation_coach −0.06 −0.08 0.25 −0.04 −0.37 −0.32
liwc_tone_pos_coach −0.11 −0.13 0.17 −0.12 −0.35 −0.14
liwc_BigWords_coach −0.04 −0.32 0.04 0.11 0.35 −0.26
liwc_quantity_coach −0.15 −0.06 −0.02 −0.10 0.34 0.19
oob_checking_understanding_coach −0.06 0.05 0.23 −0.05 −0.33 0.00
oob_joy_coach −0.14 −0.10 0.25 −0.20 −0.33 −0.05
oob_perseverance_coach 0.13 0.02 0.03 −0.02 0.32 0.07
liwc_emo_pos_coach −0.02 −0.05 0.18 −0.11 −0.30 −0.03
liwc_filler_coach 0.07 −0.11 0.18 −0.01 −0.29 0.11
oob_absolutist_coach 0.02 0.08 0.12 −0.10 0.29 0.08
oob_learning_coach −0.01 0.00 −0.01 0.02 0.29 −0.12
liwc_tentat_coach −0.12 0.18 0.15 −0.06 0.28 −0.10
liwc_allure_coach −0.06 0.25 −0.05 −0.19 −0.26 0.16
oob_surprise_coach 0.04 0.02 0.09 −0.01 −0.26 0.11
liwc_space_coach −0.13 −0.13 0.22 −0.08 0.25 −0.03
t_20_Personal_development_and_self_help_coach −0.04 −0.01 0.03 −0.07 0.25 −0.01
liwc_prosocial_coach −0.01 0.01 0.07 0.10 −0.24 −0.17
liwc_time_coach −0.05 0.09 0.07 −0.12 0.22 0.17
liwc_lack_coach 0.04 0.12 −0.04 0.01 0.21 0.09
liwc_we_coach 0.08 0.02 0.04 −0.12 0.21 −0.15
t_20_Personal_development_and_self_help_member −0.02 −0.01 0.08 0.01 0.21 −0.01
trans_overlap_member 0.09 −0.10 −0.17 0.04 0.20 0.06
oob_demonstrate_understanding_coach −0.01 0.10 −0.03 0.03 −0.17 0.03
liwc_illness_coach 0.11 −0.10 0.02 −0.11 0.13 0.09
liwc_fulfill_coach 0.03 −0.02 0.07 −0.11 0.13 0.04
t_5_Book_Recommendations_coach 0.01 −0.09 0.01 0.08 0.10 0.05
oob_prosocial_coach 0.06 0.00 0.02 −0.03 0.07 0.05
oob_hedging_member 0.10 0.11 0.07 −0.08 0.03 −0.50
liwc_insight_member 0.11 0.13 0.11 0.00 0.09 −0.49
t_13_Back_and_forth_member 0.21 0.11 0.18 0.16 −0.07 0.47
liwc_number_member −0.16 0.00 0.08 0.16 0.03 0.43
liwc_home_member 0.01 −0.05 0.09 −0.20 0.01 0.42
t_24_Finance_and_Money_Management_member −0.12 0.10 0.03 −0.07 0.01 0.41
liwc_money_coach −0.26 −0.05 −0.11 0.07 0.19 0.40
t_13_Back_and_forth_coach 0.11 0.18 −0.08 0.14 0.09 0.39
t_50_Thinking_and_reflection_member 0.01 0.03 −0.01 0.30 −0.01 −0.39
liwc_money_member −0.32 −0.07 0.04 0.09 0.08 0.37
t_24_Finance_and_Money_Management_coach −0.10 0.11 −0.10 −0.01 0.14 0.37
liwc_time_member −0.08 0.08 0.26 −0.09 0.01 0.37
tl_family_member 0.17 −0.02 0.16 −0.19 −0.04 0.36
t_27_Casual_language_member 0.28 0.14 0.17 −0.14 −0.07 0.34
tl_family_coach 0.24 −0.07 0.04 −0.07 0.09 0.33
t_23_Reflecting_and_Appreciation_member −0.06 −0.08 −0.05 0.12 0.06 −0.33
t_8_Authenticity_and_Self_Confidence_member 0.24 0.08 −0.01 −0.06 −0.02 −0.32
t_27_Casual_language_coach 0.23 0.14 0.08 −0.01 0.02 0.31
liwc_tentat_member −0.17 0.09 0.11 −0.04 0.09 −0.31
liwc_male_member 0.30 −0.01 0.13 0.25 −0.09 0.30
t_9_Moving_and_Living_in_California_member −0.25 −0.08 0.14 −0.18 0.08 0.30
t_21_Personal_and_Professional_Development_member −0.10 −0.12 −0.04 0.15 0.12 −0.29
t_21_Personal_and_Professional_Development_coach −0.09 −0.14 0.00 0.11 0.08 −0.29
t_9_Moving_and_Living_in_California_coach −0.18 −0.06 0.08 −0.09 0.03 0.29
t_8_Authenticity_and_Self_Confidence_coach 0.22 0.14 −0.03 −0.03 0.04 −0.28
liwc_leisure_member 0.06 −0.19 0.08 −0.25 −0.01 0.28
liwc_motion_member 0.03 0.04 0.23 0.04 −0.09 0.28
t_16_Time_Management_and_Scheduling_member −0.03 0.14 0.09 0.07 −0.12 0.26
liwc_acquire_member 0.02 0.12 0.15 0.02 0.07 0.26
liwc_home_coach 0.08 −0.06 0.02 −0.11 0.12 0.25
liwc_prosocial_member 0.01 −0.11 −0.17 0.20 0.04 −0.25
liwc_tone_pos_member −0.11 −0.13 −0.17 −0.18 0.09 −0.23
t_16_Time_Management_and_Scheduling_coach −0.07 0.14 0.02 0.03 −0.13 0.23
t_10_Sleep_and_Wellness_Routines_member 0.05 0.00 0.05 −0.22 0.04 0.23
t_38_Travel_and_Vacation_member 0.06 −0.04 0.12 0.08 −0.08 0.22
tl_food_member 0.09 −0.05 0.02 −0.13 0.01 0.22
t_39_Social_Media_and_Networking_coach −0.20 0.11 −0.12 −0.01 0.01 0.21
t_44_Perspective_and_curiosity_member −0.17 −0.03 0.17 −0.02 0.07 −0.21
t_3_Value_member −0.10 −0.09 0.19 −0.03 0.02 −0.19
t_37_Setting_and_Achieving_Goals_member −0.04 0.13 0.13 0.19 −0.08 −0.19
t_38_Travel_and_Vacation_coach 0.11 −0.03 0.09 0.12 −0.07 0.19
liwc_affiliation_coach 0.09 −0.04 0.05 −0.06 0.18 −0.19
t_10_Sleep_and_Wellness_Routines_coach 0.04 0.00 −0.01 −0.16 0.07 0.19
tl_food_coach 0.10 −0.07 −0.01 −0.10 0.04 0.18
liwc_substances_member 0.12 −0.12 0.03 −0.09 −0.03 0.17
oob_learning_member −0.14 −0.04 0.16 0.04 0.10 −0.16
t_34_Prioritizing_and_Getting_Things_Done_coach −0.11 0.15 0.03 0.06 −0.05 0.16
oob_surprise_member 0.06 −0.05 −0.08 −0.01 −0.06 0.15
t_43_Education/Teaching/School_coach −0.14 0.02 −0.08 −0.09 0.07 0.15
liwc_focuspast_coach 0.06 0.06 0.05 0.08 0.02 0.15
t_35_Thinking_and_Sorting_member −0.06 −0.06 0.11 0.05 0.04 −0.12
liwc_risk_member 0.08 −0.09 0.07 −0.03 0.00 0.09
SS loadings 11.76 11.60 11.32 10.61 9.50 9.25
Proportion Var 0.04 0.04 0.03 0.03 0.03 0.03
Cumulative Var 0.04 0.07 0.11 0.14 0.17 0.20
Proportion Explained 0.18 0.18 0.18 0.17 0.15 0.14
Cumulative Proportion 0.18 0.36 0.54 0.71 0.86 1.00
Item MR1 MR2 MR5 MR3 MR6 MR4 MR7
liwc_verb_coach 0.78 0.00 −0.03 0.03 0.13 0.19 −0.07
liwc_Analytic_coach −0.76 0.02 −0.11 −0.03 −0.05 −0.21 0.04
liwc_auxverb_coach 0.68 0.00 0.06 −0.01 0.15 0.19 0.03
t_12_Fillers_member −0.61 0.18 −0.11 0.05 0.22 −0.07 −0.05
t_12_Fillers_coach −0.60 0.19 −0.11 0.04 0.18 −0.03 −0.02
liwc_verb_member 0.59 0.24 0.14 0.04 0.04 −0.14 0.02
liwc_Analytic_member −0.56 −0.22 −0.07 0.00 −0.06 0.04 −0.03
liwc_Dic_coach 0.56 −0.06 0.15 −0.06 −0.03 −0.10 −0.19
liwc_Dic_member 0.55 0.08 −0.04 −0.27 −0.22 0.03 0.01
liwc_discrep_coach 0.52 −0.11 −0.23 0.01 −0.06 −0.18 −0.01
liwc_auxverb_member 0.51 0.15 0.19 0.05 0.10 −0.11 0.07
liwc_you_coach 0.50 −0.07 0.02 0.02 −0.02 −0.23 −0.15
liwc_focuspresent_coach 0.49 0.20 0.01 −0.03 0.08 0.28 0.05
liwc_ipron_coach 0.43 0.08 0.30 −0.02 −0.10 0.06 −0.11
liwc_focuspresent_member 0.42 0.24 −0.08 0.02 −0.06 −0.12 0.03
liwc_discrep_member 0.38 −0.08 −0.14 −0.06 −0.08 −0.23 0.09
liwc_politic_coach −0.36 0.02 −0.12 0.12 0.12 0.06 0.04
liwc_BigWords_member −0.34 −0.17 0.25 0.31 −0.19 0.12 0.07
liwc_want_coach 0.34 −0.15 −0.01 −0.09 −0.08 −0.08 −0.20
liwc_ethnicity_coach −0.34 0.12 −0.14 0.04 0.12 0.02 0.01
trans_pause_coach 0.32 −0.06 −0.04 −0.02 0.15 0.07 0.14
liwc_focusfuture_coach 0.32 −0.05 0.01 0.01 0.06 0.09 0.29
t_2_Technical_Discussion_coach −0.32 0.09 −0.23 0.16 −0.04 0.02 0.09
trans_end_question_coach 0.31 −0.18 0.05 −0.09 −0.17 −0.16 0.02
trans_pause_member 0.30 −0.04 0.08 −0.04 −0.01 −0.04 0.22
liwc_differ_member 0.30 0.06 0.18 0.05 −0.10 −0.05 0.09
liwc_politic_member −0.29 −0.02 −0.01 0.11 0.15 0.01 −0.05
liwc_Clout_coach 0.29 −0.03 0.21 0.12 −0.13 −0.22 −0.06
liwc_focusfuture_member 0.28 0.09 0.07 0.16 0.15 −0.26 0.21
liwc_ipron_member 0.28 0.14 0.24 0.12 −0.20 0.00 0.05
liwc_power_coach −0.28 −0.08 −0.08 0.18 −0.27 0.25 −0.02
liwc_ethnicity_member −0.28 0.10 0.00 0.03 0.17 −0.06 −0.04
liwc_relig_coach −0.27 0.20 −0.15 −0.02 0.14 0.06 0.01
t_4_Communication_and_Understanding_coach 0.27 0.06 0.05 0.12 0.19 −0.14 −0.18
t_42_Worries_and_concerns_member 0.27 0.17 0.02 −0.22 −0.14 −0.05 0.04
t_42_Worries_and_concerns_coach 0.26 0.14 0.07 0.05 0.25 −0.05 −0.13
liwc_allure_coach 0.25 −0.06 −0.07 −0.17 0.20 −0.23 −0.15
trans_questions_coach 0.24 −0.05 −0.12 −0.02 −0.13 0.22 −0.01
liwc_need_member 0.23 0.07 0.08 0.10 0.13 −0.20 0.13
liwc_substances_coach −0.23 0.12 0.00 −0.05 0.15 0.05 0.05
liwc_acquire_coach 0.22 −0.06 0.04 0.01 0.13 0.07 0.09
liwc_want_member 0.21 −0.09 0.04 −0.15 −0.02 −0.05 −0.07
liwc_leisure_coach −0.21 0.12 0.01 −0.08 0.18 0.05 0.17
liwc_need_coach 0.20 0.05 −0.02 0.18 0.11 0.07 0.17
trans_delta_member −0.20 0.02 0.09 0.08 −0.05 −0.17 −0.13
liwc_sexual_member −0.19 0.11 −0.06 −0.02 0.08 0.06 0.03
liwc_cause_member 0.17 0.16 0.12 0.16 −0.13 0.03 0.12
liwc_death_coach −0.17 0.13 −0.05 −0.02 0.11 0.12 0.06
oob_similarity_member 0.15 −0.03 −0.02 −0.03 −0.09 −0.04 0.03
oob_similarity_coach 0.13 −0.03 0.01 −0.02 −0.08 −0.07 0.05
liwc_lack_member 0.13 0.00 0.06 −0.06 0.07 0.02 0.05
t_5_Book_Recommendations_member −0.11 0.03 0.03 0.09 0.09 0.06 −0.07
liwc_risk_member −0.09 0.07 0.08 −0.03 0.08 −0.01 0.08
liwc_tone_neg_coach −0.13 0.63 −0.04 −0.11 0.00 0.25 0.28
liwc_tone_neg_member −0.09 0.62 0.14 −0.24 0.06 0.03 0.06
t_15_Frustration_and_Emotions_member 0.06 0.57 0.15 0.22 −0.11 −0.01 −0.02
t_15_Frustration_and_Emotions_coach 0.07 0.54 0.04 0.25 −0.05 0.09 0.01
liwc_work_member −0.11 −0.48 0.12 0.19 0.01 0.12 −0.02
t_49_Self_judgment_coach 0.03 0.47 0.07 −0.17 −0.14 0.08 0.07
oob_anger_member 0.04 0.47 0.06 0.03 0.08 −0.04 −0.03
oob_disgust_member 0.13 0.46 −0.03 −0.04 0.19 −0.02 −0.07
oob_disgust_coach 0.04 0.46 −0.10 0.13 0.19 0.14 −0.03
liwc_work_coach −0.05 −0.45 −0.11 0.18 −0.02 0.24 0.14
liwc_emo_anger_member −0.03 0.44 0.11 0.05 0.03 0.03 −0.01
t_49_Self_judgment_member −0.01 0.43 0.11 −0.19 −0.13 0.05 0.00
oob_anger_coach 0.15 0.43 −0.14 0.13 0.10 0.09 0.05
liwc_conflict_coach −0.15 0.40 −0.09 0.12 −0.04 0.17 0.08
liwc_conflict_member −0.19 0.40 0.05 0.11 0.05 0.05 0.00
oob_neutral_coach 0.00 −0.39 −0.03 0.11 −0.18 0.23 0.19
oob_goal_member 0.08 −0.39 0.18 −0.11 −0.07 0.04 0.00
t_26_Entrepreneurship_and_Business_member −0.03 −0.38 0.10 −0.04 0.24 0.12 −0.03
liwc_shehe_member 0.04 0.37 0.19 0.35 0.31 −0.09 −0.10
liwc_emo_anger_coach −0.05 0.37 −0.01 0.11 0.00 0.14 0.02
t_40_Job_Search_and_Career_Development_member 0.02 −0.35 0.08 −0.09 −0.04 0.10 −0.06
liwc_moral_coach −0.08 0.33 −0.03 −0.01 −0.09 0.16 0.05
t_40_Job_Search_and_Career_Development_coach 0.07 −0.32 −0.09 0.01 0.08 0.10 −0.01
liwc_feeling_coach 0.06 0.32 0.18 −0.19 −0.10 −0.02 −0.15
t_26_Entrepreneurship_and_Business_coach −0.01 −0.32 0.00 −0.04 0.26 0.13 −0.02
liwc_moral_member −0.05 0.32 0.01 0.01 −0.02 0.02 −0.04
oob_humor_coach −0.15 −0.31 0.23 0.12 −0.13 0.31 −0.29
liwc_female_member −0.01 0.31 0.15 0.14 0.25 −0.09 −0.10
t_29_Stress_Management_coach 0.00 0.30 0.18 −0.24 −0.04 −0.06 0.09
liwc_curiosity_member −0.01 −0.30 −0.01 −0.07 −0.09 0.11 −0.10
liwc_emo_anx_coach 0.06 0.30 −0.01 −0.20 −0.06 0.02 0.20
oob_fear_coach 0.05 0.29 −0.09 −0.13 −0.04 0.01 0.03
liwc_female_coach −0.06 0.29 0.00 0.19 0.20 0.05 −0.06
oob_goal_coach 0.09 −0.29 0.08 −0.06 −0.03 0.01 −0.09
liwc_emo_sad_member −0.09 0.27 0.09 −0.20 0.10 0.04 −0.02
oob_sadness_coach −0.08 0.26 −0.11 −0.18 0.14 −0.09 0.02
liwc_emo_sad_coach −0.06 0.26 0.01 −0.12 0.05 0.11 0.09
liwc_swear_member −0.11 0.24 0.00 0.01 0.18 0.00 −0.04
t_39_Social_Media_and_Networking_member 0.09 −0.23 −0.09 −0.02 0.21 −0.01 −0.06
liwc_reward_member −0.07 −0.23 0.14 0.07 −0.16 −0.02 0.05
liwc_swear_coach −0.13 0.23 0.01 0.06 0.16 0.08 0.02
t_39_Social_Media_and_Networking_coach 0.10 −0.22 −0.13 −0.01 0.20 0.03 −0.02
liwc_reward_coach 0.01 −0.22 0.15 −0.02 −0.19 −0.09 0.12
liwc_curiosity_coach 0.08 −0.21 0.12 −0.10 −0.04 −0.03 −0.19
t_22_Envisioning_member −0.03 −0.20 0.04 −0.14 −0.02 −0.03 −0.12
t_22_Envisioning_coach −0.01 −0.20 0.08 −0.16 0.03 −0.05 −0.16
t_17_Anxiety_and_Music_coach 0.06 0.20 −0.02 −0.14 0.04 0.02 0.05
liwc_relig_member −0.14 0.19 0.03 −0.09 0.19 −0.01 −0.07
liwc_fatigue_member −0.02 0.19 0.11 −0.11 0.11 −0.02 0.06
liwc_risk_coach −0.10 0.18 0.02 −0.02 0.00 0.02 0.17
t_17_Anxiety_and_Music_member 0.03 0.17 0.00 −0.12 0.01 −0.01 0.00
liwc_attention_coach 0.06 −0.17 0.11 −0.06 −0.16 −0.06 0.13
liwc_memory_member −0.04 0.16 −0.06 −0.05 0.05 −0.04 0.06
liwc_memory_coach 0.06 0.15 0.02 0.05 0.07 −0.01 0.11
liwc_attention_member 0.07 −0.14 −0.05 0.08 −0.12 0.02 0.09
liwc_fatigue_coach −0.06 0.11 −0.04 −0.05 0.07 0.04 0.03
liwc_visual_coach 0.08 −0.10 −0.06 0.01 −0.05 −0.08 0.03
oob_self_disclosure_member 0.10 0.07 0.84 −0.12 0.07 0.06 −0.03
oob_empathy_member 0.10 0.24 0.81 −0.08 0.01 0.03 −0.07
tl_yes_member −0.14 0.05 −0.68 −0.13 −0.02 0.01 −0.07
liwc_WPS_member −0.04 −0.05 0.61 0.12 −0.19 −0.08 −0.05
liwc_polite_member −0.10 0.07 −0.59 −0.12 −0.04 −0.05 −0.01
liwc_WC_member 0.08 0.06 0.56 0.25 0.11 −0.24 −0.08
t_19_yeah_okay_mhm_member −0.03 0.02 −0.51 −0.06 0.00 0.14 0.01
liwc_prep_member 0.03 −0.13 0.50 −0.15 −0.14 0.07 −0.04
tl_nonfluencies_member −0.18 −0.03 −0.50 −0.14 −0.05 −0.09 −0.13
liwc_conj_member 0.15 −0.04 0.50 0.08 0.10 0.08 0.05
t_45_Positive_affirmations_and_greetings_member 0.26 0.04 −0.48 −0.13 0.03 −0.11 0.05
liwc_auditory_member 0.20 0.01 −0.44 −0.08 0.00 −0.15 −0.05
oob_perseverance_member 0.07 0.19 0.43 −0.12 −0.08 0.08 0.04
liwc_allnone_member −0.03 0.12 −0.42 −0.09 0.22 −0.06 −0.03
trans_backchannel_count_member 0.00 0.03 0.40 0.15 0.09 −0.23 −0.09
liwc_Authentic_member 0.34 −0.08 0.37 −0.37 −0.18 0.11 0.11
liwc_adverb_coach 0.27 −0.07 0.37 −0.03 −0.03 0.12 −0.07
liwc_space_member −0.12 −0.22 0.37 0.10 0.13 0.05 0.07
liwc_quantity_member −0.02 −0.26 0.36 0.05 0.09 0.06 0.28
liwc_prep_coach 0.03 −0.17 0.35 −0.17 −0.15 0.22 −0.06
liwc_focuspast_member 0.00 0.04 0.35 −0.01 0.31 0.10 −0.11
liwc_negate_member 0.15 0.29 −0.34 −0.17 0.11 −0.22 −0.10
liwc_negate_coach 0.14 0.29 −0.33 0.06 0.21 0.14 0.05
liwc_comm_coach 0.21 0.13 −0.31 0.21 −0.25 0.04 0.12
liwc_tech_coach 0.02 −0.17 −0.31 0.03 0.18 0.08 0.16
t_2_Technical_Discussion_member −0.29 0.04 −0.30 0.11 −0.02 0.00 0.09
liwc_adverb_member 0.24 −0.05 0.28 −0.06 −0.06 0.05 0.08
t_4_Communication_and_Understanding_member 0.14 0.07 −0.26 0.12 0.03 0.07 −0.01
oob_absolutist_member 0.03 0.04 0.26 −0.14 0.13 0.06 0.01
liwc_adj_member −0.15 −0.12 −0.25 −0.14 −0.11 0.07 0.13
liwc_you_member 0.07 0.10 −0.25 0.13 0.04 0.02 −0.14
oob_hedging_coach 0.16 0.11 0.24 −0.02 −0.11 0.14 −0.10
liwc_filler_member −0.03 0.05 −0.24 −0.05 0.06 0.02 −0.05
t_46_Coaching_and_training_programs_coach 0.03 −0.21 −0.23 0.02 −0.07 0.03 −0.01
liwc_i_coach 0.22 −0.07 −0.23 −0.13 0.18 0.23 −0.16
liwc_visual_member 0.01 −0.11 −0.22 0.13 0.01 −0.07 −0.04
liwc_tech_member −0.01 −0.21 −0.22 0.02 0.18 0.01 0.05
t_46_Coaching_and_training_programs_member 0.01 −0.18 −0.20 0.11 0.01 0.02 0.00
oob_checking_understanding_member 0.13 −0.07 −0.19 −0.06 −0.05 −0.01 −0.10
liwc_motion_coach 0.00 0.03 0.19 −0.07 0.05 0.12 0.11
oob_demonstrate_understanding_member 0.02 0.03 −0.18 0.05 −0.12 0.01 0.04
trans_overlap_coach −0.03 0.06 0.17 0.11 0.05 −0.12 −0.12
t_35_Thinking_and_Sorting_coach −0.05 −0.12 0.14 0.01 0.07 0.03 −0.11
t_1_Team_Management_and_Leadership_member −0.03 −0.05 0.20 0.63 −0.22 −0.08 −0.04
t_1_Team_Management_and_Leadership_coach 0.02 −0.04 0.10 0.57 −0.16 −0.06 −0.03
liwc_Clout_member −0.25 0.05 −0.06 0.57 0.20 −0.02 −0.10
liwc_i_member 0.39 0.09 0.02 −0.52 −0.12 0.02 0.00
liwc_we_member −0.04 0.03 0.07 0.51 0.15 −0.11 0.01
liwc_affiliation_member −0.09 0.06 0.13 0.51 0.13 −0.12 −0.02
oob_neutral_member 0.00 −0.39 −0.03 0.50 −0.03 −0.02 0.22
oob_teamwork_member 0.01 −0.04 0.25 0.48 −0.18 0.01 −0.08
t_32_Communication_style_member 0.08 0.11 −0.11 0.43 −0.27 −0.06 0.07
oob_leadership_member −0.03 −0.07 0.16 0.43 −0.19 0.04 −0.09
t_28_Sales_and_Marketing_member −0.03 −0.27 0.01 0.42 0.08 0.03 0.03
oob_sadness_member −0.01 0.13 0.04 −0.41 0.09 −0.01 −0.03
liwc_power_member −0.32 −0.04 0.07 0.40 −0.12 0.06 −0.10
t_31_Asking_and_Answering_Questions_member 0.19 0.24 −0.07 0.40 −0.31 −0.03 −0.02
t_32_Communication_style_coach 0.11 0.10 −0.11 0.39 −0.26 −0.08 0.08
liwc_feeling_member 0.04 0.24 0.13 −0.39 −0.31 0.07 −0.13
liwc_allure_member 0.19 0.06 −0.19 −0.38 0.02 −0.04 −0.13
oob_intrinsic_motivation_member −0.05 −0.15 0.24 −0.37 0.02 0.09 −0.20
liwc_they_member 0.09 −0.01 0.05 0.37 0.13 −0.06 0.01
oob_leadership_coach 0.00 −0.04 0.05 0.37 −0.15 0.10 −0.11
liwc_article_member −0.28 −0.21 0.32 0.37 0.11 0.08 0.12
liwc_shehe_coach 0.02 0.34 −0.02 0.36 0.20 0.09 −0.02
liwc_comm_member 0.10 0.30 −0.33 0.36 −0.11 −0.03 0.01
t_18_Professional_coaching_and_therapy_member −0.04 −0.17 0.06 −0.35 −0.08 0.13 −0.12
liwc_they_coach 0.14 −0.04 −0.17 0.34 0.06 0.27 0.00
oob_joy_member −0.08 −0.16 0.05 −0.34 −0.17 0.08 −0.17
t_18_Professional_coaching_and_therapy_coach 0.01 −0.26 0.05 −0.34 −0.07 0.15 −0.22
t_6_Goal_Setting_and_Motivation_member −0.01 −0.12 0.16 −0.33 −0.18 −0.02 0.10
t_29_Stress_Management_member −0.02 0.26 0.22 −0.33 −0.09 −0.04 0.02
t_25_Hiring_and_Human_Resources_coach 0.14 −0.09 −0.04 0.31 0.11 0.03 −0.01
liwc_male_coach −0.05 0.27 −0.06 0.31 0.23 0.12 0.04
t_31_Asking_and_Answering_Questions_coach 0.23 0.11 −0.06 0.31 −0.26 0.06 −0.11
t_25_Hiring_and_Human_Resources_member 0.07 −0.03 0.08 0.30 0.09 0.02 −0.08
t_6_Goal_Setting_and_Motivation_coach 0.00 −0.06 0.14 −0.30 −0.09 −0.07 0.11
t_28_Sales_and_Marketing_coach 0.01 −0.27 −0.14 0.30 0.11 0.08 0.08
t_14_Personal_opinions_and_observations_member 0.09 0.04 0.15 −0.30 −0.12 0.01 −0.17
liwc_emo_anx_member 0.07 0.26 0.02 −0.29 −0.09 0.01 0.05
oob_fear_member 0.05 0.24 0.04 −0.27 −0.12 0.00 −0.07
liwc_wellness_member −0.10 0.03 0.11 −0.27 0.09 0.00 0.12
t_41_Discussion/Conversation_with_boss_or_clients_member −0.01 0.10 −0.05 0.26 0.01 0.12 0.20
liwc_emo_pos_member −0.03 0.00 0.01 −0.25 −0.16 0.10 −0.05
liwc_wellness_coach −0.13 0.13 0.10 −0.23 0.05 −0.03 0.18
oob_formality_member −0.12 −0.06 0.15 −0.23 −0.17 0.06 −0.15
liwc_friend_member −0.08 0.07 0.08 −0.22 0.13 −0.01 −0.05
oob_teamwork_coach 0.02 −0.08 0.12 0.22 −0.19 0.22 −0.12
liwc_mental_member −0.06 0.13 0.10 −0.21 0.07 0.03 0.01
liwc_illness_member −0.08 0.08 0.10 −0.21 0.19 0.02 0.02
t_36_Friendship_and_Relationships_member −0.01 0.19 0.15 −0.20 0.19 −0.04 −0.10
trans_questions_member 0.13 0.06 0.04 0.20 0.00 −0.12 −0.04
liwc_mental_coach −0.08 0.14 0.09 −0.19 0.01 0.13 0.17
liwc_certitude_member −0.01 −0.05 0.09 −0.18 −0.14 0.09 −0.05
t_43_Education/Teaching/School_member 0.02 −0.17 −0.01 −0.18 0.12 0.03 −0.05
liwc_fulfill_coach −0.02 0.03 0.09 −0.12 0.02 0.10 0.12
trans_end_question_member 0.09 0.02 −0.01 0.11 −0.06 −0.02 0.01
liwc_friend_coach −0.02 0.10 −0.03 −0.10 0.09 0.02 0.00
oob_hedging_member 0.11 0.15 0.09 −0.10 −0.50 0.00 0.00
t_13_Back_and_forth_member 0.10 0.17 0.17 0.19 0.50 −0.04 0.00
liwc_insight_member 0.13 0.15 0.09 0.00 −0.47 0.11 −0.15
t_50_Thinking_and_reflection_member 0.05 0.03 0.02 0.27 −0.44 −0.06 0.12
t_13_Back_and_forth_coach 0.17 0.07 −0.08 0.16 0.40 0.11 0.06
t_24_Finance_and_Money_Management_member 0.10 −0.15 0.04 −0.07 0.40 0.01 0.07
liwc_home_member −0.05 −0.01 0.12 −0.20 0.39 −0.01 0.18
t_27_Casual_language_member 0.13 0.26 0.15 −0.11 0.39 −0.04 −0.06
oob_humor_member −0.10 −0.25 0.36 0.21 −0.39 0.13 −0.02
tl_family_member −0.03 0.15 0.15 −0.17 0.39 −0.02 0.01
liwc_money_coach −0.06 −0.29 −0.11 0.07 0.36 0.20 0.09
liwc_number_member 0.00 −0.20 0.12 0.13 0.36 −0.02 0.31
liwc_BigWords_coach −0.31 −0.03 0.09 0.05 −0.36 0.26 0.33
tl_family_coach −0.08 0.21 0.03 −0.05 0.35 0.10 0.04
liwc_money_member −0.08 −0.35 0.04 0.10 0.35 0.09 0.01
t_24_Finance_and_Money_Management_coach 0.10 −0.13 −0.09 −0.01 0.35 0.13 0.10
liwc_achieve_member −0.01 −0.26 0.19 0.00 −0.35 0.02 0.15
t_23_Reflecting_and_Appreciation_member −0.07 −0.04 −0.04 0.11 −0.34 0.05 0.00
t_27_Casual_language_coach 0.13 0.20 0.07 0.02 0.34 0.04 −0.02
liwc_male_member −0.02 0.27 0.11 0.28 0.34 −0.05 −0.05
liwc_tentat_member 0.09 −0.14 0.13 −0.07 −0.34 0.07 0.03
t_21_Personal_and_Professional_Development_member −0.12 −0.08 −0.02 0.13 −0.33 0.09 0.08
t_21_Personal_and_Professional_Development_coach −0.14 −0.07 0.01 0.09 −0.32 0.06 0.05
liwc_achieve_coach 0.02 −0.24 0.06 −0.04 −0.32 −0.06 0.20
t_9_Moving_and_Living_in_California_member −0.09 −0.26 0.13 −0.17 0.30 0.10 −0.04
t_9_Moving_and_Living_in_California_coach −0.07 −0.20 0.06 −0.08 0.30 0.05 −0.05
liwc_leisure_member −0.19 0.05 0.08 −0.24 0.29 −0.01 0.05
t_8_Authenticity_and_Self_Confidence_member 0.08 0.27 −0.04 −0.05 −0.27 0.01 −0.17
liwc_motion_member 0.04 0.01 0.24 0.04 0.27 −0.10 0.07
liwc_tone_pos_member −0.12 −0.08 −0.17 −0.19 −0.24 0.08 −0.02
liwc_cause_coach 0.17 0.21 0.07 0.16 −0.24 0.07 0.20
liwc_prosocial_member −0.11 0.02 −0.18 0.21 −0.24 0.05 −0.08
liwc_home_coach −0.06 0.06 0.04 −0.11 0.23 0.11 0.13
liwc_affiliation_coach −0.03 0.11 0.08 −0.09 −0.23 0.13 0.17
liwc_acquire_member 0.13 0.00 0.18 0.01 0.22 0.04 0.21
t_37_Setting_and_Achieving_Goals_member 0.14 −0.03 0.15 0.17 −0.22 −0.10 0.05
t_44_Perspective_and_curiosity_member −0.03 −0.15 0.16 −0.02 −0.21 0.07 −0.08
t_38_Travel_and_Vacation_member −0.04 0.04 0.13 0.08 0.21 −0.09 0.09
t_7_Excitement_and_Anticipation_member −0.11 −0.19 0.04 −0.18 −0.21 0.03 −0.05
tl_food_member −0.05 0.07 0.04 −0.14 0.20 −0.02 0.14
liwc_we_coach 0.03 0.10 0.08 −0.15 −0.19 0.16 0.19
t_38_Travel_and_Vacation_coach −0.03 0.09 0.10 0.12 0.19 −0.07 0.07
oob_surprise_member −0.05 0.05 −0.10 0.01 0.19 −0.02 −0.10
liwc_focuspast_coach 0.06 0.04 0.03 0.10 0.18 0.05 −0.11
liwc_substances_member −0.12 0.11 0.03 −0.08 0.18 −0.03 0.02
t_36_Friendship_and_Relationships_coach 0.01 0.17 0.01 −0.10 0.18 0.03 −0.08
oob_learning_member −0.04 −0.13 0.16 0.03 −0.17 0.10 −0.04
tl_food_coach −0.07 0.08 0.01 −0.11 0.17 0.01 0.14
liwc_allnone_coach 0.00 0.14 −0.15 0.01 0.16 −0.12 0.09
t_50_Thinking_and_reflection_coach 0.12 −0.05 0.00 0.13 −0.16 −0.01 0.03
t_37_Setting_and_Achieving_Goals_coach 0.14 −0.03 0.08 −0.08 −0.15 −0.08 0.09
t_43_Education/Teaching/School_coach 0.02 −0.15 −0.09 −0.09 0.15 0.08 −0.01
liwc_death_member −0.12 0.12 −0.07 −0.05 0.15 −0.05 −0.02
oob_prosocial_member −0.01 0.01 0.11 −0.08 0.14 −0.04 −0.08
t_35_Thinking_and_Sorting_member −0.05 −0.05 0.11 0.05 −0.13 0.03 −0.01
oob_self_disclosure_coach −0.04 0.04 0.03 −0.08 0.03 0.88 −0.07
oob_empathy_coach 0.05 0.26 0.17 −0.03 0.08 0.76 −0.03
liwc_WC_coach 0.07 0.01 −0.13 0.03 0.00 0.63 −0.12
liwc_WPS_coach 0.05 −0.19 0.05 −0.01 −0.06 0.62 −0.27
tl_yes_coach −0.31 0.10 −0.08 0.04 0.04 −0.59 −0.10
trans_backchannel_count_coach −0.01 0.06 −0.26 −0.05 −0.15 0.54 0.16
liwc_Authentic_coach 0.09 −0.10 0.09 −0.19 0.03 0.52 −0.06
liwc_conj_coach 0.20 −0.07 0.17 0.02 −0.06 0.49 0.07
liwc_differ_coach 0.22 0.08 −0.11 0.05 −0.04 0.47 0.15
t_19_yeah_okay_mhm_coach −0.11 0.09 0.14 0.08 0.16 −0.46 −0.14
t_45_Positive_affirmations_and_greetings_coach 0.37 0.04 −0.23 −0.03 0.06 −0.41 0.00
liwc_auditory_coach 0.23 −0.01 −0.23 −0.04 0.01 −0.41 −0.10
t_23_Reflecting_and_Appreciation_coach −0.07 −0.03 0.26 −0.06 −0.33 −0.40 0.00
tl_nonfluencies_coach −0.34 0.03 −0.13 −0.05 −0.01 −0.40 −0.19
liwc_polite_coach −0.07 0.03 −0.26 −0.05 −0.04 −0.39 0.05
liwc_article_coach −0.28 −0.05 0.03 0.15 −0.04 0.38 0.32
liwc_tone_pos_coach −0.12 −0.08 0.19 −0.15 −0.17 −0.38 0.07
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.12 0.17 −0.27 0.09 −0.08 0.35 0.25
oob_checking_understanding_coach 0.05 −0.05 0.23 −0.06 0.00 −0.34 −0.01
oob_learning_coach −0.01 −0.01 −0.04 0.04 −0.08 0.33 −0.20
liwc_tentat_coach 0.17 −0.11 0.12 −0.04 −0.07 0.33 −0.20
oob_perseverance_coach 0.02 0.13 0.04 −0.02 0.07 0.32 0.06
liwc_emo_pos_coach −0.05 −0.01 0.18 −0.12 −0.02 −0.30 −0.02
trans_delta_coach −0.29 0.03 −0.14 0.01 −0.13 0.30 −0.14
oob_absolutist_coach 0.08 0.02 0.12 −0.10 0.08 0.29 0.03
oob_joy_coach −0.11 −0.12 0.22 −0.18 −0.01 −0.29 −0.23
liwc_filler_coach −0.11 0.06 0.17 0.00 0.14 −0.27 −0.09
liwc_prosocial_coach 0.02 0.00 0.09 0.08 −0.20 −0.27 0.07
trans_overlap_member −0.11 0.07 −0.19 0.06 0.10 0.24 −0.13
liwc_space_coach −0.13 −0.12 0.23 −0.10 −0.06 0.24 0.05
oob_surprise_coach 0.01 0.03 0.06 0.01 0.15 −0.23 −0.14
t_20_Personal_development_and_self_help_coach −0.01 −0.04 0.06 −0.09 −0.06 0.20 0.19
liwc_lack_coach 0.12 0.03 −0.02 0.00 0.06 0.19 0.15
oob_demonstrate_understanding_coach 0.10 −0.01 −0.03 0.03 0.03 −0.17 0.01
t_20_Personal_development_and_self_help_member −0.01 −0.02 0.11 −0.01 −0.05 0.17 0.15
t_5_Book_Recommendations_coach −0.09 0.00 −0.01 0.10 0.06 0.12 −0.07
oob_formality_coach −0.06 −0.10 −0.01 −0.01 0.19 0.06 −0.62
t_33_Understanding_and_Knowing_coach 0.16 −0.11 −0.02 0.06 0.15 0.22 −0.52
t_44_Perspective_and_curiosity_coach 0.05 −0.06 0.06 −0.04 0.04 0.18 −0.51
t_3_Value_coach 0.00 −0.05 0.21 −0.04 −0.06 −0.03 −0.45
t_7_Excitement_and_Anticipation_coach −0.08 −0.21 0.04 −0.06 −0.01 −0.01 −0.45
liwc_time_coach 0.10 −0.07 0.14 −0.18 0.07 0.13 0.44
liwc_insight_coach 0.23 0.02 0.16 0.13 −0.15 0.16 −0.44
liwc_number_coach −0.01 −0.10 −0.20 0.01 0.09 0.12 0.42
liwc_quantity_coach −0.05 −0.17 0.03 −0.15 0.10 0.27 0.37
liwc_time_member 0.09 −0.10 0.32 −0.12 0.30 −0.06 0.36
t_16_Time_Management_and_Scheduling_coach 0.15 −0.09 0.08 −0.01 0.16 −0.20 0.36
t_16_Time_Management_and_Scheduling_member 0.15 −0.06 0.14 0.03 0.20 −0.19 0.34
t_10_Sleep_and_Wellness_Routines_member 0.01 0.04 0.10 −0.25 0.18 −0.02 0.32
t_14_Personal_opinions_and_observations_coach 0.10 0.01 0.08 −0.19 0.04 0.09 −0.32
liwc_adj_coach −0.25 −0.01 0.03 −0.16 −0.05 −0.30 0.32
oob_intrinsic_motivation_coach −0.04 −0.09 0.14 −0.17 0.12 0.13 −0.31
t_10_Sleep_and_Wellness_Routines_coach 0.01 0.03 0.03 −0.19 0.14 0.02 0.30
t_8_Authenticity_and_Self_Confidence_coach 0.14 0.24 −0.08 0.00 −0.21 0.10 −0.28
t_34_Prioritizing_and_Getting_Things_Done_coach 0.16 −0.13 0.08 0.03 0.09 −0.10 0.28
t_34_Prioritizing_and_Getting_Things_Done_member 0.14 −0.09 0.11 0.02 0.05 −0.14 0.27
t_3_Value_member −0.10 −0.08 0.15 −0.01 −0.15 0.07 −0.25
liwc_certitude_coach 0.01 0.00 0.18 −0.01 0.06 0.07 −0.24
t_33_Understanding_and_Knowing_member 0.12 0.07 0.08 0.03 −0.04 0.01 −0.14
liwc_illness_coach −0.10 0.10 0.03 −0.12 0.08 0.11 0.12
oob_prosocial_coach 0.00 0.06 0.00 −0.01 0.08 0.11 −0.11
liwc_fulfill_member −0.01 −0.01 0.03 −0.07 0.02 −0.04 0.11
liwc_sexual_coach −0.10 0.00 0.03 −0.07 −0.01 0.07 0.11
SS loadings 11.56 11.43 11.29 10.54 9.55 9.41 6.82
Proportion Var 0.04 0.04 0.03 0.03 0.03 0.03 0.02
Cumulative Var 0.04 0.07 0.11 0.14 0.17 0.20 0.22
Proportion Explained 0.16 0.16 0.16 0.15 0.14 0.13 0.10
Cumulative Proportion 0.16 0.33 0.49 0.63 0.77 0.90 1.00
Item MR1 MR2 MR5 MR3 MR6 MR4 MR7 MR8
liwc_verb_coach 0.80 0.00 0.00 0.02 0.15 0.15 −0.07 −0.10
liwc_Analytic_coach −0.76 0.02 −0.13 −0.03 −0.04 −0.19 0.02 0.01
liwc_auxverb_coach 0.70 0.00 0.09 −0.01 0.15 0.14 0.02 −0.15
t_12_Fillers_member −0.59 0.17 −0.10 0.04 0.25 −0.08 −0.07 −0.07
t_12_Fillers_coach −0.59 0.18 −0.11 0.04 0.21 −0.04 −0.04 −0.06
liwc_verb_member 0.58 0.24 0.15 0.04 0.04 −0.13 0.05 0.07
liwc_Analytic_member −0.55 −0.22 −0.07 0.01 −0.05 0.04 −0.06 −0.07
liwc_discrep_coach 0.54 −0.10 −0.19 0.01 −0.04 −0.24 −0.08 −0.14
liwc_Dic_coach 0.54 −0.07 0.15 −0.07 −0.03 −0.06 −0.12 0.20
liwc_Dic_member 0.53 0.09 −0.06 −0.26 −0.25 0.06 0.04 0.13
liwc_focuspresent_coach 0.51 0.20 0.04 −0.04 0.10 0.23 0.02 −0.17
liwc_auxverb_member 0.50 0.15 0.19 0.04 0.09 −0.10 0.10 0.05
liwc_you_coach 0.46 −0.08 −0.01 0.01 −0.05 −0.14 −0.01 0.41
liwc_focuspresent_member 0.41 0.25 −0.07 0.01 −0.06 −0.12 0.02 0.05
liwc_ipron_coach 0.40 0.08 0.28 −0.03 −0.11 0.12 −0.02 0.23
liwc_discrep_member 0.38 −0.07 −0.14 −0.06 −0.10 −0.24 0.07 0.00
liwc_politic_coach −0.36 0.01 −0.13 0.13 0.12 0.07 0.05 0.00
liwc_want_coach 0.36 −0.15 0.02 −0.10 −0.05 −0.10 −0.22 −0.04
t_2_Technical_Discussion_coach −0.34 0.10 −0.27 0.16 −0.06 0.07 0.11 0.14
liwc_focusfuture_coach 0.34 −0.03 0.02 0.02 0.03 0.03 0.23 −0.26
liwc_ethnicity_coach −0.34 0.11 −0.15 0.03 0.13 0.02 0.02 0.00
trans_pause_coach 0.33 −0.05 −0.03 −0.02 0.13 0.05 0.15 −0.07
liwc_BigWords_member −0.33 −0.16 0.27 0.33 −0.17 0.08 −0.02 −0.20
trans_end_question_coach 0.30 −0.17 0.04 −0.09 −0.19 −0.14 0.04 0.08
trans_pause_member 0.30 −0.03 0.07 −0.04 −0.05 −0.06 0.20 −0.09
liwc_differ_member 0.30 0.07 0.19 0.05 −0.11 −0.07 0.06 −0.06
liwc_politic_member −0.27 −0.03 0.01 0.11 0.18 −0.02 −0.08 −0.11
liwc_ethnicity_member −0.27 0.09 0.01 0.02 0.19 −0.06 −0.03 −0.01
liwc_relig_coach −0.27 0.19 −0.16 −0.03 0.15 0.06 0.01 0.00
liwc_allure_coach 0.25 −0.08 −0.05 −0.19 0.22 −0.23 −0.10 0.06
t_42_Worries_and_concerns_member 0.25 0.17 0.01 −0.22 −0.16 −0.03 0.05 0.07
liwc_ipron_member 0.25 0.14 0.21 0.13 −0.22 0.05 0.09 0.16
liwc_substances_coach −0.23 0.12 0.00 −0.05 0.14 0.05 0.06 −0.01
liwc_need_member 0.21 0.08 0.06 0.10 0.10 −0.18 0.18 0.10
liwc_want_member 0.21 −0.10 0.05 −0.15 −0.02 −0.05 −0.06 0.01
liwc_acquire_coach 0.20 −0.06 0.02 0.01 0.10 0.08 0.14 0.06
liwc_sexual_member −0.19 0.10 −0.06 −0.02 0.08 0.06 0.03 −0.02
oob_similarity_member 0.15 −0.02 −0.03 −0.03 −0.10 −0.04 0.03 0.03
liwc_lack_member 0.13 0.00 0.05 −0.06 0.05 0.02 0.07 −0.01
oob_similarity_coach 0.13 −0.03 0.01 −0.02 −0.09 −0.07 0.04 −0.01
t_5_Book_Recommendations_member −0.12 0.02 0.02 0.09 0.09 0.09 −0.03 0.08
liwc_risk_member −0.09 0.07 0.07 −0.03 0.07 −0.02 0.08 −0.03
liwc_tone_neg_coach −0.12 0.64 −0.04 −0.10 0.00 0.22 0.20 −0.18
liwc_tone_neg_member −0.08 0.62 0.16 −0.24 0.08 0.00 0.02 −0.10
t_15_Frustration_and_Emotions_member 0.07 0.57 0.17 0.22 −0.07 −0.04 −0.10 −0.07
t_15_Frustration_and_Emotions_coach 0.08 0.55 0.05 0.24 −0.01 0.08 −0.04 −0.03
liwc_work_member −0.07 −0.48 0.15 0.20 0.03 0.06 −0.09 −0.25
t_49_Self_judgment_coach 0.01 0.47 0.06 −0.17 −0.14 0.09 0.06 0.04
oob_anger_member 0.05 0.46 0.08 0.02 0.12 −0.06 −0.06 −0.04
oob_disgust_coach 0.05 0.45 −0.09 0.12 0.23 0.12 −0.04 −0.04
oob_disgust_member 0.13 0.45 −0.01 −0.05 0.22 −0.03 −0.07 0.00
liwc_emo_anger_member −0.02 0.44 0.12 0.05 0.06 0.02 −0.04 −0.03
liwc_work_coach −0.05 −0.43 −0.12 0.20 −0.05 0.22 0.12 −0.10
t_49_Self_judgment_member −0.01 0.43 0.11 −0.19 −0.12 0.05 −0.03 0.00
oob_anger_coach 0.15 0.43 −0.13 0.12 0.11 0.08 0.03 −0.03
liwc_conflict_coach −0.15 0.40 −0.09 0.12 −0.03 0.16 0.03 −0.07
liwc_conflict_member −0.18 0.39 0.06 0.11 0.08 0.03 −0.04 −0.07
t_26_Entrepreneurship_and_Business_member −0.01 −0.39 0.12 −0.04 0.24 0.08 −0.03 −0.15
oob_goal_member 0.10 −0.38 0.20 −0.10 −0.07 −0.01 −0.05 −0.18
oob_neutral_coach 0.01 −0.37 −0.03 0.13 −0.20 0.19 0.13 −0.17
liwc_emo_anger_coach −0.04 0.37 −0.01 0.11 0.02 0.13 −0.02 −0.05
liwc_shehe_member 0.05 0.36 0.21 0.33 0.35 −0.08 −0.06 0.08
liwc_money_member −0.05 −0.35 0.06 0.09 0.35 0.05 0.03 −0.14
t_40_Job_Search_and_Career_Development_member 0.05 −0.35 0.11 −0.09 −0.02 0.04 −0.13 −0.24
liwc_moral_coach −0.07 0.33 −0.02 −0.01 −0.07 0.14 −0.02 −0.11
t_26_Entrepreneurship_and_Business_coach −0.01 −0.33 −0.01 −0.04 0.23 0.15 0.05 0.04
oob_humor_coach −0.14 −0.32 0.23 0.11 −0.10 0.32 −0.27 0.04
t_40_Job_Search_and_Career_Development_coach 0.08 −0.32 −0.08 0.01 0.07 0.08 −0.01 −0.07
liwc_moral_member −0.05 0.31 0.01 0.01 0.00 0.02 −0.05 0.02
liwc_feeling_coach 0.03 0.31 0.17 −0.20 −0.10 0.03 −0.08 0.23
liwc_emo_anx_coach 0.06 0.31 −0.01 −0.20 −0.07 −0.01 0.15 −0.13
liwc_curiosity_member 0.01 −0.30 0.00 −0.07 −0.08 0.09 −0.13 −0.08
t_29_Stress_Management_coach −0.03 0.30 0.14 −0.24 −0.08 0.00 0.16 0.19
liwc_female_member −0.01 0.29 0.17 0.13 0.28 −0.08 −0.06 0.07
oob_fear_coach 0.06 0.29 −0.07 −0.13 −0.02 −0.02 −0.03 −0.13
oob_goal_coach 0.07 −0.29 0.06 −0.06 −0.05 0.05 −0.01 0.17
liwc_female_coach −0.06 0.28 −0.01 0.17 0.21 0.08 −0.01 0.10
t_8_Authenticity_and_Self_Confidence_member 0.08 0.27 −0.03 −0.05 −0.24 0.02 −0.20 0.07
liwc_emo_sad_member −0.08 0.26 0.10 −0.21 0.11 0.03 −0.02 −0.03
liwc_emo_sad_coach −0.06 0.25 0.01 −0.12 0.05 0.10 0.07 −0.06
oob_sadness_coach −0.07 0.25 −0.09 −0.19 0.15 −0.12 −0.01 −0.09
t_39_Social_Media_and_Networking_member 0.09 −0.24 −0.09 −0.03 0.19 0.00 0.00 0.07
liwc_swear_member −0.11 0.23 0.00 0.00 0.19 0.00 −0.02 0.03
t_39_Social_Media_and_Networking_coach 0.10 −0.22 −0.14 −0.01 0.19 0.04 0.04 0.08
liwc_curiosity_coach 0.08 −0.22 0.12 −0.11 −0.04 −0.01 −0.15 0.11
liwc_swear_coach −0.13 0.22 0.00 0.05 0.16 0.09 0.04 0.03
liwc_reward_member −0.06 −0.22 0.14 0.08 −0.16 −0.04 0.00 −0.13
t_22_Envisioning_member −0.04 −0.21 0.03 −0.14 −0.02 −0.01 −0.08 0.09
t_17_Anxiety_and_Music_coach 0.04 0.19 −0.03 −0.15 0.03 0.04 0.08 0.07
liwc_risk_coach −0.10 0.19 0.02 −0.02 −0.01 0.01 0.14 −0.07
liwc_fatigue_member −0.03 0.19 0.11 −0.11 0.10 −0.01 0.08 0.01
liwc_cause_member 0.16 0.17 0.11 0.16 −0.15 0.04 0.11 0.04
t_17_Anxiety_and_Music_member 0.03 0.17 −0.01 −0.13 0.01 0.00 0.01 0.04
liwc_memory_member −0.06 0.16 −0.08 −0.05 0.03 0.00 0.11 0.13
t_43_Education/Teaching/School_coach 0.02 −0.15 −0.09 −0.09 0.13 0.09 0.03 0.03
liwc_fatigue_coach −0.07 0.11 −0.05 −0.05 0.06 0.06 0.06 0.06
oob_self_disclosure_member 0.10 0.06 0.85 −0.12 0.07 0.06 0.00 −0.05
oob_empathy_member 0.10 0.23 0.82 −0.09 0.02 0.04 −0.04 0.02
tl_yes_member −0.14 0.05 −0.69 −0.13 −0.01 0.02 −0.07 0.07
liwc_WPS_member −0.04 −0.05 0.62 0.12 −0.18 −0.08 −0.07 −0.04
liwc_polite_member −0.09 0.08 −0.58 −0.12 −0.02 −0.07 −0.06 −0.05
liwc_WC_member 0.07 0.05 0.57 0.24 0.12 −0.22 −0.04 0.09
t_19_yeah_okay_mhm_member −0.05 0.02 −0.56 −0.06 −0.02 0.18 0.07 0.18
liwc_conj_member 0.14 −0.04 0.49 0.08 0.08 0.10 0.11 0.03
liwc_prep_member 0.02 −0.14 0.49 −0.14 −0.17 0.10 0.00 0.07
tl_nonfluencies_member −0.17 −0.03 −0.48 −0.14 −0.01 −0.11 −0.18 −0.06
t_45_Positive_affirmations_and_greetings_member 0.26 0.04 −0.47 −0.13 0.03 −0.13 0.03 −0.03
oob_perseverance_member 0.09 0.19 0.46 −0.12 −0.07 0.04 −0.02 −0.17
liwc_auditory_member 0.22 0.01 −0.42 −0.09 0.03 −0.18 −0.10 −0.07
trans_backchannel_count_member 0.00 0.02 0.41 0.14 0.11 −0.22 −0.06 0.06
liwc_allnone_member −0.03 0.12 −0.41 −0.10 0.23 −0.07 −0.01 0.01
liwc_space_member −0.11 −0.22 0.38 0.11 0.12 0.02 0.07 −0.12
liwc_focuspast_member 0.01 0.02 0.37 −0.02 0.33 0.09 −0.07 −0.04
liwc_adverb_coach 0.26 −0.08 0.37 −0.04 −0.04 0.13 −0.04 0.01
liwc_prep_coach 0.02 −0.17 0.33 −0.17 −0.17 0.25 −0.02 0.07
t_2_Technical_Discussion_member −0.30 0.05 −0.32 0.12 −0.03 0.02 0.08 0.04
liwc_tech_coach 0.03 −0.17 −0.31 0.03 0.16 0.06 0.15 −0.09
liwc_negate_member 0.16 0.28 −0.30 −0.18 0.15 −0.25 −0.13 −0.04
t_4_Communication_and_Understanding_member 0.13 0.07 −0.28 0.12 0.03 0.09 0.01 0.09
liwc_adverb_member 0.22 −0.05 0.26 −0.06 −0.09 0.07 0.11 0.04
oob_hedging_coach 0.17 0.11 0.26 −0.03 −0.08 0.12 −0.12 −0.05
liwc_adj_member −0.15 −0.11 −0.26 −0.13 −0.13 0.05 0.08 −0.10
oob_absolutist_member 0.02 0.03 0.25 −0.15 0.11 0.09 0.08 0.09
liwc_filler_member −0.03 0.04 −0.24 −0.05 0.07 0.03 −0.04 0.03
liwc_you_member 0.09 0.10 −0.22 0.12 0.09 0.00 −0.17 −0.05
liwc_tech_member 0.00 −0.21 −0.21 0.02 0.17 −0.01 0.05 −0.06
liwc_visual_member 0.02 −0.10 −0.21 0.13 0.03 −0.09 −0.08 −0.07
t_46_Coaching_and_training_programs_member 0.02 −0.18 −0.19 0.11 0.01 0.00 −0.03 −0.06
oob_demonstrate_understanding_member 0.01 0.03 −0.18 0.05 −0.12 0.01 0.02 0.01
oob_checking_understanding_member 0.13 −0.07 −0.18 −0.06 −0.03 −0.02 −0.11 −0.01
oob_learning_member −0.03 −0.12 0.17 0.04 −0.16 0.08 −0.08 −0.08
liwc_motion_coach −0.01 0.03 0.16 −0.07 0.02 0.14 0.16 0.06
t_35_Thinking_and_Sorting_coach −0.06 −0.13 0.13 0.00 0.08 0.05 −0.06 0.09
t_1_Team_Management_and_Leadership_member −0.03 −0.04 0.20 0.64 −0.20 −0.07 −0.07 0.04
t_1_Team_Management_and_Leadership_coach 0.00 −0.04 0.08 0.58 −0.16 −0.01 −0.02 0.16
liwc_Clout_member −0.24 0.04 −0.05 0.56 0.24 −0.02 −0.09 0.02
liwc_i_member 0.39 0.09 0.03 −0.52 −0.14 0.01 0.00 −0.01
oob_neutral_member −0.02 −0.37 −0.06 0.52 −0.07 −0.01 0.23 0.02
liwc_we_member −0.05 0.03 0.07 0.51 0.16 −0.10 0.03 0.06
liwc_affiliation_member −0.10 0.05 0.13 0.50 0.15 −0.11 −0.01 0.05
oob_teamwork_member 0.02 −0.03 0.26 0.49 −0.15 0.00 −0.12 −0.02
t_32_Communication_style_member 0.07 0.13 −0.12 0.44 −0.27 −0.04 0.03 0.06
oob_leadership_member −0.03 −0.06 0.18 0.43 −0.16 0.03 −0.13 −0.03
t_28_Sales_and_Marketing_member −0.02 −0.27 0.02 0.42 0.08 0.01 0.01 −0.07
oob_sadness_member 0.00 0.13 0.06 −0.41 0.09 −0.02 −0.02 −0.06
t_31_Asking_and_Answering_Questions_member 0.18 0.25 −0.08 0.41 −0.29 −0.01 −0.06 0.09
liwc_power_member −0.30 −0.03 0.10 0.40 −0.07 0.03 −0.19 −0.14
t_32_Communication_style_coach 0.09 0.11 −0.13 0.40 −0.26 −0.05 0.05 0.09
liwc_feeling_member 0.03 0.24 0.13 −0.39 −0.30 0.10 −0.13 0.08
liwc_allure_member 0.18 0.05 −0.20 −0.39 0.02 −0.01 −0.07 0.15
oob_intrinsic_motivation_member −0.04 −0.17 0.25 −0.38 0.03 0.09 −0.18 −0.02
liwc_article_member −0.27 −0.20 0.32 0.37 0.10 0.07 0.12 −0.10
oob_leadership_coach −0.02 −0.04 0.03 0.37 −0.14 0.14 −0.08 0.15
liwc_they_member 0.08 −0.01 0.06 0.37 0.14 −0.05 0.02 0.03
liwc_Authentic_member 0.33 −0.07 0.36 −0.36 −0.22 0.11 0.11 −0.04
liwc_comm_member 0.10 0.30 −0.32 0.35 −0.08 −0.04 −0.04 0.01
t_18_Professional_coaching_and_therapy_member −0.01 −0.17 0.09 −0.35 −0.05 0.07 −0.19 −0.21
liwc_shehe_coach 0.01 0.33 −0.02 0.35 0.22 0.10 0.01 0.06
t_18_Professional_coaching_and_therapy_coach 0.03 −0.26 0.08 −0.34 −0.05 0.13 −0.23 −0.07
liwc_they_coach 0.14 −0.04 −0.18 0.34 0.06 0.28 0.01 0.01
oob_joy_member −0.08 −0.16 0.05 −0.34 −0.17 0.10 −0.15 0.06
t_29_Stress_Management_member −0.04 0.25 0.20 −0.33 −0.11 0.00 0.06 0.12
t_6_Goal_Setting_and_Motivation_member −0.02 −0.12 0.14 −0.32 −0.21 −0.01 0.09 −0.01
t_25_Hiring_and_Human_Resources_coach 0.14 −0.09 −0.04 0.31 0.11 0.02 0.00 0.00
t_31_Asking_and_Answering_Questions_coach 0.23 0.11 −0.06 0.31 −0.23 0.07 −0.14 0.07
t_28_Sales_and_Marketing_coach 0.00 −0.27 −0.16 0.31 0.08 0.10 0.12 0.07
t_14_Personal_opinions_and_observations_member 0.08 0.03 0.14 −0.30 −0.12 0.05 −0.13 0.14
liwc_male_coach −0.05 0.26 −0.06 0.30 0.24 0.12 0.05 0.01
t_25_Hiring_and_Human_Resources_member 0.09 −0.03 0.11 0.30 0.13 −0.01 −0.11 −0.10
t_6_Goal_Setting_and_Motivation_coach −0.04 −0.05 0.09 −0.29 −0.14 −0.02 0.17 0.16
liwc_emo_anx_member 0.08 0.26 0.03 −0.29 −0.08 −0.02 0.00 −0.09
oob_fear_member 0.06 0.24 0.06 −0.27 −0.10 −0.02 −0.12 −0.08
t_41_Discussion/Conversation_with_boss_or_clients_member −0.02 0.11 −0.06 0.27 −0.01 0.12 0.19 −0.03
liwc_wellness_member −0.12 0.03 0.08 −0.26 0.05 0.03 0.17 0.07
liwc_emo_pos_member −0.05 0.00 −0.01 −0.25 −0.18 0.13 −0.02 0.12
oob_formality_member −0.13 −0.07 0.15 −0.23 −0.17 0.08 −0.14 0.06
liwc_wellness_coach −0.15 0.13 0.06 −0.23 0.00 0.01 0.23 0.09
liwc_friend_member −0.08 0.06 0.08 −0.22 0.13 0.00 −0.02 0.03
oob_teamwork_coach 0.03 −0.07 0.14 0.22 −0.16 0.19 −0.17 −0.10
liwc_mental_member −0.04 0.13 0.11 −0.21 0.08 0.01 −0.01 −0.09
t_36_Friendship_and_Relationships_member −0.02 0.17 0.14 −0.21 0.19 −0.01 −0.03 0.13
liwc_illness_member −0.08 0.07 0.11 −0.21 0.19 0.01 0.05 −0.03
trans_questions_member 0.14 0.06 0.07 0.20 0.03 −0.14 −0.08 −0.07
liwc_certitude_member −0.01 −0.05 0.09 −0.18 −0.14 0.09 −0.06 0.00
t_43_Education/Teaching/School_member 0.04 −0.18 0.00 −0.18 0.13 0.01 −0.05 −0.08
trans_end_question_member 0.09 0.02 0.00 0.11 −0.04 −0.04 −0.03 −0.06
oob_hedging_member 0.09 0.16 0.06 −0.09 −0.52 0.03 −0.03 0.10
t_13_Back_and_forth_member 0.11 0.16 0.20 0.18 0.51 −0.06 0.05 −0.03
t_50_Thinking_and_reflection_member 0.03 0.05 0.00 0.29 −0.44 −0.05 0.06 0.00
liwc_insight_member 0.13 0.16 0.10 0.00 −0.43 0.11 −0.21 0.02
liwc_BigWords_coach −0.31 0.00 0.06 0.08 −0.40 0.24 0.24 −0.17
t_27_Casual_language_member 0.13 0.24 0.16 −0.12 0.39 −0.02 0.03 0.10
oob_humor_member −0.11 −0.24 0.36 0.22 −0.39 0.14 −0.07 −0.03
tl_family_member −0.02 0.13 0.17 −0.18 0.38 −0.03 0.06 −0.02
t_13_Back_and_forth_coach 0.16 0.06 −0.09 0.15 0.38 0.12 0.14 0.08
t_24_Finance_and_Money_Management_member 0.10 −0.16 0.04 −0.07 0.37 0.00 0.13 −0.03
liwc_achieve_member −0.01 −0.24 0.19 0.02 −0.37 0.00 0.08 −0.13
liwc_achieve_coach 0.00 −0.22 0.02 −0.02 −0.37 −0.04 0.18 0.03
liwc_male_member −0.01 0.25 0.13 0.27 0.37 −0.06 −0.01 0.02
t_23_Reflecting_and_Appreciation_coach −0.10 −0.02 0.23 −0.05 −0.36 −0.35 0.02 0.19
liwc_tentat_member 0.09 −0.13 0.12 −0.06 −0.35 0.07 −0.01 −0.03
t_21_Personal_and_Professional_Development_coach −0.17 −0.06 −0.03 0.10 −0.35 0.11 0.06 0.14
liwc_home_member −0.06 −0.02 0.10 −0.20 0.34 0.01 0.26 0.03
t_23_Reflecting_and_Appreciation_member −0.08 −0.03 −0.06 0.12 −0.34 0.06 −0.03 0.03
t_21_Personal_and_Professional_Development_member −0.12 −0.06 −0.04 0.14 −0.34 0.09 0.03 −0.03
t_27_Casual_language_coach 0.13 0.19 0.07 0.00 0.34 0.06 0.06 0.10
tl_family_coach −0.09 0.20 0.02 −0.06 0.34 0.12 0.12 0.08
liwc_money_coach −0.06 −0.30 −0.12 0.07 0.33 0.20 0.16 0.01
t_24_Finance_and_Money_Management_coach 0.10 −0.14 −0.11 −0.01 0.31 0.15 0.19 0.06
t_9_Moving_and_Living_in_California_member −0.07 −0.28 0.14 −0.17 0.29 0.08 0.00 −0.08
liwc_cause_coach 0.14 0.22 0.02 0.17 −0.28 0.11 0.22 0.14
t_42_Worries_and_concerns_coach 0.27 0.13 0.10 0.03 0.28 −0.06 −0.10 0.01
t_9_Moving_and_Living_in_California_coach −0.08 −0.21 0.05 −0.09 0.28 0.08 0.05 0.12
liwc_motion_member 0.04 0.00 0.25 0.04 0.26 −0.10 0.11 0.00
liwc_leisure_member −0.21 0.04 0.05 −0.25 0.25 0.03 0.15 0.13
liwc_tone_pos_member −0.13 −0.08 −0.19 −0.18 −0.25 0.09 −0.04 0.01
liwc_reward_coach 0.00 −0.20 0.13 −0.01 −0.22 −0.09 0.11 −0.01
t_37_Setting_and_Achieving_Goals_member 0.14 −0.02 0.16 0.18 −0.21 −0.11 0.00 −0.05
liwc_prosocial_member −0.11 0.03 −0.18 0.21 −0.21 0.06 −0.12 0.02
t_44_Perspective_and_curiosity_member −0.03 −0.15 0.16 −0.02 −0.21 0.07 −0.09 −0.01
liwc_relig_member −0.14 0.18 0.03 −0.10 0.20 0.00 −0.04 0.04
oob_surprise_member −0.05 0.04 −0.09 0.00 0.20 −0.01 −0.06 0.06
t_7_Excitement_and_Anticipation_member −0.09 −0.18 0.06 −0.17 −0.19 0.00 −0.12 −0.15
t_38_Travel_and_Vacation_member −0.05 0.03 0.12 0.07 0.19 −0.07 0.15 0.07
liwc_focuspast_coach 0.04 0.03 0.01 0.09 0.18 0.09 −0.03 0.16
t_50_Thinking_and_reflection_coach 0.10 −0.04 −0.02 0.14 −0.18 0.01 0.05 0.11
liwc_attention_coach 0.07 −0.15 0.12 −0.05 −0.17 −0.09 0.07 −0.14
liwc_substances_member −0.12 0.10 0.03 −0.08 0.17 −0.02 0.06 0.04
t_37_Setting_and_Achieving_Goals_coach 0.13 −0.03 0.07 −0.07 −0.17 −0.09 0.07 −0.02
liwc_death_member −0.11 0.12 −0.05 −0.05 0.17 −0.07 −0.04 −0.08
t_38_Travel_and_Vacation_coach −0.05 0.08 0.08 0.12 0.16 −0.03 0.15 0.14
oob_prosocial_member 0.00 0.00 0.12 −0.09 0.15 −0.04 −0.06 0.00
t_35_Thinking_and_Sorting_member −0.06 −0.05 0.11 0.05 −0.13 0.03 −0.02 0.00
liwc_attention_member 0.08 −0.13 −0.05 0.09 −0.13 0.00 0.06 −0.07
oob_self_disclosure_coach −0.01 0.04 0.03 −0.08 0.05 0.84 −0.08 −0.17
oob_empathy_coach 0.04 0.25 0.15 −0.03 0.07 0.79 0.03 0.07
liwc_WC_coach 0.04 0.00 −0.18 0.02 −0.01 0.70 −0.02 0.22
liwc_WPS_coach 0.06 −0.20 0.04 −0.02 −0.04 0.64 −0.22 0.07
tl_yes_coach −0.32 0.09 −0.06 0.03 0.07 −0.57 −0.11 0.09
trans_backchannel_count_coach −0.01 0.08 −0.29 −0.03 −0.17 0.53 0.12 −0.08
liwc_Authentic_coach 0.10 −0.10 0.09 −0.19 0.02 0.51 −0.04 −0.08
liwc_conj_coach 0.20 −0.06 0.15 0.02 −0.08 0.49 0.08 −0.03
liwc_polite_coach −0.06 0.04 −0.24 −0.05 −0.02 −0.43 −0.03 −0.12
liwc_auditory_coach 0.24 −0.01 −0.20 −0.04 0.03 −0.43 −0.13 −0.01
t_45_Positive_affirmations_and_greetings_coach 0.37 0.04 −0.21 −0.03 0.07 −0.41 0.00 0.04
tl_nonfluencies_coach −0.32 0.02 −0.10 −0.06 0.04 −0.41 −0.24 −0.02
t_19_yeah_okay_mhm_coach −0.12 0.07 0.14 0.07 0.17 −0.41 −0.07 0.22
liwc_differ_coach 0.24 0.10 −0.10 0.06 −0.03 0.41 0.07 −0.25
liwc_article_coach −0.29 −0.03 −0.01 0.17 −0.08 0.38 0.30 −0.10
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.14 0.19 −0.31 0.10 −0.12 0.37 0.24 0.00
oob_learning_coach −0.01 −0.01 −0.05 0.04 −0.07 0.36 −0.17 0.11
liwc_tone_pos_coach −0.14 −0.08 0.18 −0.14 −0.20 −0.36 0.08 0.08
oob_checking_understanding_coach 0.04 −0.06 0.23 −0.06 −0.01 −0.32 0.02 0.09
trans_delta_coach −0.29 0.03 −0.15 0.01 −0.10 0.32 −0.15 0.05
liwc_adj_coach −0.26 0.01 0.01 −0.14 −0.10 −0.31 0.28 −0.08
oob_perseverance_coach 0.02 0.13 0.03 −0.02 0.06 0.31 0.07 −0.05
liwc_tentat_coach 0.19 −0.12 0.14 −0.05 −0.04 0.31 −0.21 −0.06
liwc_prosocial_coach 0.02 0.02 0.11 0.09 −0.19 −0.30 −0.01 −0.11
trans_overlap_member −0.12 0.06 −0.22 0.05 0.10 0.30 −0.05 0.20
oob_absolutist_coach 0.08 0.02 0.12 −0.10 0.07 0.27 0.03 −0.09
trans_questions_coach 0.22 −0.05 −0.15 −0.02 −0.15 0.25 0.03 0.13
liwc_filler_coach −0.12 0.05 0.17 −0.01 0.14 −0.24 −0.04 0.13
liwc_space_coach −0.13 −0.12 0.21 −0.09 −0.08 0.24 0.05 −0.04
liwc_emo_pos_coach −0.09 −0.01 0.15 −0.12 −0.05 −0.24 0.06 0.24
trans_delta_member −0.17 0.02 0.12 0.08 0.00 −0.20 −0.19 −0.11
oob_demonstrate_understanding_coach 0.10 −0.01 −0.02 0.03 0.03 −0.17 0.01 0.02
t_5_Book_Recommendations_coach −0.11 0.00 −0.03 0.09 0.06 0.17 0.00 0.16
liwc_time_coach 0.06 −0.05 0.08 −0.16 −0.04 0.17 0.53 0.08
oob_formality_coach −0.06 −0.14 0.00 −0.04 0.26 0.12 −0.49 0.31
liwc_number_coach −0.03 −0.09 −0.26 0.03 0.01 0.15 0.47 0.04
liwc_time_member 0.06 −0.10 0.28 −0.11 0.20 −0.02 0.47 0.09
t_16_Time_Management_and_Scheduling_coach 0.11 −0.08 0.02 0.01 0.07 −0.15 0.46 0.18
t_16_Time_Management_and_Scheduling_member 0.11 −0.05 0.09 0.04 0.11 −0.14 0.44 0.18
t_10_Sleep_and_Wellness_Routines_member −0.03 0.04 0.04 −0.24 0.09 0.03 0.42 0.14
t_7_Excitement_and_Anticipation_coach −0.07 −0.23 0.06 −0.08 0.05 0.01 −0.41 0.11
liwc_quantity_coach −0.07 −0.16 −0.01 −0.13 0.02 0.28 0.41 −0.04
t_44_Perspective_and_curiosity_coach 0.04 −0.09 0.06 −0.07 0.09 0.24 −0.41 0.28
t_33_Understanding_and_Knowing_coach 0.15 −0.14 −0.02 0.03 0.20 0.29 −0.39 0.30
t_10_Sleep_and_Wellness_Routines_coach −0.02 0.03 −0.02 −0.18 0.06 0.06 0.39 0.12
t_34_Prioritizing_and_Getting_Things_Done_coach 0.12 −0.12 0.02 0.04 0.01 −0.04 0.38 0.19
liwc_number_member −0.01 −0.20 0.10 0.14 0.30 −0.01 0.38 −0.01
t_34_Prioritizing_and_Getting_Things_Done_member 0.11 −0.08 0.07 0.03 −0.02 −0.10 0.34 0.13
liwc_quantity_member −0.03 −0.25 0.33 0.06 0.02 0.08 0.33 0.00
liwc_focusfuture_member 0.26 0.10 0.05 0.16 0.11 −0.23 0.26 0.12
t_8_Authenticity_and_Self_Confidence_coach 0.13 0.24 −0.08 −0.01 −0.18 0.14 −0.26 0.19
liwc_acquire_member 0.12 0.00 0.17 0.01 0.18 0.04 0.26 −0.01
liwc_leisure_coach −0.23 0.12 −0.03 −0.08 0.13 0.09 0.25 0.13
t_14_Personal_opinions_and_observations_coach 0.09 −0.02 0.08 −0.20 0.06 0.14 −0.23 0.21
liwc_need_coach 0.18 0.06 −0.05 0.18 0.08 0.10 0.23 0.10
t_3_Value_member −0.11 −0.09 0.15 −0.02 −0.13 0.10 −0.22 0.13
liwc_home_coach −0.08 0.06 0.01 −0.11 0.19 0.13 0.21 0.08
tl_food_member −0.06 0.07 0.02 −0.14 0.17 0.00 0.20 0.06
tl_food_coach −0.09 0.08 −0.02 −0.11 0.13 0.03 0.19 0.06
t_33_Understanding_and_Knowing_member 0.13 0.07 0.10 0.02 −0.01 0.00 −0.15 −0.03
liwc_fulfill_coach −0.03 0.04 0.07 −0.12 −0.01 0.11 0.13 −0.01
liwc_fulfill_member −0.01 −0.01 0.02 −0.06 0.00 −0.04 0.11 −0.03
t_20_Personal_development_and_self_help_coach 0.08 −0.02 0.17 −0.08 0.00 0.01 −0.06 −0.78
t_20_Personal_development_and_self_help_member 0.05 0.00 0.18 0.00 −0.01 0.03 −0.03 −0.56
liwc_Clout_coach 0.23 −0.03 0.14 0.12 −0.18 −0.10 0.10 0.50
liwc_mental_coach −0.04 0.15 0.13 −0.19 0.03 0.03 0.04 −0.40
t_3_Value_coach −0.03 −0.07 0.20 −0.06 −0.03 0.06 −0.33 0.38
liwc_comm_coach 0.26 0.16 −0.26 0.22 −0.21 −0.06 −0.06 −0.36
oob_intrinsic_motivation_coach −0.07 −0.11 0.11 −0.19 0.11 0.22 −0.15 0.36
liwc_visual_coach 0.13 −0.09 0.00 0.01 −0.01 −0.18 −0.10 −0.35
liwc_insight_coach 0.21 0.00 0.15 0.11 −0.12 0.24 −0.34 0.35
liwc_we_coach 0.06 0.12 0.10 −0.13 −0.19 0.08 0.06 −0.34
liwc_i_coach 0.27 −0.08 −0.16 −0.14 0.24 0.13 −0.24 −0.31
liwc_lack_coach 0.16 0.04 0.02 0.01 0.07 0.11 0.06 −0.31
liwc_negate_coach 0.19 0.30 −0.28 0.05 0.26 0.05 −0.05 −0.31
t_4_Communication_and_Understanding_coach 0.24 0.04 0.04 0.11 0.19 −0.08 −0.07 0.29
liwc_illness_coach −0.07 0.11 0.07 −0.11 0.09 0.04 0.04 −0.29
oob_joy_coach −0.13 −0.14 0.21 −0.19 −0.02 −0.22 −0.13 0.28
liwc_affiliation_coach −0.01 0.13 0.10 −0.07 −0.22 0.07 0.05 −0.27
liwc_power_coach −0.25 −0.07 −0.06 0.19 −0.23 0.19 −0.15 −0.26
t_22_Envisioning_coach −0.03 −0.22 0.06 −0.17 0.01 0.02 −0.06 0.24
liwc_allnone_coach 0.03 0.15 −0.11 0.01 0.19 −0.18 0.01 −0.23
t_46_Coaching_and_training_programs_coach 0.06 −0.20 −0.20 0.03 −0.05 −0.03 −0.10 −0.22
oob_surprise_coach −0.01 0.02 0.06 0.00 0.15 −0.18 −0.06 0.21
liwc_certitude_coach 0.00 −0.01 0.17 −0.02 0.07 0.12 −0.16 0.20
t_36_Friendship_and_Relationships_coach −0.01 0.16 −0.01 −0.11 0.17 0.08 0.01 0.20
trans_overlap_coach −0.05 0.05 0.16 0.10 0.05 −0.07 −0.05 0.19
liwc_memory_coach 0.03 0.15 −0.01 0.05 0.03 0.04 0.18 0.18
liwc_death_coach −0.15 0.13 −0.03 −0.02 0.13 0.08 0.01 −0.18
liwc_sexual_coach −0.08 0.01 0.04 −0.07 −0.01 0.04 0.05 −0.16
oob_prosocial_coach −0.01 0.04 −0.02 −0.02 0.09 0.14 −0.05 0.14
liwc_friend_coach −0.04 0.09 −0.05 −0.10 0.08 0.05 0.05 0.12
SS loadings 11.39 11.31 11.25 10.63 9.53 9.28 6.78 6.47
Proportion Var 0.03 0.03 0.03 0.03 0.03 0.03 0.02 0.02
Cumulative Var 0.03 0.07 0.10 0.14 0.17 0.19 0.22 0.24
Proportion Explained 0.15 0.15 0.15 0.14 0.12 0.12 0.09 0.08
Cumulative Proportion 0.15 0.30 0.44 0.58 0.71 0.83 0.92 1.00
Item MR2 MR5 MR1 MR3 MR4 MR6 MR9 MR7 MR8
liwc_shehe_member 0.60 0.22 0.02 −0.19 −0.08 −0.05 −0.01 −0.08 0.07
t_13_Back_and_forth_member 0.53 0.23 0.09 −0.02 −0.07 −0.28 0.10 −0.06 −0.02
oob_disgust_member 0.52 0.05 0.09 0.21 −0.02 0.07 −0.08 0.02 0.03
liwc_male_member 0.51 0.14 −0.02 −0.15 −0.06 −0.11 0.04 −0.07 0.00
oob_anger_member 0.50 0.14 0.01 0.13 −0.05 0.09 −0.14 0.11 0.02
t_15_Frustration_and_Emotions_member 0.50 0.21 0.04 −0.09 −0.01 0.25 −0.22 0.17 0.00
liwc_shehe_coach 0.49 −0.01 0.01 −0.24 0.11 0.00 0.01 0.00 0.06
t_15_Frustration_and_Emotions_coach 0.49 0.07 0.06 −0.14 0.10 0.24 −0.12 0.13 0.00
oob_disgust_coach 0.49 −0.11 0.04 −0.05 0.13 0.16 0.05 −0.08 −0.11
liwc_tone_neg_member 0.47 0.19 −0.12 0.33 0.03 0.28 −0.01 0.12 −0.09
liwc_female_member 0.45 0.19 −0.04 −0.02 −0.08 −0.02 −0.01 −0.08 0.06
liwc_tone_neg_coach 0.44 −0.04 −0.13 0.16 0.24 0.33 0.12 0.26 −0.19
liwc_male_coach 0.44 −0.06 −0.05 −0.21 0.12 −0.05 0.05 0.02 0.01
oob_anger_coach 0.43 −0.13 0.14 −0.03 0.09 0.15 0.01 0.06 −0.03
liwc_emo_anger_member 0.42 0.16 −0.05 0.06 0.03 0.14 −0.10 0.09 0.01
t_27_Casual_language_member 0.41 0.18 0.09 0.22 −0.02 −0.07 0.13 −0.12 0.06
liwc_achieve_member −0.41 0.18 0.01 −0.11 0.00 0.05 −0.05 0.20 −0.07
oob_humor_member −0.41 0.31 −0.07 −0.37 0.14 0.12 −0.10 0.03 −0.04
liwc_female_coach 0.41 0.01 −0.08 −0.08 0.08 −0.01 0.01 −0.03 0.10
liwc_conflict_member 0.40 0.09 −0.19 −0.01 0.05 0.10 −0.09 0.09 −0.04
liwc_tentat_member −0.38 0.08 0.11 −0.07 0.07 0.20 −0.02 0.04 −0.05
tl_family_coach 0.35 0.03 −0.11 0.14 0.12 −0.09 0.18 −0.04 0.05
oob_joy_member −0.35 0.03 −0.08 0.23 0.10 0.11 −0.06 −0.17 0.00
oob_neutral_coach −0.34 −0.02 0.04 −0.16 0.18 −0.21 −0.04 0.23 −0.07
liwc_conflict_coach 0.34 −0.07 −0.15 −0.04 0.17 0.16 −0.06 0.17 −0.04
liwc_negate_member 0.33 −0.24 0.13 0.32 −0.25 0.02 −0.16 0.01 0.01
liwc_emo_anger_coach 0.33 0.00 −0.05 −0.04 0.14 0.15 −0.06 0.08 −0.04
t_13_Back_and_forth_coach 0.33 −0.10 0.16 −0.07 0.11 −0.20 0.21 −0.07 0.05
t_6_Goal_Setting_and_Motivation_member −0.32 0.14 −0.03 0.23 0.00 0.11 0.07 0.08 0.00
liwc_comm_member 0.32 −0.30 0.10 −0.24 −0.03 0.10 −0.18 0.17 0.08
t_7_Excitement_and_Anticipation_member −0.32 0.05 −0.08 0.09 −0.01 0.04 −0.12 −0.02 −0.15
oob_goal_member −0.32 0.24 0.10 0.09 −0.02 −0.25 −0.12 0.05 −0.11
liwc_swear_member 0.31 0.02 −0.13 0.07 0.01 0.00 0.01 −0.03 0.03
tl_family_member 0.30 0.18 −0.05 0.26 −0.03 −0.14 0.15 −0.09 −0.05
t_27_Casual_language_coach 0.30 0.02 0.12 0.00 0.06 0.03 0.25 −0.21 −0.02
t_44_Perspective_and_curiosity_member −0.30 0.12 −0.01 −0.10 0.07 0.12 −0.03 −0.09 −0.06
liwc_moral_member 0.28 0.05 −0.07 0.08 0.03 0.11 −0.11 0.09 0.06
liwc_curiosity_member −0.27 0.02 0.01 0.06 0.08 −0.17 −0.15 −0.03 −0.04
liwc_swear_coach 0.27 −0.01 −0.13 −0.02 0.09 0.04 0.08 −0.03 −0.01
liwc_tone_pos_member −0.27 −0.19 −0.12 0.12 0.09 0.12 −0.08 0.04 0.01
liwc_reward_coach −0.26 0.16 0.00 −0.01 −0.08 −0.07 −0.03 0.20 0.08
liwc_relig_member 0.25 0.05 −0.16 0.17 0.00 −0.03 0.00 −0.06 0.03
liwc_reward_member −0.24 0.14 −0.04 −0.13 −0.05 −0.07 −0.07 0.09 −0.08
t_23_Reflecting_and_Appreciation_member −0.24 −0.09 −0.06 −0.20 0.07 0.21 −0.09 0.06 0.03
oob_formality_member −0.23 0.14 −0.13 0.16 0.08 0.11 −0.09 −0.10 0.03
liwc_attention_coach −0.23 0.13 0.07 0.01 −0.09 −0.02 −0.02 0.15 −0.09
oob_sadness_coach 0.22 −0.09 −0.08 0.21 −0.11 0.10 0.05 −0.04 −0.14
t_21_Personal_and_Professional_Development_member −0.22 −0.04 −0.10 −0.19 0.10 0.10 −0.11 0.19 0.03
liwc_you_member 0.22 −0.18 0.08 −0.02 −0.01 −0.08 −0.22 −0.02 0.00
liwc_moral_coach 0.22 −0.01 −0.08 0.04 0.15 0.19 −0.08 0.12 −0.09
t_22_Envisioning_member −0.19 0.05 −0.05 0.13 −0.02 −0.10 −0.06 −0.08 0.10
liwc_death_member 0.19 −0.04 −0.12 0.11 −0.08 −0.05 −0.02 −0.02 −0.08
oob_learning_member −0.19 0.16 −0.02 −0.09 0.08 0.02 −0.10 0.01 −0.07
liwc_certitude_member −0.19 0.08 −0.01 0.12 0.10 0.10 −0.03 −0.04 −0.02
liwc_focuspast_coach 0.18 0.03 0.03 −0.03 0.09 −0.11 0.02 −0.10 0.15
liwc_emo_sad_coach 0.18 0.01 −0.07 0.14 0.11 0.13 0.08 0.06 −0.08
t_36_Friendship_and_Relationships_coach 0.18 −0.02 −0.03 0.12 0.09 0.07 0.13 −0.15 0.12
oob_surprise_member 0.16 −0.09 −0.06 0.05 −0.02 −0.09 0.00 −0.11 0.03
liwc_fatigue_member 0.16 0.10 −0.04 0.12 −0.01 0.08 0.12 0.00 −0.03
t_35_Thinking_and_Sorting_member −0.15 0.07 −0.04 −0.13 0.04 0.11 0.01 −0.03 −0.04
liwc_attention_member −0.15 −0.05 0.09 −0.11 0.00 −0.04 −0.03 0.11 −0.02
liwc_substances_member 0.14 0.02 −0.13 0.10 −0.02 −0.01 0.12 −0.05 0.00
liwc_risk_member 0.11 0.09 −0.10 0.07 −0.01 −0.05 0.04 0.08 0.00
oob_self_disclosure_member 0.08 0.89 0.07 0.13 0.06 −0.02 0.02 0.00 −0.02
oob_empathy_member 0.18 0.85 0.06 0.11 0.05 0.12 −0.02 −0.01 0.03
tl_yes_member −0.03 −0.71 −0.12 0.12 0.02 0.10 −0.02 −0.10 0.01
liwc_WPS_member −0.14 0.62 −0.04 −0.18 −0.07 0.08 −0.08 0.01 −0.03
t_19_yeah_okay_mhm_member −0.05 −0.60 −0.03 0.03 0.19 0.11 0.12 −0.07 0.11
liwc_polite_member 0.04 −0.56 −0.09 0.17 −0.08 0.02 −0.12 0.05 −0.02
liwc_WC_member 0.15 0.54 0.06 −0.26 −0.22 0.01 0.06 −0.13 0.05
tl_nonfluencies_member −0.09 −0.50 −0.15 0.11 −0.12 0.06 −0.11 −0.15 −0.11
liwc_conj_member 0.03 0.48 0.14 −0.10 0.10 −0.06 0.14 −0.01 0.02
liwc_prep_member −0.27 0.47 0.01 0.04 0.10 0.08 0.04 −0.05 0.05
oob_perseverance_member 0.05 0.45 0.08 0.09 0.05 0.18 0.00 0.03 −0.19
trans_backchannel_count_member 0.12 0.42 −0.02 −0.12 −0.22 −0.05 −0.01 −0.08 0.06
liwc_allnone_member 0.21 −0.41 −0.03 0.16 −0.08 −0.04 0.05 −0.09 −0.03
t_45_Positive_affirmations_and_greetings_member 0.10 −0.41 0.24 0.25 −0.14 −0.10 −0.10 0.15 0.07
liwc_focuspast_member 0.22 0.39 −0.01 0.07 0.08 −0.18 0.04 −0.16 −0.07
liwc_auditory_member 0.04 −0.39 0.21 0.15 −0.19 −0.03 −0.13 0.00 −0.03
liwc_Authentic_member −0.28 0.38 0.32 0.31 0.12 0.11 0.06 0.12 0.00
liwc_prep_coach −0.26 0.36 0.01 0.13 0.25 −0.02 −0.05 0.02 0.11
liwc_space_member −0.11 0.35 −0.09 −0.17 0.01 −0.17 0.13 −0.05 −0.16
t_2_Technical_Discussion_member 0.03 −0.34 −0.28 −0.13 0.02 0.04 0.05 0.06 0.02
liwc_adverb_coach −0.16 0.32 0.27 −0.07 0.13 0.11 0.10 −0.18 −0.08
liwc_tech_coach 0.01 −0.30 0.04 0.02 0.05 −0.26 0.10 0.10 −0.05
liwc_adj_member −0.24 −0.29 −0.12 0.04 0.05 0.07 0.08 0.04 −0.14
t_4_Communication_and_Understanding_member 0.13 −0.26 0.13 −0.06 0.09 −0.02 −0.03 0.03 0.12
liwc_adverb_member −0.13 0.25 0.22 0.00 0.07 0.08 0.13 0.03 0.03
liwc_filler_member 0.06 −0.24 −0.03 0.07 0.02 0.00 −0.01 −0.06 0.02
oob_absolutist_member 0.03 0.23 0.01 0.12 0.09 0.02 0.16 −0.08 0.04
liwc_motion_member 0.14 0.23 0.03 −0.04 −0.10 −0.10 0.21 −0.08 −0.05
liwc_visual_member 0.00 −0.19 0.03 −0.09 −0.10 −0.13 −0.12 0.01 −0.03
t_37_Setting_and_Achieving_Goals_member −0.06 0.18 0.13 −0.16 −0.11 0.03 −0.14 0.17 0.04
t_46_Coaching_and_training_programs_member −0.08 −0.18 0.03 −0.09 −0.01 −0.16 −0.07 0.02 −0.03
liwc_curiosity_coach −0.17 0.17 0.06 0.13 −0.01 −0.14 −0.15 −0.08 0.16
liwc_motion_coach 0.02 0.16 −0.02 0.07 0.15 0.00 0.14 0.08 0.06
oob_demonstrate_understanding_member 0.00 −0.16 0.01 −0.02 0.02 0.02 −0.09 0.13 0.06
oob_checking_understanding_member −0.06 −0.16 0.13 0.08 −0.02 −0.03 −0.12 −0.04 0.01
oob_prosocial_member 0.11 0.15 −0.02 0.15 −0.05 −0.12 −0.04 −0.05 0.02
liwc_verb_coach 0.09 −0.01 0.80 0.00 0.14 −0.02 0.02 −0.16 −0.14
liwc_Analytic_coach 0.00 −0.10 −0.77 0.05 −0.19 −0.05 −0.07 0.13 0.06
liwc_auxverb_coach 0.09 0.08 0.70 0.03 0.13 −0.05 0.07 −0.07 −0.17
t_12_Fillers_member 0.29 −0.10 −0.60 0.01 −0.09 −0.08 −0.02 −0.06 −0.10
t_12_Fillers_coach 0.27 −0.10 −0.59 0.02 −0.04 −0.05 −0.02 −0.02 −0.08
liwc_discrep_coach −0.07 −0.17 0.54 0.03 −0.25 −0.05 −0.13 0.02 −0.09
liwc_verb_member 0.32 0.23 0.53 0.12 −0.12 −0.01 −0.09 0.17 0.20
liwc_Dic_coach −0.12 0.12 0.53 0.00 −0.06 0.13 0.04 −0.26 0.12
liwc_Analytic_member −0.28 −0.14 −0.51 −0.14 0.03 0.00 0.05 −0.14 −0.17
liwc_focuspresent_coach 0.18 0.02 0.51 0.04 0.23 0.11 0.07 −0.04 −0.22
liwc_Dic_member −0.13 −0.03 0.50 0.26 0.07 0.22 −0.02 0.09 0.16
liwc_auxverb_member 0.25 0.25 0.47 0.09 −0.10 −0.06 0.00 0.14 0.14
liwc_ipron_coach −0.04 0.26 0.38 −0.02 0.13 0.21 0.05 −0.11 0.19
liwc_focuspresent_member 0.22 −0.02 0.38 0.10 −0.11 0.09 −0.10 0.16 0.14
liwc_focusfuture_coach −0.04 −0.01 0.36 −0.05 0.02 −0.01 0.20 0.14 −0.27
liwc_politic_coach 0.16 −0.10 −0.36 −0.05 0.06 −0.17 −0.02 0.09 0.05
liwc_discrep_member −0.04 −0.07 0.36 0.15 −0.24 −0.10 −0.10 0.21 0.13
liwc_want_coach −0.14 0.05 0.35 0.11 −0.11 −0.05 −0.21 −0.11 −0.01
liwc_ethnicity_coach 0.19 −0.13 −0.34 0.02 0.02 −0.06 0.00 0.03 0.01
t_2_Technical_Discussion_coach 0.10 −0.25 −0.34 −0.12 0.08 0.00 0.01 0.16 0.19
trans_pause_coach 0.05 −0.03 0.32 0.06 0.04 −0.12 0.13 0.06 −0.05
trans_pause_member −0.03 0.10 0.29 0.06 −0.06 −0.05 0.09 0.21 −0.02
trans_end_question_coach −0.24 0.06 0.29 0.07 −0.14 0.01 −0.03 0.07 0.14
liwc_differ_member 0.04 0.22 0.28 −0.01 −0.06 0.03 −0.05 0.17 0.02
liwc_ethnicity_member 0.20 0.02 −0.28 0.03 −0.06 −0.09 −0.01 −0.04 −0.01
liwc_relig_coach 0.24 −0.15 −0.27 0.08 0.07 −0.01 0.02 0.01 −0.01
liwc_politic_member 0.14 0.02 −0.27 −0.06 −0.04 −0.18 −0.07 −0.04 −0.10
liwc_focusfuture_member 0.19 0.05 0.25 −0.12 −0.22 −0.02 0.23 0.12 0.14
liwc_ipron_member 0.01 0.21 0.24 −0.13 0.07 0.19 0.01 0.12 0.19
t_42_Worries_and_concerns_member −0.02 0.03 0.23 0.21 −0.01 0.22 0.02 0.07 0.08
liwc_substances_coach 0.14 −0.02 −0.23 0.06 0.05 0.01 0.11 −0.02 −0.06
liwc_acquire_coach 0.03 0.03 0.20 0.02 0.08 −0.11 0.13 0.04 0.08
liwc_need_member 0.18 0.09 0.20 −0.02 −0.17 −0.07 0.12 0.12 0.16
liwc_sexual_member 0.13 −0.05 −0.19 0.06 0.06 −0.02 0.02 0.04 −0.02
oob_similarity_member −0.09 −0.03 0.14 0.01 −0.03 0.06 0.01 0.03 0.04
oob_similarity_coach −0.09 0.00 0.13 −0.01 −0.07 0.06 0.03 0.03 −0.01
t_5_Book_Recommendations_member 0.10 0.02 −0.12 −0.06 0.08 −0.06 −0.01 −0.05 0.08
liwc_lack_member 0.04 0.08 0.12 0.10 0.01 −0.07 0.03 0.06 0.03
t_1_Team_Management_and_Leadership_member −0.03 0.15 0.01 −0.70 −0.06 0.10 −0.09 −0.01 0.02
liwc_i_member −0.06 0.12 0.34 0.60 0.02 0.06 −0.13 0.15 0.10
oob_neutral_member −0.23 −0.12 0.04 −0.59 −0.02 −0.19 0.18 0.10 0.02
t_1_Team_Management_and_Leadership_coach 0.03 0.06 0.02 −0.58 −0.01 0.01 −0.08 0.06 0.20
oob_teamwork_member −0.03 0.22 0.05 −0.55 0.00 0.08 −0.11 −0.05 −0.04
liwc_Clout_member 0.30 −0.09 −0.21 −0.52 −0.03 −0.13 −0.02 −0.13 −0.02
liwc_we_member 0.21 0.02 −0.02 −0.52 −0.10 −0.05 0.10 −0.09 0.00
liwc_affiliation_member 0.22 0.09 −0.08 −0.50 −0.11 −0.04 0.06 −0.10 0.00
oob_leadership_member −0.06 0.14 0.00 −0.48 0.03 0.05 −0.15 −0.03 −0.03
t_32_Communication_style_member 0.03 −0.15 0.09 −0.45 −0.03 0.20 −0.07 0.15 0.09
oob_sadness_member 0.07 0.09 −0.03 0.45 −0.02 0.03 0.00 −0.02 −0.06
liwc_article_member −0.04 0.27 −0.23 −0.43 0.06 −0.18 0.14 0.00 −0.13
t_28_Sales_and_Marketing_member −0.03 0.01 0.01 −0.41 −0.01 −0.28 −0.03 0.02 −0.04
liwc_allure_member −0.03 −0.17 0.15 0.40 0.00 0.08 −0.02 −0.11 0.14
t_32_Communication_style_coach 0.03 −0.14 0.11 −0.40 −0.04 0.17 −0.07 0.17 0.14
liwc_power_member 0.05 0.11 −0.28 −0.38 0.02 −0.08 −0.26 0.03 −0.09
t_31_Asking_and_Answering_Questions_member 0.13 −0.08 0.18 −0.38 0.01 0.26 −0.18 0.14 0.14
t_50_Thinking_and_reflection_member −0.19 −0.03 0.06 −0.37 −0.04 0.28 −0.07 0.20 0.03
liwc_BigWords_member −0.15 0.25 −0.29 −0.37 0.07 −0.08 −0.12 0.13 −0.15
oob_leadership_coach −0.01 0.03 −0.01 −0.36 0.15 0.00 −0.14 0.01 0.19
t_18_Professional_coaching_and_therapy_coach −0.26 0.13 0.01 0.36 0.12 −0.17 −0.24 −0.09 −0.02
t_18_Professional_coaching_and_therapy_member −0.21 0.14 −0.02 0.36 0.06 −0.11 −0.22 −0.02 −0.16
oob_intrinsic_motivation_member −0.21 0.26 −0.05 0.33 0.08 −0.04 −0.07 −0.20 −0.06
oob_fear_member 0.07 0.09 0.04 0.29 −0.01 0.19 −0.15 0.03 −0.06
t_31_Asking_and_Answering_Questions_coach 0.04 −0.06 0.24 −0.29 0.07 0.16 −0.21 0.03 0.10
liwc_emo_anx_member 0.07 0.04 0.06 0.28 0.00 0.23 −0.01 0.06 −0.10
t_14_Personal_opinions_and_observations_member −0.12 0.15 0.06 0.27 0.06 0.15 −0.08 −0.10 0.13
liwc_they_member 0.22 0.09 0.08 −0.27 −0.06 −0.20 −0.05 0.06 0.10
oob_teamwork_coach −0.11 0.12 0.06 −0.27 0.19 0.04 −0.18 −0.05 −0.10
t_6_Goal_Setting_and_Motivation_coach −0.20 0.11 −0.05 0.26 0.00 0.07 0.13 0.11 0.18
liwc_emo_sad_member 0.21 0.11 −0.10 0.25 0.04 0.09 0.02 −0.02 −0.05
liwc_want_member −0.03 0.13 0.18 0.25 −0.05 −0.16 −0.17 0.09 0.12
liwc_mental_member 0.09 0.12 −0.06 0.23 0.01 0.04 0.02 −0.01 −0.10
t_36_Friendship_and_Relationships_member 0.18 0.14 −0.05 0.22 0.00 0.06 0.09 −0.16 0.06
liwc_friend_member 0.06 0.08 −0.09 0.22 0.00 0.01 0.07 −0.11 −0.02
t_25_Hiring_and_Human_Resources_member 0.18 0.14 0.09 −0.22 −0.02 −0.19 −0.15 0.00 −0.05
liwc_prosocial_member −0.05 −0.18 −0.10 −0.22 0.06 0.10 −0.18 0.04 0.05
liwc_illness_member 0.09 0.10 −0.09 0.20 0.01 −0.01 0.14 −0.08 −0.09
liwc_emo_pos_member −0.19 −0.02 −0.06 0.19 0.14 0.15 −0.01 −0.02 0.10
t_17_Anxiety_and_Music_coach 0.12 −0.03 0.03 0.16 0.05 0.12 0.10 0.02 0.05
trans_questions_member 0.13 0.07 0.14 −0.15 −0.15 −0.02 −0.10 0.00 −0.05
t_50_Thinking_and_reflection_coach −0.09 −0.02 0.11 −0.15 0.02 0.05 −0.02 0.09 0.14
t_17_Anxiety_and_Music_member 0.10 0.00 0.01 0.14 0.01 0.11 0.02 0.00 0.03
liwc_friend_coach 0.09 −0.04 −0.05 0.12 0.05 0.02 0.08 −0.02 0.10
oob_self_disclosure_coach 0.04 0.03 0.00 0.08 0.84 −0.05 −0.07 −0.04 −0.19
oob_empathy_coach 0.23 0.14 0.03 0.07 0.80 0.07 0.05 −0.01 0.04
liwc_WC_coach 0.00 −0.19 0.05 −0.02 0.70 0.00 0.01 −0.09 0.18
liwc_WPS_coach −0.17 0.04 0.07 −0.01 0.64 −0.09 −0.16 −0.19 0.05
tl_yes_coach 0.07 −0.09 −0.32 −0.07 −0.57 0.12 0.00 −0.15 0.02
trans_backchannel_count_coach −0.04 −0.28 0.01 0.04 0.54 0.07 0.00 0.21 −0.04
liwc_Authentic_coach −0.15 0.06 0.12 0.13 0.50 −0.01 0.05 −0.13 −0.15
liwc_conj_coach −0.12 0.13 0.21 −0.07 0.49 0.02 0.08 0.03 −0.05
liwc_polite_coach 0.03 −0.21 −0.06 0.08 −0.43 0.01 −0.09 0.09 −0.07
liwc_auditory_coach 0.03 −0.17 0.23 0.09 −0.43 −0.01 −0.12 −0.06 0.01
t_45_Positive_affirmations_and_greetings_coach 0.05 −0.22 0.36 0.05 −0.42 0.05 0.04 −0.07 0.02
tl_nonfluencies_coach 0.01 −0.10 −0.32 0.05 −0.41 0.05 −0.15 −0.17 −0.06
t_19_yeah_okay_mhm_coach 0.12 0.09 −0.13 −0.11 −0.41 0.09 0.12 −0.26 0.11
liwc_differ_coach 0.06 −0.11 0.26 −0.06 0.40 0.04 0.01 0.12 −0.25
liwc_article_coach 0.01 0.02 −0.27 −0.13 0.39 −0.15 0.09 0.37 0.01
t_41_Discussion/Conversation_with_boss_or_clients_coach 0.14 −0.28 −0.13 −0.03 0.38 0.03 0.04 0.33 0.08
oob_learning_coach −0.03 −0.05 −0.01 −0.05 0.36 0.03 −0.13 −0.12 0.09
liwc_tone_pos_coach −0.22 0.19 −0.15 0.09 −0.35 0.09 0.03 0.10 0.11
t_23_Reflecting_and_Appreciation_coach −0.23 0.25 −0.12 0.00 −0.33 0.19 −0.08 0.13 0.25
trans_delta_coach −0.03 −0.15 −0.28 −0.02 0.32 0.04 −0.16 −0.04 0.05
oob_checking_understanding_coach −0.04 0.26 0.02 0.07 −0.32 −0.03 0.01 0.02 0.12
oob_perseverance_coach 0.10 0.01 0.03 0.00 0.31 0.06 0.11 0.00 −0.10
oob_humor_coach −0.27 0.23 −0.13 −0.16 0.31 −0.14 −0.23 −0.18 0.04
liwc_adj_coach −0.12 0.00 −0.26 0.09 −0.30 0.07 0.20 0.23 −0.07
liwc_tentat_coach −0.20 0.08 0.21 −0.07 0.30 0.10 −0.04 −0.28 −0.18
trans_overlap_member 0.09 −0.26 −0.11 −0.07 0.30 0.04 0.07 −0.18 0.11
liwc_prosocial_coach −0.06 0.13 0.02 −0.08 −0.29 0.06 −0.12 0.16 −0.04
oob_absolutist_coach −0.01 0.09 0.09 0.05 0.27 0.03 0.11 −0.08 −0.16
liwc_they_coach 0.16 −0.15 0.15 −0.25 0.27 −0.20 −0.09 0.09 0.09
trans_questions_coach −0.10 −0.13 0.22 0.03 0.26 0.02 −0.04 0.06 0.17
liwc_space_coach −0.13 0.24 −0.13 0.09 0.24 −0.09 −0.02 0.10 0.01
liwc_filler_coach 0.09 0.15 −0.13 −0.02 −0.24 0.04 0.09 −0.17 0.06
liwc_emo_pos_coach −0.10 0.14 −0.10 0.06 −0.23 0.11 0.13 −0.06 0.20
trans_delta_member 0.01 0.11 −0.17 −0.11 −0.21 0.05 −0.13 −0.12 −0.14
oob_surprise_coach 0.10 0.05 −0.02 0.01 −0.18 −0.02 0.04 −0.17 0.16
oob_demonstrate_understanding_coach 0.02 −0.02 0.10 −0.01 −0.17 −0.02 0.01 0.00 0.03
liwc_fulfill_coach −0.01 0.07 −0.03 0.11 0.11 0.02 0.11 0.08 0.00
liwc_money_coach 0.10 −0.05 −0.07 0.08 0.18 −0.57 0.06 0.12 0.13
liwc_money_member 0.04 0.11 −0.05 0.01 0.02 −0.55 0.00 −0.01 −0.07
liwc_work_coach −0.18 −0.03 −0.04 −0.08 0.21 −0.51 −0.15 0.32 0.11
t_26_Entrepreneurship_and_Business_coach −0.01 0.07 −0.03 0.16 0.13 −0.49 −0.03 0.05 0.15
oob_hedging_member −0.27 0.03 0.10 −0.03 0.06 0.48 −0.07 0.09 0.08
t_26_Entrepreneurship_and_Business_member −0.09 0.18 −0.01 0.11 0.05 −0.48 −0.06 −0.02 −0.08
liwc_work_member −0.24 0.18 −0.05 −0.18 0.03 −0.43 −0.18 0.04 −0.15
t_24_Finance_and_Money_Management_member 0.17 0.10 0.08 0.20 −0.02 −0.42 0.10 0.04 0.04
liwc_feeling_member −0.12 0.13 0.01 0.32 0.12 0.39 −0.11 −0.02 0.05
t_40_Job_Search_and_Career_Development_coach −0.11 −0.01 0.07 0.07 0.06 −0.38 −0.12 0.09 0.05
t_24_Finance_and_Money_Management_coach 0.15 −0.06 0.08 0.13 0.14 −0.37 0.15 0.06 0.11
t_49_Self_judgment_coach 0.22 0.06 −0.01 0.18 0.12 0.37 0.02 0.12 0.03
liwc_feeling_coach 0.08 0.14 0.01 0.15 0.06 0.36 0.03 −0.14 0.14
t_28_Sales_and_Marketing_coach −0.01 −0.12 0.01 −0.22 0.09 −0.35 0.00 0.13 0.16
t_29_Stress_Management_coach 0.06 0.11 −0.05 0.18 0.02 0.34 0.23 0.00 0.11
t_29_Stress_Management_member 0.00 0.18 −0.06 0.26 0.02 0.32 0.13 −0.02 0.06
liwc_insight_member −0.13 0.11 0.13 −0.03 0.13 0.32 −0.31 0.07 0.07
t_49_Self_judgment_member 0.21 0.12 −0.04 0.22 0.07 0.32 −0.06 0.08 0.00
t_39_Social_Media_and_Networking_coach −0.01 −0.11 0.09 0.08 0.03 −0.29 0.03 −0.03 0.11
t_40_Job_Search_and_Career_Development_member −0.25 0.16 0.05 0.11 0.02 −0.29 −0.21 0.03 −0.15
t_39_Social_Media_and_Networking_member −0.03 −0.06 0.08 0.07 −0.01 −0.28 0.03 −0.08 0.09
liwc_tech_member −0.01 −0.19 0.01 0.03 −0.02 −0.28 0.02 0.02 −0.02
t_9_Moving_and_Living_in_California_member −0.10 0.12 −0.06 0.14 0.06 −0.27 0.14 −0.20 −0.15
t_8_Authenticity_and_Self_Confidence_coach 0.08 −0.07 0.11 0.02 0.15 0.27 −0.23 −0.12 0.18
t_43_Education/Teaching/School_coach 0.01 −0.04 0.00 0.18 0.08 −0.26 −0.03 0.04 0.10
liwc_emo_anx_coach 0.11 −0.02 0.05 0.18 0.00 0.25 0.12 0.14 −0.15
t_9_Moving_and_Living_in_California_coach −0.01 0.05 −0.09 0.09 0.07 −0.25 0.16 −0.16 0.08
oob_hedging_coach −0.05 0.21 0.18 −0.08 0.13 0.25 0.01 −0.17 −0.15
t_43_Education/Teaching/School_member −0.04 0.05 0.02 0.24 −0.01 −0.25 −0.08 0.00 −0.02
t_25_Hiring_and_Human_Resources_coach 0.14 −0.01 0.14 −0.22 0.01 −0.23 −0.07 0.05 0.07
oob_fear_coach 0.16 −0.07 0.05 0.14 −0.01 0.21 −0.02 0.03 −0.15
liwc_time_member −0.07 0.21 0.07 0.01 −0.02 −0.04 0.59 0.02 −0.02
t_16_Time_Management_and_Scheduling_member −0.06 0.01 0.13 −0.14 −0.14 0.05 0.55 0.03 0.07
t_10_Sleep_and_Wellness_Routines_member −0.07 −0.03 −0.02 0.14 0.04 0.13 0.53 0.03 0.02
t_16_Time_Management_and_Scheduling_coach −0.10 −0.04 0.12 −0.09 −0.14 0.03 0.52 0.08 0.10
liwc_time_coach −0.16 0.03 0.08 0.07 0.18 0.05 0.50 0.22 0.04
t_10_Sleep_and_Wellness_Routines_coach −0.06 −0.08 −0.01 0.09 0.07 0.11 0.46 0.06 0.03
liwc_number_member 0.01 0.05 0.01 −0.18 −0.03 −0.23 0.45 0.02 −0.08
liwc_quantity_member −0.26 0.25 0.00 −0.21 0.08 −0.04 0.42 0.01 −0.10
t_34_Prioritizing_and_Getting_Things_Done_coach −0.13 −0.03 0.14 −0.11 −0.04 0.00 0.41 0.08 0.15
liwc_home_member 0.11 0.07 −0.07 0.20 0.00 −0.14 0.37 −0.05 −0.04
liwc_power_coach −0.08 −0.01 −0.23 −0.13 0.19 −0.10 −0.36 0.23 −0.12
liwc_quantity_coach −0.17 −0.04 −0.05 0.08 0.28 −0.10 0.36 0.20 −0.05
t_34_Prioritizing_and_Getting_Things_Done_member −0.13 0.03 0.12 −0.11 −0.09 0.04 0.36 0.09 0.09
liwc_number_coach −0.06 −0.27 −0.02 −0.02 0.15 −0.11 0.35 0.30 0.08
liwc_home_coach 0.07 −0.04 −0.07 0.07 0.13 0.02 0.33 −0.07 −0.02
liwc_leisure_coach 0.11 −0.06 −0.23 0.06 0.10 0.04 0.31 0.03 0.07
tl_food_member 0.06 −0.02 −0.06 0.09 0.01 0.04 0.30 −0.05 −0.03
liwc_leisure_member 0.07 0.02 −0.22 0.21 0.03 −0.01 0.30 −0.13 0.03
tl_food_coach 0.06 −0.06 −0.08 0.06 0.04 0.06 0.28 −0.04 −0.03
t_38_Travel_and_Vacation_member 0.09 0.06 −0.04 −0.12 −0.07 0.01 0.27 −0.10 −0.02
liwc_wellness_coach −0.01 0.04 −0.16 0.18 0.02 0.15 0.27 0.05 0.04
liwc_acquire_member 0.10 0.16 0.12 0.00 0.04 −0.10 0.27 0.07 −0.02
t_8_Authenticity_and_Self_Confidence_member 0.08 0.00 0.06 0.09 0.04 0.26 −0.26 0.03 0.11
t_38_Travel_and_Vacation_coach 0.13 0.03 −0.04 −0.15 −0.03 0.04 0.26 −0.09 0.05
liwc_wellness_member −0.06 0.05 −0.12 0.20 0.03 0.08 0.25 −0.02 0.00
t_46_Coaching_and_training_programs_coach −0.13 −0.16 0.07 0.02 −0.05 −0.19 −0.21 0.08 −0.14
liwc_need_coach 0.14 −0.06 0.18 −0.15 0.10 −0.04 0.19 0.10 0.10
liwc_memory_coach 0.14 −0.02 0.02 −0.03 0.05 0.08 0.17 0.07 0.17
t_33_Understanding_and_Knowing_member 0.09 0.13 0.12 0.02 0.00 0.00 −0.17 −0.03 0.01
liwc_memory_member 0.11 −0.09 −0.06 0.05 0.01 0.11 0.13 0.01 0.10
trans_end_question_member 0.05 0.02 0.09 −0.07 −0.04 −0.03 −0.10 0.08 0.00
liwc_fatigue_coach 0.09 −0.07 −0.07 0.05 0.06 0.06 0.10 −0.03 0.01
liwc_fulfill_member −0.03 0.02 −0.01 0.04 −0.04 0.01 0.10 0.05 −0.03
oob_formality_coach −0.01 −0.05 −0.06 −0.02 0.11 −0.02 −0.13 −0.68 0.13
liwc_BigWords_coach −0.13 0.14 −0.32 −0.01 0.26 −0.05 −0.15 0.59 0.05
t_44_Perspective_and_curiosity_coach −0.10 0.01 0.04 −0.03 0.24 0.10 −0.10 −0.56 0.11
t_33_Understanding_and_Knowing_coach −0.01 −0.06 0.15 −0.07 0.28 −0.05 −0.11 −0.54 0.17
t_7_Excitement_and_Anticipation_coach −0.20 0.03 −0.07 0.00 0.00 −0.02 −0.19 −0.44 0.01
t_3_Value_coach −0.09 0.20 −0.05 0.03 0.06 0.07 −0.16 −0.36 0.32
liwc_achieve_coach −0.34 0.07 0.00 0.02 −0.03 −0.05 −0.06 0.35 0.18
liwc_allure_coach −0.04 −0.10 0.25 0.12 −0.24 0.03 0.14 −0.35 −0.08
liwc_insight_coach −0.05 0.14 0.20 −0.15 0.25 0.15 −0.20 −0.32 0.29
t_42_Worries_and_concerns_coach 0.20 0.04 0.28 −0.07 −0.07 0.08 0.14 −0.32 −0.14
t_14_Personal_opinions_and_observations_coach −0.04 0.07 0.07 0.17 0.14 0.07 −0.05 −0.32 0.13
liwc_cause_coach 0.07 0.04 0.14 −0.14 0.14 0.21 0.04 0.30 0.22
oob_intrinsic_motivation_coach −0.06 0.11 −0.10 0.17 0.22 −0.05 0.01 −0.30 0.29
liwc_certitude_coach 0.00 0.15 −0.01 −0.02 0.12 0.05 0.00 −0.27 0.11
liwc_cause_member 0.14 0.15 0.14 −0.09 0.06 0.07 −0.05 0.25 0.14
t_4_Communication_and_Understanding_coach 0.16 0.02 0.23 −0.09 −0.08 0.00 0.08 −0.24 0.22
oob_joy_coach −0.18 0.20 −0.15 0.12 −0.21 0.04 0.00 −0.24 0.22
t_41_Discussion/Conversation_with_boss_or_clients_member 0.17 −0.06 −0.01 −0.21 0.12 −0.04 0.07 0.22 0.02
t_37_Setting_and_Achieving_Goals_coach −0.08 0.12 0.12 0.11 −0.08 −0.01 −0.08 0.21 0.09
t_3_Value_member −0.17 0.13 −0.10 −0.05 0.10 0.08 −0.14 −0.18 0.09
t_35_Thinking_and_Sorting_coach −0.08 0.11 −0.05 −0.05 0.05 −0.05 0.05 −0.17 0.03
liwc_risk_coach 0.14 0.02 −0.10 0.05 0.02 0.07 0.07 0.17 −0.05
trans_overlap_coach 0.07 0.13 −0.05 −0.13 −0.07 0.07 0.05 −0.16 0.13
t_20_Personal_development_and_self_help_coach −0.10 0.13 0.12 0.01 −0.01 0.01 −0.08 0.09 −0.82
t_20_Personal_development_and_self_help_member −0.07 0.14 0.09 −0.07 0.02 0.03 −0.03 0.05 −0.60
liwc_Clout_coach −0.05 0.18 0.20 −0.08 −0.08 0.04 0.02 0.08 0.58
liwc_you_coach −0.03 0.03 0.43 0.04 −0.13 −0.02 −0.02 −0.06 0.46
liwc_mental_coach 0.06 0.14 −0.03 0.18 0.03 0.06 0.01 0.12 −0.40
liwc_we_coach −0.14 0.06 0.08 0.03 0.09 0.26 0.06 0.10 −0.39
liwc_negate_coach 0.37 −0.31 0.20 −0.01 0.04 0.06 0.02 −0.07 −0.38
liwc_i_coach 0.04 −0.17 0.28 0.15 0.11 −0.14 −0.12 −0.23 −0.37
liwc_visual_coach −0.09 −0.01 0.14 −0.04 −0.19 −0.03 −0.11 0.00 −0.35
liwc_illness_coach 0.07 0.04 −0.06 0.09 0.03 0.04 0.07 0.02 −0.33
liwc_lack_coach 0.05 0.00 0.17 −0.01 0.10 −0.03 0.04 0.07 −0.32
liwc_allnone_coach 0.18 −0.14 0.04 −0.02 −0.19 0.05 0.09 −0.06 −0.31
liwc_affiliation_coach −0.11 0.07 0.01 0.00 0.07 0.23 −0.01 0.15 −0.29
liwc_comm_coach 0.07 −0.25 0.28 −0.18 −0.06 0.12 −0.23 0.23 −0.28
t_22_Envisioning_coach −0.17 0.08 −0.05 0.17 0.01 −0.12 −0.02 −0.11 0.26
oob_goal_coach −0.21 0.10 0.06 0.09 0.05 −0.21 −0.07 0.01 0.25
t_21_Personal_and_Professional_Development_coach −0.21 −0.01 −0.16 −0.12 0.12 0.08 −0.10 0.21 0.23
oob_prosocial_coach 0.14 0.02 −0.04 0.10 0.14 −0.09 −0.07 −0.02 0.18
t_5_Book_Recommendations_coach 0.08 −0.02 −0.11 −0.05 0.17 −0.08 −0.01 −0.02 0.18
liwc_death_coach 0.17 −0.03 −0.15 0.06 0.07 −0.03 0.01 0.04 −0.18
liwc_sexual_coach −0.02 0.04 −0.08 0.06 0.03 −0.01 0.01 0.09 −0.15
SS loadings 12.21 11.16 11.00 10.43 9.29 7.85 7.20 6.62 6.27
Proportion Var 0.04 0.03 0.03 0.03 0.03 0.02 0.02 0.02 0.02
Cumulative Var 0.04 0.07 0.11 0.14 0.17 0.19 0.21 0.23 0.25
Proportion Explained 0.15 0.14 0.13 0.13 0.11 0.10 0.09 0.08 0.08
Cumulative Proportion 0.15 0.28 0.42 0.55 0.66 0.76 0.84 0.92 1.00
Item MR1 MR5 MR3 MR10 MR4 MR6 MR2 MR9 MR7 MR8
liwc_verb_coach 0.78 0.00 −0.01 0.04 0.13 −0.02 −0.18 0.01 −0.17 −0.13
liwc_Analytic_coach −0.77 −0.09 −0.06 0.00 −0.19 −0.05 0.05 −0.08 0.15 0.07
liwc_auxverb_coach 0.67 0.09 −0.05 0.04 0.12 −0.04 −0.18 0.06 −0.09 −0.16
t_12_Fillers_member −0.62 −0.06 −0.01 0.20 −0.09 0.00 −0.17 −0.06 −0.04 −0.07
t_12_Fillers_coach −0.62 −0.06 −0.03 0.16 −0.05 0.01 −0.18 −0.06 0.00 −0.05
liwc_Analytic_member −0.56 −0.13 0.05 −0.33 −0.02 −0.10 −0.05 0.08 −0.17 −0.16
liwc_verb_member 0.55 0.24 −0.07 0.26 −0.09 0.06 −0.07 −0.13 0.18 0.20
liwc_Dic_coach 0.54 0.10 0.00 −0.09 −0.06 0.10 0.07 0.04 −0.27 0.11
liwc_discrep_coach 0.53 −0.16 −0.04 −0.05 −0.25 −0.09 −0.04 −0.12 0.00 −0.10
liwc_Dic_member 0.52 −0.04 −0.26 −0.15 0.07 0.17 0.06 −0.02 0.07 0.15
liwc_focuspresent_coach 0.48 0.04 −0.06 0.03 0.22 0.14 −0.24 0.04 −0.04 −0.20
liwc_auxverb_member 0.48 0.26 −0.05 0.23 −0.08 0.00 −0.07 −0.03 0.15 0.15
liwc_focuspresent_member 0.39 0.00 −0.06 0.14 −0.09 0.14 −0.06 −0.13 0.16 0.14
liwc_politic_coach −0.39 −0.07 0.02 0.09 0.05 −0.15 −0.14 −0.04 0.09 0.07
liwc_discrep_member 0.38 −0.08 −0.12 0.08 −0.22 −0.10 0.12 −0.09 0.21 0.11
liwc_ipron_coach 0.37 0.27 −0.02 −0.19 0.11 0.14 −0.08 0.05 −0.13 0.20
liwc_ethnicity_coach −0.36 −0.11 −0.02 0.13 0.02 −0.02 −0.11 −0.03 0.04 0.03
t_2_Technical_Discussion_coach −0.35 −0.23 0.10 0.00 0.07 0.00 −0.09 −0.01 0.16 0.21
liwc_want_coach 0.35 0.05 −0.12 −0.08 −0.11 −0.11 0.08 −0.19 −0.12 −0.03
trans_pause_coach 0.35 −0.05 −0.01 0.20 0.07 −0.06 0.06 0.13 0.07 −0.07
liwc_focusfuture_coach 0.34 0.00 0.01 −0.07 0.00 −0.03 −0.15 0.20 0.12 −0.25
liwc_adverb_coach 0.31 0.28 0.12 −0.04 0.15 0.11 0.19 0.13 −0.18 −0.11
trans_pause_member 0.31 0.09 −0.05 0.03 −0.05 −0.04 0.03 0.10 0.20 −0.03
trans_end_question_coach 0.30 0.05 −0.09 −0.19 −0.15 −0.07 0.11 0.00 0.05 0.12
liwc_politic_member −0.29 0.04 0.06 0.13 −0.04 −0.15 −0.08 −0.08 −0.03 −0.09
liwc_ethnicity_member −0.28 0.03 −0.01 0.20 −0.05 −0.02 −0.04 −0.03 −0.02 0.00
liwc_relig_coach −0.28 −0.13 −0.06 0.20 0.08 0.07 −0.10 −0.02 0.03 0.01
liwc_differ_member 0.27 0.24 −0.03 −0.10 −0.08 −0.01 −0.12 −0.06 0.15 0.03
liwc_comm_coach 0.27 −0.23 0.18 −0.07 −0.07 0.09 −0.14 −0.24 0.22 −0.27
liwc_adverb_member 0.25 0.22 0.02 −0.06 0.08 0.06 0.13 0.15 0.02 0.01
liwc_focusfuture_member 0.25 0.06 0.12 0.15 −0.22 0.03 −0.11 0.20 0.13 0.16
liwc_substances_coach −0.24 −0.01 −0.05 0.11 0.05 0.06 −0.07 0.09 −0.01 −0.04
liwc_ipron_member 0.24 0.23 0.09 −0.18 0.05 0.13 −0.10 0.00 0.11 0.21
liwc_sexual_member −0.19 −0.04 −0.05 0.11 0.06 0.02 −0.05 0.00 0.05 −0.01
liwc_need_member 0.19 0.10 0.02 0.16 −0.17 −0.03 −0.10 0.09 0.13 0.17
liwc_acquire_coach 0.19 0.04 −0.04 0.06 0.08 −0.10 −0.05 0.12 0.03 0.08
oob_similarity_member 0.17 −0.05 0.03 0.00 −0.01 0.06 0.14 0.02 0.04 0.02
liwc_death_coach −0.17 −0.01 −0.06 0.10 0.07 0.01 −0.13 −0.01 0.05 −0.16
oob_similarity_coach 0.16 −0.02 0.04 0.00 −0.05 0.06 0.14 0.04 0.04 −0.02
liwc_lack_member 0.11 0.08 −0.10 0.05 0.01 −0.06 −0.03 0.03 0.06 0.03
oob_self_disclosure_member 0.08 0.87 −0.10 0.08 0.08 0.00 0.08 0.02 0.01 −0.04
oob_empathy_member 0.07 0.85 −0.09 0.06 0.06 0.14 −0.01 −0.04 0.01 0.03
tl_yes_member −0.14 −0.69 −0.14 −0.05 0.01 0.09 −0.08 −0.04 −0.10 0.02
liwc_WPS_member −0.05 0.62 0.13 −0.26 −0.10 −0.02 0.00 −0.06 −0.01 −0.03
t_19_yeah_okay_mhm_member −0.05 −0.59 −0.05 −0.07 0.17 0.10 −0.07 0.11 −0.07 0.13
liwc_polite_member −0.07 −0.57 −0.10 0.16 −0.04 0.09 0.11 −0.13 0.07 −0.04
liwc_WC_member 0.05 0.56 0.24 0.04 −0.23 0.01 −0.11 0.05 −0.13 0.06
tl_nonfluencies_member −0.18 −0.48 −0.14 −0.12 −0.14 0.03 −0.05 −0.12 −0.15 −0.10
liwc_prep_member −0.01 0.48 −0.14 −0.38 0.06 −0.05 −0.01 0.07 −0.08 0.05
liwc_conj_member 0.15 0.46 0.11 0.07 0.11 −0.04 0.05 0.15 0.00 0.01
oob_perseverance_member 0.07 0.46 −0.09 −0.08 0.05 0.17 −0.05 −0.02 0.03 −0.19
t_45_Positive_affirmations_and_greetings_member 0.29 −0.43 −0.14 0.32 −0.08 0.00 0.19 −0.11 0.17 0.04
trans_backchannel_count_member −0.01 0.42 0.14 0.12 −0.20 −0.01 0.02 −0.02 −0.07 0.06
liwc_auditory_member 0.24 −0.40 −0.07 0.20 −0.15 0.03 0.12 −0.14 0.02 −0.05
liwc_allnone_member −0.04 −0.39 −0.12 0.25 −0.06 0.05 −0.08 0.01 −0.08 −0.02
liwc_focuspast_member 0.00 0.38 −0.02 0.31 0.11 −0.08 0.01 0.02 −0.14 −0.08
liwc_Authentic_member 0.34 0.35 −0.30 −0.18 0.13 0.05 0.20 0.09 0.11 −0.03
liwc_adj_member −0.09 −0.33 −0.01 −0.08 0.07 0.07 0.21 0.12 0.04 −0.16
t_2_Technical_Discussion_member −0.29 −0.33 0.11 −0.02 0.01 0.04 −0.08 0.04 0.07 0.04
liwc_prep_coach 0.04 0.32 −0.10 −0.12 0.26 −0.07 0.27 −0.01 0.02 0.07
liwc_space_member −0.07 0.31 0.19 0.05 0.02 −0.16 0.13 0.16 −0.04 −0.18
liwc_tech_coach 0.01 −0.28 −0.05 0.06 0.03 −0.25 −0.12 0.10 0.09 −0.03
t_4_Communication_and_Understanding_member 0.13 −0.26 0.08 0.12 0.10 0.02 −0.05 −0.04 0.04 0.12
liwc_filler_member −0.02 −0.25 −0.03 0.12 0.04 0.05 0.04 −0.02 −0.04 0.01
liwc_motion_member 0.04 0.22 0.07 0.22 −0.08 −0.02 −0.01 0.19 −0.06 −0.05
oob_absolutist_member 0.02 0.22 −0.09 0.10 0.10 0.06 0.08 0.16 −0.07 0.03
liwc_visual_member 0.03 −0.19 0.11 0.06 −0.10 −0.13 0.02 −0.11 0.01 −0.04
t_37_Setting_and_Achieving_Goals_member 0.14 0.18 0.15 −0.11 −0.11 −0.03 0.03 −0.12 0.16 0.03
oob_demonstrate_understanding_member 0.03 −0.17 0.05 0.03 0.03 0.03 0.07 −0.08 0.13 0.05
oob_checking_understanding_member 0.13 −0.16 −0.08 −0.04 −0.03 −0.06 0.01 −0.11 −0.05 0.00
liwc_motion_coach −0.01 0.15 −0.05 0.04 0.15 0.03 0.03 0.14 0.08 0.06
liwc_risk_member −0.11 0.11 −0.09 0.06 −0.02 −0.03 −0.09 0.02 0.08 0.02
t_1_Team_Management_and_Leadership_member 0.03 0.12 0.72 −0.09 −0.05 0.06 0.07 −0.05 −0.01 0.02
liwc_affiliation_member −0.05 0.06 0.58 0.27 −0.07 0.06 0.04 0.06 −0.07 −0.01
t_1_Team_Management_and_Leadership_coach 0.04 0.05 0.58 −0.04 0.00 −0.02 0.01 −0.06 0.05 0.20
oob_teamwork_member 0.07 0.20 0.57 −0.08 0.01 0.05 0.06 −0.07 −0.05 −0.05
liwc_Clout_member −0.22 −0.08 0.56 0.26 −0.01 −0.05 −0.12 −0.03 −0.11 −0.01
liwc_we_member −0.01 0.01 0.56 0.21 −0.08 0.02 −0.06 0.10 −0.08 0.01
liwc_i_member 0.38 0.09 −0.53 0.07 0.05 0.09 0.22 −0.13 0.16 0.06
oob_leadership_member 0.03 0.11 0.52 −0.05 0.05 0.02 0.12 −0.11 −0.03 −0.05
oob_neutral_member 0.01 −0.13 0.50 −0.24 −0.06 −0.30 −0.10 0.23 0.07 0.04
t_32_Communication_style_member 0.11 −0.15 0.46 −0.09 −0.03 0.17 −0.02 −0.07 0.15 0.10
liwc_allure_member 0.13 −0.14 −0.44 −0.08 −0.03 0.05 −0.07 −0.04 −0.12 0.15
liwc_power_member −0.26 0.09 0.43 0.07 0.05 −0.07 0.10 −0.23 0.04 −0.10
oob_sadness_member −0.03 0.10 −0.42 0.11 −0.01 0.08 0.04 −0.02 −0.01 −0.06
liwc_article_member −0.24 0.26 0.41 −0.02 0.05 −0.20 −0.02 0.18 0.00 −0.12
t_32_Communication_style_coach 0.12 −0.15 0.40 −0.10 −0.04 0.13 −0.04 −0.06 0.16 0.15
oob_leadership_coach 0.01 0.01 0.38 −0.03 0.16 −0.03 0.07 −0.11 0.01 0.18
liwc_BigWords_member −0.28 0.23 0.37 −0.12 0.08 −0.13 0.12 −0.07 0.13 −0.17
t_28_Sales_and_Marketing_member −0.01 0.01 0.37 −0.01 −0.02 −0.32 −0.07 0.01 0.01 −0.03
t_31_Asking_and_Answering_Questions_member 0.18 −0.06 0.37 −0.12 0.00 0.21 −0.13 −0.19 0.14 0.16
t_14_Personal_opinions_and_observations_member 0.02 0.19 −0.37 −0.30 0.01 0.04 −0.11 −0.09 −0.13 0.15
liwc_feeling_member 0.01 0.13 −0.34 −0.26 0.10 0.33 0.06 −0.12 −0.03 0.05
liwc_comm_member 0.12 −0.29 0.31 0.22 0.00 0.18 −0.07 −0.22 0.19 0.10
liwc_negate_member 0.11 −0.20 −0.30 0.24 −0.24 0.10 −0.17 −0.23 0.02 0.03
oob_teamwork_coach 0.08 0.09 0.29 −0.10 0.20 0.00 0.11 −0.14 −0.05 −0.12
liwc_prosocial_member −0.05 −0.22 0.29 0.01 0.09 0.11 0.19 −0.16 0.05 0.03
t_6_Goal_Setting_and_Motivation_coach −0.04 0.10 −0.28 −0.15 −0.01 0.03 0.12 0.14 0.10 0.17
t_42_Worries_and_concerns_member 0.21 0.05 −0.28 −0.20 −0.05 0.16 −0.14 −0.01 0.05 0.10
liwc_they_member 0.07 0.10 0.27 0.17 −0.06 −0.17 −0.13 −0.06 0.07 0.11
oob_fear_member 0.04 0.10 −0.27 0.00 0.00 0.20 0.02 −0.17 0.04 −0.06
t_43_Education/Teaching/School_member 0.00 0.06 −0.26 0.04 −0.01 −0.26 0.01 −0.07 −0.01 −0.03
t_31_Asking_and_Answering_Questions_coach 0.22 −0.04 0.25 −0.18 0.05 0.09 −0.14 −0.21 0.01 0.12
t_6_Goal_Setting_and_Motivation_member 0.00 0.10 −0.24 −0.21 −0.01 0.05 0.22 0.10 0.07 −0.03
liwc_want_member 0.20 0.12 −0.21 0.08 −0.04 −0.16 0.13 −0.16 0.09 0.10
liwc_emo_sad_member −0.10 0.12 −0.21 0.17 0.05 0.17 −0.04 −0.02 0.00 −0.04
t_25_Hiring_and_Human_Resources_member 0.07 0.16 0.21 0.10 −0.03 −0.18 −0.15 −0.15 −0.01 −0.04
trans_questions_member 0.15 0.07 0.19 0.13 −0.12 0.02 0.00 −0.10 0.01 −0.05
oob_sadness_coach −0.10 −0.07 −0.19 0.16 −0.11 0.18 −0.11 0.00 −0.03 −0.12
liwc_mental_member −0.05 0.12 −0.19 0.12 0.02 0.10 0.04 0.00 0.00 −0.11
liwc_friend_member −0.08 0.08 −0.19 0.13 0.02 0.07 0.06 0.05 −0.09 −0.03
liwc_illness_member −0.08 0.09 −0.17 0.16 0.02 0.06 0.03 0.12 −0.07 −0.09
trans_end_question_member 0.11 0.01 0.11 0.09 −0.02 0.00 0.07 −0.10 0.09 −0.01
liwc_attention_member 0.10 −0.07 0.11 −0.09 0.00 −0.08 0.08 0.00 0.11 −0.04
liwc_friend_coach −0.05 −0.04 −0.11 0.10 0.06 0.07 −0.01 0.06 −0.01 0.10
liwc_tentat_member 0.07 0.10 −0.07 −0.57 0.00 0.00 −0.10 0.01 −0.01 −0.03
t_13_Back_and_forth_member 0.08 0.25 0.09 0.55 −0.03 −0.11 −0.17 0.05 −0.02 −0.01
oob_humor_member −0.09 0.30 0.27 −0.55 0.09 −0.08 0.02 −0.04 −0.02 −0.04
oob_hedging_member 0.09 0.03 −0.04 −0.51 0.02 0.33 −0.02 −0.06 0.06 0.10
liwc_shehe_member 0.01 0.26 0.25 0.46 −0.05 0.11 −0.22 −0.07 −0.05 0.09
tl_family_member −0.03 0.18 −0.17 0.44 0.01 0.03 0.04 0.12 −0.05 −0.06
liwc_male_member −0.04 0.17 0.20 0.42 −0.04 0.03 −0.21 −0.02 −0.04 0.03
t_44_Perspective_and_curiosity_member −0.04 0.13 0.00 −0.42 0.02 −0.02 −0.05 0.00 −0.13 −0.05
oob_formality_member −0.18 0.17 −0.28 −0.40 0.02 −0.02 −0.10 −0.08 −0.13 0.05
t_27_Casual_language_member 0.09 0.20 −0.17 0.40 0.00 0.07 −0.13 0.07 −0.10 0.08
liwc_female_member −0.04 0.21 0.09 0.39 −0.04 0.12 −0.11 −0.06 −0.05 0.08
tl_family_coach −0.10 0.04 −0.08 0.38 0.15 0.06 −0.07 0.14 −0.01 0.06
liwc_insight_member 0.12 0.13 −0.01 −0.35 0.10 0.20 −0.01 −0.30 0.05 0.08
t_50_Thinking_and_reflection_member 0.07 −0.04 0.33 −0.35 −0.06 0.17 0.01 −0.04 0.18 0.04
liwc_achieve_member 0.04 0.14 0.10 −0.31 0.00 −0.06 0.25 0.01 0.18 −0.10
t_13_Back_and_forth_coach 0.13 −0.07 0.06 0.29 0.11 −0.10 −0.25 0.17 −0.06 0.08
t_7_Excitement_and_Anticipation_member −0.08 0.04 −0.13 −0.29 −0.03 −0.06 0.11 −0.08 −0.04 −0.16
oob_anger_member 0.00 0.19 −0.10 0.27 −0.04 0.19 −0.24 −0.21 0.13 0.05
liwc_female_coach −0.10 0.04 0.10 0.26 0.09 0.08 −0.21 −0.04 −0.01 0.13
liwc_focuspast_coach 0.05 0.02 0.09 0.26 0.12 −0.02 0.04 0.01 −0.08 0.15
liwc_relig_member −0.16 0.07 −0.12 0.25 0.02 0.07 −0.03 −0.03 −0.04 0.04
oob_surprise_member −0.05 −0.09 0.00 0.24 0.01 −0.01 0.02 −0.01 −0.10 0.03
t_27_Casual_language_coach 0.10 0.05 0.01 0.23 0.06 0.13 −0.19 0.20 −0.19 0.01
liwc_swear_member −0.14 0.04 −0.05 0.23 0.01 0.08 −0.14 −0.04 −0.01 0.04
t_36_Friendship_and_Relationships_member −0.03 0.14 −0.17 0.22 0.02 0.16 0.05 0.06 −0.14 0.06
t_35_Thinking_and_Sorting_member −0.05 0.07 0.09 −0.21 0.01 0.04 −0.01 0.03 −0.05 −0.04
t_9_Moving_and_Living_in_California_coach −0.07 0.02 −0.05 0.21 0.09 −0.19 0.14 0.17 −0.15 0.05
oob_prosocial_member −0.01 0.15 −0.10 0.20 −0.02 −0.06 0.08 −0.05 −0.03 0.01
t_50_Thinking_and_reflection_coach 0.10 −0.01 0.09 −0.20 −0.01 −0.03 −0.08 −0.01 0.07 0.16
liwc_death_member −0.12 −0.03 −0.07 0.20 −0.06 0.02 −0.04 −0.05 0.00 −0.07
oob_prosocial_coach −0.02 0.02 −0.04 0.20 0.17 −0.03 0.07 −0.08 0.00 0.17
liwc_attention_coach 0.08 0.12 −0.05 −0.19 −0.10 −0.10 0.07 0.01 0.13 −0.10
t_36_Friendship_and_Relationships_coach −0.02 −0.02 −0.08 0.18 0.10 0.15 −0.01 0.10 −0.13 0.13
liwc_substances_member −0.13 0.02 −0.06 0.18 0.00 0.07 −0.01 0.10 −0.03 0.00
liwc_certitude_member 0.01 0.06 −0.11 −0.14 0.10 0.06 0.14 −0.01 −0.04 −0.04
t_5_Book_Recommendations_member −0.11 0.02 0.09 0.12 0.10 −0.02 0.02 −0.01 −0.04 0.08
oob_self_disclosure_coach 0.00 0.01 −0.04 0.06 0.85 −0.02 0.01 −0.05 −0.04 −0.20
oob_empathy_coach 0.02 0.16 −0.06 0.07 0.80 0.12 −0.17 0.03 0.00 0.06
liwc_WC_coach 0.04 −0.19 0.01 −0.04 0.69 −0.01 −0.05 0.02 −0.09 0.19
liwc_WPS_coach 0.08 0.01 0.04 −0.06 0.65 −0.13 0.17 −0.11 −0.20 0.02
tl_yes_coach −0.35 −0.06 0.02 −0.05 −0.60 0.10 −0.13 −0.03 −0.15 0.04
liwc_Authentic_coach 0.14 0.02 −0.08 0.00 0.52 0.01 0.16 0.08 −0.13 −0.18
trans_backchannel_count_coach 0.00 −0.27 −0.07 −0.15 0.52 0.03 −0.10 0.00 0.19 −0.03
liwc_conj_coach 0.23 0.10 0.08 −0.08 0.50 0.00 0.06 0.11 0.02 −0.06
tl_nonfluencies_coach −0.35 −0.08 −0.07 −0.05 −0.43 0.03 −0.05 −0.16 −0.17 −0.05
t_19_yeah_okay_mhm_coach −0.14 0.11 0.10 0.07 −0.41 0.12 −0.06 0.09 −0.25 0.13
liwc_auditory_coach 0.25 −0.19 −0.03 0.15 −0.40 0.03 0.12 −0.13 −0.05 −0.01
t_45_Positive_affirmations_and_greetings_coach 0.37 −0.22 −0.02 0.12 −0.40 0.09 0.02 0.03 −0.06 0.01
liwc_polite_coach −0.02 −0.24 0.00 0.18 −0.39 0.07 0.18 −0.09 0.11 −0.10
liwc_article_coach −0.27 0.01 0.12 0.00 0.38 −0.15 −0.03 0.10 0.37 0.02
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.14 −0.26 0.02 0.00 0.37 0.04 −0.15 0.02 0.33 0.11
oob_learning_coach 0.00 −0.06 0.07 −0.03 0.37 0.01 0.07 −0.12 −0.12 0.08
liwc_differ_coach 0.22 −0.08 −0.01 −0.14 0.37 0.00 −0.28 0.00 0.10 −0.22
oob_humor_coach −0.11 0.19 0.18 −0.15 0.31 −0.22 0.23 −0.16 −0.19 0.00
oob_perseverance_coach 0.02 0.01 0.00 0.04 0.31 0.09 −0.09 0.09 0.00 −0.08
oob_checking_understanding_coach 0.04 0.24 −0.06 0.03 −0.31 −0.03 0.12 0.01 0.02 0.11
trans_delta_coach −0.30 −0.14 −0.01 −0.13 0.30 0.00 −0.04 −0.15 −0.04 0.06
trans_overlap_member −0.12 −0.26 0.08 0.06 0.30 0.08 −0.06 0.06 −0.18 0.12
oob_absolutist_coach 0.11 0.06 0.00 0.09 0.29 0.08 0.09 0.12 −0.07 −0.17
liwc_adj_coach −0.22 −0.03 −0.06 0.01 −0.28 0.10 0.18 0.21 0.24 −0.08
liwc_space_coach −0.10 0.21 −0.05 0.00 0.26 −0.09 0.20 0.02 0.11 −0.01
liwc_prosocial_coach 0.07 0.10 0.15 0.03 −0.26 0.07 0.20 −0.10 0.17 −0.07
liwc_they_coach 0.13 −0.13 0.23 0.08 0.26 −0.20 −0.17 −0.09 0.08 0.11
trans_questions_coach 0.21 −0.13 −0.06 −0.15 0.24 −0.04 −0.02 −0.03 0.05 0.17
liwc_filler_coach −0.12 0.14 0.04 0.12 −0.23 0.09 0.04 0.07 −0.16 0.05
trans_delta_member −0.19 0.12 0.08 −0.08 −0.22 0.02 −0.06 −0.13 −0.12 −0.13
oob_surprise_coach −0.02 0.06 0.00 0.13 −0.17 0.02 0.01 0.03 −0.16 0.16
oob_demonstrate_understanding_coach 0.10 −0.02 0.03 0.06 −0.16 −0.01 0.03 0.01 0.00 0.03
liwc_fulfill_coach −0.03 0.07 −0.11 0.00 0.12 0.03 0.02 0.10 0.09 0.00
liwc_work_coach −0.04 −0.04 0.05 −0.04 0.20 −0.57 0.06 −0.09 0.30 0.09
liwc_money_coach −0.11 −0.02 −0.13 0.18 0.16 −0.55 −0.17 0.06 0.11 0.14
liwc_money_member −0.09 0.13 −0.05 0.15 0.01 −0.54 −0.11 0.01 −0.01 −0.06
liwc_work_member −0.07 0.17 0.14 −0.12 0.01 −0.52 0.05 −0.11 0.02 −0.17
t_26_Entrepreneurship_and_Business_coach −0.04 0.07 −0.17 0.15 0.13 −0.48 0.02 −0.01 0.04 0.14
t_26_Entrepreneurship_and_Business_member −0.02 0.17 −0.12 0.10 0.05 −0.48 0.05 −0.02 −0.03 −0.10
t_40_Job_Search_and_Career_Development_coach 0.03 0.02 −0.17 −0.12 0.02 −0.48 −0.15 −0.11 0.06 0.06
liwc_tone_neg_coach −0.16 0.01 −0.16 0.11 0.23 0.42 −0.34 0.03 0.28 −0.13
liwc_tone_neg_member −0.12 0.23 −0.28 0.26 0.04 0.41 −0.18 −0.09 0.15 −0.06
t_49_Self_judgment_coach −0.01 0.09 −0.17 0.01 0.12 0.40 −0.11 −0.03 0.14 0.06
t_40_Job_Search_and_Career_Development_member 0.02 0.17 −0.18 −0.21 −0.02 −0.40 −0.01 −0.17 0.00 −0.16
t_29_Stress_Management_coach −0.03 0.10 −0.16 −0.01 0.03 0.38 0.02 0.20 0.02 0.12
liwc_feeling_coach 0.02 0.15 −0.13 −0.03 0.06 0.38 0.02 0.00 −0.13 0.14
t_28_Sales_and_Marketing_coach −0.01 −0.12 0.19 0.03 0.08 −0.38 −0.08 0.02 0.12 0.17
t_24_Finance_and_Money_Management_member 0.04 0.13 −0.24 0.22 −0.03 −0.38 −0.17 0.08 0.04 0.05
t_49_Self_judgment_member −0.02 0.13 −0.16 0.08 0.09 0.38 −0.01 −0.10 0.10 0.00
t_29_Stress_Management_member −0.04 0.17 −0.24 −0.04 0.03 0.35 0.10 0.10 −0.01 0.05
t_24_Finance_and_Money_Management_coach 0.04 −0.03 −0.19 0.15 0.11 −0.35 −0.23 0.13 0.06 0.14
oob_neutral_coach 0.03 −0.03 0.09 −0.28 0.16 −0.34 0.05 0.02 0.20 −0.08
oob_goal_member 0.12 0.20 −0.09 −0.11 −0.02 −0.32 0.22 −0.06 0.04 −0.14
t_15_Frustration_and_Emotions_member 0.03 0.26 0.12 0.16 −0.01 0.32 −0.26 −0.28 0.19 0.03
t_39_Social_Media_and_Networking_coach 0.06 −0.09 −0.12 0.04 0.01 −0.31 −0.10 0.04 −0.05 0.12
t_39_Social_Media_and_Networking_member 0.06 −0.05 −0.11 0.04 −0.03 −0.30 −0.06 0.03 −0.09 0.09
liwc_emo_anx_coach 0.06 −0.01 −0.17 0.01 0.01 0.29 −0.08 0.08 0.15 −0.14
t_8_Authenticity_and_Self_Confidence_member 0.09 −0.01 −0.01 0.03 0.07 0.28 0.14 −0.27 0.05 0.10
liwc_tech_member −0.01 −0.19 −0.04 0.10 −0.02 −0.27 −0.02 0.03 0.02 −0.03
t_8_Authenticity_and_Self_Confidence_coach 0.13 −0.07 0.02 −0.03 0.16 0.26 0.04 −0.25 −0.12 0.17
liwc_emo_anx_member 0.07 0.04 −0.26 0.02 0.01 0.26 0.01 −0.03 0.07 −0.10
oob_goal_coach 0.07 0.08 −0.09 −0.06 0.05 −0.26 0.17 −0.03 0.00 0.22
t_43_Education/Teaching/School_coach −0.01 −0.03 −0.19 0.08 0.08 −0.26 −0.02 −0.03 0.04 0.10
liwc_curiosity_member 0.01 0.01 −0.09 −0.18 0.06 −0.25 0.10 −0.11 −0.05 −0.05
t_25_Hiring_and_Human_Resources_coach 0.11 0.03 0.17 0.04 −0.01 −0.25 −0.22 −0.08 0.04 0.09
oob_fear_coach 0.05 −0.05 −0.12 0.05 −0.01 0.25 −0.10 −0.06 0.04 −0.14
liwc_curiosity_coach 0.05 0.17 −0.17 −0.13 −0.03 −0.22 0.06 −0.13 −0.10 0.15
t_9_Moving_and_Living_in_California_member −0.05 0.09 −0.11 0.15 0.08 −0.22 0.15 0.17 −0.19 −0.17
liwc_moral_coach −0.09 0.01 −0.04 0.02 0.15 0.22 −0.15 −0.12 0.13 −0.07
oob_hedging_coach 0.17 0.21 0.06 −0.16 0.12 0.21 −0.04 0.02 −0.18 −0.15
liwc_emo_sad_coach −0.08 0.03 −0.13 0.07 0.11 0.18 −0.12 0.04 0.07 −0.06
liwc_moral_member −0.07 0.07 −0.05 0.15 0.04 0.17 −0.09 −0.16 0.10 0.07
liwc_memory_member −0.05 −0.10 −0.02 0.11 0.02 0.17 0.02 0.11 0.03 0.10
t_17_Anxiety_and_Music_coach 0.03 −0.02 −0.15 0.07 0.05 0.17 −0.05 0.07 0.03 0.06
t_22_Envisioning_member −0.05 0.04 −0.15 −0.11 −0.03 −0.15 0.10 −0.03 −0.09 0.09
t_17_Anxiety_and_Music_member 0.02 0.01 −0.12 0.08 0.02 0.15 0.00 0.00 0.01 0.03
liwc_fatigue_member −0.05 0.12 −0.12 0.10 −0.01 0.13 −0.09 0.09 0.01 −0.01
liwc_fatigue_coach −0.08 −0.06 −0.05 0.04 0.06 0.09 −0.07 0.08 −0.02 0.03
liwc_tone_pos_member −0.03 −0.28 0.02 0.06 0.17 0.17 0.51 −0.03 0.06 −0.05
liwc_tone_pos_coach −0.06 0.12 0.03 0.09 −0.29 0.13 0.49 0.07 0.12 0.06
oob_joy_coach −0.08 0.13 −0.01 0.14 −0.16 0.09 0.48 0.04 −0.21 0.16
oob_disgust_coach −0.01 −0.04 0.02 0.15 0.10 0.24 −0.45 −0.04 −0.07 −0.05
liwc_negate_coach 0.14 −0.24 −0.03 0.13 0.02 0.12 −0.44 −0.04 −0.07 −0.33
t_23_Reflecting_and_Appreciation_coach −0.04 0.19 0.08 −0.06 −0.28 0.17 0.44 −0.04 0.15 0.20
oob_anger_coach 0.09 −0.06 −0.01 0.11 0.07 0.20 −0.42 −0.06 0.06 0.02
liwc_emo_pos_member 0.01 −0.08 −0.09 0.03 0.19 0.19 0.38 0.02 0.00 0.05
oob_joy_member −0.04 −0.03 −0.17 −0.12 0.13 0.09 0.38 −0.02 −0.16 −0.05
t_18_Professional_coaching_and_therapy_coach 0.05 0.08 −0.28 0.03 0.15 −0.17 0.37 −0.20 −0.09 −0.08
liwc_emo_pos_coach −0.03 0.08 0.04 0.13 −0.18 0.18 0.37 0.14 −0.04 0.16
t_3_Value_member −0.05 0.08 0.14 0.02 0.15 0.10 0.36 −0.10 −0.17 0.05
t_15_Frustration_and_Emotions_coach 0.03 0.12 0.13 0.13 0.09 0.30 −0.34 −0.19 0.14 0.05
liwc_shehe_coach −0.02 0.03 0.24 0.26 0.11 0.09 −0.33 −0.05 0.02 0.11
t_18_Professional_coaching_and_therapy_member 0.01 0.10 −0.28 0.04 0.10 −0.11 0.32 −0.18 −0.01 −0.21
t_23_Reflecting_and_Appreciation_member 0.00 −0.14 0.28 −0.12 0.11 0.18 0.31 −0.04 0.07 0.00
oob_intrinsic_motivation_member −0.02 0.22 −0.27 0.02 0.11 −0.03 0.31 −0.04 −0.19 −0.10
oob_disgust_member 0.06 0.11 −0.19 0.29 −0.02 0.17 −0.31 −0.17 0.04 0.07
t_46_Coaching_and_training_programs_coach 0.13 −0.22 0.09 0.17 0.01 −0.15 0.31 −0.16 0.10 −0.19
liwc_male_coach −0.08 −0.02 0.21 0.26 0.12 0.04 −0.30 0.00 0.04 0.05
t_21_Personal_and_Professional_Development_coach −0.11 −0.06 0.17 −0.10 0.15 0.05 0.30 −0.06 0.21 0.20
oob_intrinsic_motivation_coach −0.05 0.07 −0.09 0.16 0.26 0.00 0.29 0.03 −0.29 0.25
t_21_Personal_and_Professional_Development_member −0.05 −0.09 0.24 −0.11 0.13 0.07 0.28 −0.06 0.20 0.00
liwc_conflict_coach −0.18 −0.03 0.03 0.07 0.16 0.20 −0.27 −0.12 0.18 0.00
liwc_need_coach 0.15 −0.03 0.08 −0.01 0.07 −0.04 −0.26 0.17 0.09 0.14
liwc_emo_anger_coach −0.07 0.04 0.03 0.07 0.13 0.19 −0.26 −0.11 0.09 −0.01
liwc_emo_anger_member −0.07 0.20 −0.04 0.18 0.03 0.21 −0.23 −0.16 0.11 0.04
t_46_Coaching_and_training_programs_member 0.07 −0.22 0.17 0.16 0.03 −0.12 0.22 −0.04 0.03 −0.06
liwc_conflict_member −0.21 0.13 0.03 0.18 0.05 0.17 −0.22 −0.14 0.11 −0.01
liwc_reward_coach 0.03 0.13 0.01 −0.13 −0.08 −0.13 0.21 0.01 0.19 0.06
liwc_swear_coach −0.15 0.02 0.02 0.14 0.08 0.10 −0.19 0.04 −0.01 0.02
oob_learning_member 0.00 0.13 0.11 −0.11 0.09 −0.02 0.17 −0.06 0.00 −0.10
liwc_reward_member −0.02 0.11 0.13 −0.15 −0.04 −0.13 0.16 −0.02 0.08 −0.11
liwc_time_member 0.09 0.18 −0.01 0.09 −0.01 0.02 0.06 0.59 0.02 −0.02
t_16_Time_Management_and_Scheduling_member 0.12 0.01 0.09 −0.05 −0.16 0.06 −0.10 0.54 0.02 0.09
liwc_time_coach 0.11 −0.01 −0.06 −0.02 0.19 0.08 0.12 0.52 0.22 0.03
t_10_Sleep_and_Wellness_Routines_member −0.01 −0.05 −0.14 0.02 0.04 0.18 0.03 0.52 0.04 0.02
t_16_Time_Management_and_Scheduling_coach 0.12 −0.05 0.05 −0.05 −0.16 0.03 −0.05 0.51 0.07 0.12
liwc_number_member 0.03 0.02 0.21 0.22 −0.01 −0.15 0.04 0.46 0.03 −0.09
liwc_quantity_member 0.01 0.21 0.18 −0.15 0.07 −0.07 0.08 0.46 −0.01 −0.11
t_10_Sleep_and_Wellness_Routines_coach 0.00 −0.09 −0.10 0.00 0.07 0.15 0.02 0.45 0.06 0.03
t_34_Prioritizing_and_Getting_Things_Done_coach 0.12 −0.03 0.04 −0.14 −0.07 −0.04 −0.09 0.41 0.06 0.16
liwc_quantity_coach −0.02 −0.08 −0.06 0.03 0.29 −0.07 0.14 0.39 0.20 −0.06
t_34_Prioritizing_and_Getting_Things_Done_member 0.11 0.03 0.04 −0.15 −0.12 0.00 −0.07 0.36 0.08 0.10
liwc_home_member −0.06 0.07 −0.17 0.26 0.02 −0.04 0.01 0.35 −0.03 −0.04
liwc_number_coach −0.01 −0.27 0.00 0.01 0.14 −0.10 −0.04 0.35 0.29 0.09
liwc_power_coach −0.19 −0.04 0.21 0.02 0.22 −0.11 0.22 −0.32 0.24 −0.15
liwc_home_coach −0.07 −0.04 −0.06 0.10 0.14 0.09 −0.05 0.31 −0.07 −0.01
tl_food_member −0.06 −0.03 −0.08 0.12 0.01 0.11 −0.01 0.28 −0.04 −0.02
liwc_leisure_coach −0.23 −0.06 −0.05 0.12 0.10 0.11 −0.04 0.28 0.04 0.09
liwc_leisure_member −0.21 0.02 −0.19 0.16 0.04 0.07 0.03 0.28 −0.12 0.03
t_38_Travel_and_Vacation_member −0.02 0.04 0.17 0.19 −0.05 0.10 0.05 0.27 −0.08 −0.03
tl_food_coach −0.08 −0.06 −0.06 0.08 0.04 0.12 −0.04 0.26 −0.03 −0.02
liwc_wellness_coach −0.13 0.02 −0.14 0.06 0.04 0.21 0.10 0.26 0.07 0.03
liwc_acquire_member 0.12 0.15 0.01 0.15 0.05 −0.04 −0.05 0.25 0.08 −0.01
liwc_wellness_member −0.09 0.02 −0.16 0.07 0.05 0.14 0.16 0.24 0.00 −0.02
t_38_Travel_and_Vacation_coach −0.03 0.02 0.18 0.17 −0.01 0.12 −0.01 0.24 −0.07 0.06
liwc_you_member 0.09 −0.17 0.07 0.23 0.02 −0.02 −0.02 −0.24 0.00 0.00
t_33_Understanding_and_Knowing_member 0.10 0.15 −0.05 −0.03 −0.01 −0.02 −0.11 −0.18 −0.04 0.02
liwc_fulfill_member −0.01 0.01 −0.05 −0.01 −0.04 0.01 0.01 0.10 0.05 −0.03
oob_formality_coach −0.08 −0.05 0.03 0.04 0.10 −0.02 0.04 −0.13 −0.68 0.12
liwc_BigWords_coach −0.28 0.12 0.04 −0.10 0.28 −0.09 0.19 −0.12 0.60 0.03
t_44_Perspective_and_curiosity_coach 0.04 −0.01 0.04 −0.07 0.24 0.08 0.09 −0.09 −0.56 0.10
t_33_Understanding_and_Knowing_coach 0.13 −0.05 0.06 −0.01 0.26 −0.07 −0.03 −0.10 −0.55 0.16
t_7_Excitement_and_Anticipation_coach −0.05 0.00 0.03 −0.05 0.01 −0.05 0.22 −0.15 −0.44 −0.03
liwc_allure_coach 0.24 −0.10 −0.13 0.02 −0.25 0.05 −0.03 0.13 −0.35 −0.08
t_3_Value_coach 0.00 0.15 0.05 0.06 0.10 0.09 0.32 −0.14 −0.34 0.28
liwc_achieve_coach 0.05 0.03 0.00 −0.16 −0.01 −0.12 0.32 −0.01 0.34 0.14
liwc_insight_coach 0.19 0.14 0.11 −0.19 0.23 0.07 −0.02 −0.19 −0.34 0.29
t_14_Personal_opinions_and_observations_coach 0.07 0.07 −0.17 −0.05 0.13 0.05 0.03 −0.06 −0.32 0.12
t_42_Worries_and_concerns_coach 0.24 0.07 0.05 0.10 −0.08 0.13 −0.22 0.10 −0.32 −0.11
liwc_tentat_coach 0.20 0.07 0.03 −0.24 0.28 0.03 −0.02 −0.01 −0.31 −0.19
liwc_cause_coach 0.14 0.05 0.12 −0.13 0.12 0.17 −0.10 0.02 0.30 0.24
liwc_certitude_coach 0.01 0.13 0.06 0.06 0.14 0.08 0.12 0.01 −0.26 0.10
liwc_cause_member 0.16 0.15 0.12 0.05 0.07 0.08 −0.02 −0.06 0.25 0.14
t_4_Communication_and_Understanding_coach 0.20 0.05 0.06 0.06 −0.10 0.01 −0.17 0.05 −0.24 0.24
t_41_Discussion/Conversation_with_boss_or_clients_member −0.01 −0.05 0.22 0.10 0.13 0.00 −0.10 0.05 0.23 0.04
t_37_Setting_and_Achieving_Goals_coach 0.12 0.12 −0.12 −0.09 −0.08 −0.05 0.05 −0.07 0.20 0.08
t_35_Thinking_and_Sorting_coach −0.04 0.09 0.06 0.00 0.05 −0.05 0.08 0.07 −0.17 0.02
liwc_risk_coach −0.12 0.05 −0.07 0.00 0.00 0.09 −0.16 0.04 0.17 −0.02
trans_overlap_coach −0.07 0.15 0.10 −0.03 −0.08 0.06 −0.08 0.04 −0.16 0.15
t_20_Personal_development_and_self_help_coach 0.10 0.13 −0.01 −0.10 −0.02 0.00 −0.06 −0.05 0.08 −0.82
t_20_Personal_development_and_self_help_member 0.08 0.14 0.06 −0.08 0.01 0.02 −0.05 −0.01 0.05 −0.60
liwc_Clout_coach 0.21 0.18 0.05 −0.10 −0.08 −0.01 0.05 0.02 0.06 0.57
liwc_you_coach 0.42 0.04 −0.08 −0.07 −0.14 −0.08 −0.03 −0.03 −0.08 0.47
liwc_we_coach 0.12 0.02 0.03 −0.07 0.11 0.28 0.17 0.08 0.11 −0.41
liwc_i_coach 0.31 −0.20 −0.05 0.27 0.16 −0.04 0.14 −0.11 −0.22 −0.41
liwc_mental_coach −0.03 0.14 −0.15 0.06 0.04 0.10 −0.02 0.00 0.13 −0.40
liwc_visual_coach 0.14 −0.02 0.04 −0.04 −0.19 −0.05 0.03 −0.09 0.00 −0.36
liwc_affiliation_coach 0.06 0.02 0.09 0.00 0.12 0.27 0.24 0.02 0.16 −0.32
liwc_illness_coach −0.07 0.05 −0.08 0.05 0.03 0.08 −0.07 0.06 0.03 −0.32
liwc_lack_coach 0.15 0.02 −0.01 −0.01 0.09 −0.02 −0.15 0.04 0.07 −0.30
liwc_allnone_coach 0.03 −0.13 0.04 0.15 −0.19 0.12 −0.13 0.06 −0.05 −0.29
t_22_Envisioning_coach −0.05 0.07 −0.19 −0.07 0.01 −0.17 0.12 0.00 −0.12 0.24
liwc_memory_coach 0.01 −0.01 0.02 0.05 0.05 0.11 −0.11 0.14 0.07 0.19
t_5_Book_Recommendations_coach −0.11 −0.02 0.06 0.09 0.17 −0.06 −0.01 −0.01 −0.01 0.18
liwc_sexual_coach −0.07 0.03 −0.04 0.03 0.05 0.01 0.06 0.02 0.10 −0.16
SS loadings 11.09 10.78 10.07 9.23 9.18 8.77 8.06 6.76 6.60 6.28
Proportion Var 0.03 0.03 0.03 0.03 0.03 0.03 0.02 0.02 0.02 0.02
Cumulative Var 0.03 0.07 0.10 0.13 0.15 0.18 0.21 0.23 0.25 0.27
Proportion Explained 0.13 0.12 0.12 0.11 0.11 0.10 0.09 0.08 0.08 0.07
Cumulative Proportion 0.13 0.25 0.37 0.47 0.58 0.68 0.77 0.85 0.93 1.00

Raw Data of surviving lasso predictors

::: {.panel-tabset}

1 factors

Item MR1
liwc_Dic_coach 0.64
liwc_Analytic_coach −0.62
liwc_ipron_coach 0.57
t_12_Fillers_coach −0.57
liwc_adverb_coach 0.54
liwc_insight_coach 0.51
liwc_you_coach 0.45
liwc_auxverb_coach 0.45
t_2_Technical_Discussion_coach −0.44
liwc_politic_coach −0.43
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.42
liwc_ethnicity_coach −0.42
liwc_tentat_coach 0.41
trans_end_question_coach 0.40
liwc_relig_coach −0.40
liwc_Clout_coach 0.38
liwc_want_coach 0.36
t_3_Value_coach 0.36
oob_hedging_coach 0.35
liwc_tone_neg_coach −0.34
t_33_Understanding_and_Knowing_coach 0.34
liwc_number_coach −0.33
t_18_Professional_coaching_and_therapy_coach 0.32
liwc_male_coach −0.31
liwc_conflict_coach −0.29
liwc_conj_coach 0.29
liwc_leisure_coach −0.29
t_7_Excitement_and_Anticipation_coach 0.28
liwc_curiosity_coach 0.28
oob_humor_coach 0.26
liwc_death_coach −0.26
liwc_certitude_coach 0.25
t_14_Personal_opinions_and_observations_coach 0.25
liwc_tech_coach −0.25
oob_formality_coach 0.25
liwc_money_coach −0.23
liwc_feeling_coach 0.23
tl_nonfluencies_coach −0.23
liwc_substances_coach −0.23
liwc_shehe_coach −0.22
t_42_Worries_and_concerns_coach 0.21
liwc_swear_coach −0.21
liwc_allnone_coach −0.21
t_23_Reflecting_and_Appreciation_coach 0.20
tl_family_coach −0.19
t_4_Communication_and_Understanding_coach 0.19
oob_checking_understanding_coach 0.19
oob_intrinsic_motivation_coach 0.19
trans_questions_coach 0.18
t_31_Asking_and_Answering_Questions_coach 0.18
trans_backchannel_count_coach −0.18
oob_teamwork_coach 0.18
liwc_power_coach −0.17
liwc_allure_coach 0.17
oob_sadness_coach −0.17
liwc_risk_coach −0.17
oob_anger_coach −0.16
t_35_Thinking_and_Sorting_coach 0.16
trans_pause_coach 0.16
liwc_attention_coach 0.15
t_22_Envisioning_coach 0.15
liwc_reward_coach 0.14
t_13_Back_and_forth_coach −0.14
t_24_Finance_and_Money_Management_coach −0.14
t_28_Sales_and_Marketing_coach −0.14
liwc_home_coach −0.13
t_6_Goal_Setting_and_Motivation_coach 0.13
oob_absolutist_coach 0.13
liwc_quantity_coach −0.12
oob_similarity_coach 0.12
t_45_Positive_affirmations_and_greetings_coach 0.12
t_37_Setting_and_Achieving_Goals_coach 0.12
liwc_achieve_coach 0.12
liwc_emo_sad_coach −0.11
tl_food_coach −0.11
liwc_fatigue_coach −0.10
liwc_comm_coach −0.10
liwc_tone_pos_coach 0.10
t_38_Travel_and_Vacation_coach −0.10
liwc_acquire_coach 0.10
liwc_focusfuture_coach 0.09
liwc_they_coach −0.09
t_29_Stress_Management_coach 0.09
liwc_memory_coach −0.08
oob_learning_coach 0.08
liwc_prosocial_coach 0.08
liwc_cause_coach 0.08
liwc_we_coach 0.08
t_5_Book_Recommendations_coach −0.08
liwc_mental_coach −0.08
liwc_friend_coach −0.07
t_15_Frustration_and_Emotions_coach −0.07
oob_fear_coach −0.06
liwc_wellness_coach −0.06
liwc_auditory_coach 0.06
liwc_emo_anx_coach −0.06
t_46_Coaching_and_training_programs_coach −0.06
t_34_Prioritizing_and_Getting_Things_Done_coach 0.05
liwc_affiliation_coach 0.05
oob_surprise_coach 0.05
oob_leadership_coach 0.05
liwc_WC_coach 0.04
liwc_need_coach −0.04
t_1_Team_Management_and_Leadership_coach 0.04
liwc_lack_coach −0.04
liwc_space_coach 0.04
oob_perseverance_coach −0.04
t_27_Casual_language_coach −0.04
liwc_differ_coach 0.04
t_36_Friendship_and_Relationships_coach −0.04
t_43_Education/Teaching/School_coach −0.04
oob_neutral_coach 0.03
t_9_Moving_and_Living_in_California_coach −0.03
liwc_i_coach 0.03
trans_overlap_coach 0.03
t_39_Social_Media_and_Networking_coach −0.02
oob_demonstrate_understanding_coach 0.02
t_16_Time_Management_and_Scheduling_coach −0.02
liwc_focuspast_coach −0.02
liwc_visual_coach 0.02
oob_prosocial_coach 0.01
liwc_fulfill_coach −0.01
t_17_Anxiety_and_Music_coach −0.01
oob_self_disclosure_coach −0.01
liwc_filler_coach −0.01
t_21_Personal_and_Professional_Development_coach 0.00
t_40_Job_Search_and_Career_Development_coach 0.00
liwc_time_coach 0.00
SS loadings 6.83
Proportion Var 0.05

2 factors

Item MR1 MR2
liwc_Analytic_coach −0.82 −0.14
liwc_Dic_coach 0.68 −0.10
liwc_auxverb_coach 0.67 0.23
liwc_ipron_coach 0.63 −0.04
t_12_Fillers_coach −0.55 0.17
liwc_adverb_coach 0.53 −0.15
t_2_Technical_Discussion_coach −0.46 0.07
liwc_you_coach 0.46 −0.10
liwc_insight_coach 0.43 −0.25
liwc_politic_coach −0.43 0.10
t_42_Worries_and_concerns_coach 0.39 0.24
oob_hedging_coach 0.38 −0.03
liwc_ethnicity_coach −0.38 0.17
liwc_tentat_coach 0.37 −0.17
liwc_power_coach −0.36 −0.26
tl_nonfluencies_coach −0.35 −0.14
trans_end_question_coach 0.34 −0.19
liwc_feeling_coach 0.32 0.11
liwc_want_coach 0.32 −0.17
liwc_conj_coach 0.32 −0.03
liwc_Clout_coach 0.31 −0.20
liwc_relig_coach −0.29 0.27
t_33_Understanding_and_Knowing_coach 0.29 −0.16
t_4_Communication_and_Understanding_coach 0.28 0.11
t_14_Personal_opinions_and_observations_coach 0.27 −0.03
liwc_allure_coach 0.26 0.11
trans_pause_coach 0.24 0.09
trans_questions_coach 0.23 0.04
liwc_focusfuture_coach 0.23 0.20
liwc_certitude_coach 0.23 −0.11
t_45_Positive_affirmations_and_greetings_coach 0.22 0.15
liwc_money_coach −0.22 0.07
oob_absolutist_coach 0.20 0.10
liwc_tech_coach −0.20 0.14
t_29_Stress_Management_coach 0.20 0.18
t_28_Sales_and_Marketing_coach −0.19 −0.07
oob_intrinsic_motivation_coach 0.17 −0.06
t_31_Asking_and_Answering_Questions_coach 0.17 −0.05
liwc_substances_coach −0.17 0.15
liwc_acquire_coach 0.16 0.09
liwc_cause_coach 0.15 0.11
oob_similarity_coach 0.12 −0.04
t_5_Book_Recommendations_coach −0.10 −0.03
liwc_we_coach 0.10 0.03
liwc_WC_coach 0.10 0.09
t_6_Goal_Setting_and_Motivation_coach 0.10 −0.07
t_34_Prioritizing_and_Getting_Things_Done_coach 0.10 0.07
oob_surprise_coach 0.08 0.04
liwc_auditory_coach 0.07 0.00
liwc_affiliation_coach 0.04 −0.03
oob_demonstrate_understanding_coach 0.03 0.01
trans_overlap_coach 0.03 0.00
oob_prosocial_coach 0.03 0.02
t_43_Education/Teaching/School_coach −0.03 0.02
t_39_Social_Media_and_Networking_coach −0.02 0.01
liwc_tone_neg_coach −0.03 0.64
oob_humor_coach 0.00 −0.52
oob_anger_coach 0.10 0.51
t_27_Casual_language_coach 0.19 0.41
t_7_Excitement_and_Anticipation_coach 0.09 −0.40
t_13_Back_and_forth_coach 0.07 0.39
t_18_Professional_coaching_and_therapy_coach 0.14 −0.38
liwc_male_coach −0.13 0.38
liwc_shehe_coach −0.04 0.37
oob_neutral_coach −0.18 −0.37
t_23_Reflecting_and_Appreciation_coach 0.02 −0.36
tl_family_coach −0.02 0.35
t_15_Frustration_and_Emotions_coach 0.11 0.33
liwc_achieve_coach −0.06 −0.33
liwc_emo_anx_coach 0.12 0.32
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.29 0.32
liwc_conflict_coach −0.14 0.32
oob_fear_coach 0.10 0.30
liwc_emo_sad_coach 0.05 0.29
oob_sadness_coach −0.03 0.29
liwc_leisure_coach −0.16 0.29
t_21_Personal_and_Professional_Development_coach −0.17 −0.28
t_3_Value_coach 0.24 −0.28
liwc_allnone_coach −0.08 0.27
liwc_swear_coach −0.09 0.27
liwc_curiosity_coach 0.16 −0.27
liwc_reward_coach 0.01 −0.26
liwc_home_coach 0.00 0.25
liwc_number_coach −0.23 0.25
liwc_tone_pos_coach −0.03 −0.24
oob_perseverance_coach 0.09 0.24
liwc_differ_coach 0.18 0.23
t_36_Friendship_and_Relationships_coach 0.09 0.23
liwc_need_coach 0.09 0.23
oob_teamwork_coach 0.07 −0.22
oob_formality_coach 0.15 −0.22
liwc_attention_coach 0.04 −0.22
t_24_Finance_and_Money_Management_coach −0.03 0.22
liwc_death_coach −0.16 0.22
t_17_Anxiety_and_Music_coach 0.12 0.21
liwc_memory_coach 0.03 0.21
liwc_risk_coach −0.08 0.21
trans_backchannel_count_coach −0.08 0.20
liwc_lack_coach 0.06 0.18
liwc_prosocial_coach −0.02 −0.18
t_1_Team_Management_and_Leadership_coach −0.05 −0.17
tl_food_coach −0.02 0.17
liwc_comm_coach −0.01 0.17
t_38_Travel_and_Vacation_coach −0.01 0.17
t_22_Envisioning_coach 0.07 −0.17
liwc_time_coach 0.10 0.17
t_35_Thinking_and_Sorting_coach 0.09 −0.16
oob_leadership_coach −0.04 −0.16
t_46_Coaching_and_training_programs_coach −0.16 −0.16
liwc_i_coach 0.13 0.16
liwc_friend_coach 0.01 0.15
liwc_space_coach −0.04 −0.15
oob_checking_understanding_coach 0.12 −0.15
liwc_fatigue_coach −0.03 0.15
liwc_mental_coach 0.00 0.14
liwc_focuspast_coach 0.06 0.14
t_16_Time_Management_and_Scheduling_coach 0.06 0.14
oob_self_disclosure_coach 0.07 0.14
liwc_wellness_coach −0.01 0.10
t_40_Job_Search_and_Career_Development_coach −0.05 −0.09
liwc_they_coach −0.05 0.09
liwc_quantity_coach −0.09 0.09
t_37_Setting_and_Achieving_Goals_coach 0.08 −0.09
liwc_fulfill_coach 0.03 0.07
oob_learning_coach 0.06 −0.06
liwc_visual_coach −0.01 −0.06
t_9_Moving_and_Living_in_California_coach −0.02 0.02
liwc_filler_coach 0.00 0.02
SS loadings 6.55 5.83
Proportion Var 0.05 0.05
Cumulative Var 0.05 0.10
Proportion Explained 0.53 0.47
Cumulative Proportion 0.53 1.00

3 factors

Item MR1 MR2 MR3
liwc_Analytic_coach −0.82 −0.12 −0.19
liwc_Dic_coach 0.68 −0.05 −0.12
liwc_auxverb_coach 0.65 0.23 0.12
liwc_ipron_coach 0.63 −0.01 −0.01
t_12_Fillers_coach −0.56 0.17 −0.05
liwc_adverb_coach 0.54 −0.15 0.07
t_2_Technical_Discussion_coach −0.47 0.04 0.10
liwc_you_coach 0.47 −0.01 −0.29
liwc_insight_coach 0.45 −0.24 0.02
liwc_politic_coach −0.43 0.06 0.08
liwc_tentat_coach 0.39 −0.24 0.29
liwc_ethnicity_coach −0.39 0.16 0.03
oob_hedging_coach 0.39 −0.04 0.09
t_42_Worries_and_concerns_coach 0.38 0.29 −0.10
trans_end_question_coach 0.35 −0.13 −0.20
liwc_want_coach 0.32 −0.13 −0.13
liwc_Clout_coach 0.32 −0.14 −0.25
liwc_feeling_coach 0.32 0.15 −0.11
liwc_relig_coach −0.31 0.25 0.06
t_33_Understanding_and_Knowing_coach 0.30 −0.18 0.09
t_4_Communication_and_Understanding_coach 0.28 0.17 −0.17
t_14_Personal_opinions_and_observations_coach 0.27 −0.01 −0.03
t_3_Value_coach 0.26 −0.23 −0.18
liwc_allure_coach 0.25 0.18 −0.24
liwc_certitude_coach 0.23 −0.10 −0.01
trans_pause_coach 0.23 0.08 0.06
trans_questions_coach 0.23 0.00 0.19
liwc_money_coach −0.22 0.02 0.19
liwc_focusfuture_coach 0.22 0.18 0.15
liwc_tech_coach −0.21 0.11 0.12
t_28_Sales_and_Marketing_coach −0.19 −0.11 0.11
oob_intrinsic_motivation_coach 0.18 −0.06 0.04
liwc_substances_coach −0.18 0.14 0.04
t_31_Asking_and_Answering_Questions_coach 0.17 −0.06 0.06
liwc_acquire_coach 0.16 0.08 0.05
liwc_cause_coach 0.15 0.09 0.08
oob_similarity_coach 0.12 −0.03 −0.04
t_6_Goal_Setting_and_Motivation_coach 0.10 −0.06 −0.06
t_5_Book_Recommendations_coach −0.10 −0.05 0.07
t_34_Prioritizing_and_Getting_Things_Done_coach 0.10 0.08 −0.02
t_9_Moving_and_Living_in_California_coach −0.02 0.02 0.02
t_39_Social_Media_and_Networking_coach −0.02 0.00 0.01
oob_humor_coach 0.03 −0.61 0.26
liwc_tone_neg_coach −0.06 0.60 0.25
oob_anger_coach 0.07 0.51 0.07
oob_neutral_coach −0.16 −0.49 0.33
t_27_Casual_language_coach 0.17 0.43 −0.01
t_18_Professional_coaching_and_therapy_coach 0.17 −0.41 0.09
t_7_Excitement_and_Anticipation_coach 0.12 −0.38 −0.09
t_13_Back_and_forth_coach 0.04 0.37 0.11
liwc_power_coach −0.35 −0.36 0.28
liwc_shehe_coach −0.06 0.36 0.09
liwc_male_coach −0.15 0.35 0.14
liwc_achieve_coach −0.04 −0.34 0.00
tl_family_coach −0.04 0.33 0.09
liwc_emo_anx_coach 0.10 0.33 0.03
oob_sadness_coach −0.05 0.33 −0.11
t_15_Frustration_and_Emotions_coach 0.09 0.32 0.07
t_21_Personal_and_Professional_Development_coach −0.15 −0.32 0.11
oob_fear_coach 0.08 0.31 −0.01
liwc_allnone_coach −0.10 0.29 −0.06
oob_teamwork_coach 0.09 −0.29 0.23
liwc_emo_sad_coach 0.03 0.28 0.09
liwc_conflict_coach −0.16 0.28 0.18
liwc_leisure_coach −0.18 0.27 0.06
liwc_swear_coach −0.10 0.26 0.05
liwc_reward_coach 0.03 −0.26 −0.06
t_36_Friendship_and_Relationships_coach 0.08 0.24 0.01
liwc_curiosity_coach 0.18 −0.23 −0.14
liwc_home_coach −0.01 0.23 0.11
t_17_Anxiety_and_Music_coach 0.10 0.22 0.01
liwc_memory_coach 0.02 0.22 0.00
liwc_attention_coach 0.06 −0.22 −0.05
liwc_need_coach 0.07 0.21 0.10
t_29_Stress_Management_coach 0.19 0.21 −0.09
oob_formality_coach 0.16 −0.21 −0.07
liwc_risk_coach −0.09 0.20 0.02
oob_leadership_coach −0.03 −0.20 0.11
liwc_space_coach −0.03 −0.20 0.15
t_46_Coaching_and_training_programs_coach −0.15 −0.19 0.08
t_24_Finance_and_Money_Management_coach −0.04 0.19 0.13
liwc_death_coach −0.18 0.19 0.12
t_38_Travel_and_Vacation_coach −0.02 0.19 −0.05
t_1_Team_Management_and_Leadership_coach −0.04 −0.18 −0.02
t_35_Thinking_and_Sorting_coach 0.10 −0.17 0.01
tl_food_coach −0.03 0.17 0.04
t_16_Time_Management_and_Scheduling_coach 0.05 0.16 −0.08
liwc_friend_coach 0.00 0.15 0.02
liwc_comm_coach −0.02 0.15 0.11
liwc_focuspast_coach 0.06 0.15 0.00
liwc_fatigue_coach −0.04 0.14 0.04
t_22_Envisioning_coach 0.08 −0.14 −0.13
t_40_Job_Search_and_Career_Development_coach −0.04 −0.11 0.05
liwc_wellness_coach −0.01 0.10 −0.01
oob_self_disclosure_coach 0.08 −0.05 0.82
liwc_WC_coach 0.11 −0.05 0.59
trans_backchannel_count_coach −0.09 0.07 0.58
liwc_differ_coach 0.18 0.13 0.50
liwc_conj_coach 0.34 −0.14 0.50
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.31 0.22 0.43
liwc_auditory_coach 0.06 0.11 −0.42
t_23_Reflecting_and_Appreciation_coach 0.03 −0.28 −0.40
oob_checking_understanding_coach 0.13 −0.06 −0.39
tl_nonfluencies_coach −0.35 −0.06 −0.38
t_45_Positive_affirmations_and_greetings_coach 0.22 0.26 −0.37
liwc_quantity_coach −0.09 0.00 0.36
liwc_tone_pos_coach −0.02 −0.17 −0.33
oob_surprise_coach 0.07 0.13 −0.32
oob_perseverance_coach 0.08 0.17 0.31
liwc_filler_coach 0.00 0.10 −0.30
oob_learning_coach 0.06 −0.14 0.29
oob_absolutist_coach 0.20 0.04 0.27
liwc_they_coach −0.05 0.02 0.27
liwc_number_coach −0.24 0.19 0.25
liwc_lack_coach 0.05 0.14 0.22
liwc_prosocial_coach −0.01 −0.14 −0.21
liwc_we_coach 0.10 −0.02 0.21
liwc_time_coach 0.09 0.12 0.21
liwc_affiliation_coach 0.04 −0.08 0.19
oob_demonstrate_understanding_coach 0.03 0.06 −0.18
liwc_i_coach 0.13 0.13 0.18
liwc_mental_coach −0.01 0.11 0.14
t_37_Setting_and_Achieving_Goals_coach 0.08 −0.06 −0.11
liwc_fulfill_coach 0.03 0.05 0.10
trans_overlap_coach 0.03 0.02 −0.10
liwc_visual_coach −0.01 −0.03 −0.09
oob_prosocial_coach 0.03 0.01 0.07
t_43_Education/Teaching/School_coach −0.03 0.01 0.05
SS loadings 6.63 5.77 5.37
Proportion Var 0.05 0.05 0.04
Cumulative Var 0.05 0.10 0.14
Proportion Explained 0.37 0.32 0.30
Cumulative Proportion 0.37 0.70 1.00

4 factors

Item MR1 MR2 MR3 MR4
liwc_Analytic_coach −0.83 −0.12 −0.16 0.01
liwc_auxverb_coach 0.69 0.19 0.09 −0.11
liwc_Dic_coach 0.65 0.00 −0.13 0.15
liwc_ipron_coach 0.61 0.02 −0.02 0.11
t_12_Fillers_coach −0.60 0.20 0.00 0.04
liwc_adverb_coach 0.53 −0.13 0.05 0.09
t_2_Technical_Discussion_coach −0.48 0.04 0.13 0.00
liwc_politic_coach −0.47 0.09 0.12 0.05
liwc_ethnicity_coach −0.43 0.18 0.08 0.04
liwc_you_coach 0.40 0.08 −0.27 0.21
tl_nonfluencies_coach −0.38 −0.02 −0.35 0.09
oob_hedging_coach 0.38 −0.02 0.08 0.06
trans_end_question_coach 0.37 −0.14 −0.24 −0.01
liwc_tentat_coach 0.36 −0.18 0.29 0.19
liwc_relig_coach −0.34 0.27 0.11 0.01
liwc_want_coach 0.34 −0.12 −0.15 0.02
liwc_Clout_coach 0.29 −0.08 −0.25 0.14
trans_pause_coach 0.27 0.04 0.03 −0.12
liwc_feeling_coach 0.27 0.21 −0.08 0.13
liwc_money_coach −0.26 0.05 0.23 0.09
trans_questions_coach 0.23 0.00 0.19 0.03
liwc_cause_coach 0.21 0.02 0.04 −0.19
t_28_Sales_and_Marketing_coach −0.20 −0.10 0.11 0.04
liwc_substances_coach −0.20 0.15 0.07 0.01
liwc_tech_coach −0.19 0.08 0.12 −0.08
t_31_Asking_and_Answering_Questions_coach 0.19 −0.07 0.04 −0.01
liwc_death_coach −0.16 0.16 0.13 −0.09
liwc_acquire_coach 0.16 0.08 0.05 −0.02
oob_similarity_coach 0.14 −0.05 −0.06 −0.06
t_6_Goal_Setting_and_Motivation_coach 0.12 −0.07 −0.08 −0.04
t_34_Prioritizing_and_Getting_Things_Done_coach 0.12 0.05 −0.04 −0.08
oob_neutral_coach −0.06 −0.59 0.26 −0.16
oob_humor_coach −0.03 −0.51 0.28 0.35
t_27_Casual_language_coach 0.10 0.48 0.05 0.09
liwc_tone_neg_coach 0.00 0.48 0.24 −0.35
oob_anger_coach 0.08 0.47 0.09 −0.14
liwc_achieve_coach 0.06 −0.43 −0.08 −0.19
liwc_power_coach −0.29 −0.42 0.24 −0.10
t_13_Back_and_forth_coach 0.01 0.39 0.15 0.01
t_18_Professional_coaching_and_therapy_coach 0.17 −0.39 0.06 0.11
liwc_shehe_coach −0.09 0.37 0.13 0.00
tl_family_coach −0.08 0.36 0.13 0.03
liwc_male_coach −0.18 0.35 0.18 −0.02
t_42_Worries_and_concerns_coach 0.31 0.35 −0.06 0.13
t_21_Personal_and_Professional_Development_coach −0.12 −0.34 0.08 −0.02
liwc_reward_coach 0.10 −0.32 −0.12 −0.14
oob_sadness_coach −0.05 0.32 −0.08 −0.07
oob_teamwork_coach 0.10 −0.30 0.20 0.03
t_36_Friendship_and_Relationships_coach 0.02 0.29 0.06 0.11
t_15_Frustration_and_Emotions_coach 0.11 0.28 0.07 −0.13
liwc_attention_coach 0.13 −0.28 −0.11 −0.15
liwc_swear_coach −0.13 0.28 0.09 0.02
oob_fear_coach 0.11 0.27 −0.01 −0.13
liwc_leisure_coach −0.19 0.27 0.09 −0.03
t_4_Communication_and_Understanding_coach 0.19 0.26 −0.12 0.21
liwc_allure_coach 0.19 0.25 −0.20 0.14
liwc_emo_sad_coach 0.05 0.24 0.09 −0.12
liwc_home_coach −0.03 0.24 0.13 0.00
liwc_allnone_coach −0.06 0.23 −0.07 −0.19
liwc_conflict_coach −0.14 0.22 0.18 −0.16
liwc_memory_coach 0.00 0.22 0.03 −0.01
t_38_Travel_and_Vacation_coach −0.06 0.22 −0.01 0.06
t_46_Coaching_and_training_programs_coach −0.12 −0.22 0.06 −0.04
liwc_space_coach −0.01 −0.22 0.12 −0.02
liwc_focuspast_coach −0.01 0.22 0.05 0.15
t_24_Finance_and_Money_Management_coach −0.07 0.21 0.16 0.04
t_17_Anxiety_and_Music_coach 0.10 0.21 0.01 −0.05
t_29_Stress_Management_coach 0.18 0.21 −0.09 −0.03
liwc_need_coach 0.09 0.18 0.10 −0.09
liwc_friend_coach −0.02 0.17 0.04 0.02
oob_leadership_coach −0.05 −0.17 0.12 0.10
t_1_Team_Management_and_Leadership_coach −0.05 −0.17 −0.02 0.05
tl_food_coach −0.03 0.16 0.06 −0.04
liwc_fatigue_coach −0.06 0.16 0.06 0.01
t_40_Job_Search_and_Career_Development_coach −0.06 −0.08 0.06 0.08
liwc_wellness_coach 0.00 0.08 −0.01 −0.07
oob_self_disclosure_coach 0.07 −0.05 0.84 0.07
liwc_WC_coach 0.04 0.01 0.65 0.22
trans_backchannel_count_coach −0.03 −0.01 0.55 −0.19
liwc_differ_coach 0.23 0.05 0.47 −0.17
liwc_conj_coach 0.35 −0.16 0.47 0.02
t_23_Reflecting_and_Appreciation_coach 0.07 −0.28 −0.44 −0.02
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.27 0.14 0.43 −0.20
liwc_auditory_coach 0.06 0.12 −0.42 −0.03
oob_checking_understanding_coach 0.13 −0.03 −0.40 0.03
t_45_Positive_affirmations_and_greetings_coach 0.23 0.25 −0.38 −0.09
liwc_tone_pos_coach 0.01 −0.18 −0.36 −0.05
oob_perseverance_coach 0.07 0.16 0.33 0.00
liwc_quantity_coach −0.03 −0.08 0.33 −0.18
oob_learning_coach 0.00 −0.07 0.32 0.21
liwc_they_coach −0.07 0.03 0.29 0.04
liwc_prosocial_coach 0.07 −0.21 −0.28 −0.18
liwc_filler_coach −0.06 0.17 −0.26 0.14
oob_surprise_coach −0.02 0.24 −0.26 0.25
oob_absolutist_coach 0.22 0.02 0.26 −0.05
liwc_i_coach 0.11 0.13 0.19 0.01
oob_demonstrate_understanding_coach 0.03 0.07 −0.18 −0.01
liwc_fulfill_coach 0.04 0.03 0.10 −0.05
oob_formality_coach −0.05 0.04 0.05 0.68
t_33_Understanding_and_Knowing_coach 0.12 0.04 0.20 0.62
liwc_insight_coach 0.31 −0.07 0.09 0.49
t_7_Excitement_and_Anticipation_coach −0.01 −0.23 −0.03 0.46
t_3_Value_coach 0.14 −0.07 −0.12 0.43
oob_intrinsic_motivation_coach 0.05 0.09 0.12 0.40
liwc_we_coach 0.25 −0.19 0.12 −0.39
liwc_affiliation_coach 0.18 −0.24 0.10 −0.37
liwc_comm_coach 0.09 0.01 0.04 −0.36
liwc_focusfuture_coach 0.33 0.04 0.08 −0.36
t_14_Personal_opinions_and_observations_coach 0.17 0.11 0.03 0.32
liwc_certitude_coach 0.14 0.01 0.04 0.29
liwc_mental_coach 0.07 0.01 0.09 −0.27
liwc_number_coach −0.17 0.09 0.23 −0.26
liwc_emo_anx_coach 0.17 0.24 0.00 −0.26
liwc_time_coach 0.17 0.03 0.16 −0.25
t_22_Envisioning_coach 0.01 −0.04 −0.09 0.24
liwc_curiosity_coach 0.12 −0.15 −0.13 0.23
t_37_Setting_and_Achieving_Goals_coach 0.17 −0.15 −0.17 −0.22
t_35_Thinking_and_Sorting_coach 0.04 −0.09 0.03 0.21
liwc_lack_coach 0.11 0.06 0.19 −0.20
trans_overlap_coach −0.04 0.10 −0.05 0.18
liwc_risk_coach −0.05 0.14 0.00 −0.18
t_5_Book_Recommendations_coach −0.16 0.01 0.12 0.18
t_9_Moving_and_Living_in_California_coach −0.09 0.09 0.06 0.17
liwc_visual_coach 0.05 −0.10 −0.13 −0.16
oob_prosocial_coach −0.03 0.06 0.11 0.15
t_16_Time_Management_and_Scheduling_coach 0.09 0.12 −0.10 −0.14
t_39_Social_Media_and_Networking_coach −0.06 0.05 0.04 0.11
t_43_Education/Teaching/School_coach −0.06 0.05 0.08 0.10
SS loadings 6.45 5.51 5.35 4.45
Proportion Var 0.05 0.04 0.04 0.03
Cumulative Var 0.05 0.09 0.14 0.17
Proportion Explained 0.30 0.25 0.25 0.20
Cumulative Proportion 0.30 0.55 0.80 1.00

5 factors

Item MR1 MR2 MR3 MR4 MR5
liwc_Analytic_coach −0.82 −0.12 −0.17 0.01 −0.07
liwc_auxverb_coach 0.69 0.20 0.09 −0.10 0.00
liwc_Dic_coach 0.63 0.02 −0.11 0.15 0.11
t_12_Fillers_coach −0.59 0.20 −0.02 0.05 −0.12
liwc_ipron_coach 0.59 0.02 0.02 0.06 0.21
liwc_adverb_coach 0.54 −0.11 0.03 0.14 −0.06
t_2_Technical_Discussion_coach −0.50 0.01 0.17 −0.08 0.16
liwc_politic_coach −0.47 0.07 0.14 0.00 0.08
liwc_ethnicity_coach −0.42 0.17 0.08 0.01 −0.01
oob_hedging_coach 0.40 0.00 0.04 0.13 −0.17
liwc_tentat_coach 0.38 −0.16 0.25 0.29 −0.20
liwc_focusfuture_coach 0.35 0.03 0.07 −0.33 −0.11
trans_end_question_coach 0.35 −0.15 −0.19 −0.07 0.26
liwc_relig_coach −0.33 0.26 0.11 0.00 −0.05
liwc_want_coach 0.33 −0.11 −0.16 0.05 0.00
liwc_money_coach −0.28 0.03 0.28 0.00 0.22
trans_pause_coach 0.27 0.04 0.03 −0.11 −0.01
liwc_feeling_coach 0.26 0.22 −0.08 0.13 0.02
oob_absolutist_coach 0.24 0.02 0.23 0.00 −0.16
liwc_tech_coach −0.19 0.07 0.13 −0.11 0.04
liwc_substances_coach −0.19 0.15 0.06 0.02 −0.07
t_31_Asking_and_Answering_Questions_coach 0.17 −0.08 0.06 −0.04 0.13
liwc_acquire_coach 0.15 0.07 0.08 −0.07 0.14
oob_similarity_coach 0.14 −0.05 −0.06 −0.04 −0.01
oob_neutral_coach −0.05 −0.60 0.26 −0.16 0.04
oob_humor_coach −0.03 −0.50 0.26 0.39 −0.02
t_27_Casual_language_coach 0.10 0.48 0.06 0.07 −0.01
liwc_tone_neg_coach 0.03 0.46 0.21 −0.33 −0.21
liwc_achieve_coach 0.05 −0.46 −0.05 −0.25 0.18
oob_anger_coach 0.08 0.46 0.11 −0.19 0.06
liwc_power_coach −0.26 −0.43 0.21 −0.05 −0.15
t_13_Back_and_forth_coach −0.01 0.38 0.19 −0.07 0.17
t_42_Worries_and_concerns_coach 0.32 0.37 −0.08 0.17 −0.10
t_18_Professional_coaching_and_therapy_coach 0.18 −0.37 0.02 0.20 −0.16
t_21_Personal_and_Professional_Development_coach −0.13 −0.36 0.11 −0.07 0.17
liwc_shehe_coach −0.10 0.35 0.17 −0.07 0.13
tl_family_coach −0.08 0.35 0.15 −0.01 0.03
liwc_reward_coach 0.09 −0.34 −0.10 −0.17 0.12
liwc_male_coach −0.19 0.33 0.20 −0.08 0.09
oob_sadness_coach −0.03 0.33 −0.12 −0.02 −0.20
t_36_Friendship_and_Relationships_coach 0.01 0.29 0.07 0.08 0.07
oob_teamwork_coach 0.11 −0.29 0.18 0.08 −0.08
oob_fear_coach 0.13 0.28 −0.05 −0.08 −0.22
liwc_attention_coach 0.13 −0.28 −0.13 −0.11 −0.05
liwc_allure_coach 0.19 0.28 −0.22 0.19 −0.08
t_15_Frustration_and_Emotions_coach 0.11 0.27 0.08 −0.16 0.03
liwc_swear_coach −0.13 0.27 0.10 −0.01 0.01
liwc_leisure_coach −0.20 0.26 0.11 −0.08 0.07
oob_surprise_coach −0.05 0.25 −0.23 0.20 0.16
liwc_emo_anx_coach 0.19 0.25 −0.03 −0.21 −0.21
liwc_emo_sad_coach 0.06 0.24 0.07 −0.10 −0.11
liwc_home_coach −0.03 0.23 0.13 −0.01 −0.03
liwc_space_coach −0.01 −0.22 0.12 −0.02 0.01
t_38_Travel_and_Vacation_coach −0.07 0.22 0.00 0.03 0.06
t_29_Stress_Management_coach 0.18 0.21 −0.09 −0.04 0.01
liwc_memory_coach −0.01 0.21 0.06 −0.08 0.18
liwc_conflict_coach −0.13 0.21 0.18 −0.18 −0.02
t_17_Anxiety_and_Music_coach 0.10 0.21 0.01 −0.06 0.00
t_46_Coaching_and_training_programs_coach −0.10 −0.21 0.02 0.03 −0.18
liwc_focuspast_coach −0.03 0.21 0.09 0.09 0.17
liwc_friend_coach −0.03 0.16 0.05 −0.01 0.07
liwc_death_coach −0.15 0.16 0.10 −0.06 −0.15
tl_food_coach −0.03 0.16 0.05 −0.04 −0.04
liwc_fatigue_coach −0.05 0.15 0.05 0.01 −0.02
oob_self_disclosure_coach 0.10 −0.05 0.80 0.13 −0.23
liwc_WC_coach 0.04 0.00 0.68 0.16 0.13
trans_backchannel_count_coach −0.02 −0.04 0.55 −0.21 −0.02
liwc_conj_coach 0.36 −0.16 0.46 0.03 −0.01
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.27 0.10 0.46 −0.28 0.11
liwc_differ_coach 0.25 0.04 0.45 −0.14 −0.13
liwc_auditory_coach 0.05 0.13 −0.42 −0.01 −0.01
t_23_Reflecting_and_Appreciation_coach 0.05 −0.28 −0.42 −0.04 0.13
oob_checking_understanding_coach 0.11 −0.03 −0.39 0.01 0.09
tl_nonfluencies_coach −0.38 0.01 −0.38 0.16 −0.17
t_45_Positive_affirmations_and_greetings_coach 0.22 0.26 −0.36 −0.10 0.06
liwc_tone_pos_coach 0.01 −0.18 −0.36 −0.04 0.03
liwc_they_coach −0.08 0.01 0.33 −0.04 0.19
oob_learning_coach 0.01 −0.07 0.33 0.20 0.04
liwc_quantity_coach −0.02 −0.10 0.33 −0.19 −0.03
oob_perseverance_coach 0.09 0.16 0.32 0.00 −0.07
liwc_prosocial_coach 0.07 −0.20 −0.28 −0.16 −0.03
liwc_filler_coach −0.07 0.18 −0.26 0.14 0.02
t_24_Finance_and_Money_Management_coach −0.09 0.20 0.21 −0.04 0.20
oob_demonstrate_understanding_coach 0.02 0.07 −0.17 −0.02 0.03
oob_prosocial_coach −0.04 0.05 0.13 0.10 0.13
liwc_fulfill_coach 0.05 0.02 0.10 −0.06 0.01
oob_formality_coach −0.05 0.08 0.04 0.74 −0.04
t_33_Understanding_and_Knowing_coach 0.11 0.06 0.22 0.61 0.11
t_7_Excitement_and_Anticipation_coach 0.00 −0.19 −0.07 0.56 −0.14
liwc_insight_coach 0.29 −0.06 0.13 0.45 0.24
t_3_Value_coach 0.12 −0.06 −0.09 0.40 0.18
oob_intrinsic_motivation_coach 0.04 0.09 0.14 0.36 0.15
liwc_number_coach −0.18 0.05 0.27 −0.36 0.17
t_14_Personal_opinions_and_observations_coach 0.16 0.13 0.02 0.33 0.01
liwc_comm_coach 0.11 0.01 0.01 −0.32 −0.18
liwc_cause_coach 0.19 −0.01 0.10 −0.31 0.30
liwc_certitude_coach 0.14 0.02 0.04 0.30 0.03
liwc_time_coach 0.17 0.00 0.18 −0.29 0.08
t_37_Setting_and_Achieving_Goals_coach 0.16 −0.16 −0.16 −0.24 0.07
t_35_Thinking_and_Sorting_coach 0.04 −0.08 0.02 0.23 −0.03
t_16_Time_Management_and_Scheduling_coach 0.07 0.10 −0.06 −0.21 0.17
liwc_curiosity_coach 0.10 −0.14 −0.10 0.21 0.15
liwc_risk_coach −0.04 0.13 0.00 −0.19 −0.03
trans_overlap_coach −0.05 0.10 −0.03 0.15 0.11
t_9_Moving_and_Living_in_California_coach −0.09 0.08 0.08 0.13 0.09
liwc_wellness_coach 0.01 0.08 −0.01 −0.08 −0.02
liwc_Clout_coach 0.23 −0.11 −0.14 −0.04 0.65
liwc_you_coach 0.35 0.07 −0.17 0.06 0.57
liwc_we_coach 0.30 −0.18 0.04 −0.26 −0.43
liwc_i_coach 0.16 0.16 0.12 0.15 −0.41
liwc_mental_coach 0.12 0.02 0.02 −0.16 −0.37
liwc_affiliation_coach 0.22 −0.24 0.03 −0.27 −0.33
t_1_Team_Management_and_Leadership_coach −0.08 −0.19 0.04 −0.04 0.30
liwc_visual_coach 0.07 −0.08 −0.19 −0.06 −0.28
liwc_allnone_coach −0.03 0.25 −0.12 −0.11 −0.28
trans_questions_coach 0.21 −0.02 0.25 −0.06 0.28
t_28_Sales_and_Marketing_coach −0.23 −0.12 0.17 −0.05 0.27
t_4_Communication_and_Understanding_coach 0.16 0.26 −0.07 0.13 0.26
oob_leadership_coach −0.07 −0.19 0.16 0.03 0.23
liwc_need_coach 0.07 0.16 0.15 −0.19 0.22
liwc_lack_coach 0.14 0.06 0.15 −0.14 −0.21
t_34_Prioritizing_and_Getting_Things_Done_coach 0.10 0.04 0.01 −0.16 0.21
t_22_Envisioning_coach −0.02 −0.04 −0.05 0.19 0.20
t_5_Book_Recommendations_coach −0.18 0.00 0.15 0.11 0.19
t_40_Job_Search_and_Career_Development_coach −0.08 −0.09 0.09 0.02 0.18
t_6_Goal_Setting_and_Motivation_coach 0.11 −0.08 −0.05 −0.09 0.17
t_39_Social_Media_and_Networking_coach −0.07 0.04 0.07 0.07 0.14
t_43_Education/Teaching/School_coach −0.08 0.04 0.11 0.06 0.13
SS loadings 6.39 5.46 5.31 4.49 3.76
Proportion Var 0.05 0.04 0.04 0.04 0.03
Cumulative Var 0.05 0.09 0.13 0.17 0.20
Proportion Explained 0.25 0.21 0.21 0.18 0.15
Cumulative Proportion 0.25 0.47 0.68 0.85 1.00

6 factors

Item MR1 MR3 MR2 MR4 MR6 MR5
liwc_Analytic_coach −0.88 −0.12 −0.01 0.00 −0.06 0.00
liwc_auxverb_coach 0.75 0.03 0.07 −0.08 0.10 −0.07
liwc_Dic_coach 0.62 −0.10 0.01 0.17 −0.08 0.12
t_12_Fillers_coach −0.58 −0.04 0.16 0.05 0.13 −0.15
liwc_ipron_coach 0.51 0.07 0.15 0.10 −0.11 0.30
t_2_Technical_Discussion_coach −0.46 0.14 −0.02 −0.08 0.20 0.12
liwc_adverb_coach 0.44 0.11 0.06 0.15 −0.28 0.07
liwc_politic_coach −0.43 0.10 −0.01 −0.01 0.22 0.00
liwc_focusfuture_coach 0.41 0.02 −0.05 −0.33 0.03 −0.16
liwc_ethnicity_coach −0.39 0.04 0.10 0.01 0.18 −0.07
liwc_want_coach 0.36 −0.16 −0.16 0.04 −0.09 −0.03
t_42_Worries_and_concerns_coach 0.34 −0.12 0.26 0.20 0.10 −0.17
liwc_tentat_coach 0.33 0.31 −0.08 0.27 −0.22 −0.14
liwc_relig_coach −0.33 0.07 0.23 0.01 0.16 −0.09
trans_end_question_coach 0.32 −0.16 −0.08 −0.06 −0.09 0.31
trans_pause_coach 0.30 0.00 −0.01 −0.11 0.03 −0.04
oob_hedging_coach 0.30 0.12 0.16 0.14 −0.26 −0.04
t_31_Asking_and_Answering_Questions_coach 0.21 0.04 −0.14 −0.05 0.06 0.08
liwc_substances_coach −0.20 0.05 0.15 0.03 0.06 −0.07
liwc_acquire_coach 0.18 0.05 0.02 −0.06 0.11 0.10
t_5_Book_Recommendations_coach −0.16 0.14 −0.04 0.11 0.15 0.14
oob_similarity_coach 0.12 −0.05 −0.01 −0.04 −0.08 0.02
oob_self_disclosure_coach 0.07 0.83 0.04 0.11 −0.04 −0.19
liwc_WC_coach 0.05 0.67 0.00 0.16 0.16 0.10
trans_backchannel_count_coach −0.01 0.54 0.00 −0.22 0.08 −0.01
liwc_conj_coach 0.31 0.51 −0.04 0.03 −0.11 0.06
liwc_auditory_coach 0.10 −0.47 0.02 0.00 0.04 −0.08
t_45_Positive_affirmations_and_greetings_coach 0.32 −0.46 0.04 −0.09 0.18 −0.07
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.24 0.42 0.10 −0.28 0.23 0.08
liwc_differ_coach 0.29 0.42 0.01 −0.14 0.06 −0.17
tl_nonfluencies_coach −0.37 −0.38 −0.04 0.14 −0.05 −0.19
oob_humor_coach −0.10 0.37 −0.33 0.36 −0.27 0.08
oob_learning_coach −0.01 0.34 −0.05 0.19 0.02 0.03
liwc_quantity_coach −0.03 0.34 −0.02 −0.20 −0.02 0.01
oob_checking_understanding_coach 0.04 −0.33 0.09 0.03 −0.17 0.19
oob_perseverance_coach 0.05 0.33 0.23 0.02 0.02 −0.03
liwc_allure_coach 0.26 −0.29 0.09 0.20 0.13 −0.21
oob_surprise_coach −0.04 −0.26 0.17 0.23 0.14 0.11
oob_absolutist_coach 0.20 0.26 0.10 0.01 −0.11 −0.10
liwc_filler_coach −0.10 −0.25 0.18 0.16 0.00 0.03
oob_teamwork_coach 0.08 0.24 −0.18 0.05 −0.19 −0.01
oob_demonstrate_understanding_coach 0.07 −0.21 −0.04 −0.02 0.08 −0.04
liwc_space_coach −0.08 0.20 −0.06 −0.02 −0.17 0.12
oob_prosocial_coach −0.04 0.13 0.05 0.11 0.09 0.11
liwc_fulfill_coach 0.01 0.12 0.09 −0.05 −0.03 0.06
liwc_tone_neg_coach −0.08 0.25 0.67 −0.30 −0.03 −0.07
oob_neutral_coach 0.01 0.27 −0.62 −0.22 −0.09 0.01
liwc_feeling_coach 0.10 0.02 0.48 0.18 −0.20 0.21
t_29_Stress_Management_coach 0.03 0.00 0.47 0.01 −0.18 0.20
liwc_emo_anx_coach 0.10 0.01 0.41 −0.18 −0.15 −0.08
oob_sadness_coach −0.08 −0.12 0.37 0.00 −0.02 −0.16
oob_fear_coach 0.07 −0.03 0.37 −0.05 −0.08 −0.14
liwc_emo_sad_coach −0.01 0.10 0.35 −0.08 −0.04 −0.02
t_27_Casual_language_coach 0.14 −0.02 0.34 0.11 0.25 −0.10
oob_anger_coach 0.13 0.02 0.32 −0.16 0.30 −0.04
t_15_Frustration_and_Emotions_coach 0.08 0.07 0.31 −0.13 0.07 0.06
t_28_Sales_and_Marketing_coach −0.11 0.09 −0.30 −0.08 0.28 0.13
liwc_power_coach −0.29 0.27 −0.30 −0.09 −0.20 −0.07
tl_family_coach −0.07 0.10 0.30 0.01 0.20 −0.01
t_46_Coaching_and_training_programs_coach −0.04 0.00 −0.29 −0.01 −0.05 −0.24
liwc_leisure_coach −0.21 0.09 0.26 −0.06 0.15 0.07
t_17_Anxiety_and_Music_coach 0.06 0.02 0.26 −0.03 0.01 0.04
t_36_Friendship_and_Relationships_coach 0.01 0.04 0.25 0.10 0.15 0.04
liwc_conflict_coach −0.15 0.17 0.25 −0.17 0.09 0.00
liwc_wellness_coach −0.09 0.04 0.24 −0.06 −0.12 0.10
t_40_Job_Search_and_Career_Development_coach 0.00 0.04 −0.23 0.01 0.18 0.07
liwc_swear_coach −0.13 0.06 0.23 0.01 0.16 −0.03
liwc_risk_coach −0.08 0.02 0.22 −0.17 −0.02 0.03
liwc_home_coach −0.03 0.11 0.21 0.00 0.11 −0.04
liwc_fatigue_coach −0.07 0.05 0.17 0.02 0.05 −0.02
tl_food_coach −0.04 0.04 0.16 −0.02 0.04 −0.04
liwc_friend_coach −0.02 0.03 0.14 0.01 0.11 0.05
oob_formality_coach −0.04 0.03 −0.03 0.74 0.06 −0.13
t_33_Understanding_and_Knowing_coach 0.15 0.19 −0.08 0.61 0.16 −0.01
t_7_Excitement_and_Anticipation_coach −0.03 −0.01 −0.18 0.53 −0.18 −0.13
liwc_insight_coach 0.24 0.17 −0.01 0.46 −0.03 0.27
t_3_Value_coach 0.01 −0.01 0.09 0.42 −0.15 0.28
oob_intrinsic_motivation_coach −0.03 0.18 0.16 0.38 0.02 0.19
liwc_number_coach −0.09 0.19 −0.07 −0.36 0.28 0.07
t_14_Personal_opinions_and_observations_coach 0.11 0.05 0.16 0.35 −0.03 0.04
liwc_comm_coach 0.22 −0.07 −0.15 −0.35 0.08 −0.28
liwc_certitude_coach 0.07 0.09 0.11 0.31 −0.09 0.09
liwc_time_coach 0.14 0.19 0.09 −0.28 −0.01 0.15
t_37_Setting_and_Achieving_Goals_coach 0.14 −0.13 −0.07 −0.23 −0.13 0.14
t_35_Thinking_and_Sorting_coach −0.01 0.07 −0.01 0.23 −0.11 0.03
liwc_curiosity_coach 0.08 −0.07 −0.12 0.21 −0.07 0.16
t_16_Time_Management_and_Scheduling_coach 0.11 −0.11 0.03 −0.19 0.14 0.13
trans_overlap_coach −0.05 −0.05 0.06 0.16 0.09 0.08
t_13_Back_and_forth_coach 0.14 0.04 0.07 −0.05 0.48 −0.05
liwc_we_coach 0.19 0.14 0.08 −0.27 −0.44 −0.22
liwc_affiliation_coach 0.10 0.14 0.05 −0.28 −0.43 −0.12
t_23_Reflecting_and_Appreciation_coach −0.10 −0.30 0.01 −0.03 −0.38 0.36
t_24_Finance_and_Money_Management_coach 0.02 0.11 −0.02 −0.04 0.37 0.04
liwc_money_coach −0.16 0.18 −0.18 −0.01 0.36 0.05
liwc_male_coach −0.10 0.11 0.16 −0.07 0.36 −0.04
liwc_shehe_coach −0.02 0.07 0.18 −0.06 0.35 0.00
t_18_Professional_coaching_and_therapy_coach 0.11 0.12 −0.21 0.17 −0.34 −0.04
liwc_tone_pos_coach −0.12 −0.25 0.06 −0.03 −0.32 0.22
liwc_they_coach 0.04 0.24 −0.19 −0.05 0.32 0.03
liwc_tech_coach −0.05 0.02 −0.18 −0.13 0.31 −0.15
t_4_Communication_and_Understanding_coach 0.24 −0.15 0.07 0.15 0.28 0.12
liwc_need_coach 0.15 0.07 0.03 −0.17 0.27 0.12
t_39_Social_Media_and_Networking_coach 0.04 −0.02 −0.17 0.06 0.26 −0.02
liwc_focuspast_coach 0.02 0.03 0.08 0.10 0.24 0.07
liwc_prosocial_coach 0.01 −0.22 −0.08 −0.16 −0.23 0.08
liwc_attention_coach 0.10 −0.08 −0.18 −0.13 −0.22 0.02
liwc_memory_coach 0.00 0.03 0.16 −0.06 0.19 0.14
t_43_Education/Teaching/School_coach −0.02 0.06 −0.06 0.06 0.17 0.05
t_38_Travel_and_Vacation_coach −0.05 −0.03 0.15 0.04 0.15 0.01
t_9_Moving_and_Living_in_California_coach −0.07 0.05 0.01 0.14 0.14 0.03
liwc_Clout_coach 0.21 −0.12 −0.06 −0.01 0.09 0.68
liwc_i_coach 0.26 0.04 −0.04 0.13 0.06 −0.56
liwc_you_coach 0.41 −0.23 −0.07 0.09 0.24 0.47
liwc_cause_coach 0.14 0.13 0.11 −0.29 0.02 0.38
liwc_allnone_coach 0.03 −0.19 0.10 −0.12 0.09 −0.37
liwc_achieve_coach −0.03 0.05 −0.23 −0.26 −0.26 0.34
liwc_visual_coach 0.13 −0.22 −0.17 −0.09 −0.10 −0.33
t_6_Goal_Setting_and_Motivation_coach 0.01 0.03 0.11 −0.07 −0.14 0.31
t_21_Personal_and_Professional_Development_coach −0.20 0.19 −0.18 −0.08 −0.16 0.29
t_1_Team_Management_and_Leadership_coach −0.05 0.03 −0.21 −0.05 0.09 0.27
liwc_mental_coach 0.06 0.06 0.15 −0.16 −0.23 −0.26
liwc_lack_coach 0.18 0.11 −0.01 −0.15 0.02 −0.26
trans_questions_coach 0.22 0.23 −0.02 −0.05 0.12 0.26
liwc_reward_coach 0.03 −0.03 −0.17 −0.18 −0.22 0.24
oob_leadership_coach −0.06 0.17 −0.18 0.02 0.06 0.22
t_22_Envisioning_coach −0.04 −0.04 −0.03 0.20 0.02 0.21
t_34_Prioritizing_and_Getting_Things_Done_coach 0.12 −0.02 0.00 −0.14 0.11 0.19
liwc_death_coach −0.14 0.08 0.14 −0.06 0.05 −0.16
SS loadings 6.06 5.24 4.62 4.53 4.26 3.89
Proportion Var 0.05 0.04 0.04 0.04 0.03 0.03
Cumulative Var 0.05 0.09 0.12 0.16 0.19 0.22
Proportion Explained 0.21 0.18 0.16 0.16 0.15 0.14
Cumulative Proportion 0.21 0.40 0.56 0.72 0.86 1.00

7 factors

Item MR1 MR3 MR2 MR4 MR6 MR5 MR7
liwc_Analytic_coach −0.86 −0.12 −0.02 0.03 −0.06 −0.05 0.09
liwc_auxverb_coach 0.76 0.03 0.06 0.07 0.11 −0.05 −0.06
liwc_Dic_coach 0.60 −0.10 −0.01 −0.17 −0.07 0.14 0.02
t_12_Fillers_coach −0.58 −0.05 0.17 −0.06 0.12 −0.16 −0.01
liwc_ipron_coach 0.50 0.06 0.13 −0.08 −0.10 0.30 0.12
t_2_Technical_Discussion_coach −0.50 0.14 0.04 0.03 0.14 0.16 −0.13
liwc_adverb_coach 0.48 0.11 0.00 −0.07 −0.22 0.00 0.24
liwc_politic_coach −0.43 0.10 0.01 0.01 0.20 0.00 −0.03
liwc_focusfuture_coach 0.42 0.01 −0.03 0.31 0.03 −0.14 −0.13
liwc_ethnicity_coach −0.39 0.03 0.11 −0.02 0.17 −0.07 −0.02
tl_nonfluencies_coach −0.38 −0.38 −0.03 −0.20 −0.08 −0.16 −0.09
t_42_Worries_and_concerns_coach 0.35 −0.13 0.23 −0.20 0.12 −0.16 0.04
liwc_want_coach 0.34 −0.15 −0.15 −0.08 −0.10 0.02 −0.10
liwc_power_coach −0.33 0.29 −0.21 0.00 −0.27 0.00 −0.23
liwc_relig_coach −0.32 0.06 0.24 −0.02 0.15 −0.09 0.00
trans_pause_coach 0.32 0.00 −0.04 0.15 0.06 −0.06 0.04
trans_end_question_coach 0.31 −0.16 −0.09 0.08 −0.09 0.30 0.05
oob_hedging_coach 0.29 0.12 0.18 −0.19 −0.27 −0.01 −0.01
liwc_acquire_coach 0.19 0.04 −0.02 0.12 0.14 0.06 0.10
liwc_substances_coach −0.18 0.04 0.13 0.00 0.08 −0.10 0.08
t_5_Book_Recommendations_coach −0.16 0.14 −0.04 −0.08 0.15 0.13 0.06
oob_similarity_coach 0.13 −0.05 −0.01 0.04 −0.08 0.02 0.01
oob_self_disclosure_coach 0.08 0.83 0.06 −0.09 −0.02 −0.20 0.03
liwc_WC_coach 0.03 0.67 0.03 −0.16 0.15 0.12 0.01
trans_backchannel_count_coach −0.02 0.54 0.07 0.17 0.04 0.02 −0.14
liwc_conj_coach 0.32 0.51 −0.05 0.01 −0.09 0.04 0.08
liwc_auditory_coach 0.09 −0.47 0.01 −0.03 0.03 −0.05 −0.07
t_45_Positive_affirmations_and_greetings_coach 0.29 −0.47 0.06 0.02 0.15 −0.01 −0.19
liwc_differ_coach 0.26 0.42 0.08 0.06 0.01 −0.10 −0.22
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.27 0.41 0.18 0.21 0.17 0.12 −0.17
oob_humor_coach −0.10 0.40 −0.35 −0.31 −0.25 0.06 0.12
oob_learning_coach −0.03 0.35 −0.02 −0.22 0.00 0.07 −0.03
oob_checking_understanding_coach 0.06 −0.34 0.03 0.03 −0.13 0.13 0.20
liwc_tentat_coach 0.32 0.32 −0.06 −0.31 −0.22 −0.10 −0.04
oob_perseverance_coach 0.06 0.32 0.23 −0.01 0.03 −0.05 0.06
liwc_allure_coach 0.28 −0.29 0.03 −0.17 0.16 −0.21 0.04
oob_surprise_coach −0.02 −0.26 0.10 −0.15 0.19 0.05 0.20
liwc_filler_coach −0.08 −0.26 0.13 −0.12 0.03 −0.01 0.16
oob_absolutist_coach 0.25 0.25 0.05 0.08 −0.04 −0.18 0.19
oob_teamwork_coach 0.04 0.25 −0.12 −0.13 −0.24 0.05 −0.15
oob_demonstrate_understanding_coach 0.06 −0.21 −0.03 −0.02 0.06 −0.01 −0.09
oob_prosocial_coach −0.05 0.13 0.05 −0.10 0.09 0.11 0.05
liwc_tone_neg_coach −0.09 0.21 0.75 0.19 −0.07 −0.05 −0.08
oob_neutral_coach −0.01 0.30 −0.57 0.21 −0.12 0.05 −0.18
liwc_feeling_coach 0.11 0.00 0.46 −0.18 −0.19 0.18 0.19
t_15_Frustration_and_Emotions_coach 0.01 0.06 0.46 −0.06 −0.04 0.20 −0.31
oob_anger_coach 0.09 0.00 0.42 0.02 0.22 0.06 −0.28
t_29_Stress_Management_coach 0.07 −0.03 0.41 0.05 −0.13 0.11 0.29
liwc_emo_anx_coach 0.12 −0.02 0.40 0.16 −0.13 −0.11 0.05
oob_fear_coach 0.07 −0.05 0.38 0.00 −0.09 −0.14 −0.02
liwc_emo_sad_coach −0.01 0.08 0.37 0.04 −0.05 −0.03 0.02
oob_sadness_coach −0.06 −0.14 0.36 −0.02 −0.01 −0.17 0.04
liwc_conflict_coach −0.19 0.16 0.34 0.05 0.02 0.07 −0.20
t_28_Sales_and_Marketing_coach −0.12 0.11 −0.29 0.10 0.27 0.14 −0.06
t_46_Coaching_and_training_programs_coach −0.04 0.02 −0.28 0.00 −0.05 −0.22 −0.12
tl_family_coach −0.04 0.09 0.26 0.04 0.24 −0.06 0.15
t_40_Job_Search_and_Career_Development_coach 0.00 0.05 −0.25 0.03 0.19 0.06 0.00
t_17_Anxiety_and_Music_coach 0.08 0.01 0.25 0.05 0.03 0.01 0.09
liwc_risk_coach −0.08 0.00 0.24 0.14 −0.03 0.03 −0.01
liwc_swear_coach −0.12 0.05 0.23 −0.01 0.16 −0.03 0.02
t_36_Friendship_and_Relationships_coach 0.03 0.03 0.22 −0.07 0.18 0.00 0.12
liwc_leisure_coach −0.18 0.07 0.22 0.14 0.20 −0.01 0.20
liwc_attention_coach 0.12 −0.07 −0.21 0.17 −0.19 −0.01 0.05
liwc_curiosity_coach 0.09 −0.06 −0.17 −0.14 −0.03 0.12 0.17
liwc_death_coach −0.14 0.07 0.16 0.03 0.04 −0.16 −0.05
liwc_fatigue_coach −0.06 0.04 0.15 −0.01 0.06 −0.04 0.06
liwc_friend_coach −0.01 0.02 0.13 0.01 0.12 0.03 0.06
oob_formality_coach −0.04 0.05 −0.09 −0.69 0.10 −0.13 0.15
t_33_Understanding_and_Knowing_coach 0.13 0.21 −0.10 −0.61 0.16 0.03 0.03
liwc_insight_coach 0.18 0.19 0.04 −0.55 −0.08 0.36 −0.05
t_7_Excitement_and_Anticipation_coach −0.03 0.01 −0.21 −0.51 −0.15 −0.13 0.09
liwc_number_coach −0.06 0.19 −0.09 0.45 0.32 0.01 0.05
liwc_time_coach 0.21 0.18 0.02 0.44 0.08 0.03 0.28
liwc_quantity_coach 0.04 0.35 −0.11 0.38 0.08 −0.12 0.29
t_3_Value_coach 0.03 −0.01 0.02 −0.33 −0.09 0.21 0.31
t_16_Time_Management_and_Scheduling_coach 0.15 −0.12 −0.04 0.31 0.21 0.05 0.18
liwc_achieve_coach −0.03 0.05 −0.23 0.30 −0.26 0.30 0.08
t_14_Personal_opinions_and_observations_coach 0.13 0.05 0.10 −0.28 0.02 −0.01 0.21
t_34_Prioritizing_and_Getting_Things_Done_coach 0.16 −0.03 −0.07 0.26 0.18 0.11 0.19
t_37_Setting_and_Achieving_Goals_coach 0.14 −0.13 −0.07 0.24 −0.13 0.13 0.00
liwc_reward_coach 0.03 −0.03 −0.18 0.22 −0.21 0.21 0.08
trans_overlap_coach −0.06 −0.05 0.06 −0.17 0.08 0.09 0.02
t_13_Back_and_forth_coach 0.15 0.04 0.05 0.08 0.49 −0.05 −0.02
liwc_affiliation_coach 0.11 0.14 0.09 0.23 −0.44 −0.12 −0.07
liwc_we_coach 0.21 0.13 0.10 0.24 −0.43 −0.24 −0.04
t_24_Finance_and_Money_Management_coach 0.05 0.10 −0.07 0.13 0.42 −0.01 0.11
liwc_money_coach −0.14 0.19 −0.22 0.11 0.40 0.00 0.10
t_23_Reflecting_and_Appreciation_coach −0.10 −0.30 −0.02 0.07 −0.35 0.31 0.19
liwc_tech_coach −0.04 0.03 −0.19 0.15 0.32 −0.15 −0.09
t_27_Casual_language_coach 0.18 −0.03 0.29 −0.05 0.30 −0.15 0.15
t_39_Social_Media_and_Networking_coach 0.06 −0.01 −0.22 0.02 0.30 −0.05 0.07
liwc_male_coach −0.14 0.10 0.23 −0.02 0.30 0.03 −0.21
t_18_Professional_coaching_and_therapy_coach 0.14 0.13 −0.26 −0.10 −0.29 −0.09 0.15
liwc_shehe_coach −0.07 0.06 0.26 −0.06 0.28 0.10 −0.25
liwc_prosocial_coach −0.01 −0.22 −0.03 0.09 −0.28 0.12 −0.13
t_4_Communication_and_Understanding_coach 0.22 −0.15 0.06 −0.16 0.27 0.16 −0.02
liwc_tone_pos_coach −0.09 −0.26 0.00 0.12 −0.27 0.13 0.26
liwc_focuspast_coach 0.03 0.02 0.05 −0.06 0.26 0.05 0.08
liwc_they_coach 0.00 0.25 −0.12 −0.01 0.26 0.11 −0.22
liwc_need_coach 0.13 0.07 0.05 0.16 0.25 0.14 −0.07
t_43_Education/Teaching/School_coach −0.01 0.06 −0.09 0.00 0.20 0.01 0.09
liwc_memory_coach 0.01 0.01 0.16 0.08 0.19 0.13 0.05
t_38_Travel_and_Vacation_coach −0.02 −0.04 0.11 0.01 0.19 −0.03 0.12
liwc_Clout_coach 0.16 −0.12 −0.03 0.00 0.05 0.72 0.04
liwc_i_coach 0.28 0.05 −0.07 −0.13 0.09 −0.56 −0.09
liwc_you_coach 0.36 −0.22 −0.05 −0.12 0.20 0.54 −0.05
liwc_cause_coach 0.10 0.12 0.18 0.22 −0.04 0.44 −0.11
t_1_Team_Management_and_Leadership_coach −0.11 0.04 −0.13 −0.03 0.01 0.36 −0.19
liwc_allnone_coach 0.05 −0.19 0.10 0.09 0.09 −0.36 −0.11
liwc_visual_coach 0.12 −0.21 −0.15 0.03 −0.11 −0.29 −0.18
trans_questions_coach 0.19 0.23 0.01 0.03 0.09 0.29 −0.05
t_21_Personal_and_Professional_Development_coach −0.22 0.20 −0.15 0.09 −0.18 0.29 0.02
oob_leadership_coach −0.11 0.18 −0.12 −0.09 0.00 0.29 −0.14
liwc_mental_coach 0.07 0.06 0.16 0.13 −0.23 −0.27 −0.04
liwc_lack_coach 0.18 0.11 0.03 0.10 0.00 −0.22 −0.16
liwc_comm_coach 0.15 −0.06 0.01 0.11 −0.06 −0.10 −0.62
t_31_Asking_and_Answering_Questions_coach 0.13 0.05 −0.01 −0.15 −0.06 0.26 −0.41
oob_intrinsic_motivation_coach 0.02 0.18 0.06 −0.23 0.11 0.08 0.40
t_9_Moving_and_Living_in_California_coach −0.01 0.05 −0.10 0.02 0.24 −0.09 0.31
t_22_Envisioning_coach −0.01 −0.04 −0.11 −0.08 0.08 0.13 0.27
liwc_certitude_coach 0.10 0.09 0.04 −0.23 −0.03 0.03 0.26
liwc_space_coach −0.03 0.20 −0.12 0.15 −0.11 0.01 0.26
t_6_Goal_Setting_and_Motivation_coach 0.04 0.01 0.06 0.17 −0.10 0.22 0.26
liwc_wellness_coach −0.05 0.03 0.19 0.14 −0.07 0.02 0.23
liwc_home_coach 0.02 0.09 0.15 0.10 0.18 −0.13 0.21
t_35_Thinking_and_Sorting_coach 0.02 0.07 −0.07 −0.15 −0.06 −0.04 0.21
liwc_fulfill_coach 0.04 0.11 0.06 0.12 0.01 0.00 0.15
tl_food_coach −0.01 0.03 0.12 0.09 0.08 −0.09 0.14
SS loadings 6.08 5.28 4.68 4.28 4.23 3.87 3.35
Proportion Var 0.05 0.04 0.04 0.03 0.03 0.03 0.03
Cumulative Var 0.05 0.09 0.13 0.16 0.19 0.22 0.25
Proportion Explained 0.19 0.17 0.15 0.13 0.13 0.12 0.11
Cumulative Proportion 0.19 0.36 0.50 0.64 0.77 0.89 1.00

8 factors

Item MR1 MR3 MR2 MR4 MR5 MR7 MR6 MR8
liwc_Analytic_coach −0.86 −0.11 −0.02 0.06 −0.03 −0.02 −0.07 0.06
liwc_auxverb_coach 0.77 0.02 0.05 0.06 −0.08 0.07 0.12 −0.01
liwc_Dic_coach 0.59 −0.12 0.00 −0.19 0.15 −0.05 −0.08 0.02
t_12_Fillers_coach −0.57 −0.04 0.14 −0.04 −0.16 0.04 0.13 0.05
t_2_Technical_Discussion_coach −0.52 0.11 0.04 −0.04 0.19 0.08 0.13 −0.17
liwc_ipron_coach 0.50 0.06 0.13 −0.07 0.30 −0.04 −0.10 0.11
liwc_adverb_coach 0.47 0.13 0.01 −0.03 0.00 −0.08 −0.25 0.19
liwc_politic_coach −0.43 0.09 −0.01 −0.03 0.01 0.13 0.14 −0.04
liwc_focusfuture_coach 0.41 −0.02 −0.01 0.23 −0.12 0.10 −0.02 −0.23
tl_nonfluencies_coach −0.41 −0.39 −0.02 −0.18 −0.13 −0.11 −0.04 −0.06
liwc_ethnicity_coach −0.39 0.03 0.09 −0.04 −0.07 0.11 0.13 −0.01
liwc_want_coach 0.37 −0.13 −0.16 0.01 −0.03 −0.18 0.06 0.04
trans_pause_coach 0.32 0.00 −0.04 0.11 −0.06 0.11 −0.02 −0.01
trans_end_question_coach 0.32 −0.15 −0.09 0.10 0.29 −0.05 −0.07 0.06
liwc_relig_coach −0.32 0.07 0.21 −0.01 −0.10 0.07 0.16 0.06
t_42_Worries_and_concerns_coach 0.31 −0.16 0.23 −0.26 −0.13 0.13 0.00 0.01
liwc_acquire_coach 0.23 0.08 −0.05 0.16 0.02 0.11 0.11 0.16
liwc_substances_coach −0.20 0.04 0.13 −0.03 −0.09 0.10 0.00 0.03
oob_similarity_coach 0.13 −0.04 0.00 0.06 0.01 −0.05 −0.05 0.01
oob_self_disclosure_coach 0.10 0.84 0.06 −0.07 −0.24 −0.04 0.04 0.04
liwc_WC_coach 0.03 0.66 0.02 −0.19 0.11 0.08 0.11 0.00
trans_backchannel_count_coach −0.02 0.51 0.08 0.10 0.03 0.05 0.06 −0.21
liwc_conj_coach 0.30 0.49 −0.02 −0.06 0.06 0.04 −0.17 −0.07
t_45_Positive_affirmations_and_greetings_coach 0.29 −0.49 0.05 −0.01 0.00 0.06 0.16 −0.12
liwc_auditory_coach 0.12 −0.44 −0.02 0.05 −0.09 −0.08 0.14 0.09
oob_humor_coach −0.10 0.40 −0.33 −0.25 0.05 −0.21 −0.22 0.09
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.27 0.39 0.17 0.14 0.13 0.13 0.19 −0.21
oob_learning_coach −0.01 0.36 −0.03 −0.17 0.03 −0.11 0.10 0.05
oob_perseverance_coach 0.04 0.31 0.23 −0.05 −0.04 0.08 −0.02 0.00
liwc_allure_coach 0.25 −0.30 0.03 −0.21 −0.19 0.14 0.02 0.04
oob_checking_understanding_coach 0.07 −0.30 0.03 0.09 0.12 −0.05 −0.14 0.22
oob_absolutist_coach 0.28 0.30 0.04 0.14 −0.23 0.02 −0.05 0.21
oob_demonstrate_understanding_coach 0.06 −0.22 −0.03 −0.02 −0.01 0.01 0.08 −0.04
t_5_Book_Recommendations_coach −0.15 0.15 −0.07 −0.06 0.11 0.07 0.12 0.10
oob_prosocial_coach −0.02 0.15 0.01 −0.04 0.07 0.00 0.13 0.15
liwc_tone_neg_coach −0.10 0.19 0.76 0.16 −0.02 −0.02 0.05 −0.11
oob_neutral_coach −0.03 0.25 −0.51 0.09 0.11 0.00 −0.20 −0.41
liwc_feeling_coach 0.08 0.00 0.47 −0.17 0.21 −0.08 −0.18 0.16
t_29_Stress_Management_coach 0.03 −0.03 0.44 0.01 0.17 0.08 −0.27 0.14
t_15_Frustration_and_Emotions_coach 0.04 0.05 0.43 0.00 0.17 −0.23 0.28 −0.11
liwc_emo_anx_coach 0.10 −0.03 0.43 0.13 −0.07 0.01 −0.14 −0.04
oob_fear_coach 0.06 −0.06 0.39 0.00 −0.12 −0.05 −0.03 −0.02
liwc_emo_sad_coach −0.02 0.07 0.38 0.02 −0.01 0.00 −0.03 −0.01
oob_sadness_coach −0.10 −0.15 0.37 −0.06 −0.14 0.05 −0.05 −0.01
liwc_conflict_coach −0.17 0.15 0.33 0.06 0.06 −0.09 0.20 −0.11
t_28_Sales_and_Marketing_coach −0.10 0.11 −0.32 0.07 0.12 0.17 0.19 −0.05
t_46_Coaching_and_training_programs_coach −0.01 0.04 −0.29 0.07 −0.28 −0.14 0.07 −0.02
liwc_risk_coach −0.10 −0.01 0.25 0.10 0.06 0.03 −0.04 −0.08
t_17_Anxiety_and_Music_coach 0.06 0.01 0.25 0.02 0.03 0.09 −0.03 0.05
t_18_Professional_coaching_and_therapy_coach 0.15 0.16 −0.24 −0.02 −0.12 −0.20 −0.23 0.16
t_40_Job_Search_and_Career_Development_coach −0.02 0.02 −0.24 −0.07 0.10 0.22 −0.01 −0.13
tl_family_coach −0.03 0.11 0.22 0.05 −0.08 0.21 0.15 0.18
liwc_swear_coach −0.11 0.07 0.20 0.01 −0.05 0.08 0.17 0.10
t_36_Friendship_and_Relationships_coach 0.02 0.04 0.20 −0.08 0.00 0.15 0.08 0.13
liwc_curiosity_coach 0.09 −0.05 −0.17 −0.12 0.12 0.02 −0.12 0.15
liwc_fatigue_coach −0.06 0.05 0.15 −0.01 −0.04 0.06 0.02 0.06
liwc_friend_coach −0.02 0.03 0.11 0.00 0.03 0.11 0.06 0.06
oob_formality_coach −0.08 0.04 −0.10 −0.68 −0.12 0.00 −0.02 0.20
t_33_Understanding_and_Knowing_coach 0.09 0.17 −0.11 −0.65 0.05 0.04 0.06 0.06
liwc_insight_coach 0.15 0.15 0.04 −0.55 0.38 −0.18 0.00 0.01
t_7_Excitement_and_Anticipation_coach −0.07 −0.01 −0.19 −0.50 −0.10 −0.14 −0.20 0.07
liwc_tentat_coach 0.24 0.24 0.02 −0.45 −0.01 −0.08 −0.33 −0.27
liwc_achieve_coach 0.01 0.10 −0.22 0.38 0.27 −0.16 −0.15 0.08
t_37_Setting_and_Achieving_Goals_coach 0.20 −0.07 −0.09 0.37 0.06 −0.15 0.05 0.14
liwc_we_coach 0.23 0.15 0.14 0.30 −0.26 −0.29 −0.23 −0.06
liwc_reward_coach 0.07 0.02 −0.18 0.29 0.18 −0.14 −0.11 0.10
trans_overlap_coach −0.05 −0.04 0.04 −0.14 0.08 0.00 0.09 0.09
liwc_Clout_coach 0.18 −0.10 −0.06 0.03 0.70 −0.01 0.09 0.11
liwc_i_coach 0.33 0.07 −0.10 −0.06 −0.65 −0.05 0.19 0.07
liwc_you_coach 0.35 −0.25 −0.07 −0.17 0.56 0.12 0.13 −0.02
liwc_cause_coach 0.14 0.13 0.17 0.26 0.41 −0.09 0.13 −0.03
liwc_allnone_coach 0.05 −0.20 0.09 0.08 −0.36 0.06 0.10 −0.07
liwc_visual_coach 0.11 −0.23 −0.12 0.02 −0.28 −0.11 −0.05 −0.19
t_23_Reflecting_and_Appreciation_coach −0.06 −0.24 −0.02 0.21 0.27 −0.26 −0.21 0.26
t_21_Personal_and_Professional_Development_coach −0.19 0.22 −0.14 0.14 0.27 −0.15 −0.08 0.03
trans_questions_coach 0.21 0.23 −0.01 0.03 0.27 0.02 0.13 −0.01
liwc_mental_coach 0.06 0.04 0.19 0.12 −0.25 −0.11 −0.16 −0.11
liwc_death_coach −0.14 0.07 0.16 0.02 −0.16 0.02 0.07 −0.04
t_24_Finance_and_Money_Management_coach 0.03 0.09 −0.09 0.01 0.01 0.43 0.12 0.00
liwc_power_coach −0.26 0.34 −0.23 0.16 −0.09 −0.43 0.12 −0.04
liwc_number_coach −0.07 0.17 −0.09 0.31 0.05 0.42 0.04 −0.15
liwc_money_coach −0.15 0.18 −0.23 0.01 0.02 0.39 0.11 −0.02
t_16_Time_Management_and_Scheduling_coach 0.12 −0.13 −0.02 0.18 0.11 0.37 −0.11 −0.02
liwc_quantity_coach 0.01 0.34 −0.07 0.23 −0.06 0.36 −0.28 −0.02
liwc_affiliation_coach 0.15 0.17 0.11 0.33 −0.16 −0.35 −0.17 −0.03
oob_teamwork_coach 0.08 0.27 −0.13 −0.02 0.00 −0.34 0.04 −0.01
liwc_time_coach 0.18 0.18 0.05 0.32 0.07 0.34 −0.22 0.02
t_34_Prioritizing_and_Getting_Things_Done_coach 0.14 −0.03 −0.05 0.16 0.15 0.32 −0.10 0.02
t_39_Social_Media_and_Networking_coach 0.04 −0.02 −0.22 −0.07 −0.03 0.30 0.05 −0.02
liwc_prosocial_coach 0.02 −0.20 −0.03 0.19 0.09 −0.30 −0.03 −0.01
liwc_tech_coach −0.06 0.00 −0.19 0.03 −0.12 0.30 0.12 −0.19
liwc_leisure_coach −0.18 0.09 0.20 0.10 0.00 0.25 0.03 0.13
liwc_home_coach 0.01 0.11 0.14 0.06 −0.12 0.24 0.00 0.15
t_43_Education/Teaching/School_coach −0.02 0.06 −0.10 −0.06 0.03 0.21 0.03 0.01
liwc_need_coach 0.14 0.06 0.03 0.11 0.14 0.19 0.19 −0.07
tl_food_coach −0.03 0.02 0.13 0.02 −0.06 0.19 −0.09 0.02
liwc_memory_coach 0.00 0.01 0.14 0.04 0.14 0.19 0.09 0.03
t_38_Travel_and_Vacation_coach −0.02 −0.03 0.09 0.00 −0.03 0.17 0.08 0.13
liwc_shehe_coach −0.03 0.07 0.21 −0.01 0.05 0.00 0.46 −0.03
liwc_male_coach −0.10 0.11 0.17 0.02 −0.02 0.05 0.44 −0.02
oob_anger_coach 0.11 −0.01 0.37 0.04 0.03 0.00 0.41 −0.10
t_13_Back_and_forth_coach 0.18 0.06 0.00 0.06 −0.09 0.33 0.38 0.07
liwc_they_coach 0.04 0.26 −0.17 0.02 0.06 0.03 0.37 −0.07
liwc_focuspast_coach 0.10 0.09 −0.02 0.06 −0.04 0.07 0.33 0.31
t_1_Team_Management_and_Leadership_coach −0.03 0.08 −0.19 0.11 0.28 −0.23 0.32 0.07
t_6_Goal_Setting_and_Motivation_coach 0.01 0.01 0.09 0.09 0.28 0.14 −0.29 0.05
oob_leadership_coach −0.04 0.23 −0.17 0.06 0.20 −0.23 0.28 0.11
oob_hedging_coach 0.23 0.06 0.24 −0.27 0.06 −0.13 −0.28 −0.14
liwc_attention_coach 0.10 −0.09 −0.16 0.11 0.03 −0.01 −0.27 −0.11
t_4_Communication_and_Understanding_coach 0.24 −0.14 0.01 −0.14 0.12 0.10 0.27 0.13
liwc_wellness_coach −0.08 0.02 0.22 0.08 0.07 0.13 −0.24 0.07
t_35_Thinking_and_Sorting_coach 0.00 0.07 −0.05 −0.17 −0.01 0.04 −0.20 0.12
liwc_fulfill_coach 0.02 0.11 0.08 0.06 0.03 0.14 −0.14 0.02
t_3_Value_coach 0.09 0.09 −0.04 −0.12 0.12 −0.20 0.04 0.57
oob_intrinsic_motivation_coach 0.04 0.25 0.02 −0.14 0.03 0.09 0.00 0.49
liwc_comm_coach 0.18 −0.11 0.01 0.11 −0.13 −0.26 0.29 −0.47
liwc_differ_coach 0.21 0.33 0.13 −0.12 −0.02 0.10 −0.07 −0.44
oob_surprise_coach 0.01 −0.21 0.05 −0.06 0.00 0.08 0.15 0.36
liwc_certitude_coach 0.12 0.14 0.02 −0.13 −0.02 −0.05 −0.03 0.36
t_9_Moving_and_Living_in_California_coach 0.01 0.10 −0.14 0.05 −0.13 0.24 0.05 0.33
t_31_Asking_and_Answering_Questions_coach 0.15 0.01 −0.01 −0.13 0.24 −0.25 0.21 −0.28
liwc_space_coach 0.01 0.26 −0.13 0.24 −0.03 −0.02 −0.12 0.27
liwc_tone_pos_coach −0.07 −0.21 0.01 0.21 0.11 −0.13 −0.24 0.26
t_27_Casual_language_coach 0.19 0.00 0.24 −0.02 −0.19 0.21 0.23 0.26
t_14_Personal_opinions_and_observations_coach 0.13 0.07 0.09 −0.25 −0.02 0.01 −0.05 0.25
liwc_filler_coach −0.07 −0.22 0.11 −0.05 −0.03 0.00 0.03 0.25
liwc_lack_coach 0.16 0.07 0.05 0.02 −0.19 0.03 0.00 −0.24
t_22_Envisioning_coach −0.01 −0.01 −0.12 −0.08 0.13 0.14 −0.09 0.23
SS loadings 6.02 5.17 4.57 3.97 3.79 3.69 3.62 3.40
Proportion Var 0.05 0.04 0.04 0.03 0.03 0.03 0.03 0.03
Cumulative Var 0.05 0.09 0.12 0.15 0.18 0.21 0.24 0.27
Proportion Explained 0.18 0.15 0.13 0.12 0.11 0.11 0.11 0.10
Cumulative Proportion 0.18 0.33 0.46 0.58 0.69 0.79 0.90 1.00

9 factors

Item MR1 MR3 MR2 MR4 MR6 MR5 MR8 MR9 MR7
liwc_Analytic_coach −0.86 −0.11 −0.01 0.08 −0.08 0.00 0.05 −0.01 0.01
liwc_auxverb_coach 0.77 0.05 0.05 0.07 0.09 −0.11 −0.01 0.05 0.00
liwc_Dic_coach 0.59 −0.09 0.03 −0.18 −0.10 0.13 0.03 0.04 −0.08
t_12_Fillers_coach −0.58 −0.06 0.11 −0.03 0.18 −0.14 0.04 0.02 0.02
liwc_ipron_coach 0.51 0.03 0.13 −0.11 −0.04 0.29 0.11 −0.06 0.03
t_2_Technical_Discussion_coach −0.50 0.15 0.01 0.01 0.11 0.19 −0.15 0.14 −0.03
liwc_adverb_coach 0.47 −0.04 −0.01 −0.19 −0.05 0.03 0.13 −0.31 0.23
liwc_politic_coach −0.43 0.09 −0.04 0.00 0.14 0.01 −0.03 0.12 0.05
liwc_focusfuture_coach 0.42 −0.07 −0.03 0.16 0.08 −0.11 −0.27 −0.06 0.15
tl_nonfluencies_coach −0.42 −0.36 0.00 −0.14 −0.07 −0.12 −0.05 0.04 −0.17
liwc_ethnicity_coach −0.39 0.05 0.07 −0.01 0.14 −0.06 0.00 0.11 0.02
liwc_want_coach 0.36 −0.02 −0.11 0.09 −0.15 −0.08 0.09 0.02 −0.28
trans_end_question_coach 0.33 −0.07 −0.04 0.14 −0.19 0.26 0.09 0.07 −0.10
trans_pause_coach 0.32 −0.03 −0.04 0.08 0.02 −0.07 −0.04 0.01 0.13
liwc_relig_coach −0.32 0.11 0.20 0.04 0.14 −0.10 0.07 0.09 −0.01
oob_absolutist_coach 0.27 0.17 0.00 0.04 0.08 −0.21 0.16 −0.23 0.24
liwc_acquire_coach 0.23 0.07 −0.06 0.16 0.10 0.00 0.15 0.03 0.10
liwc_substances_coach −0.20 0.01 0.12 −0.04 0.07 −0.07 0.02 0.02 0.11
t_5_Book_Recommendations_coach −0.14 0.13 −0.10 −0.05 0.13 0.11 0.11 0.05 0.05
oob_similarity_coach 0.13 −0.04 0.01 0.05 −0.06 0.01 0.00 −0.05 −0.01
oob_self_disclosure_coach 0.08 0.84 0.04 −0.08 0.00 −0.25 0.06 −0.14 0.05
liwc_WC_coach 0.03 0.69 0.00 −0.15 0.06 0.08 0.04 0.09 0.02
trans_backchannel_count_coach −0.02 0.59 0.09 0.14 −0.03 0.02 −0.18 0.06 −0.01
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.26 0.49 0.16 0.21 0.10 0.12 −0.17 0.16 −0.02
liwc_conj_coach 0.30 0.40 −0.04 −0.15 −0.06 0.08 −0.10 −0.13 0.20
oob_learning_coach −0.02 0.39 −0.04 −0.13 0.01 0.02 0.09 −0.01 −0.13
trans_questions_coach 0.22 0.39 0.03 0.15 −0.07 0.22 0.07 0.19 −0.16
t_45_Positive_affirmations_and_greetings_coach 0.29 −0.34 0.08 0.11 0.03 −0.05 −0.08 0.27 −0.22
oob_checking_understanding_coach 0.07 −0.29 0.07 0.09 −0.16 0.12 0.21 −0.02 0.00
oob_perseverance_coach 0.04 0.29 0.21 −0.07 0.05 −0.03 0.00 −0.02 0.11
liwc_tone_pos_coach −0.07 −0.27 0.03 0.14 −0.18 0.14 0.22 −0.21 0.08
liwc_filler_coach −0.07 −0.27 0.09 −0.06 0.10 −0.02 0.23 −0.03 0.04
oob_prosocial_coach −0.02 0.19 0.01 0.01 0.06 0.05 0.18 0.05 −0.05
oob_demonstrate_understanding_coach 0.05 −0.14 −0.01 0.05 −0.01 −0.03 −0.02 0.13 −0.13
liwc_tone_neg_coach −0.10 0.23 0.73 0.15 0.14 0.01 −0.11 −0.10 0.01
oob_neutral_coach −0.02 0.16 −0.52 0.00 −0.16 0.12 −0.43 −0.09 0.13
liwc_feeling_coach 0.07 0.02 0.50 −0.18 −0.12 0.22 0.17 −0.05 −0.03
t_29_Stress_Management_coach 0.03 −0.04 0.47 −0.02 −0.15 0.19 0.12 −0.02 0.16
liwc_emo_anx_coach 0.09 0.01 0.46 0.12 −0.10 −0.06 −0.05 −0.05 0.04
oob_fear_coach 0.04 0.01 0.41 0.03 −0.04 −0.12 −0.01 −0.01 −0.08
oob_sadness_coach −0.11 −0.09 0.40 −0.02 −0.04 −0.13 0.00 0.08 −0.03
liwc_emo_sad_coach −0.03 0.11 0.38 0.03 0.00 0.00 −0.01 −0.02 0.00
t_28_Sales_and_Marketing_coach −0.09 0.10 −0.35 0.09 0.16 0.10 −0.04 0.15 0.08
t_15_Frustration_and_Emotions_coach 0.05 0.05 0.34 −0.01 0.34 0.19 −0.10 −0.16 −0.21
liwc_conflict_coach −0.16 0.15 0.27 0.06 0.24 0.08 −0.10 −0.08 −0.09
t_17_Anxiety_and_Music_coach 0.06 0.04 0.26 0.04 −0.02 0.03 0.05 0.07 0.05
liwc_risk_coach −0.09 0.00 0.25 0.09 0.01 0.07 −0.09 −0.01 0.05
liwc_wellness_coach −0.08 0.00 0.24 0.04 −0.14 0.09 0.04 −0.01 0.21
t_36_Friendship_and_Relationships_coach 0.02 0.06 0.19 −0.05 0.10 −0.01 0.14 0.13 0.07
liwc_fatigue_coach −0.06 0.05 0.14 −0.01 0.05 −0.03 0.05 0.03 0.05
liwc_friend_coach −0.02 0.07 0.12 0.04 0.03 0.02 0.07 0.12 0.03
oob_formality_coach −0.09 −0.01 −0.11 −0.66 0.03 −0.12 0.21 0.10 −0.05
t_33_Understanding_and_Knowing_coach 0.09 0.16 −0.12 −0.61 0.06 0.02 0.09 0.16 −0.08
liwc_tentat_coach 0.24 0.16 0.02 −0.56 −0.19 0.02 −0.29 −0.12 0.05
liwc_insight_coach 0.16 0.16 0.02 −0.53 −0.01 0.37 0.05 0.02 −0.21
t_7_Excitement_and_Anticipation_coach −0.08 −0.07 −0.17 −0.52 −0.16 −0.09 0.07 −0.06 −0.07
t_37_Setting_and_Achieving_Goals_coach 0.20 −0.02 −0.06 0.40 −0.10 0.04 0.15 −0.10 −0.11
oob_hedging_coach 0.23 −0.05 0.22 −0.40 −0.07 0.11 −0.19 −0.23 0.07
oob_humor_coach −0.11 0.25 −0.35 −0.37 −0.13 0.09 0.07 −0.28 0.06
liwc_achieve_coach 0.03 0.09 −0.20 0.35 −0.23 0.27 0.07 −0.18 0.01
t_42_Worries_and_concerns_coach 0.31 −0.25 0.19 −0.33 0.20 −0.11 −0.03 0.02 0.14
t_35_Thinking_and_Sorting_coach −0.01 −0.05 −0.07 −0.27 −0.04 0.02 0.07 −0.10 0.20
liwc_reward_coach 0.08 −0.02 −0.16 0.25 −0.15 0.18 0.08 −0.18 0.02
liwc_shehe_coach −0.02 0.03 0.09 −0.01 0.55 0.05 −0.02 −0.01 −0.07
liwc_male_coach −0.09 0.07 0.07 0.02 0.51 −0.01 −0.01 0.01 −0.03
t_1_Team_Management_and_Leadership_coach 0.00 −0.07 −0.33 0.03 0.45 0.31 0.06 −0.30 −0.07
t_13_Back_and_forth_coach 0.19 0.02 −0.07 0.07 0.45 −0.12 0.05 0.20 0.19
t_18_Professional_coaching_and_therapy_coach 0.13 0.21 −0.16 0.00 −0.40 −0.14 0.18 −0.12 −0.11
t_27_Casual_language_coach 0.19 −0.07 0.18 −0.04 0.36 −0.19 0.23 0.05 0.19
oob_anger_coach 0.12 0.09 0.32 0.12 0.35 0.01 −0.05 0.11 −0.19
liwc_they_coach 0.05 0.25 −0.23 0.04 0.33 0.03 −0.05 0.05 −0.05
t_6_Goal_Setting_and_Motivation_coach 0.02 0.05 0.16 0.10 −0.31 0.28 0.05 0.10 0.15
oob_leadership_coach −0.02 0.14 −0.26 0.02 0.30 0.21 0.12 −0.22 −0.11
liwc_need_coach 0.16 0.02 −0.03 0.09 0.28 0.14 −0.09 0.08 0.15
liwc_attention_coach 0.10 −0.10 −0.12 0.07 −0.27 0.04 −0.13 −0.06 0.07
t_38_Travel_and_Vacation_coach −0.01 −0.14 0.02 −0.07 0.27 −0.01 0.08 −0.02 0.24
liwc_swear_coach −0.11 0.02 0.15 −0.01 0.26 −0.04 0.08 −0.01 0.08
liwc_curiosity_coach 0.08 0.03 −0.10 −0.06 −0.26 0.09 0.18 0.15 −0.07
t_4_Communication_and_Understanding_coach 0.25 −0.12 −0.02 −0.08 0.25 0.09 0.15 0.17 −0.05
tl_family_coach −0.03 0.11 0.20 0.07 0.20 −0.09 0.18 0.10 0.15
trans_overlap_coach −0.05 −0.08 0.00 −0.15 0.16 0.08 0.09 0.00 0.01
liwc_memory_coach 0.01 0.01 0.12 0.04 0.15 0.13 0.02 0.12 0.12
liwc_i_coach 0.29 0.18 −0.06 0.04 0.00 −0.70 0.12 0.06 −0.19
liwc_Clout_coach 0.22 −0.09 −0.08 0.05 0.05 0.67 0.13 0.10 −0.06
liwc_you_coach 0.38 −0.10 −0.03 −0.04 −0.03 0.49 0.05 0.38 −0.18
liwc_cause_coach 0.17 0.15 0.13 0.25 0.12 0.40 −0.01 −0.09 −0.06
liwc_allnone_coach 0.04 −0.23 0.07 0.06 0.18 −0.35 −0.10 −0.03 0.05
t_46_Coaching_and_training_programs_coach −0.02 0.08 −0.26 0.10 −0.07 −0.29 0.00 −0.05 −0.15
t_23_Reflecting_and_Appreciation_coach −0.06 −0.26 0.01 0.17 −0.23 0.29 0.25 −0.23 −0.07
liwc_visual_coach 0.10 −0.18 −0.08 0.04 −0.13 −0.28 −0.18 −0.02 −0.15
t_21_Personal_and_Professional_Development_coach −0.18 0.17 −0.16 0.09 −0.08 0.28 0.02 −0.17 0.00
liwc_mental_coach 0.04 0.03 0.21 0.08 −0.12 −0.22 −0.13 −0.18 0.01
liwc_death_coach −0.14 0.07 0.14 0.02 0.10 −0.14 −0.05 −0.02 0.01
t_3_Value_coach 0.08 0.08 −0.03 −0.10 −0.04 0.10 0.59 −0.12 −0.11
oob_intrinsic_motivation_coach 0.03 0.29 0.06 −0.08 −0.08 −0.01 0.53 0.11 0.05
liwc_differ_coach 0.21 0.34 0.12 −0.15 −0.01 −0.01 −0.43 0.05 0.06
liwc_comm_coach 0.18 0.01 0.00 0.19 0.12 −0.15 −0.42 −0.03 −0.41
oob_surprise_coach 0.01 −0.18 0.05 0.00 0.11 −0.02 0.38 0.14 −0.02
liwc_focuspast_coach 0.10 0.10 −0.06 0.11 0.28 −0.07 0.33 0.07 −0.01
liwc_certitude_coach 0.11 0.02 −0.02 −0.20 0.09 0.00 0.33 −0.17 0.13
t_9_Moving_and_Living_in_California_coach 0.01 0.06 −0.14 0.06 0.07 −0.14 0.31 0.10 0.24
t_14_Personal_opinions_and_observations_coach 0.11 0.15 0.14 −0.17 −0.15 −0.05 0.29 0.13 −0.08
t_22_Envisioning_coach −0.02 0.07 −0.05 0.00 −0.22 0.09 0.26 0.22 0.03
liwc_lack_coach 0.15 0.07 0.04 0.00 0.03 −0.19 −0.25 −0.02 0.03
liwc_space_coach 0.00 0.20 −0.12 0.19 −0.12 −0.02 0.25 −0.17 0.16
liwc_affiliation_coach 0.14 0.06 0.09 0.20 −0.07 −0.10 −0.07 −0.51 0.00
liwc_we_coach 0.21 0.04 0.13 0.16 −0.11 −0.20 −0.11 −0.47 0.05
liwc_power_coach −0.27 0.29 −0.27 0.13 0.03 −0.07 −0.02 −0.37 −0.23
t_24_Finance_and_Money_Management_coach 0.04 0.14 −0.07 0.08 0.08 −0.03 0.01 0.37 0.21
oob_teamwork_coach 0.08 0.16 −0.19 −0.11 0.09 0.03 −0.02 −0.37 −0.12
liwc_money_coach −0.14 0.21 −0.23 0.06 0.07 −0.02 −0.01 0.33 0.21
t_40_Job_Search_and_Career_Development_coach −0.02 0.12 −0.19 0.01 −0.15 0.06 −0.09 0.33 0.01
liwc_tech_coach −0.06 0.08 −0.16 0.11 0.03 −0.15 −0.18 0.32 0.07
t_39_Social_Media_and_Networking_coach 0.04 0.03 −0.19 −0.01 −0.02 −0.07 −0.01 0.32 0.11
liwc_prosocial_coach 0.03 −0.26 −0.06 0.13 0.01 0.12 −0.03 −0.29 −0.13
t_43_Education/Teaching/School_coach −0.02 0.13 −0.06 0.01 −0.06 0.00 0.04 0.26 0.06
liwc_allure_coach 0.24 −0.23 0.07 −0.14 −0.03 −0.23 0.06 0.24 −0.05
liwc_quantity_coach 0.01 0.21 −0.07 0.12 −0.09 −0.04 −0.10 −0.01 0.52
liwc_time_coach 0.20 0.09 0.05 0.23 −0.06 0.09 −0.04 0.01 0.46
t_16_Time_Management_and_Scheduling_coach 0.15 −0.25 −0.05 0.09 0.11 0.12 −0.09 0.10 0.43
t_34_Prioritizing_and_Getting_Things_Done_coach 0.16 −0.13 −0.08 0.08 0.07 0.16 −0.03 0.08 0.38
liwc_number_coach −0.05 0.17 −0.09 0.31 0.08 0.03 −0.17 0.22 0.33
t_31_Asking_and_Answering_Questions_coach 0.16 0.06 −0.05 −0.10 0.14 0.23 −0.23 −0.05 −0.32
liwc_auditory_coach 0.11 −0.29 0.04 0.19 −0.08 −0.14 0.14 0.17 −0.29
liwc_home_coach 0.01 0.06 0.12 0.03 0.10 −0.12 0.11 0.06 0.26
liwc_leisure_coach −0.17 0.06 0.18 0.10 0.12 0.01 0.11 0.10 0.24
tl_food_coach −0.03 −0.01 0.13 −0.01 0.02 −0.05 −0.01 0.05 0.21
liwc_fulfill_coach 0.02 0.09 0.09 0.03 −0.08 0.03 0.00 0.03 0.17
SS loadings 6.02 4.84 4.40 3.94 3.76 3.71 3.46 3.37 3.05
Proportion Var 0.05 0.04 0.03 0.03 0.03 0.03 0.03 0.03 0.02
Cumulative Var 0.05 0.08 0.12 0.15 0.18 0.21 0.24 0.26 0.29
Proportion Explained 0.16 0.13 0.12 0.11 0.10 0.10 0.09 0.09 0.08
Cumulative Proportion 0.16 0.30 0.42 0.53 0.63 0.73 0.82 0.92 1.00

10 factors

Item MR1 MR3 MR2 MR5 MR4 MR6 MR8 MR9 MR10 MR7
liwc_auxverb_coach 0.82 0.01 0.06 −0.05 −0.11 0.07 −0.02 −0.06 0.09 −0.04
liwc_Analytic_coach −0.81 −0.12 0.01 −0.13 −0.09 −0.05 0.06 0.13 0.06 −0.03
t_2_Technical_Discussion_coach −0.55 0.19 0.02 0.17 0.04 0.11 −0.15 −0.04 0.07 0.06
liwc_adverb_coach 0.52 −0.11 −0.01 −0.02 0.13 −0.04 0.15 0.29 −0.19 0.10
liwc_ipron_coach 0.52 −0.03 0.15 0.30 0.05 −0.04 0.08 0.17 −0.01 −0.03
tl_nonfluencies_coach −0.47 −0.28 −0.02 −0.09 0.19 −0.07 −0.05 −0.20 −0.06 −0.11
t_12_Fillers_coach −0.46 −0.10 0.15 −0.27 0.00 0.19 0.04 0.12 0.15 −0.05
liwc_Dic_coach 0.44 −0.01 −0.02 0.30 0.25 −0.13 0.01 −0.24 −0.16 0.03
liwc_focusfuture_coach 0.39 −0.05 −0.05 −0.08 −0.13 0.06 −0.24 −0.08 −0.11 0.21
trans_pause_coach 0.37 −0.06 −0.03 −0.07 −0.10 0.01 −0.03 0.04 0.05 0.09
t_42_Worries_and_concerns_coach 0.36 −0.27 0.21 −0.12 0.31 0.15 −0.03 0.02 0.05 0.10
liwc_conj_coach 0.36 0.32 −0.02 0.02 0.09 −0.05 −0.09 0.31 −0.03 0.10
liwc_politic_coach −0.35 0.05 0.00 −0.08 −0.02 0.14 −0.03 0.12 0.22 0.02
liwc_ethnicity_coach −0.34 0.04 0.09 −0.12 0.01 0.13 0.00 0.02 0.15 0.02
trans_end_question_coach 0.32 −0.12 −0.03 0.30 −0.20 −0.17 0.06 0.04 0.10 −0.13
liwc_want_coach 0.31 0.01 −0.14 0.06 −0.08 −0.13 0.07 −0.22 −0.05 −0.24
liwc_relig_coach −0.29 0.13 0.21 −0.13 −0.01 0.12 0.07 −0.06 0.08 0.00
oob_absolutist_coach 0.26 0.19 −0.02 −0.20 0.00 0.06 0.21 0.04 −0.24 0.22
liwc_acquire_coach 0.22 0.07 −0.06 0.04 −0.13 0.09 0.17 −0.04 0.03 0.12
liwc_substances_coach −0.15 −0.01 0.13 −0.13 0.04 0.06 0.03 0.07 0.06 0.08
t_5_Book_Recommendations_coach −0.15 0.13 −0.08 0.09 0.08 0.12 0.11 0.05 0.07 0.06
oob_similarity_coach 0.11 −0.04 −0.01 0.04 −0.04 −0.05 0.01 −0.02 −0.07 0.00
oob_self_disclosure_coach 0.12 0.82 0.03 −0.25 0.09 0.00 0.07 0.13 −0.10 0.00
liwc_WC_coach −0.01 0.71 0.00 0.13 0.19 0.04 0.03 0.04 0.03 0.06
trans_backchannel_count_coach −0.05 0.60 0.07 0.04 −0.13 −0.03 −0.18 −0.02 −0.01 0.04
t_41_Discussion/Conversation_with_boss_or_clients_coach −0.30 0.52 0.17 0.12 −0.17 0.09 −0.17 −0.07 0.08 0.08
oob_learning_coach −0.07 0.43 −0.05 0.08 0.16 0.01 0.08 −0.04 −0.07 −0.10
trans_questions_coach 0.15 0.40 0.03 0.32 −0.13 −0.07 0.03 −0.12 0.11 −0.10
oob_checking_understanding_coach 0.10 −0.33 0.08 0.10 −0.14 −0.15 0.20 0.08 0.05 −0.08
oob_perseverance_coach 0.04 0.29 0.21 −0.03 0.09 0.02 0.00 0.03 −0.05 0.12
t_23_Reflecting_and_Appreciation_coach −0.09 −0.28 0.00 0.26 −0.20 −0.17 0.24 0.13 −0.19 −0.11
liwc_tone_pos_coach −0.10 −0.27 0.01 0.11 −0.15 −0.15 0.23 0.09 −0.19 0.04
liwc_filler_coach −0.08 −0.25 0.09 −0.02 0.09 0.08 0.23 −0.04 −0.03 0.03
oob_prosocial_coach 0.00 0.17 0.03 0.06 −0.01 0.07 0.16 0.02 0.08 −0.07
liwc_tone_neg_coach −0.05 0.20 0.74 −0.06 −0.18 0.12 −0.11 0.05 −0.08 0.00
oob_neutral_coach −0.06 0.15 −0.54 0.08 −0.02 −0.12 −0.41 0.17 −0.09 0.15
liwc_feeling_coach 0.06 0.00 0.50 0.22 0.14 −0.13 0.14 0.09 −0.07 −0.07
t_29_Stress_Management_coach −0.01 −0.03 0.46 0.17 0.03 −0.18 0.12 0.05 −0.08 0.16
liwc_emo_anx_coach 0.09 0.01 0.44 −0.06 −0.13 −0.12 −0.04 −0.04 −0.09 0.04
oob_fear_coach 0.06 0.01 0.40 −0.11 −0.04 −0.06 −0.01 −0.09 −0.05 −0.08
oob_sadness_coach −0.10 −0.06 0.39 −0.12 0.03 −0.08 −0.01 −0.12 0.02 −0.01
liwc_emo_sad_coach −0.02 0.10 0.38 −0.01 −0.04 −0.02 −0.01 0.00 −0.04 0.00
t_15_Frustration_and_Emotions_coach 0.09 0.01 0.37 0.14 −0.04 0.37 −0.12 0.08 −0.09 −0.21
oob_anger_coach 0.11 0.11 0.33 0.06 −0.09 0.33 −0.07 −0.21 0.06 −0.10
t_28_Sales_and_Marketing_coach −0.02 0.05 −0.30 0.05 −0.12 0.17 −0.04 0.12 0.26 0.05
liwc_conflict_coach −0.13 0.13 0.29 0.02 −0.08 0.25 −0.11 0.06 −0.03 −0.08
t_46_Coaching_and_training_programs_coach −0.01 0.09 −0.28 −0.25 −0.09 −0.05 0.00 −0.10 −0.04 −0.15
liwc_risk_coach −0.05 −0.04 0.26 0.01 −0.13 0.01 −0.08 0.09 0.03 0.02
t_17_Anxiety_and_Music_coach 0.04 0.06 0.26 0.05 −0.03 −0.05 0.05 −0.06 0.01 0.07
tl_family_coach 0.00 0.12 0.21 −0.09 −0.03 0.15 0.19 −0.04 0.09 0.16
t_36_Friendship_and_Relationships_coach 0.01 0.08 0.20 0.02 0.08 0.06 0.14 −0.08 0.09 0.09
liwc_fatigue_coach −0.06 0.06 0.14 −0.04 0.02 0.03 0.06 −0.02 0.01 0.05
liwc_friend_coach −0.05 0.10 0.12 0.05 0.00 0.01 0.07 −0.10 0.05 0.07
liwc_Clout_coach 0.07 −0.05 −0.07 0.76 −0.01 0.07 0.11 −0.04 −0.02 0.05
liwc_you_coach 0.21 −0.03 −0.03 0.67 0.10 −0.06 0.00 −0.28 0.18 −0.03
liwc_i_coach 0.30 0.25 −0.10 −0.55 0.03 −0.04 0.12 −0.38 −0.03 −0.15
liwc_cause_coach 0.13 0.12 0.14 0.39 −0.27 0.15 −0.02 0.09 −0.07 −0.03
liwc_allnone_coach −0.01 −0.14 0.03 −0.29 0.04 0.14 −0.06 −0.29 −0.16 0.15
t_21_Personal_and_Professional_Development_coach −0.25 0.18 −0.17 0.26 −0.08 −0.04 0.03 0.13 −0.18 0.03
liwc_mental_coach 0.09 0.01 0.19 −0.26 −0.11 −0.11 −0.12 0.04 −0.15 −0.03
liwc_visual_coach 0.12 −0.18 −0.10 −0.26 −0.06 −0.12 −0.18 −0.12 −0.02 −0.15
liwc_death_coach −0.09 0.05 0.15 −0.19 −0.03 0.10 −0.04 0.02 0.02 −0.01
oob_formality_coach −0.10 0.02 −0.10 −0.08 0.69 −0.01 0.18 −0.02 0.07 −0.08
t_33_Understanding_and_Knowing_coach 0.01 0.23 −0.12 0.13 0.68 0.02 0.06 −0.10 0.05 −0.03
t_7_Excitement_and_Anticipation_coach −0.09 −0.06 −0.18 −0.08 0.51 −0.16 0.05 0.07 −0.06 −0.13
liwc_insight_coach 0.10 0.15 0.04 0.42 0.50 0.00 0.00 0.10 −0.01 −0.22
liwc_tentat_coach 0.29 0.08 0.03 −0.04 0.46 −0.19 −0.32 0.30 −0.03 −0.06
t_37_Setting_and_Achieving_Goals_coach 0.19 −0.02 −0.08 0.08 −0.41 −0.06 0.16 −0.06 −0.09 −0.11
liwc_achieve_coach −0.02 0.07 −0.21 0.25 −0.37 −0.16 0.08 0.14 −0.15 −0.01
liwc_reward_coach 0.06 −0.04 −0.17 0.16 −0.27 −0.10 0.09 0.13 −0.13 −0.01
trans_overlap_coach −0.11 −0.03 −0.01 0.12 0.21 0.14 0.09 −0.08 −0.08 0.07
liwc_shehe_coach 0.05 0.00 0.14 0.00 0.00 0.54 −0.03 0.03 0.09 −0.06
t_1_Team_Management_and_Leadership_coach 0.01 −0.11 −0.30 0.25 −0.05 0.51 0.06 0.21 −0.15 −0.07
liwc_male_coach −0.02 0.04 0.11 −0.07 −0.02 0.50 −0.01 0.02 0.10 −0.02
t_13_Back_and_forth_coach 0.20 0.04 −0.05 −0.08 0.00 0.39 0.08 −0.15 0.18 0.25
t_18_Professional_coaching_and_therapy_coach 0.13 0.20 −0.19 −0.10 −0.03 −0.36 0.17 0.04 −0.10 −0.19
oob_leadership_coach −0.03 0.13 −0.25 0.19 −0.01 0.35 0.12 0.12 −0.15 −0.10
liwc_they_coach 0.12 0.20 −0.19 0.01 −0.06 0.34 −0.06 0.08 0.17 −0.07
t_6_Goal_Setting_and_Motivation_coach −0.01 0.03 0.16 0.26 −0.12 −0.31 0.04 0.10 0.07 0.13
t_27_Casual_language_coach 0.22 −0.04 0.19 −0.17 0.10 0.30 0.25 −0.11 0.04 0.20
liwc_need_coach 0.16 0.01 −0.01 0.13 −0.06 0.26 −0.07 0.00 0.08 0.20
liwc_attention_coach 0.15 −0.16 −0.11 −0.01 −0.15 −0.24 −0.13 0.17 0.03 −0.01
t_38_Travel_and_Vacation_coach 0.04 −0.17 0.05 −0.08 0.07 0.24 0.10 0.11 0.06 0.20
liwc_swear_coach −0.07 0.02 0.17 −0.08 0.02 0.24 0.09 0.02 0.02 0.08
t_3_Value_coach 0.07 0.07 −0.02 0.14 0.10 −0.02 0.57 0.07 −0.07 −0.18
oob_intrinsic_motivation_coach 0.01 0.31 0.06 0.06 0.12 −0.11 0.51 −0.02 0.08 0.02
liwc_differ_coach 0.30 0.26 0.15 −0.08 0.06 −0.02 −0.45 0.20 0.14 0.00
liwc_comm_coach 0.13 0.06 −0.03 −0.06 −0.17 0.15 −0.43 −0.29 −0.11 −0.28
oob_surprise_coach 0.08 −0.21 0.09 −0.03 −0.02 0.09 0.36 −0.01 0.23 −0.09
liwc_certitude_coach 0.13 0.01 −0.01 −0.02 0.20 0.08 0.34 0.14 −0.11 0.05
liwc_focuspast_coach 0.14 0.08 −0.03 −0.05 −0.09 0.26 0.33 −0.04 0.14 −0.03
t_9_Moving_and_Living_in_California_coach 0.06 0.05 −0.12 −0.16 −0.03 0.04 0.32 0.04 0.16 0.18
t_14_Personal_opinions_and_observations_coach 0.11 0.16 0.15 0.01 0.17 −0.18 0.26 −0.06 0.10 −0.12
liwc_lack_coach 0.20 0.05 0.04 −0.20 −0.02 0.02 −0.24 0.00 0.00 0.01
t_45_Positive_affirmations_and_greetings_coach 0.12 −0.20 0.04 0.16 0.01 −0.02 −0.09 −0.56 −0.01 −0.01
liwc_allure_coach 0.07 −0.06 0.01 −0.02 0.30 −0.12 0.06 −0.54 −0.06 0.13
oob_humor_coach −0.02 0.15 −0.33 −0.03 0.27 −0.07 0.06 0.47 −0.08 −0.11
liwc_auditory_coach 0.04 −0.21 0.02 0.00 −0.13 −0.09 0.12 −0.40 0.03 −0.20
t_35_Thinking_and_Sorting_coach 0.10 −0.14 −0.04 −0.09 0.19 −0.03 0.07 0.33 0.06 0.06
oob_hedging_coach 0.29 −0.13 0.24 0.02 0.30 −0.06 −0.21 0.31 −0.12 −0.04
t_4_Communication_and_Understanding_coach 0.13 −0.03 −0.03 0.23 0.19 0.21 0.14 −0.30 0.01 0.08
liwc_space_coach 0.11 0.11 −0.10 −0.12 −0.25 −0.09 0.26 0.30 0.01 0.01
oob_demonstrate_understanding_coach 0.00 −0.08 −0.02 0.05 −0.01 −0.03 −0.03 −0.23 0.03 −0.05
liwc_affiliation_coach 0.05 0.12 0.02 −0.08 −0.16 −0.03 −0.02 −0.01 −0.60 0.05
liwc_we_coach 0.13 0.11 0.05 −0.18 −0.12 −0.09 −0.06 −0.05 −0.58 0.10
liwc_money_coach −0.03 0.14 −0.17 −0.09 −0.10 0.05 −0.01 0.14 0.46 0.14
t_40_Job_Search_and_Career_Development_coach 0.07 0.05 −0.14 0.03 −0.09 −0.16 −0.13 0.10 0.43 −0.07
t_24_Finance_and_Money_Management_coach 0.11 0.11 −0.03 −0.05 −0.08 0.04 0.01 0.01 0.41 0.19
t_39_Social_Media_and_Networking_coach 0.10 −0.01 −0.16 −0.07 −0.01 −0.05 −0.02 0.00 0.37 0.07
liwc_curiosity_coach 0.19 −0.08 −0.05 0.05 −0.06 −0.25 0.14 0.20 0.33 −0.24
t_43_Education/Teaching/School_coach 0.04 0.08 −0.03 −0.02 −0.04 −0.08 0.02 0.04 0.31 0.01
oob_teamwork_coach 0.08 0.15 −0.20 0.00 0.09 0.14 −0.02 0.16 −0.29 −0.14
liwc_tech_coach −0.04 0.09 −0.15 −0.13 −0.09 0.00 −0.17 −0.14 0.29 0.11
t_22_Envisioning_coach 0.03 0.03 −0.02 0.09 −0.04 −0.22 0.23 0.07 0.28 −0.06
liwc_prosocial_coach −0.01 −0.25 −0.07 0.10 −0.14 0.06 −0.03 0.03 −0.27 −0.11
t_16_Time_Management_and_Scheduling_coach 0.05 −0.19 −0.07 0.15 0.01 0.05 −0.04 −0.09 −0.04 0.55
liwc_time_coach 0.12 0.13 0.02 0.10 −0.15 −0.11 0.01 0.01 −0.10 0.53
liwc_quantity_coach 0.01 0.21 −0.09 −0.10 −0.08 −0.13 −0.04 0.16 −0.03 0.52
liwc_number_coach −0.12 0.22 −0.11 0.05 −0.22 0.04 −0.12 −0.12 0.10 0.45
t_34_Prioritizing_and_Getting_Things_Done_coach 0.11 −0.11 −0.08 0.16 −0.03 0.03 0.01 0.02 0.01 0.43
liwc_power_coach −0.22 0.25 −0.27 −0.14 −0.18 0.12 −0.02 0.20 −0.22 −0.29
t_31_Asking_and_Answering_Questions_coach 0.14 0.03 −0.04 0.25 0.06 0.18 −0.27 0.01 −0.03 −0.28
liwc_home_coach 0.03 0.07 0.13 −0.13 0.00 0.06 0.14 0.00 0.05 0.25
liwc_leisure_coach −0.15 0.06 0.20 −0.04 −0.07 0.08 0.13 0.03 0.10 0.23
liwc_wellness_coach −0.12 0.02 0.22 0.07 −0.01 −0.16 0.06 0.02 −0.08 0.23
tl_food_coach −0.04 0.00 0.13 −0.06 0.04 −0.02 0.01 −0.01 0.01 0.22
liwc_memory_coach 0.00 0.01 0.13 0.13 −0.02 0.12 0.03 −0.02 0.09 0.16
liwc_fulfill_coach 0.04 0.07 0.09 0.00 −0.05 −0.10 0.01 0.09 0.04 0.14
SS loadings 5.62 4.55 4.39 4.02 3.84 3.48 3.31 3.26 3.19 3.15
Proportion Var 0.04 0.04 0.03 0.03 0.03 0.03 0.03 0.03 0.02 0.02
Cumulative Var 0.04 0.08 0.11 0.15 0.18 0.20 0.23 0.25 0.28 0.30
Proportion Explained 0.14 0.12 0.11 0.10 0.10 0.09 0.09 0.08 0.08 0.08
Cumulative Proportion 0.14 0.26 0.38 0.48 0.58 0.67 0.75 0.84 0.92 1.00

Shap Values