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Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites

BACKGROUND: The Center for Epidemiologic Studies Depression (CES-D) scale is one of the most widely used tools to measure depressive symptoms in epidemiological studies. Given the importance of cross-racial measurement equivalence of the CES-D scale for research, we performed confirmatory factor ana...

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Autores principales: Assari, Shervin, Moazen-Zadeh, Ehsan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5098257/
https://www.ncbi.nlm.nih.gov/pubmed/27872599
http://dx.doi.org/10.3389/fpsyt.2016.00178
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author Assari, Shervin
Moazen-Zadeh, Ehsan
author_facet Assari, Shervin
Moazen-Zadeh, Ehsan
author_sort Assari, Shervin
collection PubMed
description BACKGROUND: The Center for Epidemiologic Studies Depression (CES-D) scale is one of the most widely used tools to measure depressive symptoms in epidemiological studies. Given the importance of cross-racial measurement equivalence of the CES-D scale for research, we performed confirmatory factor analysis (CFA) of the 12-item CES-D in a nationally representative sample of Black and White adults in the United States. METHODS: We used data from the National Survey of American Life (NSAL), 2001–2003. A total number of 3570 Blacks (African-Americans) and 891 non-Hispanic Whites were included in the present study. CFA was carried out on the 12-item CES-D scale using multi-group structural equation modeling. RESULTS: For both Blacks and Whites, the best fitting model was found to be the 3-factor model, indicating invariance of factor structure between Blacks and Whites. A statistically different fit of the models with and without constraints indicated lack of invariance of factor loadings between Blacks and Whites. Some of the positive (i.e., “as good” and “hopeful”) and interpersonal (i.e., “people were unfriendly”) items showed poor loadings, even in the 3-factor solution that allowed separate domains for positive affect, negative affect, and interpersonal problems. Despite the good fit of our final model, more items (i.e., “as good,” “hopeful,” “keeping mind,” and “everything effort”) had poorer loadings in Blacks than Whites (i.e., “as good”). CONCLUSION: There is invariance in factor structure but lack of invariance in factor/item loadings between Blacks and Whites. These findings have implications for cross-racial studies of depressive symptoms using CES-D scale among Blacks and Whites. Further research is warranted to scrutinize the role of socioeconomics and culture in explaining the lack of invariance of the CES-D scale between Blacks and Whites.
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spelling pubmed-50982572016-11-21 Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites Assari, Shervin Moazen-Zadeh, Ehsan Front Psychiatry Psychiatry BACKGROUND: The Center for Epidemiologic Studies Depression (CES-D) scale is one of the most widely used tools to measure depressive symptoms in epidemiological studies. Given the importance of cross-racial measurement equivalence of the CES-D scale for research, we performed confirmatory factor analysis (CFA) of the 12-item CES-D in a nationally representative sample of Black and White adults in the United States. METHODS: We used data from the National Survey of American Life (NSAL), 2001–2003. A total number of 3570 Blacks (African-Americans) and 891 non-Hispanic Whites were included in the present study. CFA was carried out on the 12-item CES-D scale using multi-group structural equation modeling. RESULTS: For both Blacks and Whites, the best fitting model was found to be the 3-factor model, indicating invariance of factor structure between Blacks and Whites. A statistically different fit of the models with and without constraints indicated lack of invariance of factor loadings between Blacks and Whites. Some of the positive (i.e., “as good” and “hopeful”) and interpersonal (i.e., “people were unfriendly”) items showed poor loadings, even in the 3-factor solution that allowed separate domains for positive affect, negative affect, and interpersonal problems. Despite the good fit of our final model, more items (i.e., “as good,” “hopeful,” “keeping mind,” and “everything effort”) had poorer loadings in Blacks than Whites (i.e., “as good”). CONCLUSION: There is invariance in factor structure but lack of invariance in factor/item loadings between Blacks and Whites. These findings have implications for cross-racial studies of depressive symptoms using CES-D scale among Blacks and Whites. Further research is warranted to scrutinize the role of socioeconomics and culture in explaining the lack of invariance of the CES-D scale between Blacks and Whites. Frontiers Media S.A. 2016-11-07 /pmc/articles/PMC5098257/ /pubmed/27872599 http://dx.doi.org/10.3389/fpsyt.2016.00178 Text en Copyright © 2016 Assari and Moazen-Zadeh. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Assari, Shervin
Moazen-Zadeh, Ehsan
Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites
title Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites
title_full Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites
title_fullStr Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites
title_full_unstemmed Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites
title_short Confirmatory Factor Analysis of the 12-Item Center for Epidemiologic Studies Depression Scale among Blacks and Whites
title_sort confirmatory factor analysis of the 12-item center for epidemiologic studies depression scale among blacks and whites
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5098257/
https://www.ncbi.nlm.nih.gov/pubmed/27872599
http://dx.doi.org/10.3389/fpsyt.2016.00178
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