Codebook PSY 5960

Metadata

Description

Dataset name: SCORE dataset for PSY 5960 workflow project

Select data from the SCORE dataset (Moin Syed) to be used in the PSY 5960 workflow project

Metadata for search engines

• Temporal Coverage: Fall 2020

• Spatial Coverage: Online

• Date published: 2020-12-17

• Creator:

name	value
1	Linh Nguyen

x age ethnic_cat liveus gender_f gender_o sexualo_o schooling socialclass usborn usbornp politics religion rse_1 rse_2R rse_3 rse_4 rse_5R rse_6R rse_7 rse_8R rse_9R rse_10 epsi_1 epsi_2 epsi_3 epsi_4 epsi_5 epsi_6 epsi_7 epsi_8 epsi_9 epsi_10 epsi_11 epsi_12 bfas_1R bfas_2R bfas_3 bfas_4 bfas_5 bfas_6 bfas_7 bfas_8R bfas_9 bfas_10 bfas_11 bfas_12 bfas_13R bfas_14R bfas_15R bfas_16R bfas_17R bfas_18 bfas_19 bfas_20 bfas_21R bfas_22 bfas_23R bfas_24R bfas_25 bfas_26 bfas_27 bfas_28 bfas_29R bfas_30 bfas_31 bfas_32R bfas_33R bfas_34R bfas_35 bfas_36R bfas_37R bfas_38 bfas_39 bfas_40 bfas_41R bfas_42 bfas_43 bfas_44 bfas_45R bfas_46 bfas_47 bfas_48R bfas_49R bfas_50R bfas_51 bfas_52R bfas_53R bfas_54R bfas_55R bfas_56R bfas_57 bfas_58 bfas_59 bfas_60R bfas_61 bfas_62R bfas_63 bfas_64R bfas_65 bfas_66 bfas_67R bfas_68R bfas_69 bfas_70 bfas_71R bfas_72 bfas_73 bfas_74 bfas_75 bfas_76R bfas_77R bfas_78R bfas_79R bfas_80R bfas_81 bfas_82R bfas_83R bfas_84 bfas_85R bfas_86 bfas_87R bfas_88 bfas_89 bfas_90R bfas_91 bfas_92 bfas_93R bfas_94 bfas_95 bfas_96 bfas_97R bfas_98 bfas_99R bfas_100 dids_1 dids_2 dids_3 dids_4 dids_5 dids_6 dids_7 dids_8 dids_9 dids_10 dids_11 dids_12 dids_13 dids_14 dids_15 dids_16 dids_17 dids_18 dids_19 dids_20 dids_21 dids_22 dids_23 dids_24 dids_25 k10_1 k10_2 k10_3 k10_4 k10_5 k10_6 k10_7 k10_8 k10_9 k10_10 rse_selfesteem rse_positive rse_negative epsi_confusion epsi_coherence bfas_agreeableness bfas_conscientiousness bfas_extraversion bfas_neuroticism bfas_opennessdomain bfas_assertiveness bfas_compassion bfas_enthusiasm bfas_industriousness bfas_intellect bfas_opennessaspect bfas_orderliness bfas_politeness bfas_volatility bfas_withdrawal dids_commitmaking dids_commitid dids_explorebreadth dids_exploredepth dids_explorerum k10_distress

Variables

age

Distribution

Distribution of values for age

1 missing values.

Summary statistics

name	data_type	n_missing	complete_rate	min	median	max	mean	sd	hist	label
age	numeric	1	0.9992063	18	25	30	24.41303	3.873725	<U+2586><U+2583><U+2586><U+2585><U+2587>	NA

ethnic_cat

Which of the following races/ethnicities do you most identify with? - Selected Choice

Distribution

Distribution of values for ethnic_cat

0 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
ethnic_cat	Which of the following races/ethnicities do you most identify with? - Selected Choice	haven_labelled	0	1	1	2	7	3.333333	2.625711	4	<U+2587><U+2587><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587>

Value labels

Response choices

name	value
white	1
black	2
other	6
latino	7

liveus

Do you live in the U.S.?

Distribution

Distribution of values for liveus

0 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
liveus	Do you live in the U.S.?	haven_labelled	0	1	1	1	1	1	0	2	<U+2581><U+2581><U+2581><U+2587><U+2581><U+2581><U+2581><U+2581>

Value labels

Response choices

name	value
No	0
Yes	1

gender_f

Gender Coded as Factor

Distribution

Distribution of values for gender_f

15 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
gender_f	Gender Coded as Factor	haven_labelled	15	0.9880952	1	1	3	1.285141	0.4892536	3	<U+2587><U+2581><U+2581><U+2583><U+2581><U+2581><U+2581><U+2581>

Value labels

Response choices

name	value
female	1
male	2
nonbinary	3

gender_o

I identify my gender as: (please specify)

Distribution

Distribution of values for gender_o

0 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace
gender_o	I identify my gender as: (please specify)	character	0	1	75	3	0	35	0

sexualo_o

I identify my sexual orientation as: (please specify)

Distribution

Distribution of values for sexualo_o

1 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	n_unique	empty	min	max	whitespace
sexualo_o	I identify my sexual orientation as: (please specify)	character	1	0.9992063	154	6	0	51	0

schooling

What is your level of schooling?

Distribution

Distribution of values for schooling

2 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
schooling	What is your level of schooling?	haven_labelled	2	0.9984127	1	3	7	3.662162	1.86186	7	<U+2581><U+2587><U+2582><U+2582><U+2581><U+2582><U+2583><U+2581>

Value labels

Response choices

name	value
did not complete high school	1
high school graduate	2
currently attending two-yr college	3
currently attending four-yr college	4
two-year college grad	5
4-yr college grad	6
grad/professional degree	7

socialclass

Which of the following best describes your social class background?

Distribution

Distribution of values for socialclass

2 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
socialclass	Which of the following best describes your social class background?	haven_labelled	2	0.9984127	1	2	5	2.452305	0.9736539	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2582><U+2581><U+2581>

Value labels

Response choices

name	value
low-income/poor	1
working class/lower middle class	2
middle class	3
upper middle class	4
upper class	5

usborn

Were you born in the U.S.?

Distribution

Distribution of values for usborn

3 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
usborn	Were you born in the U.S.?	haven_labelled	3	0.997619	0	1	1	0.9236277	0.2656986	2	<U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587>

Value labels

Response choices

name	value
No	0
Yes	1

usbornp

Were your parents born in the U.S.?

Distribution

Distribution of values for usbornp

2 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
usbornp	Were your parents born in the U.S.?	haven_labelled	2	0.9984127	1	3	3	2.494436	0.7899836	3	<U+2582><U+2581><U+2581><U+2582><U+2581><U+2581><U+2581><U+2587>

Value labels

Response choices

name	value
neither parent U.S. born	1
one parent U.S. born	2
both parents U.S. born	3

politics

Which of the following best describes how you would label your political views?

Distribution

Distribution of values for politics

4 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
politics	Which of the following best describes how you would label your political views?	haven_labelled	4	0.9968254	1	4	7	3.469745	1.632062	7	<U+2583><U+2583><U+2582><U+2587><U+2581><U+2581><U+2582><U+2581>

Value labels

Response choices

name	value
extremely liberal	1
liberal	2
slightly liberal	3
moderate, middle of the road	4
slightly conservative	5
conservative	6
extremely conservative	7

religion

How would you describe your religious views?

Distribution

Distribution of values for religion

2 missing values.

Summary statistics

name	label	data_type	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
religion	How would you describe your religious views?	haven_labelled	2	0.9984127	1	2	4	2.297297	1.088309	4	<U+2587><U+2581><U+2587><U+2581><U+2581><U+2586><U+2581><U+2585>

Value labels

Response choices

name	value
not at all religious	1
a little religious	2
fairly religious	3
very religious	4

Scale: rse_selfesteem

Overview

Reliability: .

Missing: 4.

Likert plot of scale rse_selfesteem items

Distribution of scale rse_selfesteem

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	rse_1, rse_2R, rse_3, rse_4, rse_5R, rse_6R, rse_7, rse_8R, rse_9R & rse_10
Observations:	1256
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.91
Omega (hierarchical):	0.72
Revelle’s Omega (total):	0.91
Greatest Lower Bound (GLB):	0.92
Coefficient H:	0.88
Coefficient Alpha:	0.87

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

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Eigen values

4.711, 1.528, 0.66, 0.608, 0.545, 0.477, 0.437, 0.391, 0.341 & 0.302

Factor analysis (reproducing only shared variance)

	ML1	ML2
rse_1	0.039	0.710
rse_2R	0.783	-0.003
rse_3	-0.009	0.737
rse_4	-0.077	0.713
rse_5R	0.683	0.032
rse_6R	0.830	-0.005
rse_7	-0.057	0.690
rse_8R	0.629	-0.085
rse_9R	0.710	0.074
rse_10	0.123	0.730

Component analysis (reproducing full covariance matrix)

	TC1	TC2
rse_1	0.082	0.733
rse_2R	0.805	0.029
rse_3	0.004	0.800
rse_4	-0.084	0.805
rse_5R	0.751	0.040
rse_6R	0.824	0.042
rse_7	-0.068	0.787
rse_8R	0.777	-0.159
rse_9R	0.764	0.090
rse_10	0.187	0.721

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
rse_1	2.99920382165605	3	0.713146775953511	0.844480180912205	1	0.0238283868331716	1	2	4	4	-0.626634999822526	-0.108211078946862	0.146496815286624	1256	0	1256
rse_2R	2.31608280254777	2	0.97331882660441	0.986569220381627	1	0.0278376610278293	1	1	3	4	0.2917548671005	-0.926142909984359	0.117834394904459	1256	0	1256
rse_3	3.23885350318471	3	0.519795975334331	0.72096877556128	1	0.0203433109112815	1	2	4	4	-0.789144659294045	0.615814754256356	0.191480891719745	1256	0	1256
rse_4	3.17834394904459	3	0.524343390768138	0.724115592131628	1	0.0204321034776746	1	2	4	4	-0.649932451714225	0.311768532076868	0.171974522292994	1256	0	1256
rse_5R	2.6671974522293	3	0.93616616337199	0.96755680110885	1	0.0273011945821908	1	2	4	4	-0.22440031082383	-0.914464502004091	0.134554140127389	1256	0	1256
rse_6R	2.3343949044586	2	1.00522242241226	1.00260781086737	1	0.0282902160397661	1	1	3	4	0.314740548438259	-0.956422959022452	0.109872611464968	1256	0	1256
rse_7	3.08041401273885	3	0.628588194990738	0.792835540948271	1	0.0223711490119226	1	2	4	4	-0.662920263884712	0.12847668156783	0.157245222929936	1256	0	1256
rse_8R	2.14968152866242	2	0.979968025985231	0.989933344213251	2	0.0279325852733315	1	1	3	4	0.50144438424497	-0.770286529164761	0.148089171974522	1256	0	1256
rse_9R	2.79856687898089	3	1.03110551424874	1.01543365822132	2	0.0286521182597603	1	2	4	4	-0.361873913588304	-0.993986918948441	0.150079617834395	1256	0	1256
rse_10	2.99761146496815	3	0.767324967645342	0.875970871459401	2	0.0247169480723374	1	2	4	4	-0.522552961522612	-0.495963778114398	0.161624203821656	1256	0	1256

Scattermatrix

Scatterplot

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Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
rse_1	On the whole, I am satisfied with myself.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	0	1.0000000	1	3	4	3.000794	0.8450196	4	<U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2585>
rse_2R	At times, I think I am no good at all.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	4	2.315079	0.9859673	4	<U+2585><U+2581><U+2587><U+2581><U+2581><U+2585><U+2581><U+2583>
rse_3	I feel that I have a number of good qualities.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	1	0.9992063	1	3	4	3.239079	0.7204912	4	<U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2586>
rse_4	I am able to do things as well as most other people.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	0	1.0000000	1	3	4	3.179365	0.7237399	4	<U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2586>
rse_5R	I feel I do not have much to be proud of.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	4	2.666402	0.9668137	4	<U+2583><U+2581><U+2586><U+2581><U+2581><U+2587><U+2581><U+2585>
rse_6R	I certainly feel useless at times.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	4	2.335714	1.0039607	4	<U+2585><U+2581><U+2587><U+2581><U+2581><U+2585><U+2581><U+2583>
rse_7	I feel that I’m a person of worth, at least on an equal plane with others.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	0	1.0000000	1	3	4	3.079365	0.7941723	4	<U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2585>
rse_8R	I wish I could have more respect for myself.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	4	2.150794	0.9905628	4	<U+2586><U+2581><U+2587><U+2581><U+2581><U+2583><U+2581><U+2583>
rse_9R	All in all, I am inclined to feel that I am a failure.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	4	2.796032	1.0155973	4	<U+2583><U+2581><U+2586><U+2581><U+2581><U+2587><U+2581><U+2587>
rse_10	I take a positive attitude toward myself.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	2	0.9984127	1	3	4	2.997615	0.8752737	4	<U+2581><U+2581><U+2585><U+2581><U+2581><U+2587><U+2581><U+2586>

Scale: rse_positive

Overview

Reliability: .

Missing: 3.

Likert plot of scale rse_positive items

Distribution of scale rse_positive

Reliability details

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Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	rse_1, rse_3, rse_4, rse_7 & rse_10
Observations:	1257
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.86
Omega (hierarchical):	0.77
Revelle’s Omega (total):	0.86
Greatest Lower Bound (GLB):	0.83
Coefficient H:	0.85
Coefficient Alpha:	0.84

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

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Eigen values

3.063, 0.615, 0.546, 0.443 & 0.334

Factor analysis (reproducing only shared variance)

	ML1
rse_1	0.743
rse_3	0.722
rse_4	0.659
rse_7	0.651
rse_10	0.809

Component analysis (reproducing full covariance matrix)

	PC1
rse_1	0.788
rse_3	0.795
rse_4	0.752
rse_7	0.742
rse_10	0.833

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
rse_1	3	3	0.713375796178344	0.844615768369466	1	0.0238227309702674	1	2	4	4	-0.627339594324411	-0.108439407982998	0.146778042959427	1257	0	1257
rse_3	3.23866348448687	3	0.519427511667148	0.720713196540169	1	0.0203280085819892	1	2	4	4	-0.788591331311027	0.61723483780579	0.191328560063644	1257	0	1257
rse_4	3.17820206841687	3	0.523951223467056	0.723844750942532	1	0.0204163353464661	1	2	4	4	-0.649566373721104	0.313577194722897	0.171837708830549	1257	0	1257
rse_7	3.08035003977725	3	0.628092871005174	0.792523104398335	1	0.0223534362142572	1	2	4	4	-0.662933619157692	0.130702910244133	0.157120127287192	1257	0	1257
rse_10	2.99761336515513	3	0.766714044661995	0.875622090094805	2	0.0246972768744556	1	2	4	4	-0.522766961228823	-0.493962118256108	0.161495624502784	1257	0	1257

Scattermatrix

Scatterplot

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Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
rse_1	On the whole, I am satisfied with myself.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	0	1.0000000	1	3	4	3.000794	0.8450196	4	<U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2585>
rse_3	I feel that I have a number of good qualities.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	1	0.9992063	1	3	4	3.239079	0.7204912	4	<U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2586>
rse_4	I am able to do things as well as most other people.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	0	1.0000000	1	3	4	3.179365	0.7237399	4	<U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2586>
rse_7	I feel that I’m a person of worth, at least on an equal plane with others.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	0	1.0000000	1	3	4	3.079365	0.7941723	4	<U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2585>
rse_10	I take a positive attitude toward myself.	haven_labelled	1. strongly disagree, 2. disagree, 3. agree, 4. strongly agree	2	0.9984127	1	3	4	2.997615	0.8752737	4	<U+2581><U+2581><U+2585><U+2581><U+2581><U+2587><U+2581><U+2586>

Scale: rse_negative

Overview

Reliability: .

Missing: 1.

Likert plot of scale rse_negative items

Distribution of scale rse_negative

Reliability details

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Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	rse_2R, rse_5R, rse_6R, rse_8R & rse_9R
Observations:	1259
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.87
Omega (hierarchical):	0.78
Revelle’s Omega (total):	0.87
Greatest Lower Bound (GLB):	0.86
Coefficient H:	0.87
Coefficient Alpha:	0.85

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

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Eigen values

3.13, 0.645, 0.502, 0.4 & 0.324

Factor analysis (reproducing only shared variance)

	ML1
rse_2R	0.779
rse_5R	0.707
rse_6R	0.822
rse_8R	0.577
rse_9R	0.756

Component analysis (reproducing full covariance matrix)

	PC1
rse_2R	0.822
rse_5R	0.780
rse_6R	0.847
rse_8R	0.678
rse_9R	0.818

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
rse_2R	2.31532962668785	2	0.972825229097714	0.98631903007988	1	0.0277974237396012	1	1	3	4	0.291921796249796	-0.925388889129698	0.117950754567117	1259	0	1259
rse_5R	2.66640190627482	3	0.934728776339765	0.96681372370264	1	0.0272477057984449	1	2	4	4	-0.222399262318751	-0.913400924748006	0.135027799841144	1259	0	1259
rse_6R	2.33598093725179	2	1.00864869915938	1.00431503979547	1	0.0283046051813359	1	1	3	4	0.313041096017336	-0.962620243952445	0.110007942811755	1259	0	1259
rse_8R	2.15091342335187	2	0.981976509986602	0.990947279115596	2	0.0279278616564361	1	1	3	4	0.499420199050545	-0.775659945141234	0.14813343923749	1259	0	1259
rse_9R	2.79666401906275	3	1.03175356826714	1.01575271019434	2	0.0286269529825797	1	2	4	4	-0.359841201012159	-0.995884213695882	0.149722001588562	1259	0	1259

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
rse_2R	At times, I think I am no good at all.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	4	2.315079	0.9859673	4	<U+2585><U+2581><U+2587><U+2581><U+2581><U+2585><U+2581><U+2583>
rse_5R	I feel I do not have much to be proud of.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	4	2.666402	0.9668137	4	<U+2583><U+2581><U+2586><U+2581><U+2581><U+2587><U+2581><U+2585>
rse_6R	I certainly feel useless at times.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	4	2.335714	1.0039607	4	<U+2585><U+2581><U+2587><U+2581><U+2581><U+2585><U+2581><U+2583>
rse_8R	I wish I could have more respect for myself.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	4	2.150794	0.9905628	4	<U+2586><U+2581><U+2587><U+2581><U+2581><U+2583><U+2581><U+2583>
rse_9R	All in all, I am inclined to feel that I am a failure.	haven_labelled	4. strongly disagree, 3. disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	4	2.796032	1.0155973	4	<U+2583><U+2581><U+2586><U+2581><U+2581><U+2587><U+2581><U+2587>

Scale: epsi_confusion

Overview

Reliability: .

Missing: 0.

Likert plot of scale epsi_confusion items

Distribution of scale epsi_confusion

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	epsi_1, epsi_3, epsi_7, epsi_10, epsi_11 & epsi_12
Observations:	1260
Positive correlations:	15
Number of correlations:	15
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.84
Omega (hierarchical):	0.74
Revelle’s Omega (total):	0.84
Greatest Lower Bound (GLB):	0.84
Coefficient H:	0.83
Coefficient Alpha:	0.79

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

2.997, 0.925, 0.739, 0.524, 0.414 & 0.401

Factor analysis (reproducing only shared variance)

	ML1
epsi_1	0.560
epsi_3	0.754
epsi_7	0.689
epsi_10	0.750
epsi_11	0.271
epsi_12	0.697

Component analysis (reproducing full covariance matrix)

	PC1
epsi_1	0.660
epsi_3	0.808
epsi_7	0.750
epsi_10	0.799
epsi_11	0.360
epsi_12	0.760

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
epsi_1	3.26428571428571	3	1.39554635198003	1.18133244769626	2	0.0332802714806448	1	2	4	5	-0.267965005829221	-0.790406496758182	0.136904761904762	1260	0	1260
epsi_3	3.30714285714286	3	1.48541359355498	1.21877544837225	2	0.0343351085250154	1	2	4	5	-0.368554916768107	-0.813208932909542	0.119047619047619	1260	0	1260
epsi_7	3.01269841269841	3	1.76631995662973	1.32902970494633	2	0.0374411703265325	1	2	4	5	-0.0192214431720455	-1.14882394965176	0.11031746031746	1260	0	1260
epsi_10	2.72619047619048	3	1.79073527743107	1.33818357389077	2	0.0376990513693865	1	2	4	5	0.216056905929659	-1.15838247601458	0.118253968253968	1260	0	1260
epsi_11	3.18730158730159	3	1.49944148164958	1.22451683600087	2	0.0344968537977612	1	2	4	5	-0.215358695811824	-0.925127737369388	0.126190476190476	1260	0	1260
epsi_12	3.04920634920635	3	1.59090485015823	1.26131076668608	2	0.0355334053666542	1	2	4	5	-0.0403688331270329	-1.00771918433774	0.114285714285714	1260	0	1260

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
epsi_1	I change my opinion of myself a lot	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	3.264286	1.181332	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
epsi_3	I feel mixed up	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	3.307143	1.218775	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
epsi_7	I can’t decide what I want to do with my life	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	3.012698	1.329030	5	<U+2586><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586>
epsi_10	I don’t really know who I am	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	2.726190	1.338184	5	<U+2587><U+2587><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
epsi_11	I work to keep up a certain image when I’m with people	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	3.187302	1.224517	5	<U+2583><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
epsi_12	I don’t really feel involved	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	3.049206	1.261311	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>

Scale: epsi_coherence

Overview

Reliability: .

Missing: 0.

Likert plot of scale epsi_coherence items

Distribution of scale epsi_coherence

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	epsi_2, epsi_4, epsi_5, epsi_6, epsi_8 & epsi_9
Observations:	1260
Positive correlations:	15
Number of correlations:	15
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.86
Omega (hierarchical):	0.71
Revelle’s Omega (total):	0.86
Greatest Lower Bound (GLB):	0.85
Coefficient H:	0.82
Coefficient Alpha:	0.80

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.073, 0.845, 0.626, 0.541, 0.505 & 0.409

Factor analysis (reproducing only shared variance)

	ML1
epsi_2	0.631
epsi_4	0.670
epsi_5	0.592
epsi_6	0.760
epsi_8	0.489
epsi_9	0.710

Component analysis (reproducing full covariance matrix)

	PC1
epsi_2	0.714
epsi_4	0.744
epsi_5	0.671
epsi_6	0.795
epsi_8	0.581
epsi_9	0.767

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
epsi_2	3.60714285714286	4	1.35864631793941	1.16560984807928	2	0.0328373374152555	1	3	5	5	-0.553896174430977	-0.559083944409293	0.129365079365079	1260	0	1260
epsi_4	3.82063492063492	4	1.02260801593605	1.01124082984028	2	0.0284884829964902	1	3	5	5	-0.75696176072792	0.143410413391585	0.136111111111111	1260	0	1260
epsi_5	3.01587301587302	3	1.52794482897739	1.23610065487297	2	0.03482319092462	1	2	4	5	-0.0251081247872983	-0.979040395794977	0.11984126984127	1260	0	1260
epsi_6	3.81031746031746	4	1.07677988325327	1.03768004859556	2	0.0292333236039143	1	3	5	5	-0.810929665149304	0.232446542665197	0.137698412698413	1260	0	1260
epsi_8	3.95555555555556	4	1.05600564822169	1.02762135449868	2	0.0289499520001479	1	3	5	5	-1.00187370135536	0.71522917886863	0.173809523809524	1260	0	1260
epsi_9	3.86428571428571	4	1.14360036309997	1.06939252059287	2	0.0301267212917971	1	3	5	5	-0.848034362051132	0.175668431154468	0.161904761904762	1260	0	1260

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
epsi_2	I’ve got a clear idea of what I want to be	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	4	5	3.607143	1.165610	5	<U+2582><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
epsi_4	The important things in life are clear to me	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	4	5	3.820635	1.011241	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
epsi_5	I’ve got it together	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	3	5	3.015873	1.236101	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
epsi_6	I know what kind of person I am	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	4	5	3.810318	1.037680	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
epsi_8	I have a strong sense of what it means to be a person of my gender	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	4	5	3.955556	1.027621	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>
epsi_9	I like myself and am proud of what I stand for	haven_labelled	1. strongly disagree, 2. disagree, 3. neutral, 4. agree, 5. strongly agree	0	1	1	4	5	3.864286	1.069392	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2587>

Scale: bfas_agreeableness

Overview

Reliability: .

Missing: 9.

Likert plot of scale bfas_agreeableness items

Distribution of scale bfas_agreeableness

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_7, bfas_2R, bfas_12, bfas_17R, bfas_22, bfas_27, bfas_32R, bfas_37R, bfas_42, bfas_47, bfas_52R, bfas_57, bfas_62R, bfas_67R, bfas_72, bfas_77R, bfas_82R, bfas_87R, bfas_92 & bfas_97R
Observations:	1251
Positive correlations:	180
Number of correlations:	190
Percentage positive correlations:	95

Estimates assuming interval level

Omega (total):	0.87
Omega (hierarchical):	0.68
Revelle’s Omega (total):	0.87
Greatest Lower Bound (GLB):	0.90
Coefficient H:	0.88
Coefficient Alpha:	0.84

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

5.422, 2.634, 1.428, 1.064, 0.858, 0.786, 0.733, 0.709, 0.687, 0.672, 0.608, 0.599, 0.549, 0.54, 0.508, 0.476, 0.466, 0.44, 0.417 & 0.403

Factor analysis (reproducing only shared variance)

	ML1	ML2	ML3	ML4
bfas_7	0.169	0.355	-0.052	-0.422
bfas_2R	0.240	0.249	-0.090	0.362
bfas_12	-0.073	0.663	0.038	-0.004
bfas_17R	0.652	-0.018	-0.022	0.001
bfas_22	-0.011	0.691	0.077	-0.010
bfas_27	0.094	0.199	0.370	0.011
bfas_32R	0.437	0.174	-0.129	0.314
bfas_37R	0.772	-0.064	0.030	-0.071
bfas_42	0.038	0.705	0.082	0.012
bfas_47	-0.018	0.115	0.571	0.031
bfas_52R	0.428	0.137	-0.088	0.266
bfas_57	0.087	0.147	0.465	0.007
bfas_62R	0.563	0.198	-0.177	0.077
bfas_67R	0.696	0.035	-0.009	-0.148
bfas_72	-0.100	0.656	-0.075	0.059
bfas_77R	0.727	-0.050	0.060	0.001
bfas_82R	0.573	0.093	-0.078	0.076
bfas_87R	0.617	-0.127	0.109	0.069
bfas_92	0.096	0.573	0.042	-0.066
bfas_97R	0.476	-0.033	0.064	0.163

Component analysis (reproducing full covariance matrix)

	TC1	TC2	TC3	TC4
bfas_7	0.129	0.231	-0.068	0.810
bfas_2R	0.323	0.413	-0.130	-0.392
bfas_12	-0.087	0.720	0.081	0.067
bfas_17R	0.709	-0.040	-0.001	0.046
bfas_22	-0.018	0.722	0.133	0.074
bfas_27	0.095	0.165	0.603	-0.056
bfas_32R	0.532	0.286	-0.151	-0.277
bfas_37R	0.789	-0.102	0.056	0.112
bfas_42	0.042	0.731	0.131	0.056
bfas_47	-0.038	0.064	0.742	-0.045
bfas_52R	0.519	0.238	-0.107	-0.282
bfas_57	0.083	0.087	0.692	-0.032
bfas_62R	0.621	0.237	-0.172	-0.023
bfas_67R	0.723	-0.033	-0.002	0.274
bfas_72	-0.108	0.765	-0.070	0.011
bfas_77R	0.767	-0.074	0.077	0.024
bfas_82R	0.636	0.119	-0.073	-0.052
bfas_87R	0.698	-0.164	0.127	-0.010
bfas_92	0.083	0.609	0.089	0.181
bfas_97R	0.573	-0.021	0.085	-0.174

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_7	3.88089528377298	4	1.00260271782574	1.00130051324552	2	0.0283097336872574	1	3	5	5	-0.775080935635534	0.18306278731097	0.151878497202238	1251	0	1251
bfas_2R	3.36770583533173	4	1.58468425259792	1.25884242564267	2	0.0355912069880532	1	2	5	5	-0.385327912289452	-0.898650541641501	0.105915267785771	1251	0	1251
bfas_12	3.96402877697842	4	0.967505035971223	0.983618338570008	1	0.0278098061935096	1	3	5	5	-0.99896029032995	0.784093129688281	0.162270183852918	1251	0	1251
bfas_17R	3.77298161470823	4	1.43482142286171	1.19784031609464	2	0.0338664965211944	1	3	5	5	-0.697401256990192	-0.490406725298544	0.139488409272582	1251	0	1251
bfas_22	3.93445243804956	4	0.888500079936051	0.942602821943607	2	0.0266501759552556	1	3	5	5	-0.919677645779468	0.812609615552845	0.145483613109512	1251	0	1251
bfas_27	3.81614708233413	4	1.12297106314948	1.05970329014752	2	0.0299609533149523	1	3	5	5	-0.832240208272772	0.166533571609291	0.14308553157474	1251	0	1251
bfas_32R	3.44204636290967	4	1.45963868904876	1.20815507657285	1	0.0341581253761918	1	3	5	5	-0.409241384373172	-0.7620602535064	0.120303756994404	1251	0	1251
bfas_37R	3.89928057553957	4	1.46984748201439	1.21237266630949	2	0.0342773691403434	1	2	5	5	-0.915295067412845	-0.205507267904348	0.141486810551559	1251	0	1251
bfas_42	3.96962430055955	4	1.00547657873701	1.00273455048533	2	0.0283502781709759	1	3	5	5	-0.97390415842477	0.588419929401494	0.17066346922462	1251	0	1251
bfas_47	3.50519584332534	4	1.12057298161471	1.05857119817928	1	0.0299289457191242	1	3	5	5	-0.508116262580607	-0.192012228873744	0.150679456434852	1251	0	1251
bfas_52R	3.37010391686651	3	1.32771350919265	1.15226451355262	1	0.0325779334819469	1	2	4	5	-0.290757531160375	-0.679159121419567	0.143485211830536	1251	0	1251
bfas_57	3.50359712230216	4	1.13658705035971	1.06610836708081	1	0.0301420438265711	1	3	5	5	-0.493446368939809	-0.362118335304694	0.130295763389289	1251	0	1251
bfas_62R	3.6554756195044	4	1.33800799360512	1.15672295455961	2	0.0327039868254723	1	3	5	5	-0.674685315083078	-0.370469962231089	0.130295763389289	1251	0	1251
bfas_67R	3.810551558753	4	1.49608057553957	1.2231437264441	2	0.0345818989392465	1	2	5	5	-0.753863005027072	-0.502554718476392	0.135091926458833	1251	0	1251
bfas_72	3.69624300559552	4	1.08045787370104	1.03945075578453	1	0.029388354133464	1	3	5	5	-0.669373989060103	-0.0657622624102524	0.113109512390088	1251	0	1251
bfas_77R	3.85771382893685	4	1.48533844924061	1.2187446201894	2	0.0344575231650557	1	3	5	5	-0.794026831859144	-0.432327014328879	0.122701838529177	1251	0	1251
bfas_82R	3.82334132693845	4	1.33276674660272	1.15445517305901	2	0.0326398699200144	1	3	5	5	-0.84219629576261	-0.119460931023236	0.170263788968825	1251	0	1251
bfas_87R	3.36051159072742	3	1.75712741806555	1.32556682896999	3	0.0374777036627776	1	2	5	5	-0.277659208458787	-1.09802822446556	0.113908872901679	1251	0	1251
bfas_92	3.89528377298161	4	0.937025739408473	0.968000898454373	2	0.0273682548663088	1	3	5	5	-0.80178015772194	0.284679410898217	0.143884892086331	1251	0	1251
bfas_97R	3.1382893685052	3	1.43606075139888	1.19835752236087	2	0.0338811194755069	1	2	4	5	-0.0721832341323983	-0.876503518888004	0.119104716227018	1251	0	1251

Scattermatrix

Scatterplot

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Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_7	Respect authority.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.882540	0.9998474	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_2R	Am not interested in other people’s problems.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.360317	1.2611428	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_12	Feel others’ emotions.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.965846	0.9821667	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_17R	Believe that I am better than others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.763492	1.2054683	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2586><U+2581><U+2587>
bfas_22	Inquire about others’ well-being.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.933333	0.9458744	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_27	Hate to seem pushy.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.819555	1.0591267	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_32R	Can’t be bothered with other’s needs.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.432883	1.2110641	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_37R	Take advantage of others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.889595	1.2191026	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2586><U+2581><U+2587>
bfas_42	Sympathize with others’ feelings.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.970588	1.0027455	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>
bfas_47	Avoid imposing my will on others.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.506359	1.0562724	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_52R	Am indifferent to the feelings of others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.365079	1.1544931	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_57	Rarely put people under pressure.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.503968	1.0676037	5	<U+2581><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_62R	Take no time for others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	4	5	3.649444	1.1589658	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_67R	Insult people.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.804607	1.2263448	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2586><U+2581><U+2587>
bfas_72	Take an interest in other people’s lives.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.699762	1.0391807	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_77R	Seek conflict.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.851469	1.2215685	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2585><U+2581><U+2587>
bfas_82R	Don’t have a soft side.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.814932	1.1596965	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>
bfas_87R	Love a good fight.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.352941	1.3281405	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2587>
bfas_92	Like to do things for others.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.895071	0.9673054	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_97R	Am out for my own personal gain.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.130262	1.2003699	5	<U+2582><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>

Scale: bfas_conscientiousness

Overview

Reliability: .

Missing: 10.

Likert plot of scale bfas_conscientiousness items

Distribution of scale bfas_conscientiousness

Reliability details

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Scale diagnosis

Reliability (internal consistency) estimates

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Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_3, bfas_8R, bfas_13R, bfas_18, bfas_23R, bfas_28, bfas_33R, bfas_38, bfas_43, bfas_48R, bfas_53R, bfas_58, bfas_63, bfas_68R, bfas_73, bfas_78R, bfas_83R, bfas_88, bfas_93R & bfas_98
Observations:	1250
Positive correlations:	177
Number of correlations:	190
Percentage positive correlations:	93

Estimates assuming interval level

Omega (total):	0.85
Omega (hierarchical):	0.66
Revelle’s Omega (total):	0.85
Greatest Lower Bound (GLB):	0.89
Coefficient H:	0.87
Coefficient Alpha:	0.83

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

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Eigen values

5.099, 2.501, 1.718, 0.92, 0.874, 0.849, 0.794, 0.751, 0.718, 0.663, 0.62, 0.594, 0.575, 0.531, 0.508, 0.496, 0.486, 0.461, 0.422 & 0.419

Factor analysis (reproducing only shared variance)

	ML1	ML2	ML3
bfas_3	0.220	0.493	-0.159
bfas_8R	0.530	0.043	0.255
bfas_13R	0.687	0.045	0.006
bfas_18	-0.092	0.505	0.212
bfas_23R	0.682	0.067	0.095
bfas_28	0.182	0.521	0.008
bfas_33R	0.674	0.060	0.058
bfas_38	0.147	0.566	-0.078
bfas_43	0.315	0.495	-0.174
bfas_48R	0.230	-0.057	0.475
bfas_53R	0.426	0.036	0.328
bfas_58	-0.232	0.554	0.229
bfas_63	0.170	0.519	-0.162
bfas_68R	0.204	0.027	0.502
bfas_73	0.150	0.426	-0.364
bfas_78R	0.288	0.082	0.418
bfas_83R	0.647	-0.076	-0.103
bfas_88	-0.091	0.466	-0.055
bfas_93R	0.651	-0.030	-0.039
bfas_98	-0.183	0.611	0.150

Component analysis (reproducing full covariance matrix)

	TC1	TC2	TC3
bfas_3	0.320	0.483	-0.214
bfas_8R	0.549	0.046	0.328
bfas_13R	0.733	0.019	0.047
bfas_18	-0.111	0.612	0.227
bfas_23R	0.718	0.048	0.145
bfas_28	0.260	0.539	-0.025
bfas_33R	0.713	0.040	0.109
bfas_38	0.239	0.573	-0.127
bfas_43	0.426	0.462	-0.212
bfas_48R	0.166	-0.008	0.637
bfas_53R	0.424	0.056	0.437
bfas_58	-0.268	0.672	0.220
bfas_63	0.270	0.515	-0.226
bfas_68R	0.141	0.093	0.655
bfas_73	0.274	0.390	-0.464
bfas_78R	0.255	0.135	0.546
bfas_83R	0.729	-0.142	-0.068
bfas_88	-0.072	0.546	-0.125
bfas_93R	0.725	-0.082	0.003
bfas_98	-0.189	0.712	0.117

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_3	3.7424	4	0.910370536429143	0.954133395510891	1	0.0269869677648919	1	3	5	5	-0.712651314662443	0.326568981125363	0.1152	1250	0	1250
bfas_8R	3.272	3	1.52403522818255	1.23451821703146	2	0.034917448110451	1	2	4	5	-0.246540883105387	-0.988083086887338	0.1072	1250	0	1250
bfas_13R	3.1104	3	1.53944339471577	1.24074308167153	2	0.0350935138704094	1	2	4	5	-0.0212027954505135	-1.02490496843426	0.122	1250	0	1250
bfas_18	3.7536	4	0.952849319455565	0.976140010170449	1	0.0276094088231612	1	3	5	5	-0.634193558323602	0.0718220482221334	0.1216	1250	0	1250
bfas_23R	3.1208	3	1.54264147317854	1.24203118848866	2	0.0351299470330206	1	2	4	5	-0.0667405882154811	-1.02176343330504	0.124	1250	0	1250
bfas_28	3.6664	4	1.17204867894315	1.0826119706262	2	0.0306208906329408	1	3	5	5	-0.517941541243843	-0.472297430768646	0.126	1250	0	1250
bfas_33R	3.088	3	1.56150520416333	1.24960201830956	2	0.0353440824372435	1	2	4	5	-0.0138648617274266	-1.03245966731114	0.1212	1250	0	1250
bfas_38	3.6176	4	1.19552666132906	1.09340141820333	1	0.0309260622948226	1	3	5	5	-0.697570874185605	-0.154686880098024	0.1032	1250	0	1250
bfas_43	3.8256	4	0.999183987189752	0.999591910326285	2	0.0282727287284373	1	3	5	5	-0.724563313606017	0.102858388799786	0.1364	1250	0	1250
bfas_48R	3.1464	3	1.58223282626101	1.25786836603081	2	0.035577890058417	1	2	4	5	-0.134929749349041	-1.0519786195072	0.1128	1250	0	1250
bfas_53R	3.4128	4	1.32825876701361	1.15250109197936	1	0.0325976534985402	1	3	5	5	-0.383684198051042	-0.668478202325695	0.1292	1250	0	1250
bfas_58	3.9432	4	0.881478943154524	0.938871100393725	2	0.0265552848699391	1	3	5	5	-0.712361703671893	0.0788826666220636	0.156	1250	0	1250
bfas_63	3.5968	4	1.02224755804644	1.01106258859006	1	0.0285971685038423	1	3	5	5	-0.474581643989737	-0.350380279936027	0.1268	1250	0	1250
bfas_68R	3.168	3	1.56022417934347	1.24908934001675	2	0.0353295817053469	1	2	4	5	-0.157220426737905	-1.00390757182362	0.1216	1250	0	1250
bfas_73	3.2368	3	1.32738767013611	1.1521231141402	2	0.0325869626708119	1	2	4	5	-0.140727438345691	-0.873802625566829	0.134	1250	0	1250
bfas_78R	3.5488	4	1.47599935948759	1.21490714027352	2	0.0343627630959746	1	3	5	5	-0.507031841096686	-0.692561153422492	0.1308	1250	0	1250
bfas_83R	2.8432	3	1.41174315452362	1.18816798245182	2	0.0336064655032167	1	2	4	5	0.230558166458202	-0.851850401294264	0.1328	1250	0	1250
bfas_88	3.568	4	0.94212970376301	0.970633660946812	1	0.0274536657481366	1	3	5	5	-0.521068893974011	0.0871714056107577	0.1572	1250	0	1250
bfas_93R	2.7264	3	1.56959871897518	1.25283626981948	2	0.0354355608842324	1	2	4	5	0.270259391273031	-1.00621127942626	0.102	1250	0	1250
bfas_98	3.7872	4	0.971493354683747	0.985643624584336	2	0.0278782116310749	1	3	5	5	-0.594042178239876	-0.114187659011549	0.1288	1250	0	1250

Scattermatrix

Scatterplot

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Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_3	Carry out my plans.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.742857	0.9526876	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_8R	Leave my belongings around.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.265290	1.2377839	5	<U+2582><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_13R	Waste my time.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.104051	1.2435427	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_18	Like order.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.752381	0.9782150	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_23R	Find it difficult to get down to work.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.115873	1.2410386	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_28	Keep things tidy.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.667196	1.0800824	5	<U+2581><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_33R	Mess things up.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.082605	1.2512026	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_38	Follow a schedule.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.617157	1.0968481	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2583>
bfas_43	Finish what I start.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.821287	1.0026949	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_48R	Am not bothered by messy people.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.142176	1.2575844	5	<U+2583><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_53R	Don’t put my mind on the task at hand.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.408730	1.1518897	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_58	Want everything to be “just right.”	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.942017	0.9405066	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_63	Get things done quickly.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.602381	1.0121552	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_68R	Am not bothered by disorder.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	3	0.9976190	1	3	5	3.165473	1.2497075	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_73	Always know what I am doing.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.237490	1.1521703	5	<U+2582><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_78R	Dislike routine.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.541700	1.2161345	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2587>
bfas_83R	Postpone decisions.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.838633	1.1893998	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2585><U+2581><U+2583>
bfas_88	See that rules are observed.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.570747	0.9722496	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_93R	Am easily distracted.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.723370	1.2518031	5	<U+2585><U+2587><U+2581><U+2585><U+2581><U+2585><U+2581><U+2582>
bfas_98	Want every detail taken care of.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.791898	0.9853769	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>

Scale: bfas_extraversion

Overview

Reliability: .

Missing: 5.

Likert plot of scale bfas_extraversion items

Distribution of scale bfas_extraversion

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_4, bfas_9, bfas_14R, bfas_19, bfas_24R, bfas_29R, bfas_34R, bfas_39, bfas_44, bfas_49R, bfas_54R, bfas_59, bfas_64R, bfas_69, bfas_74, bfas_79R, bfas_84, bfas_89, bfas_94 & bfas_99R
Observations:	1255
Positive correlations:	175
Number of correlations:	190
Percentage positive correlations:	92

Estimates assuming interval level

Omega (total):	0.88
Omega (hierarchical):	0.43
Revelle’s Omega (total):	0.88
Greatest Lower Bound (GLB):	0.88
Coefficient H:	0.87
Coefficient Alpha:	0.84

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

5.166, 2.687, 1.676, 1.17, 0.823, 0.777, 0.752, 0.687, 0.68, 0.629, 0.609, 0.588, 0.543, 0.514, 0.5, 0.491, 0.468, 0.438, 0.43 & 0.372

Factor analysis (reproducing only shared variance)

	ML1	ML2	ML3	ML4
bfas_4	0.409	0.303	0.234	-0.176
bfas_9	0.789	-0.041	-0.044	0.101
bfas_14R	-0.059	0.708	0.017	0.030
bfas_19	0.571	-0.138	0.137	0.097
bfas_24R	-0.039	0.602	0.021	0.135
bfas_29R	0.154	0.204	0.115	0.471
bfas_34R	-0.077	0.600	-0.106	0.077
bfas_39	0.556	-0.017	0.176	-0.054
bfas_44	0.345	0.379	0.167	-0.317
bfas_49R	0.372	0.136	-0.132	0.494
bfas_54R	-0.200	0.118	0.240	0.448
bfas_59	0.703	0.041	0.027	0.053
bfas_64R	-0.116	0.214	0.303	0.425
bfas_69	0.444	-0.083	0.174	-0.073
bfas_74	0.112	0.077	0.559	-0.070
bfas_79R	0.171	0.100	-0.049	0.452
bfas_84	0.130	0.010	0.632	0.073
bfas_89	0.648	-0.022	0.040	-0.069
bfas_94	-0.022	-0.059	0.729	0.017
bfas_99R	0.203	0.050	-0.038	0.443

Component analysis (reproducing full covariance matrix)

	TC1	TC4	TC2	TC3
bfas_4	0.458	-0.184	0.347	0.270
bfas_9	0.795	0.146	-0.046	-0.031
bfas_14R	-0.069	0.038	0.782	0.043
bfas_19	0.643	0.146	-0.172	0.125
bfas_24R	-0.042	0.145	0.701	0.021
bfas_29R	0.165	0.558	0.204	0.119
bfas_34R	-0.080	0.058	0.755	-0.156
bfas_39	0.631	-0.042	-0.022	0.187
bfas_44	0.386	-0.357	0.449	0.213
bfas_49R	0.384	0.569	0.153	-0.182
bfas_54R	-0.282	0.577	0.071	0.344
bfas_59	0.743	0.086	0.041	0.027
bfas_64R	-0.155	0.508	0.205	0.379
bfas_69	0.537	-0.069	-0.109	0.181
bfas_74	0.126	-0.077	0.064	0.681
bfas_79R	0.197	0.589	0.085	-0.112
bfas_84	0.173	0.074	0.014	0.687
bfas_89	0.720	-0.064	-0.011	0.021
bfas_94	0.014	0.014	-0.079	0.809
bfas_99R	0.226	0.594	0.009	-0.082

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_4	3.44621513944223	4	1.48015910838305	1.21661789744482	1	0.0343425340956952	1	3	5	5	-0.434751574907977	-0.749766962116019	0.117529880478088	1255	0	1255
bfas_9	3.46533864541833	4	1.21709906784346	1.10322212987388	1	0.0311416129007239	1	3	5	5	-0.402782412355363	-0.54897526739637	0.135059760956175	1255	0	1255
bfas_14R	2.8804780876494	3	1.59814331191978	1.26417693062316	2	0.0356850243894149	1	2	4	5	0.121264545118366	-1.06315803721824	0.112749003984064	1255	0	1255
bfas_19	3.75139442231076	4	1.14867229646009	1.07176130573001	2	0.0302535407885934	1	3	5	5	-0.559522919115175	-0.441166650876371	0.144621513944223	1255	0	1255
bfas_24R	2.6	2	1.29760765550239	1.13912582952999	1	0.0321550979334456	1	1	3	5	0.428480734760215	-0.630430572225649	0.119521912350598	1255	0	1255
bfas_29R	3.2	3	1.4695374800638	1.21224481028536	2	0.0342190911517828	1	2	4	5	-0.156351111759089	-0.905740566099354	0.131474103585657	1255	0	1255
bfas_34R	2.57370517928287	2	1.28463498478177	1.13341739212956	1	0.0319939608940602	1	1	3	5	0.425914481013476	-0.637297845822057	0.117529880478088	1255	0	1255
bfas_39	3.34741035856574	3	1.21892271424668	1.1040483296698	1	0.0311649347626831	1	2	4	5	-0.297767728101121	-0.597610722941639	0.150996015936255	1255	0	1255
bfas_44	3.4398406374502	4	1.28804463168061	1.13492053980912	1	0.0320363915541257	1	3	5	5	-0.413117370238256	-0.604711609363757	0.129083665338645	1255	0	1255
bfas_49R	3.00478087649402	3	1.37158797028791	1.17114814190516	2	0.0330590196634126	1	2	4	5	0.0354680763649459	-0.849284169844819	0.125099601593625	1255	0	1255
bfas_54R	3.19282868525896	3	1.25943816440776	1.12224692666443	2	0.0316786424264405	1	2	4	5	-0.235435439864529	-0.735363275667527	0.141434262948207	1255	0	1255
bfas_59	3.61673306772908	4	1.25729553873819	1.12129190612355	1	0.0316516842290015	1	3	5	5	-0.599134761993761	-0.357682429205912	0.11792828685259	1255	0	1255
bfas_64R	3.26294820717131	3	1.54005350210005	1.24098892102228	2	0.0350304762260172	1	2	4	5	-0.26757424331449	-0.967915920328528	0.109561752988048	1255	0	1255
bfas_69	3.35458167330677	3	1.16842994846769	1.08093938242054	1	0.0305126183612145	1	2	4	5	-0.424693862563366	-0.416346963969928	0.148605577689243	1255	0	1255
bfas_74	3.91394422310757	4	0.908058992101768	0.952921293760281	2	0.0268989401604301	1	3	5	5	-0.907561949117607	0.727114868217487	0.141832669322709	1255	0	1255
bfas_79R	2.95776892430279	3	1.56520075995857	1.25107983756376	2	0.0353153213249676	1	2	4	5	0.0774019515035079	-1.02251552557255	0.124701195219124	1255	0	1255
bfas_84	3.75617529880478	4	1.02024692299383	1.01007273153661	2	0.0285122036218453	1	3	5	5	-0.571971734021999	-0.204044022749007	0.128286852589641	1255	0	1255
bfas_89	3.26533864541833	3	1.16957115715765	1.0814671317972	1	0.0305275156029861	1	2	4	5	-0.181810900323471	-0.660121693106158	0.154183266932271	1255	0	1255
bfas_94	3.88127490039841	4	1.01699358864383	1.0084610000609	2	0.0284667078722974	1	3	5	5	-0.802667500189356	0.236888914993182	0.152589641434263	1255	0	1255
bfas_99R	2.96892430278884	3	1.33635410511066	1.15600783090369	2	0.0326316409047413	1	2	4	5	-0.0262305589340184	-0.786677727734108	0.119123505976096	1255	0	1255

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_4	Make friends easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.446825	1.215938	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_9	Take charge.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.465079	1.104350	5	<U+2581><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_14R	Am hard to get to know.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.880763	1.263311	5	<U+2585><U+2587><U+2581><U+2586><U+2581><U+2586><U+2581><U+2583>
bfas_19	Have a strong personality.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.750596	1.072005	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2587>
bfas_24R	Keep others at a distance.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	5	2.599206	1.138048	5	<U+2583><U+2587><U+2581><U+2585><U+2581><U+2583><U+2581><U+2582>
bfas_29R	Lack the talent for influencing people.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.196982	1.212399	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_34R	Reveal little about myself.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	2	5	2.572677	1.132726	5	<U+2583><U+2587><U+2581><U+2585><U+2581><U+2583><U+2581><U+2581>
bfas_39	Know how to captivate people.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.345512	1.105954	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_44	Warm up quickly to others.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.439237	1.134830	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_49R	Wait for others to lead the way.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.001587	1.170866	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
bfas_54R	Rarely get caught up in the excitement.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.192064	1.122207	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_59	See myself as a good leader.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.613492	1.122650	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_64R	Am not a very enthusiastic person.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.263492	1.239578	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_69	Can talk others into doing things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.354249	1.082453	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_74	Show my feelings when I’m happy.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.912629	0.952108	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_79R	Hold back my opinions.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	2.954726	1.250888	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_84	Have a lot of fun.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.756156	1.009549	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_89	Am the first to act.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.265290	1.080759	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_94	Laugh a lot.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.881652	1.007668	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_99R	Do not have an assertive personality.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.967409	1.155274	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2582>

Scale: bfas_neuroticism

Overview

Reliability: .

Missing: 8.

Likert plot of scale bfas_neuroticism items

Distribution of scale bfas_neuroticism

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_6, bfas_1R, bfas_11, bfas_16R, bfas_21R, bfas_26, bfas_31, bfas_36R, bfas_41R, bfas_46, bfas_51, bfas_56R, bfas_61, bfas_66, bfas_71R, bfas_76R, bfas_81, bfas_86, bfas_91 & bfas_96
Observations:	1252
Positive correlations:	179
Number of correlations:	190
Percentage positive correlations:	94

Estimates assuming interval level

Omega (total):	0.91
Omega (hierarchical):	0.64
Revelle’s Omega (total):	0.91
Greatest Lower Bound (GLB):	0.92
Coefficient H:	0.92
Coefficient Alpha:	0.89

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

6.995, 2.227, 1.344, 0.892, 0.863, 0.812, 0.707, 0.663, 0.606, 0.59, 0.526, 0.507, 0.499, 0.477, 0.452, 0.438, 0.394, 0.379, 0.334 & 0.293

Factor analysis (reproducing only shared variance)

	ML1	ML2	ML3
bfas_6	0.780	0.049	-0.194
bfas_1R	-0.313	0.365	0.105
bfas_11	0.409	0.093	0.417
bfas_16R	0.038	0.676	-0.174
bfas_21R	0.085	0.459	0.296
bfas_26	0.748	0.086	-0.056
bfas_31	0.643	-0.083	0.163
bfas_36R	0.212	0.506	0.037
bfas_41R	-0.115	0.595	0.286
bfas_46	0.676	-0.012	0.076
bfas_51	0.285	0.155	0.349
bfas_56R	0.107	0.553	-0.115
bfas_61	0.538	0.038	0.370
bfas_66	0.646	0.060	0.139
bfas_71R	-0.097	0.553	0.231
bfas_76R	0.155	0.668	-0.144
bfas_81	0.443	0.068	0.356
bfas_86	0.706	0.095	-0.084
bfas_91	0.487	-0.085	0.324
bfas_96	0.669	0.011	-0.082

Component analysis (reproducing full covariance matrix)

	TC1	TC3	TC2
bfas_6	0.763	-0.022	0.151
bfas_1R	-0.446	0.181	0.390
bfas_11	0.175	0.674	-0.022
bfas_16R	0.131	-0.130	0.754
bfas_21R	-0.069	0.485	0.396
bfas_26	0.669	0.152	0.147
bfas_31	0.538	0.328	-0.086
bfas_36R	0.208	0.127	0.565
bfas_41R	-0.257	0.452	0.524
bfas_46	0.597	0.249	0.005
bfas_51	0.041	0.660	0.016
bfas_56R	0.206	-0.136	0.685
bfas_61	0.334	0.585	-0.025
bfas_66	0.540	0.329	0.064
bfas_71R	-0.234	0.409	0.498
bfas_76R	0.213	-0.035	0.714
bfas_81	0.252	0.592	-0.030
bfas_86	0.698	0.062	0.166
bfas_91	0.294	0.567	-0.185
bfas_96	0.700	0.013	0.085

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_6	2.90575079872204	3	1.58823228956771	1.2602508835814	2	0.0356167957827096	1	2	4	5	0.0219336402626708	-1.09521031490787	0.124201277955272	1252	0	1252
bfas_1R	3.10623003194888	3	1.54825851778641	1.24429036715166	2	0.0351657249192246	1	2	4	5	-0.0298242852753557	-0.992018327233386	0.113418530351438	1252	0	1252
bfas_11	3.50718849840256	4	1.49395308034722	1.22227373380402	1	0.0345434980721883	1	2	5	5	-0.590193426832847	-0.589432235658309	0.113418530351438	1252	0	1252
bfas_16R	3.1908945686901	3	1.50229911917112	1.22568312347487	2	0.0346398531211967	1	2	4	5	-0.258277739529736	-0.983636018130198	0.105830670926518	1252	0	1252
bfas_21R	2.34185303514377	2	1.39063701115785	1.17925273421682	2	0.0333276527380347	1	1	3	5	0.672685678776987	-0.420087226287173	0.137380191693291	1252	0	1252
bfas_26	3.04632587859425	3	1.67810799283896	1.29541807646758	2	0.0366106794161958	1	2	4	5	-0.0861398336079724	-1.14346908855028	0.114217252396166	1252	0	1252
bfas_31	2.78833865814696	3	1.5658750954508	1.25134930992541	2	0.0353652224371315	1	2	4	5	0.149854475274339	-1.0350617043907	0.117012779552716	1252	0	1252
bfas_36R	2.5279552715655	2	1.34614034012407	1.16023288184919	1	0.0327901199289561	1	1	3	5	0.445724485388665	-0.637114965652803	0.121006389776358	1252	0	1252
bfas_41R	3.29872204472843	3	1.77320380117631	1.33161698741654	2	0.0376337211260829	1	2	4	5	-0.281881744325446	-1.10928586929156	0.115415335463259	1252	0	1252
bfas_46	3.33785942492013	4	1.39894921123804	1.18277183397223	2	0.0334271083773526	1	2	5	5	-0.363455537506987	-0.775717609716831	0.117811501597444	1252	0	1252
bfas_51	3.84904153354633	4	1.20261298948062	1.09663712753154	2	0.030992797646791	1	3	5	5	-0.885950450975585	0.132478114556944	0.159744408945687	1252	0	1252
bfas_56R	2.67172523961661	3	1.31261316825134	1.14569331334845	2	0.0323792074282738	1	2	4	5	0.320740073362516	-0.756595313117416	0.123402555910543	1252	0	1252
bfas_61	3.0223642172524	3	1.58543069697597	1.25913887120364	2	0.0355853684547999	1	2	4	5	-0.058990352294118	-1.10169924191803	0.123402555910543	1252	0	1252
bfas_66	3.33626198083067	3	1.55670160357337	1.24767848565781	2	0.0352614788095757	1	2	4	5	-0.294797865284678	-0.959624710448389	0.111421725239617	1252	0	1252
bfas_71R	3.14776357827476	3	1.71995502639422	1.31147055872186	2	0.0370643493875522	1	2	4	5	-0.123113435823578	-1.16267139139141	0.114217252396166	1252	0	1252
bfas_76R	3.12220447284345	3	1.54620520835728	1.24346500085739	2	0.0351423986886052	1	2	4	5	-0.182571435531682	-1.04729702123637	0.111821086261981	1252	0	1252
bfas_81	3.3258785942492	3	1.46526101802264	1.21047966443995	2	0.0342101779646922	1	2	4	5	-0.319311390811908	-0.833656452193777	0.124600638977636	1252	0	1252
bfas_86	3.04552715654952	3	1.53829332699974	1.24027953583043	2	0.0350523721241993	1	2	4	5	-0.0889455859102007	-1.01623961055314	0.12220447284345	1252	0	1252
bfas_91	2.99361022364217	3	1.55711341469955	1.24784350569274	2	0.0352661425515026	1	2	4	5	0.0170349048858579	-1.04985887920288	0.123003194888179	1252	0	1252
bfas_96	3.06150159744409	3	1.432665369302	1.19694000238191	2	0.0338275244908715	1	2	4	5	-0.104571847817708	-0.960034748621289	0.123801916932907	1252	0	1252

Scattermatrix

Scatterplot

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Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_6	Get angry easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	3	5	2.911111	1.261656	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_1R	Seldom feel blue.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.104845	1.243156	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>
bfas_11	Am filled with doubts about things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.508730	1.220328	5	<U+2582><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_16R	Rarely get irritated.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.191270	1.223578	5	<U+2582><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_21R	Feel comfortable with myself.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	5	2.338095	1.178296	5	<U+2586><U+2587><U+2581><U+2585><U+2581><U+2582><U+2581><U+2582>
bfas_26	Get upset easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	3	5	3.050874	1.295222	5	<U+2585><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_31	Feel threatened easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	2.791104	1.252679	5	<U+2586><U+2587><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
bfas_36R	Keep my emotions under control.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	2	5	2.529786	1.159612	5	<U+2585><U+2587><U+2581><U+2586><U+2581><U+2583><U+2581><U+2582>
bfas_41R	Rarely feel depressed.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.293090	1.333454	5	<U+2583><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2587>
bfas_46	Change my mood a lot.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.339158	1.182201	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_51	Worry about things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.845909	1.097803	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_56R	Rarely lose my composure.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	2.669579	1.146136	5	<U+2583><U+2587><U+2581><U+2586><U+2581><U+2585><U+2581><U+2582>
bfas_61	Am easily discouraged.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.027800	1.258998	5	<U+2583><U+2587><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_66	Am a person whose moods go up and down easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.339158	1.245718	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_71R	Am not embarrassed easily.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.142176	1.313846	5	<U+2583><U+2587><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_76R	Am not easily annoyed.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.118442	1.244671	5	<U+2583><U+2586><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_81	Become overwhelmed by events.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.327244	1.211096	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_86	Get easily agitated.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.046068	1.240329	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_91	Am afraid of many things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	2.994440	1.245329	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_96	Can be stirred up easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.061954	1.197230	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>

Scale: bfas_opennessdomain

Overview

Reliability: .

Missing: 9.

Likert plot of scale bfas_opennessdomain items

Distribution of scale bfas_opennessdomain

Reliability details

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Scale diagnosis

Reliability (internal consistency) estimates

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Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_5, bfas_10, bfas_15R, bfas_20, bfas_25, bfas_30, bfas_35, bfas_40, bfas_45R, bfas_50R, bfas_55R, bfas_60R, bfas_65, bfas_70, bfas_75, bfas_80R, bfas_85R, bfas_90R, bfas_95 & bfas_100
Observations:	1251
Positive correlations:	171
Number of correlations:	190
Percentage positive correlations:	90

Estimates assuming interval level

Omega (total):	0.86
Omega (hierarchical):	0.42
Revelle’s Omega (total):	0.86
Greatest Lower Bound (GLB):	0.89
Coefficient H:	0.84
Coefficient Alpha:	0.81

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

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Eigen values

4.723, 2.526, 1.741, 1.143, 0.898, 0.842, 0.769, 0.718, 0.688, 0.641, 0.618, 0.61, 0.597, 0.585, 0.527, 0.519, 0.506, 0.465, 0.448 & 0.436

Factor analysis (reproducing only shared variance)

	ML1	ML3	ML4	ML2
bfas_5	0.657	-0.013	0.080	-0.011
bfas_10	0.151	0.461	0.120	-0.042
bfas_15R	0.172	-0.018	0.557	0.117
bfas_20	0.071	0.638	0.003	0.042
bfas_25	0.617	0.077	0.020	0.031
bfas_30	0.264	0.425	0.015	0.009
bfas_35	0.490	0.136	0.007	-0.011
bfas_40	0.059	0.559	0.011	-0.029
bfas_45R	-0.036	0.069	0.522	0.069
bfas_50R	-0.212	0.416	0.454	0.039
bfas_55R	0.048	0.003	0.681	-0.051
bfas_60R	-0.171	0.067	0.336	0.325
bfas_65	0.380	0.178	0.086	0.042
bfas_70	0.030	0.544	-0.180	0.094
bfas_75	0.663	0.001	-0.037	-0.004
bfas_80R	-0.008	-0.012	0.068	0.600
bfas_85R	0.295	-0.241	0.451	0.111
bfas_90R	0.008	0.008	-0.038	0.831
bfas_95	0.587	0.144	0.019	-0.065
bfas_100	0.185	0.504	0.083	-0.090

Component analysis (reproducing full covariance matrix)

	TC1	TC3	TC2	TC4
bfas_5	0.714	-0.023	0.104	-0.037
bfas_10	0.137	0.530	0.201	-0.112
bfas_15R	0.187	-0.031	0.645	0.126
bfas_20	0.091	0.701	0.011	0.066
bfas_25	0.696	0.073	0.014	0.039
bfas_30	0.296	0.489	0.038	-0.024
bfas_35	0.588	0.134	-0.010	0.000
bfas_40	0.049	0.652	0.048	-0.067
bfas_45R	-0.062	0.070	0.662	0.053
bfas_50R	-0.240	0.463	0.543	0.037
bfas_55R	0.070	-0.002	0.745	-0.030
bfas_60R	-0.185	0.077	0.368	0.458
bfas_65	0.497	0.189	0.015	0.149
bfas_70	0.052	0.663	-0.281	0.196
bfas_75	0.742	-0.010	-0.046	-0.015
bfas_80R	0.034	-0.017	-0.004	0.819
bfas_85R	0.342	-0.302	0.521	0.145
bfas_90R	-0.014	0.009	0.011	0.836
bfas_95	0.658	0.148	0.020	-0.083
bfas_100	0.180	0.572	0.157	-0.170

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_5	3.9392486011191	4	0.887506314948042	0.942075535691296	1	0.0266352680098562	1	3	5	5	-0.896572293576014	0.603549867928721	0.145883293365308	1251	0	1251
bfas_10	4.28137490007994	4	0.72236482813749	0.849920483420355	1	0.0240297715048465	1	3	5	5	-1.18253658798827	1.24612665254641	0.177058353317346	1251	0	1251
bfas_15R	3.414068745004	4	1.29720991207034	1.13895123340306	1	0.0322015275872607	1	3	5	5	-0.335742263386278	-0.69491765546575	0.134292565947242	1251	0	1251
bfas_20	3.98561151079137	4	0.993392805755396	0.996690927898612	2	0.028179407045202	1	3	5	5	-0.893774880967293	0.434292407784684	0.180255795363709	1251	0	1251
bfas_25	3.86650679456435	4	0.958965307753797	0.979267740586709	2	0.0276868018919455	1	3	5	5	-0.764490766372702	0.193808041056473	0.140287769784173	1251	0	1251
bfas_30	3.94404476418865	4	0.870466506794564	0.932987945685562	2	0.026378334901845	1	3	5	5	-0.78252925437992	0.372812897726069	0.151878497202238	1251	0	1251
bfas_35	3.66187050359712	4	1.09917697841727	1.04841641460694	1	0.029641839885479	1	3	5	5	-0.597206586185034	-0.191227032460549	0.120303756994404	1251	0	1251
bfas_40	4.09912070343725	4	1.01096722621902	1.00546865998848	1	0.0284275795514127	1	3	5	5	-1.05550185510202	0.610916169642175	0.160671462829736	1251	0	1251
bfas_45R	3.2669864108713	3	1.43746123101519	1.19894171293486	2	0.0338976362747631	1	2	4	5	-0.184575220606613	-0.860112145855562	0.129496402877698	1251	0	1251
bfas_50R	3.46123101518785	4	1.61989576338929	1.27275125746914	3	0.035984450894053	1	2	5	5	-0.436661584158299	-0.906138350152279	0.126298960831335	1251	0	1251
bfas_55R	3.33573141486811	4	1.62319424460432	1.2740464059854	2	0.0360210685818457	1	2	5	5	-0.298706243674541	-1.03227498540391	0.107513988808953	1251	0	1251
bfas_60R	3.01998401278977	3	1.4772003197442	1.21540129987762	2	0.0343629975891614	1	2	4	5	0.00994735567237641	-0.914523805455704	0.11550759392486	1251	0	1251
bfas_65	3.49880095923261	4	1.17179856115108	1.0824964485628	1	0.0306053834696284	1	3	5	5	-0.38729426722476	-0.49034919103983	0.146282973621103	1251	0	1251
bfas_70	3.70983213429257	4	1.14533525179856	1.07020336936423	1	0.0302578216800316	1	3	5	5	-0.696962859992228	-0.0514922751302787	0.124300559552358	1251	0	1251
bfas_75	3.76179056754596	4	0.956010871302958	0.977758084243213	1	0.0276441194320063	1	3	5	5	-0.5889934428575	-0.192359089527696	0.117505995203837	1251	0	1251
bfas_80R	3.15667466027178	3	1.57863341326938	1.25643679238925	2	0.0355231926049058	1	2	4	5	-0.115662572099763	-1.01506184486868	0.124300559552358	1251	0	1251
bfas_85R	3.16466826538769	3	1.52646266986411	1.2355009793052	2	0.0349312751085145	1	2	4	5	-0.180223562750492	-0.969706287280633	0.123101518784972	1251	0	1251
bfas_90R	3.13429256594724	3	1.67635107913669	1.29473977274844	2	0.036606131402053	1	2	4	5	-0.111209877104896	-1.08475482121013	0.119904076738609	1251	0	1251
bfas_95	3.64748201438849	4	0.986831654676259	0.993394007771468	1	0.0280861933400726	1	3	5	5	-0.53919047494026	-0.124951146441947	0.13189448441247	1251	0	1251
bfas_100	4.05755395683453	4	0.894284892086331	0.945666374619681	1	0.0267367916707669	1	3	5	5	-0.93350639101248	0.593759239128443	0.189048760991207	1251	0	1251

Scattermatrix

Scatterplot

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Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_5	Am quick to understand things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.940476	0.9408798	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_10	Enjoy the beauty of nature.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	4.279365	0.8509507	5	<U+2581><U+2581><U+2581><U+2582><U+2581><U+2586><U+2581><U+2587>
bfas_15R	Have difficulty understanding abstract ideas.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.411111	1.1402954	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_20	Believe in the importance of art.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.984114	0.9958907	5	<U+2581><U+2581><U+2581><U+2585><U+2581><U+2587><U+2581><U+2587>
bfas_25	Can handle a lot of information.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.868044	0.9787298	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_30	Love to reflect on things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.946783	0.9323008	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_35	Like to solve complex problems.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.664547	1.0471915	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_40	Get deeply immersed in music.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	4.098491	1.0062551	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2586><U+2581><U+2587>
bfas_45R	Avoid philosophical discussions.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.263701	1.1989831	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_50R	Do not like poetry.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.453968	1.2767644	5	<U+2582><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2587>
bfas_55R	Avoid difficult reading material.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.330952	1.2744800	5	<U+2582><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_60R	Seldom notice the emotional aspects of paintings and pictures.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.016667	1.2130643	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
bfas_65	Have a rich vocabulary.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.499603	1.0819923	5	<U+2581><U+2583><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_70	Need a creative outlet.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.713037	1.0708424	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_75	Think quickly.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.760921	0.9770976	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_80R	Seldom get lost in thought.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.150238	1.2571529	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586>
bfas_85R	Learn things slowly.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.161239	1.2367802	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_90R	Seldom daydream.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.129571	1.2937276	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586>
bfas_95	Formulate ideas clearly.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.646264	0.9914461	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_100	See the beauty in things that others might not notice.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	4.058777	0.9450947	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>

Scale: bfas_assertiveness

Overview

Reliability: .

Missing: 3.

Likert plot of scale bfas_assertiveness items

Distribution of scale bfas_assertiveness

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_9, bfas_19, bfas_29R, bfas_39, bfas_49R, bfas_59, bfas_69, bfas_79R, bfas_89 & bfas_99R
Observations:	1257
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.84
Omega (hierarchical):	0.71
Revelle’s Omega (total):	0.84
Greatest Lower Bound (GLB):	0.83
Coefficient H:	0.84
Coefficient Alpha:	0.79

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.647, 1.568, 0.821, 0.755, 0.708, 0.61, 0.541, 0.496, 0.457 & 0.396

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_9	0.715	0.113
bfas_19	0.573	0.079
bfas_29R	0.028	0.569
bfas_39	0.677	-0.081
bfas_49R	0.045	0.688
bfas_59	0.650	0.142
bfas_69	0.601	-0.153
bfas_79R	-0.044	0.544
bfas_89	0.693	-0.066
bfas_99R	0.013	0.488

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_9	0.738	0.145
bfas_19	0.641	0.108
bfas_29R	0.043	0.693
bfas_39	0.755	-0.074
bfas_49R	0.083	0.731
bfas_59	0.698	0.164
bfas_69	0.707	-0.178
bfas_79R	-0.074	0.720
bfas_89	0.757	-0.068
bfas_99R	-0.008	0.652

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_9	3.46618933969769	4	1.21720783991811	1.10327142622209	1	0.0311182189089499	1	3	5	5	-0.402316523437013	-0.549073867439479	0.135242641209228	1257	0	1257
bfas_19	3.75178997613365	4	1.14853381572747	1.07169669950386	2	0.0302276409109567	1	3	5	5	-0.558854324299464	-0.442148693390517	0.144789180588703	1257	0	1257
bfas_29R	3.1980906921241	3	1.47107915418877	1.21288051933765	2	0.0342097879217189	1	2	4	5	-0.155888892611495	-0.905825937307814	0.13126491646778	1257	0	1257
bfas_39	3.34844868735084	3	1.21925117431555	1.1041970722274	1	0.031144327130681	1	2	4	5	-0.297349711437679	-0.597612144818463	0.15115354017502	1257	0	1257
bfas_49R	3.00318217979316	3	1.3726013306376	1.17158069745007	2	0.0330449096625229	1	2	4	5	0.0354768815534307	-0.848863182360177	0.124900556881464	1257	0	1257
bfas_59	3.61654733492442	4	1.25571322884839	1.12058610951965	1	0.0316065865874619	1	3	5	5	-0.598913204908584	-0.355553483353079	0.117740652346858	1257	0	1257
bfas_69	3.35560859188544	3	1.16882401228281	1.08112164546031	1	0.030493475341639	1	2	4	5	-0.423873074490403	-0.416312879912602	0.148766905330151	1257	0	1257
bfas_79R	2.95624502784407	3	1.56575913736578	1.25130297584789	2	0.0352935089211826	1	2	4	5	0.0778423579171688	-1.02192720565809	0.124900556881464	1257	0	1257
bfas_89	3.26571201272872	3	1.1681944169973	1.08083042934463	1	0.0304852614727558	1	2	4	5	-0.182641267215011	-0.657912781222982	0.154335719968178	1257	0	1257
bfas_99R	2.96817820206842	3	1.33497382809135	1.15541067508109	2	0.0325888276106532	1	2	4	5	-0.024759298850289	-0.785303269562903	0.118933969769292	1257	0	1257

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_9	Take charge.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.465079	1.104350	5	<U+2581><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_19	Have a strong personality.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.750596	1.072005	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2587>
bfas_29R	Lack the talent for influencing people.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.196982	1.212399	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_39	Know how to captivate people.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.345512	1.105954	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_49R	Wait for others to lead the way.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.001587	1.170866	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
bfas_59	See myself as a good leader.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.613492	1.122650	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_69	Can talk others into doing things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.354249	1.082453	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_79R	Hold back my opinions.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	2.954726	1.250888	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_89	Am the first to act.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.265290	1.080759	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_99R	Do not have an assertive personality.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.967409	1.155274	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2582>

Scale: bfas_compassion

Overview

Reliability: .

Missing: 7.

Likert plot of scale bfas_compassion items

Distribution of scale bfas_compassion

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_12, bfas_2R, bfas_22, bfas_32R, bfas_42, bfas_52R, bfas_62R, bfas_72, bfas_82R & bfas_92
Observations:	1253
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.86
Omega (hierarchical):	0.55
Revelle’s Omega (total):	0.86
Greatest Lower Bound (GLB):	0.84
Coefficient H:	0.82
Coefficient Alpha:	0.81

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.726, 1.673, 0.781, 0.692, 0.621, 0.579, 0.528, 0.505, 0.468 & 0.426

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_12	0.663	-0.042
bfas_2R	0.104	0.520
bfas_22	0.723	-0.036
bfas_32R	-0.005	0.698
bfas_42	0.726	0.031
bfas_52R	-0.005	0.625
bfas_62R	0.007	0.707
bfas_72	0.602	0.018
bfas_82R	-0.041	0.639
bfas_92	0.547	0.079

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_12	0.749	-0.051
bfas_2R	0.107	0.619
bfas_22	0.786	-0.034
bfas_32R	0.001	0.768
bfas_42	0.765	0.053
bfas_52R	-0.018	0.726
bfas_62R	0.022	0.764
bfas_72	0.716	0.001
bfas_82R	-0.059	0.739
bfas_92	0.658	0.063

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_12	3.96488427773344	4	0.966817019345265	0.983268538775275	1	0.0277777207708853	1	3	5	5	-1.00010543034563	0.787884661296289	0.162410215482841	1253	0	1253
bfas_2R	3.36552274541101	4	1.58673369217393	1.25965618014358	2	0.0355857797331045	1	2	5	5	-0.384091330787276	-0.900123552058111	0.106145251396648	1253	0	1253
bfas_22	3.93615323224262	4	0.888891580334991	0.942810468935826	2	0.0266347644750101	1	3	5	5	-0.920710409604273	0.812395461339469	0.146049481245012	1253	0	1253
bfas_32R	3.44054269752594	4	1.45912174997259	1.20794112024245	1	0.0341248090654448	1	3	5	5	-0.406463633673417	-0.764459074347984	0.120510774142059	1253	0	1253
bfas_42	3.97047086991221	4	1.00471838832808	1.00235641781159	2	0.0283169608188172	1	3	5	5	-0.975115551830239	0.592276822590082	0.170790103750998	1253	0	1253
bfas_52R	3.36711891460495	3	1.3315697278608	1.15393662211614	1	0.0325991608725381	1	2	4	5	-0.289530252517318	-0.683495035240799	0.143256185155626	1253	0	1253
bfas_62R	3.65283320031923	4	1.34024156720357	1.15768802671686	2	0.0327051395196604	1	3	5	5	-0.66974275189493	-0.382911769741904	0.130087789305666	1253	0	1253
bfas_72	3.6975259377494	4	1.08016160575641	1.03930823423872	1	0.0293608640845196	1	3	5	5	-0.670687912108436	-0.0635545547224851	0.113328012769354	1253	0	1253
bfas_82R	3.8196328810854	4	1.33964619099465	1.15743085797582	2	0.032697874402149	1	3	5	5	-0.8394918738891	-0.131117092092608	0.16999201915403	1253	0	1253
bfas_92	3.89545091779729	4	0.937143826063454	0.968061891649214	2	0.0273481270423447	1	3	5	5	-0.800308750476572	0.28108135492915	0.144054269752594	1253	0	1253

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_12	Feel others’ emotions.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.965846	0.9821667	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_2R	Am not interested in other people’s problems.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.360317	1.2611428	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_22	Inquire about others’ well-being.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.933333	0.9458744	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_32R	Can’t be bothered with other’s needs.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.432883	1.2110641	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_42	Sympathize with others’ feelings.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.970588	1.0027455	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>
bfas_52R	Am indifferent to the feelings of others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.365079	1.1544931	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_62R	Take no time for others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	4	5	3.649444	1.1589658	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_72	Take an interest in other people’s lives.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.699762	1.0391807	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_82R	Don’t have a soft side.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.814932	1.1596965	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>
bfas_92	Like to do things for others.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.895071	0.9673054	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>

Scale: bfas_enthusiasm

Overview

Reliability: .

Missing: 4.

Likert plot of scale bfas_enthusiasm items

Distribution of scale bfas_enthusiasm

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_4, bfas_14R, bfas_24R, bfas_34R, bfas_44, bfas_54R, bfas_64R, bfas_74, bfas_84 & bfas_94
Observations:	1256
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.82
Omega (hierarchical):	0.56
Revelle’s Omega (total):	0.82
Greatest Lower Bound (GLB):	0.82
Coefficient H:	0.78
Coefficient Alpha:	0.76

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.184, 1.699, 1.085, 0.684, 0.669, 0.618, 0.575, 0.52, 0.51 & 0.456

Factor analysis (reproducing only shared variance)

	ML1	ML2	ML3
bfas_4	0.354	0.143	0.407
bfas_14R	-0.008	0.679	0.096
bfas_24R	0.009	0.661	0.011
bfas_34R	-0.150	0.650	0.025
bfas_44	0.232	0.156	0.522
bfas_54R	0.214	0.361	-0.346
bfas_64R	0.298	0.414	-0.240
bfas_74	0.591	0.000	0.134
bfas_84	0.705	0.004	0.031
bfas_94	0.713	-0.071	-0.024

Component analysis (reproducing full covariance matrix)

	TC1	TC2	TC3
bfas_4	0.585	0.263	-0.337
bfas_14R	0.042	0.771	0.022
bfas_24R	0.017	0.735	0.132
bfas_34R	-0.186	0.795	0.046
bfas_44	0.500	0.318	-0.465
bfas_54R	0.120	0.211	0.729
bfas_64R	0.262	0.316	0.547
bfas_74	0.756	-0.036	0.002
bfas_84	0.786	-0.041	0.108
bfas_94	0.793	-0.158	0.166

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_4	3.44506369426752	4	1.48064493617885	1.21681754432571	1	0.0343344933450811	1	3	5	5	-0.432687358623112	-0.753099357962316	0.117436305732484	1256	0	1256
bfas_14R	2.88136942675159	3	1.59786776461035	1.26406794303564	2	0.0356677404761926	1	2	4	5	0.119634744269246	-1.06388765149549	0.11265923566879	1256	0	1256
bfas_24R	2.59952229299363	2	1.2968603293831	1.13879775613719	1	0.0321330376619057	1	1	3	5	0.42965263609823	-0.628806004943479	0.119426751592357	1256	0	1256
bfas_34R	2.57324840764331	2	1.28387342350344	1.13308138432481	1	0.031971740899819	1	1	3	5	0.427060988265183	-0.635636920506476	0.117436305732484	1256	0	1256
bfas_44	3.44108280254777	4	1.28895627680361	1.13532210266673	1	0.032034966425583	1	3	5	5	-0.41356629026112	-0.605360169978105	0.128980891719745	1256	0	1256
bfas_54R	3.19347133757962	3	1.25895335854036	1.12203090801473	2	0.0316599336719418	1	2	4	5	-0.236807337575551	-0.734671062541095	0.141321656050955	1256	0	1256
bfas_64R	3.26433121019108	3	1.54122871571041	1.24146232955753	2	0.0350298861905234	1	2	4	5	-0.268216139273783	-0.968388976583278	0.109474522292994	1256	0	1256
bfas_74	3.9140127388535	4	0.90734133529576	0.952544663150112	2	0.0268776026038836	1	3	5	5	-0.908129283259335	0.730297843356495	0.14171974522293	1256	0	1256
bfas_84	3.75716560509554	4	1.02066574466465	1.01028003279519	2	0.0285067003055882	1	3	5	5	-0.572619531068292	-0.204494646768534	0.128582802547771	1256	0	1256
bfas_94	3.88216560509554	4	1.01717968888776	1.00855326527049	2	0.0284579767411048	1	3	5	5	-0.803371253413393	0.237165805594973	0.152866242038217	1256	0	1256

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_4	Make friends easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.446825	1.215938	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_14R	Am hard to get to know.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.880763	1.263311	5	<U+2585><U+2587><U+2581><U+2586><U+2581><U+2586><U+2581><U+2583>
bfas_24R	Keep others at a distance.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	5	2.599206	1.138048	5	<U+2583><U+2587><U+2581><U+2585><U+2581><U+2583><U+2581><U+2582>
bfas_34R	Reveal little about myself.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	2	5	2.572677	1.132726	5	<U+2583><U+2587><U+2581><U+2585><U+2581><U+2583><U+2581><U+2581>
bfas_44	Warm up quickly to others.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.439237	1.134830	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_54R	Rarely get caught up in the excitement.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.192064	1.122207	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_64R	Am not a very enthusiastic person.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.263492	1.239578	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_74	Show my feelings when I’m happy.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.912629	0.952108	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_84	Have a lot of fun.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.756156	1.009549	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_94	Laugh a lot.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.881652	1.007668	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>

Scale: bfas_industriousness

Overview

Reliability: .

Missing: 5.

Likert plot of scale bfas_industriousness items

Distribution of scale bfas_industriousness

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_3, bfas_13R, bfas_23R, bfas_33R, bfas_43, bfas_53R, bfas_63, bfas_73, bfas_83R & bfas_93R
Observations:	1255
Positive correlations:	44
Number of correlations:	45
Percentage positive correlations:	98

Estimates assuming interval level

Omega (total):	0.85
Omega (hierarchical):	0.71
Revelle’s Omega (total):	0.85
Greatest Lower Bound (GLB):	0.87
Coefficient H:	0.84
Coefficient Alpha:	0.82

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.841, 1.435, 0.88, 0.696, 0.62, 0.603, 0.531, 0.505, 0.45 & 0.438

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_3	0.025	0.619
bfas_13R	0.710	0.009
bfas_23R	0.707	0.019
bfas_33R	0.703	0.025
bfas_43	0.081	0.668
bfas_53R	0.530	-0.110
bfas_63	-0.022	0.620
bfas_73	-0.084	0.603
bfas_83R	0.589	0.005
bfas_93R	0.618	0.009

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_3	0.072	0.692
bfas_13R	0.734	0.057
bfas_23R	0.757	0.039
bfas_33R	0.734	0.068
bfas_43	0.166	0.685
bfas_53R	0.677	-0.210
bfas_63	-0.001	0.733
bfas_73	-0.111	0.772
bfas_83R	0.654	0.032
bfas_93R	0.697	0.020

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_3	3.74262948207171	4	0.908986700725011	0.953407940351354	1	0.0269126771580376	1	3	5	5	-0.711039652883957	0.32706913604521	0.115537848605578	1255	0	1255
bfas_13R	3.10677290836653	3	1.54520927454456	1.24306446918274	2	0.0350890645335026	1	2	4	5	-0.0183824557795894	-1.02917917046875	0.122310756972112	1255	0	1255
bfas_23R	3.11633466135458	3	1.54626406654085	1.24348866763668	2	0.0351010387530981	1	2	4	5	-0.0642628170381637	-1.02513028546817	0.123505976095618	1255	0	1255
bfas_33R	3.08366533864542	3	1.56954955298424	1.25281664779178	2	0.0353643477815065	1	2	4	5	-0.0120838989894475	-1.03734214622746	0.121115537848606	1255	0	1255
bfas_43	3.82549800796813	4	1.00062525019539	1.00031257624574	2	0.028236695209089	1	3	5	5	-0.722519652459131	0.0935209332683274	0.136653386454183	1255	0	1255
bfas_53R	3.41115537848606	4	1.32842410263253	1.15257281879824	1	0.0325346778232362	1	3	5	5	-0.378722662052637	-0.674053800637036	0.129482071713147	1255	0	1255
bfas_63	3.6	4	1.02169059011164	1.01078711414009	1	0.0285323691224259	1	3	5	5	-0.478159874107174	-0.346082952003421	0.126294820717131	1255	0	1255
bfas_73	3.23585657370518	3	1.32710243555284	1.15199932098628	2	0.0325184892004955	1	2	4	5	-0.136876747496096	-0.8753320982125	0.134262948207171	1255	0	1255
bfas_83R	2.83824701195219	3	1.41320904579449	1.18878469278271	2	0.0335568619614053	1	2	4	5	0.234990124528811	-0.851213669749295	0.132270916334661	1255	0	1255
bfas_93R	2.72350597609562	3	1.57022055319392	1.25308441582917	2	0.0353719063033505	1	2	4	5	0.272309826142128	-1.0064760983571	0.10199203187251	1255	0	1255

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_3	Carry out my plans.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.742857	0.9526876	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_13R	Waste my time.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.104051	1.2435427	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_23R	Find it difficult to get down to work.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.115873	1.2410386	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_33R	Mess things up.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.082605	1.2512026	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_43	Finish what I start.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.821287	1.0026949	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_53R	Don’t put my mind on the task at hand.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.408730	1.1518897	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_63	Get things done quickly.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.602381	1.0121552	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_73	Always know what I am doing.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.237490	1.1521703	5	<U+2582><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_83R	Postpone decisions.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.838633	1.1893998	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2585><U+2581><U+2583>
bfas_93R	Am easily distracted.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	2.723370	1.2518031	5	<U+2585><U+2587><U+2581><U+2585><U+2581><U+2585><U+2581><U+2582>

Scale: bfas_intellect

Overview

Reliability: .

Missing: 5.

Likert plot of scale bfas_intellect items

Distribution of scale bfas_intellect

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_5, bfas_15R, bfas_25, bfas_35, bfas_45R, bfas_55R, bfas_65, bfas_75, bfas_85R & bfas_95
Observations:	1255
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.82
Omega (hierarchical):	0.49
Revelle’s Omega (total):	0.82
Greatest Lower Bound (GLB):	0.84
Coefficient H:	0.80
Coefficient Alpha:	0.77

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.403, 1.581, 0.84, 0.768, 0.649, 0.622, 0.565, 0.544, 0.531 & 0.496

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_5	0.630	0.070
bfas_15R	0.040	0.659
bfas_25	0.622	0.040
bfas_35	0.537	0.012
bfas_45R	-0.096	0.588
bfas_55R	0.000	0.640
bfas_65	0.458	0.082
bfas_75	0.687	-0.067
bfas_85R	0.100	0.507
bfas_95	0.680	-0.031

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_5	0.694	0.084
bfas_15R	0.062	0.742
bfas_25	0.700	0.041
bfas_35	0.640	-0.002
bfas_45R	-0.123	0.741
bfas_55R	0.014	0.746
bfas_65	0.560	0.079
bfas_75	0.756	-0.075
bfas_85R	0.103	0.632
bfas_95	0.751	-0.036

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_5	3.9394422310757	4	0.886281985296454	0.941425507035184	1	0.0265744385659749	1	3	5	5	-0.895828597300225	0.604775610005856	0.145816733067729	1255	0	1255
bfas_15R	3.41195219123506	4	1.29826213487358	1.13941306595702	1	0.0321632060064976	1	3	5	5	-0.336245493819005	-0.692337893735042	0.134661354581673	1255	0	1255
bfas_25	3.86772908366534	4	0.958567007885523	0.979064353291204	2	0.0276369030945543	1	3	5	5	-0.764347422263364	0.193414428913621	0.140637450199203	1255	0	1255
bfas_35	3.66294820717131	4	1.09762925967581	1.04767803244881	1	0.0295737212367583	1	3	5	5	-0.59813251990365	-0.18756787839673	0.120318725099602	1255	0	1255
bfas_45R	3.26693227091633	3	1.43506992762602	1.1979440419427	2	0.0338154108956942	1	2	4	5	-0.184897590106675	-0.858636420535626	0.129880478087649	1255	0	1255
bfas_55R	3.33466135458167	4	1.62315967390406	1.27403283862861	2	0.0359632356975274	1	2	5	5	-0.295312839022582	-1.03522409184704	0.107569721115538	1255	0	1255
bfas_65	3.49800796812749	4	1.17204547043088	1.08261048878665	1	0.0305597901375598	1	3	5	5	-0.383880022222545	-0.494603170490343	0.146613545816733	1255	0	1255
bfas_75	3.7601593625498	4	0.954392319080933	0.976930048202497	1	0.0275766562040282	1	3	5	5	-0.58471322141138	-0.194875839939899	0.117131474103586	1255	0	1255
bfas_85R	3.16414342629482	3	1.52805937335189	1.23614698695256	2	0.0348937987316059	1	2	4	5	-0.179769169336917	-0.969334274742245	0.123505976095618	1255	0	1255
bfas_95	3.64621513944223	4	0.984784307745096	0.99236299192639	1	0.0280122953616864	1	3	5	5	-0.535938542674979	-0.124514500304485	0.132669322709163	1255	0	1255

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_5	Am quick to understand things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.940476	0.9408798	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_15R	Have difficulty understanding abstract ideas.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.411111	1.1402954	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_25	Can handle a lot of information.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.868044	0.9787298	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
bfas_35	Like to solve complex problems.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.664547	1.0471915	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_45R	Avoid philosophical discussions.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.263701	1.1989831	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_55R	Avoid difficult reading material.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.330952	1.2744800	5	<U+2582><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_65	Have a rich vocabulary.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.499603	1.0819923	5	<U+2581><U+2583><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_75	Think quickly.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.760921	0.9770976	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_85R	Learn things slowly.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.161239	1.2367802	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_95	Formulate ideas clearly.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.646264	0.9914461	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>

Scale: bfas_opennessaspect

Overview

Reliability: .

Missing: 6.

Likert plot of scale bfas_opennessaspect items

Distribution of scale bfas_opennessaspect

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_10, bfas_20, bfas_30, bfas_40, bfas_50R, bfas_60R, bfas_70, bfas_80R, bfas_90R & bfas_100
Observations:	1254
Positive correlations:	40
Number of correlations:	45
Percentage positive correlations:	89

Estimates assuming interval level

Omega (total):	0.77
Omega (hierarchical):	0.49
Revelle’s Omega (total):	0.77
Greatest Lower Bound (GLB):	0.80
Coefficient H:	0.77
Coefficient Alpha:	0.69

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

2.902, 1.86, 0.861, 0.805, 0.703, 0.689, 0.643, 0.577, 0.493 & 0.467

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_10	0.599	-0.012
bfas_20	0.661	0.041
bfas_30	0.538	-0.020
bfas_40	0.581	-0.035
bfas_50R	0.410	0.261
bfas_60R	0.075	0.482
bfas_70	0.463	0.022
bfas_80R	-0.018	0.650
bfas_90R	-0.021	0.774
bfas_100	0.632	-0.074

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_10	0.671	-0.010
bfas_20	0.722	0.062
bfas_30	0.635	-0.052
bfas_40	0.668	-0.050
bfas_50R	0.464	0.390
bfas_60R	0.055	0.683
bfas_70	0.557	0.014
bfas_80R	-0.045	0.772
bfas_90R	-0.039	0.816
bfas_100	0.709	-0.086

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_10	4.2822966507177	4	0.721521935870657	0.849424473317467	1	0.0239870036560314	1	3	5	5	-1.18409022735146	1.25181138051554	0.177033492822967	1254	0	1254
bfas_20	3.98644338118022	4	0.993431394636922	0.996710286210051	2	0.0281462260981843	1	3	5	5	-0.893175086675551	0.431238336809795	0.179824561403509	1254	0	1254
bfas_30	3.94577352472089	4	0.870161691684773	0.932824577123037	2	0.0263421495904127	1	3	5	5	-0.784312350277485	0.375507109907939	0.152312599681021	1254	0	1254
bfas_40	4.09968102073365	4	1.01080596361396	1.00538846403465	1	0.0283912902442566	1	3	5	5	-1.05479152171276	0.607917467045273	0.160287081339713	1254	0	1254
bfas_50R	3.45773524720893	4	1.62590580056031	1.27511011311193	3	0.0360079935366155	1	2	5	5	-0.436400307129682	-0.909200586225921	0.125996810207337	1254	0	1254
bfas_60R	3.01754385964912	3	1.47774464093194	1.21562520578176	2	0.0343281918185948	1	2	4	5	0.0118097756867456	-0.914496351399537	0.115629984051037	1254	0	1254
bfas_70	3.71212121212121	4	1.14531185760236	1.07019243951841	1	0.0302212977913469	1	3	5	5	-0.698922864191713	-0.0491018287020545	0.124800637958533	1254	0	1254
bfas_80R	3.15390749601276	3	1.57964553333562	1.25683950182019	2	0.0354920474653407	1	2	4	5	-0.113322168001659	-1.01588535222307	0.124003189792663	1254	0	1254
bfas_90R	3.13157894736842	3	1.67700676271685	1.29499295855879	2	0.036569467689301	1	2	4	5	-0.108698239375361	-1.08541354117992	0.120015948963317	1254	0	1254
bfas_100	4.05741626794258	4	0.893747828178878	0.945382371413217	1	0.0266967707097852	1	3	5	5	-0.931996923526662	0.59093519143752	0.188995215311005	1254	0	1254

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_10	Enjoy the beauty of nature.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	4.279365	0.8509507	5	<U+2581><U+2581><U+2581><U+2582><U+2581><U+2586><U+2581><U+2587>
bfas_20	Believe in the importance of art.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.984114	0.9958907	5	<U+2581><U+2581><U+2581><U+2585><U+2581><U+2587><U+2581><U+2587>
bfas_30	Love to reflect on things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.946783	0.9323008	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_40	Get deeply immersed in music.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	4.098491	1.0062551	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2586><U+2581><U+2587>
bfas_50R	Do not like poetry.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.453968	1.2767644	5	<U+2582><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2587>
bfas_60R	Seldom notice the emotional aspects of paintings and pictures.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.016667	1.2130643	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
bfas_70	Need a creative outlet.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.713037	1.0708424	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_80R	Seldom get lost in thought.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.150238	1.2571529	5	<U+2583><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586>
bfas_90R	Seldom daydream.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.129571	1.2937276	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586>
bfas_100	See the beauty in things that others might not notice.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	4.058777	0.9450947	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>

Scale: bfas_orderliness

Overview

Reliability: .

Missing: 7.

Likert plot of scale bfas_orderliness items

Distribution of scale bfas_orderliness

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_18, bfas_8R, bfas_28, bfas_38, bfas_48R, bfas_58, bfas_68R, bfas_78R, bfas_88 & bfas_98
Observations:	1253
Positive correlations:	43
Number of correlations:	45
Percentage positive correlations:	96

Estimates assuming interval level

Omega (total):	0.75
Omega (hierarchical):	0.49
Revelle’s Omega (total):	0.75
Greatest Lower Bound (GLB):	0.78
Coefficient H:	0.72
Coefficient Alpha:	0.67

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

2.631, 1.67, 1.073, 0.827, 0.8, 0.763, 0.635, 0.593, 0.526 & 0.482

Factor analysis (reproducing only shared variance)

	ML1	ML2	ML3
bfas_18	0.290	0.062	0.281
bfas_8R	0.386	0.353	-0.134
bfas_28	0.713	0.009	0.002
bfas_38	0.588	-0.075	0.093
bfas_48R	-0.035	0.602	-0.011
bfas_58	-0.012	0.072	0.619
bfas_68R	-0.037	0.641	0.061
bfas_78R	0.114	0.419	0.071
bfas_88	0.223	-0.146	0.280
bfas_98	0.019	-0.008	0.714

Component analysis (reproducing full covariance matrix)

	TC1	TC2	TC3
bfas_18	0.366	0.065	0.415
bfas_8R	0.554	0.431	-0.246
bfas_28	0.791	-0.003	0.036
bfas_38	0.747	-0.119	0.111
bfas_48R	-0.075	0.757	0.022
bfas_58	-0.051	0.116	0.797
bfas_68R	-0.056	0.763	0.115
bfas_78R	0.193	0.573	0.060
bfas_88	0.309	-0.245	0.412
bfas_98	0.060	0.013	0.783

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_18	3.75099760574621	4	0.955520170122058	0.977507120241105	1	0.0276149584440384	1	3	5	5	-0.631245708009074	0.057119946927822	0.121308858739026	1253	0	1253
bfas_8R	3.27055067837191	3	1.52818156552071	1.23619641057589	2	0.0349230320678405	1	2	4	5	-0.245079072522172	-0.991883151687036	0.106943335993615	1253	0	1253
bfas_28	3.66640063846768	4	1.16977273712419	1.08156032523581	2	0.0305545021797291	1	3	5	5	-0.518349124208159	-0.468402028562253	0.125698324022346	1253	0	1253
bfas_38	3.61691939345571	4	1.1997774032418	1.09534350924347	1	0.0309438825184669	1	3	5	5	-0.699610523797312	-0.155189319758627	0.103351955307263	1253	0	1253
bfas_48R	3.14285714285714	3	1.58420812414423	1.25865329783234	2	0.0355574479155905	1	2	4	5	-0.131072648148419	-1.05516623960194	0.112529928172386	1253	0	1253
bfas_58	3.94173982442139	4	0.882385788484634	0.939353920779934	2	0.0265371156377707	1	3	5	5	-0.711967613424639	0.0753864423203922	0.155626496408619	1253	0	1253
bfas_68R	3.16520351157223	3	1.55974670375763	1.24889819591415	2	0.0352818624712393	1	2	4	5	-0.152150051196666	-1.00704522002346	0.121308858739026	1253	0	1253
bfas_78R	3.54588986432562	4	1.47972151182211	1.21643804273876	2	0.0343648504490614	1	3	5	5	-0.505688664635613	-0.697014725737041	0.13048683160415	1253	0	1253
bfas_88	3.56983240223464	4	0.943402288182483	0.971288982838003	1	0.0274392936305242	1	3	5	5	-0.5194681646944	0.0830047709515246	0.157222665602554	1253	0	1253
bfas_98	3.7877094972067	4	0.96927374301676	0.984517010019004	2	0.0278129905717903	1	3	5	5	-0.59618403598084	-0.10666085207016	0.128491620111732	1253	0	1253

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_18	Like order.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.752381	0.9782150	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_8R	Leave my belongings around.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.265290	1.2377839	5	<U+2582><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_28	Keep things tidy.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.667196	1.0800824	5	<U+2581><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_38	Follow a schedule.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.617157	1.0968481	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2583>
bfas_48R	Am not bothered by messy people.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.142176	1.2575844	5	<U+2583><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_58	Want everything to be “just right.”	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.942017	0.9405066	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_68R	Am not bothered by disorder.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	3	0.9976190	1	3	5	3.165473	1.2497075	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
bfas_78R	Dislike routine.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.541700	1.2161345	5	<U+2582><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2587>
bfas_88	See that rules are observed.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.570747	0.9722496	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_98	Want every detail taken care of.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.791898	0.9853769	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>

Scale: bfas_politeness

Overview

Reliability: .

Missing: 5.

Likert plot of scale bfas_politeness items

Distribution of scale bfas_politeness

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_7, bfas_17R, bfas_27, bfas_37R, bfas_47, bfas_57, bfas_67R, bfas_77R, bfas_87R & bfas_97R
Observations:	1255
Positive correlations:	41
Number of correlations:	45
Percentage positive correlations:	91

Estimates assuming interval level

Omega (total):	0.77
Omega (hierarchical):	0.19
Revelle’s Omega (total):	0.77
Greatest Lower Bound (GLB):	0.73
Coefficient H:	0.82
Coefficient Alpha:	0.72

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.13, 1.52, 0.993, 0.821, 0.74, 0.699, 0.656, 0.525, 0.484 & 0.431

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_7	0.172	0.143
bfas_17R	0.642	-0.039
bfas_27	0.086	0.412
bfas_37R	0.735	0.006
bfas_47	-0.071	0.581
bfas_57	0.053	0.528
bfas_67R	0.673	0.022
bfas_77R	0.711	-0.010
bfas_87R	0.589	0.018
bfas_97R	0.484	0.008

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_7	0.206	0.266
bfas_17R	0.716	-0.041
bfas_27	0.077	0.641
bfas_37R	0.775	0.014
bfas_47	-0.094	0.739
bfas_57	0.040	0.714
bfas_67R	0.738	0.034
bfas_77R	0.765	-0.014
bfas_87R	0.676	0.010
bfas_97R	0.586	-0.017

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_7	3.88207171314741	4	1.00203079230129	1.00101488115876	2	0.0282565197821712	1	3	5	5	-0.775108397924099	0.183123146633017	0.152191235059761	1255	0	1255
bfas_17R	3.77370517928287	4	1.4320034058344	1.19666344718739	2	0.0337792624310534	1	3	5	5	-0.698386341122715	-0.485847031314595	0.139840637450199	1255	0	1255
bfas_27	3.81752988047809	4	1.12218049651474	1.05933021127255	2	0.0299026374473317	1	3	5	5	-0.832511913247559	0.167976752017952	0.143426294820717	1255	0	1255
bfas_37R	3.89561752988048	4	1.47474154419007	1.21438937091448	2	0.0342796275343894	1	2	5	5	-0.907341187388354	-0.229083180940137	0.141035856573705	1255	0	1255
bfas_47	3.50677290836653	4	1.11777705763866	1.0572497612384	1	0.0298439107703841	1	3	5	5	-0.512549075294428	-0.183747829499028	0.150199203187251	1255	0	1255
bfas_57	3.50358565737052	4	1.13535395896478	1.06552989585688	1	0.0300776413492694	1	3	5	5	-0.494641150576902	-0.361573593243371	0.129880478087649	1255	0	1255
bfas_67R	3.81035856573705	4	1.49510792555456	1.22274605930854	2	0.0345155190634412	1	2	5	5	-0.753565580233845	-0.503216862871506	0.135458167330677	1255	0	1255
bfas_77R	3.85258964143426	4	1.492606924773	1.22172293289968	2	0.0344866383822888	1	3	5	5	-0.788949669951173	-0.446323832386765	0.122709163346614	1255	0	1255
bfas_87R	3.35617529880478	3	1.76219269651855	1.32747606250303	3	0.0374718241721389	1	2	5	5	-0.275516614061319	-1.10177507805582	0.11394422310757	1255	0	1255
bfas_97R	3.13386454183267	3	1.43980124160455	1.199917181144	2	0.0338711084162044	1	2	4	5	-0.070315007070168	-0.87864283204573	0.118725099601594	1255	0	1255

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_7	Respect authority.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.882540	0.9998474	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
bfas_17R	Believe that I am better than others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	4	5	3.763492	1.2054683	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2586><U+2581><U+2587>
bfas_27	Hate to seem pushy.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.819555	1.0591267	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_37R	Take advantage of others.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.889595	1.2191026	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2586><U+2581><U+2587>
bfas_47	Avoid imposing my will on others.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.506359	1.0562724	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_57	Rarely put people under pressure.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.503968	1.0676037	5	<U+2581><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_67R	Insult people.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.804607	1.2263448	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2586><U+2581><U+2587>
bfas_77R	Seek conflict.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	4	5	3.851469	1.2215685	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2585><U+2581><U+2587>
bfas_87R	Love a good fight.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.352941	1.3281405	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2587>
bfas_97R	Am out for my own personal gain.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.130262	1.2003699	5	<U+2582><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>

Scale: bfas_volatility

Overview

Reliability: .

Missing: 6.

Likert plot of scale bfas_volatility items

Distribution of scale bfas_volatility

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_6, bfas_16R, bfas_26, bfas_36R, bfas_46, bfas_56R, bfas_66, bfas_76R, bfas_86 & bfas_96
Observations:	1254
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.90
Omega (hierarchical):	0.75
Revelle’s Omega (total):	0.90
Greatest Lower Bound (GLB):	0.91
Coefficient H:	0.88
Coefficient Alpha:	0.86

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

4.461, 1.43, 0.732, 0.687, 0.608, 0.534, 0.477, 0.419, 0.351 & 0.301

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_6	0.705	0.057
bfas_16R	-0.078	0.727
bfas_26	0.743	0.045
bfas_36R	0.194	0.482
bfas_46	0.770	-0.095
bfas_56R	0.008	0.607
bfas_66	0.760	-0.044
bfas_76R	0.068	0.681
bfas_86	0.661	0.097
bfas_96	0.620	0.032

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_6	0.752	0.058
bfas_16R	-0.082	0.817
bfas_26	0.777	0.056
bfas_36R	0.178	0.614
bfas_46	0.818	-0.097
bfas_56R	-0.037	0.771
bfas_66	0.806	-0.038
bfas_76R	0.091	0.736
bfas_86	0.732	0.084
bfas_96	0.712	0.004

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_6	2.90829346092504	3	1.59014664645361	1.26101016905242	2	0.035609823457545	1	2	4	5	0.0199841848304051	-1.09648976554335	0.124003189792663	1254	0	1254
bfas_16R	3.19138755980861	3	1.50045250251072	1.22492959083807	2	0.0345909395087941	1	2	4	5	-0.259322986650208	-0.981323046470022	0.105661881977671	1254	0	1254
bfas_26	3.04864433811802	3	1.67919608569417	1.29583798589722	2	0.0365933305217165	1	2	4	5	-0.0882366220317715	-1.14386471207946	0.114035087719298	1254	0	1254
bfas_36R	2.52870813397129	2	1.3459429426792	1.1601478107031	1	0.0327615587389267	1	1	3	5	0.444717467093372	-0.639258153997831	0.120813397129187	1254	0	1254
bfas_46	3.33811802232855	4	1.39715718957119	1.18201403949834	2	0.0333790419013868	1	2	5	5	-0.364108374756918	-0.773162500471832	0.118022328548644	1254	0	1254
bfas_56R	2.67145135566188	3	1.31415639148659	1.14636660431408	2	0.0323723895326911	1	2	4	5	0.319145816622731	-0.760090018913348	0.123205741626794	1254	0	1254
bfas_66	3.33811802232855	3	1.55677410896464	1.24770754143936	2	0.0352341688970599	1	2	4	5	-0.296760270533845	-0.958729992489785	0.111244019138756	1254	0	1254
bfas_76R	3.12200956937799	3	1.54535717149654	1.24312395660953	2	0.0351047324733114	1	2	4	5	-0.182265127033162	-1.04766353549124	0.112041467304625	1254	0	1254
bfas_86	3.04385964912281	3	1.53917615267218	1.2406353826456	2	0.0350344573227283	1	2	4	5	-0.0882711887174431	-1.01626165324014	0.122408293460925	1254	0	1254
bfas_96	3.06060606060606	3	1.43447241771264	1.19769462623519	2	0.033821847946186	1	2	4	5	-0.105652309769128	-0.961432325669467	0.123604465709729	1254	0	1254

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_6	Get angry easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	3	5	2.911111	1.261656	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_16R	Rarely get irritated.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	3	5	3.191270	1.223578	5	<U+2582><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_26	Get upset easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	3	5	3.050874	1.295222	5	<U+2585><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_36R	Keep my emotions under control.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	2	5	2.529786	1.159612	5	<U+2585><U+2587><U+2581><U+2586><U+2581><U+2583><U+2581><U+2582>
bfas_46	Change my mood a lot.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.339158	1.182201	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_56R	Rarely lose my composure.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	2.669579	1.146136	5	<U+2583><U+2587><U+2581><U+2586><U+2581><U+2585><U+2581><U+2582>
bfas_66	Am a person whose moods go up and down easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.339158	1.245718	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_76R	Am not easily annoyed.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	2	0.9984127	1	3	5	3.118442	1.244671	5	<U+2583><U+2586><U+2581><U+2585><U+2581><U+2587><U+2581><U+2583>
bfas_86	Get easily agitated.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.046068	1.240329	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>
bfas_96	Can be stirred up easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.061954	1.197230	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2583>

Scale: bfas_withdrawal

Overview

Reliability: .

Missing: 4.

Likert plot of scale bfas_withdrawal items

Distribution of scale bfas_withdrawal

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	bfas_11, bfas_1R, bfas_21R, bfas_31, bfas_41R, bfas_51, bfas_61, bfas_71R, bfas_81 & bfas_91
Observations:	1256
Positive correlations:	40
Number of correlations:	45
Percentage positive correlations:	89

Estimates assuming interval level

Omega (total):	0.83
Omega (hierarchical):	0.63
Revelle’s Omega (total):	0.83
Greatest Lower Bound (GLB):	0.86
Coefficient H:	0.84
Coefficient Alpha:	0.79

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.721, 1.443, 0.832, 0.772, 0.723, 0.579, 0.545, 0.501, 0.477 & 0.407

Factor analysis (reproducing only shared variance)

	ML1	ML2
bfas_11	0.596	0.189
bfas_1R	-0.220	0.365
bfas_21R	0.250	0.489
bfas_31	0.736	-0.158
bfas_41R	-0.021	0.730
bfas_51	0.426	0.235
bfas_61	0.727	0.063
bfas_71R	0.123	0.442
bfas_81	0.616	0.101
bfas_91	0.655	-0.069

Component analysis (reproducing full covariance matrix)

	TC1	TC2
bfas_11	0.690	0.166
bfas_1R	-0.338	0.661
bfas_21R	0.333	0.547
bfas_31	0.768	-0.171
bfas_41R	0.098	0.736
bfas_51	0.538	0.236
bfas_61	0.762	0.079
bfas_71R	0.149	0.621
bfas_81	0.711	0.074
bfas_91	0.728	-0.089

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
bfas_11	3.50875796178344	4	1.49155670312381	1.22129304555615	1	0.0344607769181023	1	2	5	5	-0.592083901136515	-0.584505110637661	0.113455414012739	1256	0	1256
bfas_1R	3.10429936305732	3	1.54847552465298	1.24437756515174	2	0.0351121443216423	1	2	4	5	-0.0291963247621298	-0.991923803605317	0.113455414012739	1256	0	1256
bfas_21R	2.34076433121019	2	1.38816961453549	1.17820610019448	2	0.0332450084196297	1	1	3	5	0.674024493318537	-0.415243409929695	0.13734076433121	1256	0	1256
bfas_31	2.7906050955414	3	1.57125827898597	1.2534984160285	2	0.0353695040179994	1	2	4	5	0.1496297183683	-1.03707092670338	0.11703821656051	1256	0	1256
bfas_41R	3.29458598726115	3	1.77450452965209	1.33210529976128	2	0.0375875255603303	1	2	4	5	-0.276932572175014	-1.11307373460877	0.115047770700637	1256	0	1256
bfas_51	3.84952229299363	4	1.20044598675362	1.09564866027099	2	0.0309155154854933	1	3	5	5	-0.886275078731314	0.136579123527452	0.159633757961783	1256	0	1256
bfas_61	3.02547770700637	3	1.58500773974167	1.25897090504176	2	0.0355239192287949	1	2	4	5	-0.0624157109379386	-1.10072519731236	0.123009554140127	1256	0	1256
bfas_71R	3.14649681528662	3	1.72194787728069	1.3122301159784	2	0.0370267148056631	1	2	4	5	-0.121396780809946	-1.16389212671346	0.114251592356688	1256	0	1256
bfas_81	3.32882165605096	3	1.4654953434669	1.21057645089721	2	0.0341583907060404	1	2	4	5	-0.321177023598322	-0.832251649317935	0.124601910828025	1256	0	1256
bfas_91	2.99363057324841	3	1.55374425863425	1.2464927832259	2	0.0351718286524849	1	2	4	5	0.0170025292546044	-1.04697125186302	0.123009554140127	1256	0	1256

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
bfas_11	Am filled with doubts about things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	0	1.0000000	1	4	5	3.508730	1.220328	5	<U+2582><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
bfas_1R	Seldom feel blue.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.104845	1.243156	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>
bfas_21R	Feel comfortable with myself.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	0	1.0000000	1	2	5	2.338095	1.178296	5	<U+2586><U+2587><U+2581><U+2585><U+2581><U+2582><U+2581><U+2582>
bfas_31	Feel threatened easily.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	2.791104	1.252679	5	<U+2586><U+2587><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
bfas_41R	Rarely feel depressed.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.293090	1.333454	5	<U+2583><U+2586><U+2581><U+2586><U+2581><U+2587><U+2581><U+2587>
bfas_51	Worry about things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	4	5	3.845909	1.097803	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
bfas_61	Am easily discouraged.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.027800	1.258998	5	<U+2583><U+2587><U+2581><U+2586><U+2581><U+2587><U+2581><U+2583>
bfas_71R	Am not embarrassed easily.	haven_labelled	5. strongly disagree, 4. disagree, 3. neither agree nor disagree, 2. agree, 1. strongly agree	1	0.9992063	1	3	5	3.142176	1.313846	5	<U+2583><U+2587><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
bfas_81	Become overwhelmed by events.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	3.327244	1.211096	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
bfas_91	Am afraid of many things.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	1	0.9992063	1	3	5	2.994440	1.245329	5	<U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>

Scale: dids_commitmaking

Overview

Reliability: .

Missing: 3.

Likert plot of scale dids_commitmaking items

Distribution of scale dids_commitmaking

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	dids_1, dids_2, dids_3, dids_4 & dids_5
Observations:	1257
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.87
Omega (hierarchical):	0.82
Revelle’s Omega (total):	0.87
Greatest Lower Bound (GLB):	0.85
Coefficient H:	0.88
Coefficient Alpha:	0.85

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.159, 0.736, 0.421, 0.349 & 0.335

Factor analysis (reproducing only shared variance)

	ML1
dids_1	0.813
dids_2	0.807
dids_3	0.775
dids_4	0.479
dids_5	0.780

Component analysis (reproducing full covariance matrix)

	PC1
dids_1	0.851
dids_2	0.841
dids_3	0.828
dids_4	0.592
dids_5	0.832

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
dids_1	3.55449482895784	4	1.35391489189203	1.16357848548864	1	0.0328192040223211	1	3	5	5	-0.564953566562134	-0.50452668078129	0.114160700079554	1257	0	1257
dids_2	3.56245027844073	4	1.45807934167389	1.20750956173187	2	0.0340582978798714	1	3	5	5	-0.555646867068541	-0.624833423816739	0.127684964200477	1257	0	1257
dids_3	3.40731901352426	4	1.46930944671622	1.21215075247109	1	0.0341892045506948	1	3	5	5	-0.383274939920569	-0.786407759139224	0.12211614956245	1257	0	1257
dids_4	3.75178997613365	4	1.0386612042625	1.01914729272196	1	0.0287454635383638	1	3	5	5	-0.767928288298614	0.225164159812172	0.118138424821002	1257	0	1257
dids_5	3.74144789180589	4	1.26510395289563	1.12476839966974	2	0.0317245497806871	1	3	5	5	-0.743551688358283	-0.167133519229069	0.143595863166269	1257	0	1257

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
dids_1	I have decided on the direction I want to follow in life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.555644	1.163829	5	<U+2582><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_2	I know what I want to do with my future.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.562798	1.207092	5	<U+2582><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
dids_3	I have a clear view on my future.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	3.407319	1.212151	5	<U+2582><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>
dids_4	I have made a choice concerning some of my plans for the future.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.752782	1.019349	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
dids_5	I know what I want to achieve in my life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.740858	1.124515	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>

Scale: dids_commitid

Overview

Reliability: .

Missing: 3.

Likert plot of scale dids_commitid items

Distribution of scale dids_commitid

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	dids_6, dids_7, dids_8, dids_9 & dids_10
Observations:	1257
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.87
Omega (hierarchical):	0.76
Revelle’s Omega (total):	0.87
Greatest Lower Bound (GLB):	0.88
Coefficient H:	0.85
Coefficient Alpha:	0.84

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

3.06, 0.554, 0.543, 0.486 & 0.357

Factor analysis (reproducing only shared variance)

	ML1
dids_6	0.726
dids_7	0.788
dids_8	0.687
dids_9	0.693
dids_10	0.693

Component analysis (reproducing full covariance matrix)

	PC1
dids_6	0.783
dids_7	0.824
dids_8	0.762
dids_9	0.774
dids_10	0.767

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
dids_6	3.74622116149562	4	1.10035394149451	1.04897756958598	2	0.0295868386193335	1	3	5	5	-0.702110837815889	0.0216588676620283	0.129276054097056	1257	0	1257
dids_7	3.7788385043755	4	1.13735438233789	1.06646818158719	2	0.0300801684384234	1	3	5	5	-0.749881900206471	-0.0320600842711214	0.138424821002387	1257	0	1257
dids_8	3.39856801909308	3	1.44053934907195	1.20022470774099	1	0.0338528256127394	1	2	4	5	-0.344072766186865	-0.767344200997101	0.135242641209228	1257	0	1257
dids_9	3.77406523468576	4	0.991906470263341	0.995945013674621	2	0.0280910338292087	1	3	5	5	-0.620814921885982	-0.0100038291252484	0.127684964200477	1257	0	1257
dids_10	3.97613365155131	4	0.95006688658164	0.974713745969369	2	0.0274921972959098	1	3	5	5	-0.871936659755351	0.38666078292104	0.170644391408115	1257	0	1257

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
dids_6	Plans for the future offer me a sense of security.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.746423	1.0485846	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_7	Future plans give me self-confidence.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	3.778838	1.0664682	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
dids_8	Because of the path of life I have mapped out, I feel certain about myself.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	3	5	3.398251	1.1997998	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2586>
dids_9	I sense that the direction I want to take in life will really suit me.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.774245	0.9955692	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_10	I value my plans for the future very much.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.976153	0.9743262	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2587>

Scale: dids_explorebreadth

Overview

Reliability: .

Missing: 4.

Likert plot of scale dids_explorebreadth items

Distribution of scale dids_explorebreadth

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	dids_11, dids_12, dids_13, dids_14 & dids_15
Observations:	1256
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.83
Omega (hierarchical):	0.68
Revelle’s Omega (total):	0.83
Greatest Lower Bound (GLB):	0.83
Coefficient H:	0.80
Coefficient Alpha:	0.80

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

2.788, 0.74, 0.523, 0.498 & 0.452

Factor analysis (reproducing only shared variance)

	ML1
dids_11	0.695
dids_12	0.692
dids_13	0.605
dids_14	0.695
dids_15	0.653

Component analysis (reproducing full covariance matrix)

	PC1
dids_11	0.758
dids_12	0.760
dids_13	0.707
dids_14	0.762
dids_15	0.745

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
dids_11	4	4	0.819123505976096	0.905054421554912	1	0.0255375879142448	1	3	5	5	-0.988250345908696	1.1548939757391	0.15406050955414	1256	0	1256
dids_12	4.0015923566879	4	0.905176745248306	0.951407770226997	1	0.0268455233141949	1	3	5	5	-1.00403267311711	0.923817342648627	0.166799363057325	1256	0	1256
dids_13	3.64092356687898	4	1.12912870809755	1.06260468100679	1	0.02998312566959	1	3	5	5	-0.602880987061698	-0.188773568489257	0.122213375796178	1256	0	1256
dids_14	4.02229299363057	4	0.882371152333342	0.939346130206189	1	0.0265051844515968	1	3	5	5	-1.06694055064386	1.10560424897896	0.166799363057325	1256	0	1256
dids_15	3.79299363057325	4	1.01209429796737	1.00602897471562	2	0.0283867497624495	1	3	5	5	-0.790133570557381	0.307177340001471	0.125398089171975	1256	0	1256

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
dids_11	I think about the direction I want to take in my life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	4.000795	0.9051336	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>
dids_12	I think a lot about how I see my future.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	4.002387	0.9514458	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
dids_13	I try to figure out regularly which lifestyle would suit me.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.642289	1.0624981	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_14	I think about what to do with my life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	4.020684	0.9407030	5	<U+2581><U+2581><U+2581><U+2582><U+2581><U+2587><U+2581><U+2586>
dids_15	I try to find out which lifestyle would be good for me.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	3.793158	1.0056454	5	<U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2585>

Scale: dids_exploredepth

Overview

Reliability: .

Missing: 2.

Likert plot of scale dids_exploredepth items

Distribution of scale dids_exploredepth

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	dids_16, dids_17, dids_18, dids_19 & dids_20
Observations:	1258
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.78
Omega (hierarchical):	0.65
Revelle’s Omega (total):	0.78
Greatest Lower Bound (GLB):	0.78
Coefficient H:	0.77
Coefficient Alpha:	0.70

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

2.39, 1.025, 0.582, 0.545 & 0.457

Factor analysis (reproducing only shared variance)

	ML1	ML2
dids_16	0.775	-0.040
dids_17	0.275	0.486
dids_18	0.601	0.098
dids_19	-0.071	0.671
dids_20	0.711	-0.005

Component analysis (reproducing full covariance matrix)

	TC1	TC2
dids_16	0.844	-0.042
dids_17	0.349	0.627
dids_18	0.749	0.078
dids_19	-0.089	0.928
dids_20	0.825	-0.032

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
dids_16	3.93561208267091	4	0.964029099997091	0.981849835767716	1	0.0276824644752838	1	3	5	5	-1.00226652556149	0.825676490889876	0.151430842607313	1258	0	1258
dids_17	3.3751987281399	4	1.53134940359424	1.2374770315421	2	0.0348896671534894	1	2	5	5	-0.389831288386468	-0.869707264886614	0.104531001589825	1258	0	1258
dids_18	3.74244833068362	4	0.951911900669447	0.975659725862171	1	0.0275079393174481	1	3	5	5	-0.598834559613585	0.0902187974593364	0.135135135135135	1258	0	1258
dids_19	3.07551669316375	3	1.57026723480465	1.25310304237307	2	0.0353302299299557	1	2	4	5	-0.133110148742892	-1.00089556597692	0.12758346581876	1258	0	1258
dids_20	3.95945945945946	4	0.969715538927949	0.984741356361126	2	0.0277639885670448	1	3	5	5	-0.96515658354968	0.686680140809775	0.162957074721781	1258	0	1258

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
dids_16	I think about the future plans I have made.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.935612	0.9818498	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>
dids_17	I talk regularly with other people about the plans for the future I have made.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.375199	1.2374770	5	<U+2582><U+2585><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_18	I work out for myself if the goals I put forward in life really suit me.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.742448	0.9756597	5	<U+2581><U+2582><U+2581><U+2586><U+2581><U+2587><U+2581><U+2585>
dids_19	I try to find out regularly what other people think about the specific direction I want to take in my life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	3	5	3.075517	1.2531030	5	<U+2585><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
dids_20	I think a lot about the future plans I strive for.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.959459	0.9847414	5	<U+2581><U+2581><U+2581><U+2583><U+2581><U+2587><U+2581><U+2586>

Scale: dids_explorerum

Overview

Reliability: .

Missing: 4.

Likert plot of scale dids_explorerum items

Distribution of scale dids_explorerum

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	dids_21, dids_22, dids_23, dids_24 & dids_25
Observations:	1256
Positive correlations:	10
Number of correlations:	10
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.78
Omega (hierarchical):	0.64
Revelle’s Omega (total):	0.78
Greatest Lower Bound (GLB):	0.77
Coefficient H:	0.76
Coefficient Alpha:	0.73

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

2.425, 0.863, 0.693, 0.557 & 0.46

Factor analysis (reproducing only shared variance)

	ML1
dids_21	0.506
dids_22	0.654
dids_23	0.657
dids_24	0.709
dids_25	0.444

Component analysis (reproducing full covariance matrix)

	PC1
dids_21	0.647
dids_22	0.718
dids_23	0.753
dids_24	0.763
dids_25	0.585

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
dids_21	3.72452229299363	4	1.17823483137514	1.08546526032625	2	0.0306281742326789	1	3	5	5	-0.751141929181959	-0.0110395541570215	0.128184713375796	1256	0	1256
dids_22	3.11464968152866	3	1.64740274570508	1.28351187984571	2	0.0362163828935549	1	2	4	5	-0.140032067189211	-1.07698983965902	0.113455414012739	1256	0	1256
dids_23	3.64570063694268	4	1.28871456847768	1.13521564844644	1	0.0320319626459817	1	3	5	5	-0.69503800457668	-0.263443209710966	0.121019108280255	1256	0	1256
dids_24	3.52070063694268	4	1.51032811429441	1.2289540733056	2	0.0346769453219082	1	2	5	5	-0.500584697541783	-0.759108958688361	0.125398089171975	1256	0	1256
dids_25	3.61624203821656	4	1.25978379475728	1.12240090643107	1	0.0316703737812438	1	3	5	5	-0.515215488571145	-0.532970216630536	0.123407643312102	1256	0	1256

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
dids_21	I keep looking for the direction I want to take in my life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.724165	1.084822	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_22	I am doubtful about what I really want to achieve in life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	3	5	3.116057	1.283596	5	<U+2583><U+2586><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>
dids_23	I keep wondering which direction my life has to take.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	2	0.9984127	1	4	5	3.643879	1.135406	5	<U+2581><U+2582><U+2581><U+2585><U+2581><U+2587><U+2581><U+2585>
dids_24	I worry about what I want to do with my future.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	3.521877	1.229173	5	<U+2582><U+2583><U+2581><U+2585><U+2581><U+2587><U+2581><U+2586>
dids_25	It is hard to stop thinking about the direction I want to follow in life.	haven_labelled	1. strongly disagree, 2. disagree, 3. neither agree nor disagree, 4. agree, 5. strongly agree	3	0.9976190	1	4	5	3.614161	1.124378	5	<U+2581><U+2583><U+2581><U+2586><U+2581><U+2587><U+2581><U+2586>

Scale: k10_distress

Overview

Reliability: .

Missing: 3.

Likert plot of scale k10_distress items

Distribution of scale k10_distress

Reliability details

---

Scale diagnosis

Reliability (internal consistency) estimates

---

Scale structure

Information about this scale

Dataframe:	res$dat
Items:	k10_1, k10_2, k10_3, k10_4, k10_5, k10_6, k10_7, k10_8, k10_9 & k10_10
Observations:	1257
Positive correlations:	45
Number of correlations:	45
Percentage positive correlations:	100

Estimates assuming interval level

Omega (total):	0.95
Omega (hierarchical):	0.84
Revelle’s Omega (total):	0.95
Greatest Lower Bound (GLB):	0.96
Coefficient H:	0.94
Coefficient Alpha:	0.93

(Estimates assuming ordinal level not computed, as the polychoric correlation matrix has missing values.)

Note: the normal point estimate and confidence interval for omega are based on the procedure suggested by Dunn, Baguley & Brunsden (2013) using the MBESS function ci.reliability, whereas the psych package point estimate was suggested in Revelle & Zinbarg (2008). See the help (‘?ufs::scaleStructure’) for more information.

---

Eigen values

6.232, 0.74, 0.635, 0.503, 0.475, 0.363, 0.295, 0.281, 0.261 & 0.213

Factor analysis (reproducing only shared variance)

	ML1
k10_1	0.657
k10_2	0.706
k10_3	0.752
k10_4	0.840
k10_5	0.737
k10_6	0.701
k10_7	0.837
k10_8	0.696
k10_9	0.824
k10_10	0.840

Component analysis (reproducing full covariance matrix)

	PC1
k10_1	0.708
k10_2	0.755
k10_3	0.794
k10_4	0.842
k10_5	0.786
k10_6	0.749
k10_7	0.842
k10_8	0.737
k10_9	0.830
k10_10	0.837

Item descriptives

	mean	median	var	sd	IQR	se	min	q1	q3	max	skew	kurt	dip	n	NA	valid
k10_1	3.2291169451074	3	1.43631713360595	1.19846448992281	2	0.0338031779538844	1	2	4	5	-0.153390206400876	-0.813209948724386	0.118138424821002	1257	0	1257
k10_2	2.98568019093079	3	1.47431707279996	1.21421459091874	2	0.0342474159527852	1	2	4	5	-0.02603599918442	-0.843661332780612	0.105409705648369	1257	0	1257
k10_3	2.33094669848846	2	1.53529153935414	1.23906881945844	2	0.0349484395686691	1	1	3	5	0.590191451404303	-0.661315861768303	0.126889419252188	1257	0	1257
k10_4	2.66746221161496	3	1.78582739208205	1.33634852941964	3	0.0376922533193231	1	1	4	5	0.26660867997241	-1.08176232310215	0.12291169451074	1257	0	1257
k10_5	2.80747812251392	3	1.59984849175826	1.2648511737585	2	0.0356756413487828	1	1	4	5	0.0817855000840105	-0.992062548142964	0.101431980906921	1257	0	1257
k10_6	2.3587907716786	2	1.57259981048802	1.25403341681473	2	0.0353705221182115	1	1	3	5	0.509868090213437	-0.80461136167724	0.12211614956245	1257	0	1257
k10_7	2.78758949880668	3	1.82188407339282	1.34977185975735	2	0.0380708638062876	1	1	4	5	0.156697108394381	-1.15677884949854	0.115751789976134	1257	0	1257
k10_8	3.030230708035	3	1.68379875246391	1.29761271281685	2	0.0365996938711099	1	2	4	5	-0.04300720637442	-1.04142692823471	0.10461416070008	1257	0	1257
k10_9	2.45902943516309	2	1.62909236935581	1.27635902839123	2	0.0360002250651036	1	1	3	5	0.433260181595824	-0.910973208740821	0.117740652346858	1257	0	1257
k10_10	2.53858392999204	2	1.92864544537849	1.38875679849947	3	0.0391704498456753	1	1	4	5	0.415827715140582	-1.10673956310366	0.105409705648369	1257	0	1257

Scattermatrix

Scatterplot

---

Summary statistics

name	label	data_type	value_labels	n_missing	complete_rate	min	median	max	mean	sd	n_value_labels	hist
k10_1	During the last 30 days, about how often did you feel tired out for no good reason?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	3	5	3.229730	1.198185	5	<U+2582><U+2585><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>
k10_2	During the last 30 days, about how often did you feel nervous?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	3	5	2.985692	1.213732	5	<U+2583><U+2585><U+2581><U+2587><U+2581><U+2585><U+2581><U+2583>
k10_3	During the last 30 days, about how often did you feel so nervous that nothing could calm you down?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	2	5	2.331478	1.238719	5	<U+2587><U+2586><U+2581><U+2586><U+2581><U+2583><U+2581><U+2582>
k10_4	During the last 30 days, about how often did you feel hopeless?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	3	5	2.668522	1.336345	5	<U+2587><U+2586><U+2581><U+2587><U+2581><U+2585><U+2581><U+2583>
k10_5	During the last 30 days, about how often did you feel restless or fidgety?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	3	5	2.808426	1.264795	5	<U+2586><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2583>
k10_6	During the last 30 days, about how often did you feel so restless you could not sit still?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	2	5	2.358506	1.253575	5	<U+2587><U+2585><U+2581><U+2586><U+2581><U+2583><U+2581><U+2582>
k10_7	During the last 30 days, about how often did you feel depressed?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	3	0.9976190	1	3	5	2.787590	1.349772	5	<U+2587><U+2587><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>
k10_8	During the last 30 days, about how often did you feel that everything was an effort?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	3	5	3.031002	1.297385	5	<U+2585><U+2586><U+2581><U+2587><U+2581><U+2586><U+2581><U+2585>
k10_9	During the last 30 days, about how often did you feel so sad that nothing could cheer you up?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	2	5	2.459459	1.275942	5	<U+2587><U+2586><U+2581><U+2586><U+2581><U+2583><U+2581><U+2582>
k10_10	During the last 30 days, about how often did you feel worthless?	haven_labelled	1. none of the time, 2. a little of the time, 3. some of the time, 4. most of the time, 5. all of the time	2	0.9984127	1	2	5	2.538951	1.388265	5	<U+2587><U+2585><U+2581><U+2585><U+2581><U+2583><U+2581><U+2583>

Missingness report

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "SCORE dataset for PSY 5960 workflow project",
  "description": "Select data from the SCORE dataset (Moin Syed) to be used in the PSY 5960 workflow project\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.4).",
  "creator": "Linh Nguyen",
  "temporalCoverage": "Fall 2020",
  "spatialCoverage": "Online",
  "datePublished": "2020-12-17",
  "keywords": ["age", "ethnic_cat", "liveus", "gender_f", "gender_o", "sexualo_o", "schooling", "socialclass", "usborn", "usbornp", "politics", "religion", "rse_1", "rse_2R", "rse_3", "rse_4", "rse_5R", "rse_6R", "rse_7", "rse_8R", "rse_9R", "rse_10", "epsi_1", "epsi_2", "epsi_3", "epsi_4", "epsi_5", "epsi_6", "epsi_7", "epsi_8", "epsi_9", "epsi_10", "epsi_11", "epsi_12", "bfas_1R", "bfas_2R", "bfas_3", "bfas_4", "bfas_5", "bfas_6", "bfas_7", "bfas_8R", "bfas_9", "bfas_10", "bfas_11", "bfas_12", "bfas_13R", "bfas_14R", "bfas_15R", "bfas_16R", "bfas_17R", "bfas_18", "bfas_19", "bfas_20", "bfas_21R", "bfas_22", "bfas_23R", "bfas_24R", "bfas_25", "bfas_26", "bfas_27", "bfas_28", "bfas_29R", "bfas_30", "bfas_31", "bfas_32R", "bfas_33R", "bfas_34R", "bfas_35", "bfas_36R", "bfas_37R", "bfas_38", "bfas_39", "bfas_40", "bfas_41R", "bfas_42", "bfas_43", "bfas_44", "bfas_45R", "bfas_46", "bfas_47", "bfas_48R", "bfas_49R", "bfas_50R", "bfas_51", "bfas_52R", "bfas_53R", "bfas_54R", "bfas_55R", "bfas_56R", "bfas_57", "bfas_58", "bfas_59", "bfas_60R", "bfas_61", "bfas_62R", "bfas_63", "bfas_64R", "bfas_65", "bfas_66", "bfas_67R", "bfas_68R", "bfas_69", "bfas_70", "bfas_71R", "bfas_72", "bfas_73", "bfas_74", "bfas_75", "bfas_76R", "bfas_77R", "bfas_78R", "bfas_79R", "bfas_80R", "bfas_81", "bfas_82R", "bfas_83R", "bfas_84", "bfas_85R", "bfas_86", "bfas_87R", "bfas_88", "bfas_89", "bfas_90R", "bfas_91", "bfas_92", "bfas_93R", "bfas_94", "bfas_95", "bfas_96", "bfas_97R", "bfas_98", "bfas_99R", "bfas_100", "dids_1", "dids_2", "dids_3", "dids_4", "dids_5", "dids_6", "dids_7", "dids_8", "dids_9", "dids_10", "dids_11", "dids_12", "dids_13", "dids_14", "dids_15", "dids_16", "dids_17", "dids_18", "dids_19", "dids_20", "dids_21", "dids_22", "dids_23", "dids_24", "dids_25", "k10_1", "k10_2", "k10_3", "k10_4", "k10_5", "k10_6", "k10_7", "k10_8", "k10_9", "k10_10", "rse_selfesteem", "rse_positive", "rse_negative", "epsi_confusion", "epsi_coherence", "bfas_agreeableness", "bfas_conscientiousness", "bfas_extraversion", "bfas_neuroticism", "bfas_opennessdomain", "bfas_assertiveness", "bfas_compassion", "bfas_enthusiasm", "bfas_industriousness", "bfas_intellect", "bfas_opennessaspect", "bfas_orderliness", "bfas_politeness", "bfas_volatility", "bfas_withdrawal", "dids_commitmaking", "dids_commitid", "dids_explorebreadth", "dids_exploredepth", "dids_explorerum", "k10_distress"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "age",
      "@type": "propertyValue"
    },
    {
      "name": "ethnic_cat",
      "description": "Which of the following races/ethnicities do you most identify with? - Selected Choice",
      "value": "1. white,\n2. black,\n6. other,\n7. latino",
      "maxValue": 7,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "liveus",
      "description": "Do you live in the U.S.?",
      "value": "0. No,\n1. Yes",
      "maxValue": 1,
      "minValue": 0,
      "@type": "propertyValue"
    },
    {
      "name": "gender_f",
      "description": "Gender Coded as Factor",
      "value": "1. female,\n2. male,\n3. nonbinary",
      "maxValue": 3,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "gender_o",
      "description": "I identify my gender as: (please specify)",
      "@type": "propertyValue"
    },
    {
      "name": "sexualo_o",
      "description": "I identify my sexual orientation as: (please specify)",
      "@type": "propertyValue"
    },
    {
      "name": "schooling",
      "description": "What is your level of schooling?",
      "value": "1. did not complete high school,\n2. high school graduate,\n3. currently attending two-yr college,\n4. currently attending four-yr college,\n5. two-year college grad,\n6. 4-yr college grad,\n7. grad/professional degree",
      "maxValue": 7,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "socialclass",
      "description": "Which of the following best describes your social class background?",
      "value": "1. low-income/poor,\n2. working class/lower middle class,\n3. middle class,\n4. upper middle class,\n5. upper class",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "usborn",
      "description": "Were you born in the U.S.?",
      "value": "0. No,\n1. Yes",
      "maxValue": 1,
      "minValue": 0,
      "@type": "propertyValue"
    },
    {
      "name": "usbornp",
      "description": "Were your parents born in the U.S.?",
      "value": "1. neither parent U.S. born,\n2. one parent U.S. born,\n3. both parents U.S. born",
      "maxValue": 3,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "politics",
      "description": "Which of the following best describes how you would label your political views?",
      "value": "1. extremely liberal,\n2. liberal,\n3. slightly liberal,\n4. moderate, middle of the road,\n5. slightly conservative,\n6. conservative,\n7. extremely conservative",
      "maxValue": 7,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "religion",
      "description": "How would you describe your religious views?",
      "value": "1. not at all religious,\n2. a little religious,\n3. fairly religious,\n4. very religious",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_1",
      "description": "On the whole, I am satisfied with myself.",
      "value": "1. strongly disagree,\n2. disagree,\n3. agree,\n4. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_2R",
      "description": "At times, I think I am no good at all.",
      "value": "4. strongly disagree,\n3. disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_3",
      "description": "I feel that I have a number of good qualities.",
      "value": "1. strongly disagree,\n2. disagree,\n3. agree,\n4. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_4",
      "description": "I am able to do things as well as most other people.",
      "value": "1. strongly disagree,\n2. disagree,\n3. agree,\n4. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_5R",
      "description": "I feel I do not have much to be proud of.",
      "value": "4. strongly disagree,\n3. disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_6R",
      "description": "I certainly feel useless at times.",
      "value": "4. strongly disagree,\n3. disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_7",
      "description": "I feel that I’m a person of worth, at least on an equal plane with others.",
      "value": "1. strongly disagree,\n2. disagree,\n3. agree,\n4. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_8R",
      "description": "I wish I could have more respect for myself.",
      "value": "4. strongly disagree,\n3. disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_9R",
      "description": "All in all, I am inclined to feel that I am a failure.",
      "value": "4. strongly disagree,\n3. disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_10",
      "description": "I take a positive attitude toward myself.",
      "value": "1. strongly disagree,\n2. disagree,\n3. agree,\n4. strongly agree",
      "maxValue": 4,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_1",
      "description": "I change my opinion of myself a lot",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_2",
      "description": "I've got a clear idea of what I want to be",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_3",
      "description": "I feel mixed up",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_4",
      "description": "The important things in life are clear to me",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_5",
      "description": "I've got it together",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_6",
      "description": "I know what kind of person I am",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_7",
      "description": "I can't decide what I want to do with my life",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_8",
      "description": "I have a strong sense of what it means to be a person of my gender",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_9",
      "description": "I like myself and am proud of what I stand for",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_10",
      "description": "I don't really know who I am",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_11",
      "description": "I work to keep up a certain image when I'm with people",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "epsi_12",
      "description": "I don't really feel involved",
      "value": "1. strongly disagree,\n2. disagree,\n3. neutral,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_1R",
      "description": "Seldom feel blue.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_2R",
      "description": "Am not interested in other people's problems.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_3",
      "description": "Carry out my plans.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_4",
      "description": "Make friends easily.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_5",
      "description": "Am quick to understand things.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_6",
      "description": "Get angry easily.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_7",
      "description": "Respect authority.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_8R",
      "description": "Leave my belongings around.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_9",
      "description": "Take charge.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_10",
      "description": "Enjoy the beauty of nature.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_11",
      "description": "Am filled with doubts about things.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_12",
      "description": "Feel others' emotions.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_13R",
      "description": "Waste my time.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_14R",
      "description": "Am hard to get to know.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_15R",
      "description": "Have difficulty understanding abstract ideas.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_16R",
      "description": "Rarely get irritated.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_17R",
      "description": "Believe that I am better than others.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_18",
      "description": "Like order.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_19",
      "description": "Have a strong personality.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_20",
      "description": "Believe in the importance of art.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_21R",
      "description": "Feel comfortable with myself.",
      "value": "5. strongly disagree,\n4. disagree,\n3. neither agree nor disagree,\n2. agree,\n1. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "bfas_22",
      "description": "Inquire about others' well-being.",
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      "description": "I have made a choice concerning some of my plans for the future.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_5",
      "description": "I know what I want to achieve in my life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_6",
      "description": "Plans for the future offer me a sense of security.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_7",
      "description": "Future plans give me self-confidence.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_8",
      "description": "Because of the path of life I have mapped out, I feel certain about myself.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_9",
      "description": "I sense that the direction I want to take in life will really suit me.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_10",
      "description": "I value my plans for the future very much.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_11",
      "description": "I think about the direction I want to take in my life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_12",
      "description": "I think a lot about how I see my future.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_13",
      "description": "I try to figure out regularly which lifestyle would suit me.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_14",
      "description": "I think about what to do with my life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_15",
      "description": "I try to find out which lifestyle would be good for me.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_16",
      "description": "I think about the future plans I have made.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_17",
      "description": "I talk regularly with other people about the plans for the future I have made.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_18",
      "description": "I work out for myself if the goals I put forward in life really suit me.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_19",
      "description": "I try to find out regularly what other people think about the specific direction I want to take in my life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_20",
      "description": "I think a lot about the future plans I strive for.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_21",
      "description": "I keep looking for the direction I want to take in my life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_22",
      "description": "I am doubtful about what I really want to achieve in life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_23",
      "description": "I keep wondering which direction my life has to take.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_24",
      "description": "I worry about what I want to do with my future.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "dids_25",
      "description": "It is hard to stop thinking about the direction I want to follow in life.",
      "value": "1. strongly disagree,\n2. disagree,\n3. neither agree nor disagree,\n4. agree,\n5. strongly agree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_1",
      "description": "During the last 30 days, about how often did you feel tired out for no good reason?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_2",
      "description": "During the last 30 days, about how often did you feel nervous?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_3",
      "description": "During the last 30 days, about how often did you feel so nervous that nothing could calm you down?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_4",
      "description": "During the last 30 days, about how often did you feel hopeless?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_5",
      "description": "During the last 30 days, about how often did you feel restless or fidgety?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_6",
      "description": "During the last 30 days, about how often did you feel so restless you could not sit still?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_7",
      "description": "During the last 30 days, about how often did you feel depressed?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_8",
      "description": "During the last 30 days, about how often did you feel that everything was an effort?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_9",
      "description": "During the last 30 days, about how often did you feel so sad that nothing could cheer you up?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "k10_10",
      "description": "During the last 30 days, about how often did you feel worthless?",
      "value": "1. none of the time,\n2. a little of the time,\n3. some of the time,\n4. most of the time,\n5. all of the time",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "rse_selfesteem",
      "description": "General Self-Esteem 10 RSE items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "rse_positive",
      "description": "Positive Self-Esteem 5 RSE items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "rse_negative",
      "description": "Negative Self-Esteem 5 RSE items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "epsi_confusion",
      "description": "Identity Confusion 6 EPSI items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "epsi_coherence",
      "description": "Identity Coherence 6 EPSI items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_agreeableness",
      "description": "Agreeableness Domain 20 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_conscientiousness",
      "description": "Conscientiousness Domain 20 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_extraversion",
      "description": "Extraversion Domain 20 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_neuroticism",
      "description": "Neuroticism Domain 20 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_opennessdomain",
      "description": "Openness Domain 20 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_assertiveness",
      "description": "Assertiveness Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_compassion",
      "description": "Compassion Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_enthusiasm",
      "description": "Enthusiasm Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_industriousness",
      "description": "Industriousness Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_intellect",
      "description": "Intellect Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_opennessaspect",
      "description": "Openness Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_orderliness",
      "description": "Orderliness Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_politeness",
      "description": "Politeness Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_volatility",
      "description": "Volatility Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "bfas_withdrawal",
      "description": "Withdrawal Aspect 10 BFAS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "dids_commitmaking",
      "description": "Commitment Making 5 DIDS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "dids_commitid",
      "description": "Identification with Commitment 5 DIDS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "dids_explorebreadth",
      "description": "Exploration in Breadth 5 DIDS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "dids_exploredepth",
      "description": "Exploration in Depth 5 DIDS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "dids_explorerum",
      "description": "Ruminative Exploration 5 DIDS items aggregated by rowMeans",
      "@type": "propertyValue"
    },
    {
      "name": "k10_distress",
      "description": "Psychological Distress 10 K10 items aggregated by rowMeans",
      "@type": "propertyValue"
    }
  ]
}`