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Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China
BACKGROUND: As the number of older people is rapidly growing, prevention, screening, and treatment of mental health problems (including anxiety and depression) in this population increasingly become a heavy burden to individuals, families, and even the whole society. The Kessler-6 screening measure...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9491003/ https://www.ncbi.nlm.nih.gov/pubmed/36131316 http://dx.doi.org/10.1186/s12889-022-14193-7 |
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author | Zhang, Lisong Li, Zhongquan |
author_facet | Zhang, Lisong Li, Zhongquan |
author_sort | Zhang, Lisong |
collection | PubMed |
description | BACKGROUND: As the number of older people is rapidly growing, prevention, screening, and treatment of mental health problems (including anxiety and depression) in this population increasingly become a heavy burden to individuals, families, and even the whole society. The Kessler-6 screening measure (K6) is an efficient and effective instrument for general mental health problems. However, few studies have examined its measurement invariance across time, which is particularly important in longitudinal studies, such as exploring developmental trajectories of non-specific psychological distress and evaluating the effects of certain interventions. METHODS: The current study investigated the factor structure and the longitudinal measurement invariance of the K6 among a national representative elder sample of China. Longitudinal data in two survey waves (the year 2010, and the year 2014) from the China Family Panel Studies were drawn for secondary data analysis. A total of 3845 participants aged 60 years old and above (52.2% male, mean age = 66.99 years, SD = 5.93 years) responded to both waves of the survey. RESULTS: A comparison of four existing models with confirmatory factor analysis supported a two-factor solution of the K6. A series of multi-group confirmatory factor analyses further indicated that the K6 held strict longitudinal measurement invariance across time. Additionally, the internal consistency indices across time and the stability coefficients over time were acceptable. CONCLUSIONS: The findings further confirmed the psychometric defensibility of the K6 when used in the old Chinese population. The longitudinal measurement invariance justified comparisons of psychological distress scores among different measurement time points. |
format | Online Article Text |
id | pubmed-9491003 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-94910032022-09-22 Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China Zhang, Lisong Li, Zhongquan BMC Public Health Research BACKGROUND: As the number of older people is rapidly growing, prevention, screening, and treatment of mental health problems (including anxiety and depression) in this population increasingly become a heavy burden to individuals, families, and even the whole society. The Kessler-6 screening measure (K6) is an efficient and effective instrument for general mental health problems. However, few studies have examined its measurement invariance across time, which is particularly important in longitudinal studies, such as exploring developmental trajectories of non-specific psychological distress and evaluating the effects of certain interventions. METHODS: The current study investigated the factor structure and the longitudinal measurement invariance of the K6 among a national representative elder sample of China. Longitudinal data in two survey waves (the year 2010, and the year 2014) from the China Family Panel Studies were drawn for secondary data analysis. A total of 3845 participants aged 60 years old and above (52.2% male, mean age = 66.99 years, SD = 5.93 years) responded to both waves of the survey. RESULTS: A comparison of four existing models with confirmatory factor analysis supported a two-factor solution of the K6. A series of multi-group confirmatory factor analyses further indicated that the K6 held strict longitudinal measurement invariance across time. Additionally, the internal consistency indices across time and the stability coefficients over time were acceptable. CONCLUSIONS: The findings further confirmed the psychometric defensibility of the K6 when used in the old Chinese population. The longitudinal measurement invariance justified comparisons of psychological distress scores among different measurement time points. BioMed Central 2022-09-21 /pmc/articles/PMC9491003/ /pubmed/36131316 http://dx.doi.org/10.1186/s12889-022-14193-7 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhang, Lisong Li, Zhongquan Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China |
title | Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China |
title_full | Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China |
title_fullStr | Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China |
title_full_unstemmed | Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China |
title_short | Factor structure and longitudinal measurement invariance of the K6 among a national representative elder sample of China |
title_sort | factor structure and longitudinal measurement invariance of the k6 among a national representative elder sample of china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9491003/ https://www.ncbi.nlm.nih.gov/pubmed/36131316 http://dx.doi.org/10.1186/s12889-022-14193-7 |
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