Metadata

Description

Dataset name: A short name for the data

Longer description of the dataset

Metadata for search engines

  • Temporal Coverage: Timespan of data collection

  • Date published: 2020-12-17

x
usborn
firstgen
meim01
meim02
meim03
meim04
meim05
meim06
meim07
meim08
meim09
meim10
meim11
meim12
swl01
swl02
swl03
swl04
swl05
meim
swl

Variables

usborn

Were you born in the U.S.?

Distribution

Distribution of values for usborn

Distribution of values for usborn

0 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 0 1 0 1 1 0.7563291 0.4299773 2 <U+2582><U+2581><U+2581><U+2581><U+2581><U+2581><U+2581><U+2587>

Value labels

Response choices
name value
No 0
Yes 1

firstgen

Are you the first person in your family to go to college?

Distribution

Distribution of values for firstgen

Distribution of values for firstgen

0 missing values.

Summary statistics

name label data_type n_missing complete_rate min median max mean sd hist
firstgen Are you the first person in your family to go to college? numeric 0 1 0 0 1 0.2531646 0.4355141 <U+2587><U+2581><U+2581><U+2581><U+2583>

Scale: meim

Overview

Reliability: .

Missing: 1.

Likert plot of scale meim items

Likert plot of scale meim items

Distribution of scale meim

Distribution of scale meim

Reliability details

Scale diagnosis
Reliability (internal consistency) estimates
Scale structure
Information about this scale
Dataframe: res$dat
Items: meim01, meim02, meim03, meim04, meim05, meim06, meim07, meim08, meim09, meim10, meim11 & meim12
Observations: 315
Positive correlations: 66
Number of correlations: 66
Percentage positive correlations: 100
Estimates assuming interval level
Omega (total): 0.93
Omega (hierarchical): 0.75
Revelle’s Omega (total): 0.93
Greatest Lower Bound (GLB): 0.95
Coefficient H: 0.92
Coefficient Alpha: 0.90

(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

5.937, 1.258, 0.796, 0.718, 0.64, 0.578, 0.513, 0.418, 0.403, 0.276, 0.251 & 0.213

Factor analysis (reproducing only shared variance)
ML1 ML2
meim01 0.060 0.515
meim02 -0.150 0.708
meim03 0.198 0.509
meim04 -0.098 0.672
meim05 0.717 -0.025
meim06 0.403 0.393
meim07 0.227 0.589
meim08 0.042 0.642
meim09 0.888 -0.024
meim10 0.308 0.448
meim11 0.544 0.350
meim12 0.866 0.011
Component analysis (reproducing full covariance matrix)
TC1 TC2
meim01 0.122 0.618
meim02 -0.066 0.819
meim03 0.510 0.275
meim04 -0.009 0.774
meim05 0.837 -0.170
meim06 0.723 0.097
meim07 0.589 0.297
meim08 0.245 0.578
meim09 0.890 -0.069
meim10 0.569 0.258
meim11 0.727 0.189
meim12 0.893 -0.060
Item descriptives
mean median var sd IQR se min q1 q3 max skew kurt dip n NA valid
meim01 3.06349206349206 3 0.48640177939541 0.697425106656915 1 0.0392954530830388 1 2 4 4 -0.540166760467086 0.549785049669613 0.125396825396825 315 0 315
meim02 2.64761904761905 3 0.693903548680619 0.833008732655678 1 0.0469347249753304 1 2 4 4 -0.0270617674207848 -0.609059971530302 0.182539682539683 315 0 315
meim03 3.08253968253968 3 0.553675058133657 0.744093447178281 1 0.0419249161865555 1 2 4 4 -0.367402076974029 -0.440147540799743 0.152380952380952 315 0 315
meim04 3.03809523809524 3 0.635486806187443 0.797174263374981 1 0.0449156813634291 1 2 4 4 -0.523991347110791 -0.17628003224231 0.149206349206349 315 0 315
meim05 3.52380952380952 4 0.294813466787989 0.542967279666085 1 0.0305927404392107 2 3 NA 4 -0.515405898503833 -0.906575792731606 0.215873015873016 315 0 315
meim06 3.11746031746032 3 0.594439389343848 0.770998955475199 1 0.0434408698407404 1 2 4 4 -0.414582680059394 -0.60965969967087 0.173015873015873 315 0 315
meim07 3.14603174603175 3 0.462683247396623 0.68020823825989 1 0.038325392444449 1 2 4 4 -0.495224630874699 0.332475417589208 0.149206349206349 315 0 315
meim08 3.04126984126984 3 0.651157618036599 0.806943379696865 1 0.045466108711721 1 2 4 4 -0.551025190045381 -0.166926676442675 0.152380952380952 315 0 315
meim09 3.41269841269841 3 0.421494287736326 0.649225914251985 1 0.0365797362473384 1 2 4 4 -0.726203547429246 -0.179082036535803 0.20952380952381 315 0 315
meim10 3.21269841269841 3 0.569264988373269 0.75449651316177 1 0.0425110625517667 1 2 4 4 -0.687191823544184 0.0381919259375321 0.195238095238095 315 0 315
meim11 3.1968253968254 3 0.585340208270145 0.765075295817441 1 0.0431071094298526 1 2 4 4 -0.607830969052962 -0.265470711338748 0.195238095238095 315 0 315
meim12 3.42857142857143 3 0.366696997270246 0.605555114973233 1 0.0341191654594829 1 2 4 4 -0.632723164463184 -0.0684785589690713 0.23015873015873 315 0 315
Scattermatrix
Scatterplot

Scatterplot

Summary statistics

name label data_type value_labels n_missing complete_rate min median max mean sd n_value_labels hist
meim01 I have spent time trying to find out more about my ethnic group, such as its history, traditions, and customs. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.063492 0.6974251 4 <U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2583>
meim02 I am active in organizations or social groups that include mostly members of my own ethnic group. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 2.647619 0.8330087 4 <U+2582><U+2581><U+2587><U+2581><U+2581><U+2587><U+2581><U+2583>
meim03 I have a clear sense of my ethnic background and what it means for me. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.082540 0.7440934 4 <U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2585>
meim04 I think a lot about how my life will be affected by my ethnic group membership. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.038095 0.7971743 4 <U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2585>
meim05 I am happy that I am a member of the group I belong to. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 2 4 4 3.523810 0.5429673 4 <U+2581><U+2581><U+2581><U+2586><U+2581><U+2581><U+2581><U+2587>
meim06 I have a strong sense of belonging to my own ethnic group. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.117460 0.7709990 4 <U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2586>
meim07 I understand pretty well what my ethnic group membership means to me. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.146032 0.6802082 4 <U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2585>
meim08 In order to learn more about my ethnic background, I have often talked to other people about my ethnic group. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.041270 0.8069434 4 <U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2585>
meim09 I have a lot of pride in my ethnic group. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.412698 0.6492259 4 <U+2581><U+2581><U+2581><U+2581><U+2581><U+2587><U+2581><U+2587>
meim10 I participate in cultural practices of my own group, such as special food, music, or customs. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.212698 0.7544965 4 <U+2581><U+2581><U+2582><U+2581><U+2581><U+2587><U+2581><U+2587>
meim11 I feel a strong attachment towards my own ethnic group. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.196825 0.7650753 4 <U+2581><U+2581><U+2583><U+2581><U+2581><U+2587><U+2581><U+2587>
meim12 I feel good about my cultural or ethnic background. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Agree,
4. Strongly agree		 1 0.9968354 1 3 4 3.428571 0.6055551 4 <U+2581><U+2581><U+2581><U+2581><U+2581><U+2587><U+2581><U+2587>

Scale: swl

Overview

Reliability: .

Missing: 4.

Likert plot of scale swl items

Likert plot of scale swl items

Distribution of scale swl

Distribution of scale swl

Reliability details

Scale diagnosis
Reliability (internal consistency) estimates
Scale structure
Information about this scale
Dataframe: res$dat
Items: swl01, swl02, swl03, swl04 & swl05
Observations: 312
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: 0.86
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

3.025, 0.7, 0.562, 0.41 & 0.303

Factor analysis (reproducing only shared variance)
ML1
swl01 0.727
swl02 0.709
swl03 0.824
swl04 0.769
swl05 0.512
Component analysis (reproducing full covariance matrix)
PC1
swl01 0.802
swl02 0.789
swl03 0.841
swl04 0.811
swl05 0.628
Item descriptives
mean median var sd IQR se min q1 q3 max skew kurt dip n NA valid
swl01 3.24038461538462 3 0.961322038090527 0.980470314742128 1 0.0555082010021517 1 2 4 5 -0.271028888013719 -0.602176492509798 0.150641025641026 312 0 312
swl02 3.33974358974359 3 1.03532855140572 1.01751095886272 1 0.0576052145355349 1 2 4 5 -0.259317356478923 -0.553363270088919 0.15224358974359 312 0 312
swl03 3.54807692307692 4 1.08449789760079 1.04139228804557 1 0.0589572285644647 1 3 5 5 -0.610137384826769 -0.259370344183002 0.102564102564103 312 0 312
swl04 3.60576923076923 4 1.15919490477368 1.07665914047747 1 0.0609538209182249 1 3 5 5 -0.75069558115987 0.0562286257029084 0.108974358974359 312 0 312
swl05 2.9775641025641 3 1.66830530134389 1.2916289333024 2 0.0731240888907493 1 2 4 5 0.0239175257751605 -1.1177691813144 0.118589743589744 312 0 312
Scattermatrix
Scatterplot

Scatterplot

Summary statistics

name label data_type value_labels n_missing complete_rate min median max mean sd n_value_labels hist
swl01 In most ways my life is close to my ideal. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Neither agree nor disagree,
4. Agree,
5. Strongly agree		 4 0.9873418 1 3 5 3.240385 0.9804703 5 <U+2581><U+2585><U+2581><U+2586><U+2581><U+2587><U+2581><U+2582>
swl02 The conditions of my life are excellent. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Neither agree nor disagree,
4. Agree,
5. Strongly agree		 4 0.9873418 1 3 5 3.339744 1.0175110 5 <U+2581><U+2585><U+2581><U+2587><U+2581><U+2587><U+2581><U+2582>
swl03 I am satisfied with my life. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Neither agree nor disagree,
4. Agree,
5. Strongly agree		 4 0.9873418 1 4 5 3.548077 1.0413923 5 <U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2583>
swl04 So far I have gotten the important things I want in life. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Neither agree nor disagree,
4. Agree,
5. Strongly agree		 4 0.9873418 1 4 5 3.605769 1.0766591 5 <U+2581><U+2582><U+2581><U+2583><U+2581><U+2587><U+2581><U+2583>
swl05 If I could live my life over, I would change almost nothing. haven_labelled 1. Strongly disagree,
2. Disagree,
3. Neither agree nor disagree,
4. Agree,
5. Strongly agree		 4 0.9873418 1 3 5 2.977564 1.2916289 5 <U+2585><U+2587><U+2581><U+2587><U+2581><U+2587><U+2581><U+2585>

Missingness report

Codebook table