## corrplot 0.92 loaded##
## Attaching package: 'ggplot2'## The following objects are masked from 'package:psych':
##
## %+%, alpha## here() starts at /Users/fearon/Desktop## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr 1.1.0 ✔ stringr 1.5.0
## ✔ forcats 1.0.0 ✔ tibble 3.1.8
## ✔ lubridate 1.9.2 ✔ tidyr 1.3.0
## ✔ purrr 1.0.1
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ ggplot2::%+%() masks psych::%+%()
## ✖ ggplot2::alpha() masks psych::alpha()
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
## ℹ Use the ]8;;http://conflicted.r-lib.org/conflicted package]8;; to force all conflicts to become errors
##
## Attaching package: 'GPArotation'
##
##
## The following objects are masked from 'package:psych':
##
## equamax, variminEmotions in the Validates PANAS Scales:
Positive Affect:
Scoring:
Positive Affect Score: Sum scores can range from 10
– 50, with higher scores representing higher levels of positive
affect.
Mean Scores: 33.3 (SD±7.2) << This estimate is from the scale
authors for reference
Negative Affect Score: Sum scores can range from 10
– 50, with lower scores representing lower levels of negative
affect.
Mean Score: 17.4 (SD ± 6.2) << This estimate is from the scale
authors for reference
Distressed.
Guilty. Upset. Scared. Hostile. Irritable. Jittery. Afraid. Ashamed.
Nervous.
Excited. Interested. Determined. Alert. Inspired. Active.
Attentive.
Enthusiastic. Proud. Strong.
Hopeful 2_pos_hopeful Purposeful 3_pos_purposeful Happy 4_pos_happy Sad 6_neg_sad Angry 7_neg_angry
## `summarise()` has grouped output by 'Pilot', 'Group', 'Composite_Type'. You can
## override using the `.groups` argument.## # A tibble: 12 × 7
## # Groups: Pilot, Group, Composite_Type [6]
## Pilot Group Composite_Type Timepoint Mean SD SE
## <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl>
## 1 Pilot 1 control Row Sums Post 29.2 10.1 0.707
## 2 Pilot 1 control Row Sums Pre 28.6 9.58 0.672
## 3 Pilot 1 obligation Row Sums Post 29.4 9.91 0.628
## 4 Pilot 1 obligation Row Sums Pre 28.7 9.16 0.580
## 5 Pilot 1 opportunity Row Sums Post 29.4 9.16 0.584
## 6 Pilot 1 opportunity Row Sums Pre 28.5 9.09 0.580
## 7 Pilot 2 control Row Sums Post 31.5 9.70 0.684
## 8 Pilot 2 control Row Sums Pre 31.3 9.44 0.666
## 9 Pilot 2 obligation Row Sums Post 31.2 10.2 0.646
## 10 Pilot 2 obligation Row Sums Pre 31.3 9.78 0.619
## 11 Pilot 2 opportunity Row Sums Post 32.0 10.1 0.639
## 12 Pilot 2 opportunity Row Sums Pre 31.1 9.38 0.593## `summarise()` has grouped output by 'Pilot', 'Group', 'Composite_Type'. You can
## override using the `.groups` argument.## # A tibble: 12 × 7
## # Groups: Pilot, Group, Composite_Type [6]
## Pilot Group Composite_Type Timepoint Mean SD SE
## <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl>
## 1 Pilot 1 control Row Sums Post 13.3 5.68 0.399
## 2 Pilot 1 control Row Sums Pre 13.7 6.26 0.440
## 3 Pilot 1 obligation Row Sums Post 12.5 5.27 0.334
## 4 Pilot 1 obligation Row Sums Pre 12.7 5.09 0.323
## 5 Pilot 1 opportunity Row Sums Post 13.4 6.40 0.408
## 6 Pilot 1 opportunity Row Sums Pre 13.6 6.23 0.397
## 7 Pilot 2 control Row Sums Post 13.5 6.50 0.458
## 8 Pilot 2 control Row Sums Pre 13.8 6.12 0.432
## 9 Pilot 2 obligation Row Sums Post 13.4 6.11 0.386
## 10 Pilot 2 obligation Row Sums Pre 13.8 6.29 0.398
## 11 Pilot 2 opportunity Row Sums Post 12.5 4.75 0.300
## 12 Pilot 2 opportunity Row Sums Pre 12.9 4.85 0.307##
## Reliability analysis
## Call: psych::alpha(x = pa_pre_df)
##
## raw_alpha std.alpha G6(smc) average_r S/N ase mean sd median_r
## 0.95 0.95 0.95 0.57 18 0.0021 3 0.95 0.61
##
## 95% confidence boundaries
## lower alpha upper
## Feldt 0.94 0.95 0.95
## Duhachek 0.94 0.95 0.95
##
## Reliability if an item is dropped:
## raw_alpha std.alpha G6(smc) average_r S/N alpha se
## pre_1_pos_inspired 0.94 0.94 0.95 0.57 16 0.0023
## pre_2_pos_hopeful 0.94 0.94 0.95 0.57 16 0.0023
## pre_3_pos_purposeful 0.94 0.94 0.95 0.57 16 0.0023
## pre_4_pos_happy 0.94 0.94 0.95 0.57 16 0.0023
## pre_9_pos_interested 0.94 0.94 0.95 0.57 16 0.0023
## pre_10_pos_excited 0.94 0.94 0.95 0.58 16 0.0022
## pre_12_pos_strong 0.94 0.94 0.95 0.57 16 0.0023
## pre_15_pos_enthusiastic 0.94 0.94 0.94 0.56 16 0.0023
## pre_16_pos_proud 0.94 0.94 0.95 0.57 16 0.0023
## pre_18_pos_alert 0.95 0.95 0.95 0.60 18 0.0020
## pre_21_pos_determined 0.94 0.94 0.95 0.57 16 0.0022
## pre_22_pos_attentive 0.95 0.95 0.95 0.60 18 0.0021
## pre_24_pos_active 0.94 0.94 0.95 0.57 16 0.0022
## var.r med.r
## pre_1_pos_inspired 0.0122 0.60
## pre_2_pos_hopeful 0.0126 0.60
## pre_3_pos_purposeful 0.0140 0.60
## pre_4_pos_happy 0.0126 0.60
## pre_9_pos_interested 0.0145 0.61
## pre_10_pos_excited 0.0115 0.60
## pre_12_pos_strong 0.0130 0.60
## pre_15_pos_enthusiastic 0.0122 0.60
## pre_16_pos_proud 0.0121 0.60
## pre_18_pos_alert 0.0083 0.63
## pre_21_pos_determined 0.0143 0.61
## pre_22_pos_attentive 0.0105 0.63
## pre_24_pos_active 0.0143 0.62
##
## Item statistics
## n raw.r std.r r.cor r.drop mean sd
## pre_1_pos_inspired 1399 0.83 0.82 0.81 0.79 2.6 1.3
## pre_2_pos_hopeful 1399 0.83 0.82 0.81 0.79 3.0 1.3
## pre_3_pos_purposeful 1399 0.80 0.81 0.79 0.77 3.1 1.2
## pre_4_pos_happy 1399 0.81 0.81 0.80 0.77 3.1 1.2
## pre_9_pos_interested 1399 0.80 0.81 0.79 0.77 3.4 1.1
## pre_10_pos_excited 1399 0.78 0.77 0.76 0.73 2.3 1.3
## pre_12_pos_strong 1399 0.83 0.83 0.82 0.80 2.8 1.3
## pre_15_pos_enthusiastic 1399 0.85 0.84 0.84 0.82 2.7 1.3
## pre_16_pos_proud 1399 0.82 0.82 0.80 0.78 2.6 1.3
## pre_18_pos_alert 1399 0.58 0.59 0.55 0.52 3.5 1.2
## pre_21_pos_determined 1399 0.79 0.79 0.77 0.75 3.3 1.2
## pre_22_pos_attentive 1399 0.62 0.64 0.60 0.57 3.9 1.0
## pre_24_pos_active 1399 0.78 0.78 0.76 0.74 2.9 1.3
##
## Non missing response frequency for each item
## 1 2 3 4 5 miss
## pre_1_pos_inspired 0.25 0.23 0.25 0.17 0.10 0
## pre_2_pos_hopeful 0.15 0.20 0.28 0.23 0.14 0
## pre_3_pos_purposeful 0.12 0.18 0.30 0.26 0.14 0
## pre_4_pos_happy 0.12 0.21 0.28 0.26 0.13 0
## pre_9_pos_interested 0.06 0.14 0.31 0.32 0.18 0
## pre_10_pos_excited 0.35 0.27 0.19 0.13 0.07 0
## pre_12_pos_strong 0.18 0.21 0.29 0.20 0.11 0
## pre_15_pos_enthusiastic 0.21 0.25 0.26 0.18 0.10 0
## pre_16_pos_proud 0.30 0.19 0.26 0.16 0.09 0
## pre_18_pos_alert 0.08 0.11 0.26 0.35 0.20 0
## pre_21_pos_determined 0.11 0.17 0.25 0.28 0.18 0
## pre_22_pos_attentive 0.03 0.07 0.21 0.38 0.30 0
## pre_24_pos_active 0.18 0.21 0.29 0.20 0.12 0##
## Reliability analysis
## Call: psych::alpha(x = pa_post_df)
##
## raw_alpha std.alpha G6(smc) average_r S/N ase mean sd median_r
## 0.96 0.96 0.96 0.62 22 0.0017 3.1 1 0.65
##
## 95% confidence boundaries
## lower alpha upper
## Feldt 0.95 0.96 0.96
## Duhachek 0.95 0.96 0.96
##
## Reliability if an item is dropped:
## raw_alpha std.alpha G6(smc) average_r S/N alpha se
## post_1_pos_inspired 0.95 0.95 0.96 0.62 19 0.0019
## post_2_pos_hopeful 0.95 0.95 0.96 0.62 19 0.0019
## post_3_pos_purposeful 0.95 0.95 0.96 0.62 19 0.0019
## post_4_pos_happy 0.95 0.95 0.96 0.62 20 0.0019
## post_9_pos_interested 0.95 0.95 0.96 0.62 20 0.0019
## post_10_pos_excited 0.95 0.95 0.96 0.62 20 0.0019
## post_12_pos_strong 0.95 0.95 0.96 0.62 20 0.0019
## post_15_pos_enthusiastic 0.95 0.95 0.96 0.62 19 0.0019
## post_16_pos_proud 0.95 0.95 0.96 0.62 20 0.0019
## post_18_pos_alert 0.96 0.96 0.96 0.65 23 0.0016
## post_21_pos_determined 0.95 0.95 0.96 0.62 20 0.0019
## post_22_pos_attentive 0.96 0.96 0.96 0.64 22 0.0017
## post_24_pos_active 0.95 0.95 0.96 0.63 20 0.0018
## var.r med.r
## post_1_pos_inspired 0.012 0.64
## post_2_pos_hopeful 0.012 0.64
## post_3_pos_purposeful 0.013 0.65
## post_4_pos_happy 0.012 0.65
## post_9_pos_interested 0.014 0.66
## post_10_pos_excited 0.011 0.65
## post_12_pos_strong 0.013 0.64
## post_15_pos_enthusiastic 0.012 0.64
## post_16_pos_proud 0.011 0.65
## post_18_pos_alert 0.007 0.68
## post_21_pos_determined 0.014 0.66
## post_22_pos_attentive 0.011 0.68
## post_24_pos_active 0.014 0.68
##
## Item statistics
## n raw.r std.r r.cor r.drop mean sd
## post_1_pos_inspired 1399 0.86 0.86 0.85 0.84 2.9 1.3
## post_2_pos_hopeful 1399 0.86 0.86 0.85 0.83 3.1 1.3
## post_3_pos_purposeful 1399 0.85 0.85 0.84 0.82 3.2 1.2
## post_4_pos_happy 1399 0.84 0.83 0.82 0.81 3.1 1.3
## post_9_pos_interested 1399 0.83 0.83 0.82 0.80 3.4 1.1
## post_10_pos_excited 1399 0.82 0.82 0.81 0.79 2.5 1.3
## post_12_pos_strong 1399 0.84 0.84 0.82 0.81 2.8 1.3
## post_15_pos_enthusiastic 1399 0.86 0.85 0.85 0.83 2.8 1.3
## post_16_pos_proud 1399 0.83 0.83 0.81 0.80 2.7 1.3
## post_18_pos_alert 1399 0.61 0.62 0.58 0.55 3.5 1.2
## post_21_pos_determined 1399 0.82 0.82 0.80 0.79 3.3 1.2
## post_22_pos_attentive 1399 0.68 0.69 0.66 0.63 3.8 1.1
## post_24_pos_active 1399 0.80 0.80 0.77 0.76 2.9 1.3
##
## Non missing response frequency for each item
## 1 2 3 4 5 miss
## post_1_pos_inspired 0.19 0.22 0.26 0.22 0.12 0
## post_2_pos_hopeful 0.14 0.20 0.25 0.25 0.16 0
## post_3_pos_purposeful 0.12 0.17 0.29 0.26 0.17 0
## post_4_pos_happy 0.14 0.20 0.27 0.24 0.15 0
## post_9_pos_interested 0.07 0.13 0.31 0.31 0.18 0
## post_10_pos_excited 0.30 0.24 0.22 0.16 0.08 0
## post_12_pos_strong 0.20 0.21 0.28 0.20 0.12 0
## post_15_pos_enthusiastic 0.22 0.21 0.25 0.19 0.11 0
## post_16_pos_proud 0.27 0.21 0.24 0.17 0.11 0
## post_18_pos_alert 0.08 0.11 0.27 0.33 0.21 0
## post_21_pos_determined 0.10 0.16 0.27 0.28 0.19 0
## post_22_pos_attentive 0.04 0.08 0.25 0.36 0.27 0
## post_24_pos_active 0.17 0.19 0.30 0.22 0.12 0##
## Reliability analysis
## Call: psych::alpha(x = na_pre_df)
##
## raw_alpha std.alpha G6(smc) average_r S/N ase mean sd median_r
## 0.93 0.93 0.94 0.54 14 0.0026 1.3 0.58 0.54
##
## 95% confidence boundaries
## lower alpha upper
## Feldt 0.93 0.93 0.94
## Duhachek 0.93 0.93 0.94
##
## Reliability if an item is dropped:
## raw_alpha std.alpha G6(smc) average_r S/N alpha se var.r
## pre_5_neg_distressed 0.92 0.93 0.93 0.53 13 0.0029 0.0080
## pre_6_neg_sad 0.93 0.93 0.94 0.54 13 0.0028 0.0083
## pre_7_neg_angry 0.93 0.93 0.93 0.54 13 0.0028 0.0087
## pre_8_neg_guilty 0.93 0.93 0.94 0.55 14 0.0027 0.0082
## pre_11_neg_upset 0.92 0.93 0.93 0.53 12 0.0030 0.0079
## pre_13_neg_scared 0.92 0.93 0.93 0.53 13 0.0029 0.0073
## pre_14_neg_hostile 0.93 0.93 0.94 0.55 14 0.0027 0.0083
## pre_17_neg_irritable 0.93 0.93 0.94 0.55 13 0.0027 0.0093
## pre_19_neg_ashamed 0.93 0.93 0.93 0.55 13 0.0028 0.0090
## pre_20_neg_nervous 0.93 0.93 0.94 0.54 13 0.0028 0.0087
## pre_23_neg_jittery 0.93 0.93 0.94 0.56 14 0.0026 0.0073
## pre_25_neg_afraid 0.92 0.93 0.93 0.53 13 0.0029 0.0074
## med.r
## pre_5_neg_distressed 0.53
## pre_6_neg_sad 0.54
## pre_7_neg_angry 0.54
## pre_8_neg_guilty 0.56
## pre_11_neg_upset 0.51
## pre_13_neg_scared 0.54
## pre_14_neg_hostile 0.55
## pre_17_neg_irritable 0.55
## pre_19_neg_ashamed 0.54
## pre_20_neg_nervous 0.54
## pre_23_neg_jittery 0.56
## pre_25_neg_afraid 0.54
##
## Item statistics
## n raw.r std.r r.cor r.drop mean sd
## pre_5_neg_distressed 1399 0.83 0.82 0.81 0.79 1.4 0.86
## pre_6_neg_sad 1399 0.79 0.78 0.75 0.73 1.5 0.91
## pre_7_neg_angry 1399 0.75 0.76 0.74 0.71 1.2 0.64
## pre_8_neg_guilty 1399 0.69 0.70 0.67 0.63 1.2 0.66
## pre_11_neg_upset 1399 0.84 0.84 0.84 0.81 1.3 0.79
## pre_13_neg_scared 1399 0.82 0.82 0.82 0.78 1.3 0.73
## pre_14_neg_hostile 1399 0.68 0.70 0.66 0.63 1.2 0.61
## pre_17_neg_irritable 1399 0.75 0.74 0.71 0.68 1.5 0.83
## pre_19_neg_ashamed 1399 0.74 0.74 0.72 0.69 1.2 0.69
## pre_20_neg_nervous 1399 0.78 0.76 0.74 0.72 1.5 0.90
## pre_23_neg_jittery 1399 0.66 0.65 0.60 0.58 1.4 0.79
## pre_25_neg_afraid 1399 0.82 0.82 0.81 0.78 1.3 0.73
##
## Non missing response frequency for each item
## 1 2 3 4 5 miss
## pre_5_neg_distressed 0.74 0.14 0.08 0.03 0.01 0
## pre_6_neg_sad 0.72 0.16 0.07 0.04 0.02 0
## pre_7_neg_angry 0.86 0.09 0.03 0.01 0.01 0
## pre_8_neg_guilty 0.84 0.11 0.03 0.02 0.01 0
## pre_11_neg_upset 0.80 0.12 0.05 0.03 0.01 0
## pre_13_neg_scared 0.85 0.09 0.04 0.02 0.01 0
## pre_14_neg_hostile 0.87 0.08 0.04 0.01 0.01 0
## pre_17_neg_irritable 0.69 0.20 0.08 0.03 0.01 0
## pre_19_neg_ashamed 0.85 0.09 0.04 0.01 0.01 0
## pre_20_neg_nervous 0.70 0.18 0.07 0.03 0.02 0
## pre_23_neg_jittery 0.74 0.17 0.06 0.03 0.01 0
## pre_25_neg_afraid 0.83 0.10 0.04 0.02 0.01 0##
## Reliability analysis
## Call: psych::alpha(x = na_post_df)
##
## raw_alpha std.alpha G6(smc) average_r S/N ase mean sd median_r
## 0.94 0.94 0.95 0.56 15 0.0024 1.3 0.58 0.55
##
## 95% confidence boundaries
## lower alpha upper
## Feldt 0.93 0.94 0.94
## Duhachek 0.93 0.94 0.94
##
## Reliability if an item is dropped:
## raw_alpha std.alpha G6(smc) average_r S/N alpha se var.r
## post_5_neg_distressed 0.93 0.93 0.94 0.55 14 0.0028 0.0082
## post_6_neg_sad 0.93 0.93 0.94 0.56 14 0.0026 0.0083
## post_7_neg_angry 0.93 0.93 0.94 0.56 14 0.0026 0.0078
## post_8_neg_guilty 0.93 0.94 0.94 0.57 15 0.0025 0.0080
## post_11_neg_upset 0.93 0.93 0.94 0.55 14 0.0027 0.0082
## post_13_neg_scared 0.93 0.93 0.94 0.55 14 0.0027 0.0070
## post_14_neg_hostile 0.93 0.93 0.94 0.56 14 0.0026 0.0085
## post_17_neg_irritable 0.93 0.93 0.94 0.56 14 0.0026 0.0087
## post_19_neg_ashamed 0.93 0.94 0.94 0.57 15 0.0026 0.0085
## post_20_neg_nervous 0.93 0.93 0.94 0.56 14 0.0026 0.0086
## post_23_neg_jittery 0.94 0.94 0.95 0.58 15 0.0025 0.0077
## post_25_neg_afraid 0.93 0.93 0.94 0.55 13 0.0027 0.0072
## med.r
## post_5_neg_distressed 0.53
## post_6_neg_sad 0.55
## post_7_neg_angry 0.55
## post_8_neg_guilty 0.56
## post_11_neg_upset 0.53
## post_13_neg_scared 0.54
## post_14_neg_hostile 0.56
## post_17_neg_irritable 0.55
## post_19_neg_ashamed 0.55
## post_20_neg_nervous 0.55
## post_23_neg_jittery 0.56
## post_25_neg_afraid 0.54
##
## Item statistics
## n raw.r std.r r.cor r.drop mean sd
## post_5_neg_distressed 1399 0.84 0.83 0.82 0.80 1.4 0.83
## post_6_neg_sad 1399 0.78 0.77 0.74 0.72 1.4 0.89
## post_7_neg_angry 1399 0.75 0.76 0.73 0.70 1.2 0.64
## post_8_neg_guilty 1399 0.70 0.71 0.67 0.64 1.3 0.68
## post_11_neg_upset 1399 0.84 0.83 0.82 0.80 1.3 0.80
## post_13_neg_scared 1399 0.83 0.83 0.83 0.80 1.2 0.71
## post_14_neg_hostile 1399 0.75 0.76 0.74 0.70 1.2 0.60
## post_17_neg_irritable 1399 0.77 0.76 0.74 0.71 1.4 0.84
## post_19_neg_ashamed 1399 0.72 0.73 0.70 0.67 1.2 0.64
## post_20_neg_nervous 1399 0.79 0.78 0.76 0.73 1.4 0.87
## post_23_neg_jittery 1399 0.68 0.68 0.64 0.62 1.3 0.75
## post_25_neg_afraid 1399 0.84 0.84 0.84 0.80 1.2 0.71
##
## Non missing response frequency for each item
## 1 2 3 4 5 miss
## post_5_neg_distressed 0.78 0.12 0.06 0.03 0.02 0
## post_6_neg_sad 0.75 0.14 0.06 0.03 0.02 0
## post_7_neg_angry 0.86 0.08 0.03 0.02 0.01 0
## post_8_neg_guilty 0.83 0.11 0.04 0.02 0.01 0
## post_11_neg_upset 0.81 0.11 0.04 0.02 0.02 0
## post_13_neg_scared 0.86 0.07 0.04 0.01 0.01 0
## post_14_neg_hostile 0.88 0.07 0.04 0.01 0.01 0
## post_17_neg_irritable 0.74 0.16 0.06 0.03 0.01 0
## post_19_neg_ashamed 0.85 0.09 0.03 0.01 0.01 0
## post_20_neg_nervous 0.74 0.16 0.06 0.03 0.02 0
## post_23_neg_jittery 0.78 0.14 0.04 0.03 0.01 0
## post_25_neg_afraid 0.86 0.08 0.03 0.02 0.01 0## `summarise()` has grouped output by 'Pilot', 'Group', 'Composite_Type'. You can
## override using the `.groups` argument.## # A tibble: 12 × 7
## # Groups: Pilot, Group, Composite_Type [6]
## Pilot Group Composite_Type Timepoint Mean SD SE
## <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl>
## 1 Pilot 1 control Row Means Post 2.88 0.993 0.0697
## 2 Pilot 1 control Row Means Pre 2.92 1.00 0.0702
## 3 Pilot 1 obligation Row Means Post 2.94 0.937 0.0594
## 4 Pilot 1 obligation Row Means Pre 2.93 0.978 0.0620
## 5 Pilot 1 opportunity Row Means Post 2.92 0.902 0.0575
## 6 Pilot 1 opportunity Row Means Pre 2.92 0.933 0.0595
## 7 Pilot 2 control Row Means Post 3.15 0.969 0.0684
## 8 Pilot 2 control Row Means Pre 3.14 0.974 0.0687
## 9 Pilot 2 obligation Row Means Post 3.12 1.02 0.0644
## 10 Pilot 2 obligation Row Means Pre 3.14 1.01 0.0638
## 11 Pilot 2 opportunity Row Means Post 3.17 0.995 0.0629
## 12 Pilot 2 opportunity Row Means Pre 3.17 0.992 0.0627## `summarise()` has grouped output by 'Pilot', 'Group', 'Composite_Type'. You can
## override using the `.groups` argument.## # A tibble: 12 × 7
## # Groups: Pilot, Group, Composite_Type [6]
## Pilot Group Composite_Type Timepoint Mean SD SE
## <chr> <chr> <chr> <chr> <dbl> <dbl> <dbl>
## 1 Pilot 1 control Row Means Post 1.35 0.594 0.0417
## 2 Pilot 1 control Row Means Pre 1.36 0.614 0.0431
## 3 Pilot 1 obligation Row Means Post 1.27 0.515 0.0326
## 4 Pilot 1 obligation Row Means Pre 1.26 0.513 0.0325
## 5 Pilot 1 opportunity Row Means Post 1.35 0.612 0.0390
## 6 Pilot 1 opportunity Row Means Pre 1.37 0.658 0.0419
## 7 Pilot 2 control Row Means Post 1.36 0.628 0.0443
## 8 Pilot 2 control Row Means Pre 1.37 0.640 0.0451
## 9 Pilot 2 obligation Row Means Post 1.36 0.621 0.0393
## 10 Pilot 2 obligation Row Means Pre 1.36 0.618 0.0391
## 11 Pilot 2 opportunity Row Means Post 1.26 0.469 0.0297
## 12 Pilot 2 opportunity Row Means Pre 1.26 0.467 0.0295