Cargando…
Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China
It is important for healthy aging to understand resilience in depth. This study aims to examine the dimensional structure underlying the Connor–Davidson Resilience Scale (CD-RISC) among Chinese older adults. Exploratory Graph Analysis (EGA) was used to evaluate the dimensional structure of CD-RISC i...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651855/ https://www.ncbi.nlm.nih.gov/pubmed/37968334 http://dx.doi.org/10.1038/s41598-023-46854-x |
_version_ | 1785147642994491392 |
---|---|
author | Wang, Yujie Xu, Jixiang Yang, Shitong Jiang, Junjia Gao, Junling |
author_facet | Wang, Yujie Xu, Jixiang Yang, Shitong Jiang, Junjia Gao, Junling |
author_sort | Wang, Yujie |
collection | PubMed |
description | It is important for healthy aging to understand resilience in depth. This study aims to examine the dimensional structure underlying the Connor–Davidson Resilience Scale (CD-RISC) among Chinese older adults. Exploratory Graph Analysis (EGA) was used to evaluate the dimensional structure of CD-RISC in two large samples: training sample (n = 11,493) and cross-validation sample (n = 7662). Then, Confirmatory Factor Analysis (CFA) was used to compare the fit of the theoretical dimensions with the EGA dimensions. Finially, Generalized Linear Model was used to examine the association between resilience scores and self-rated health (SRH) after controlling other covariates in order to evaluate the predictive value of the EGA dimensions. The EGA indicated two demensions(named foresight and self-adjustment) of the 25-item CD-RISC. The CFA comparison found that the two-demension structure of CD-RISC fit significantly better than the theoretical three-demension structure. After controlling for sociodemographic characteristics, generalized linear model showed that the EGA dimensions has better protective value with SRH. Compared with older adults with lowest quartile of foresight, those with second (odds ratio, OR = 0.68, 95% CI = 0.62 ~ 0.75), third (OR = 0.50, 95% CI = 0.45 ~ 0.56) and fourth quartile (OR = 0.42, 95% CI = 0.37 ~ 0.48) of foresight had lower odds ratio of poor SRH. Similarly, older adults with the second (OR = 1.11, 95% CI = 1.01 ~ 1.23) and fourth (OR = 0.79, 95% CI = 0.69 ~ 0.90) quartile of self-adjustment also had lower OR of poor SRH than those with lowest quartile of self-adjustment. These findings show that EGA outperforms the traditional methods, which may be helpful to understand resilience deeply. CD-RISC should be interpreted into two aspects among community-dwelling older adults in China, highlighting the significance of the practical value and cultural context of resilience. |
format | Online Article Text |
id | pubmed-10651855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106518552023-11-15 Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China Wang, Yujie Xu, Jixiang Yang, Shitong Jiang, Junjia Gao, Junling Sci Rep Article It is important for healthy aging to understand resilience in depth. This study aims to examine the dimensional structure underlying the Connor–Davidson Resilience Scale (CD-RISC) among Chinese older adults. Exploratory Graph Analysis (EGA) was used to evaluate the dimensional structure of CD-RISC in two large samples: training sample (n = 11,493) and cross-validation sample (n = 7662). Then, Confirmatory Factor Analysis (CFA) was used to compare the fit of the theoretical dimensions with the EGA dimensions. Finially, Generalized Linear Model was used to examine the association between resilience scores and self-rated health (SRH) after controlling other covariates in order to evaluate the predictive value of the EGA dimensions. The EGA indicated two demensions(named foresight and self-adjustment) of the 25-item CD-RISC. The CFA comparison found that the two-demension structure of CD-RISC fit significantly better than the theoretical three-demension structure. After controlling for sociodemographic characteristics, generalized linear model showed that the EGA dimensions has better protective value with SRH. Compared with older adults with lowest quartile of foresight, those with second (odds ratio, OR = 0.68, 95% CI = 0.62 ~ 0.75), third (OR = 0.50, 95% CI = 0.45 ~ 0.56) and fourth quartile (OR = 0.42, 95% CI = 0.37 ~ 0.48) of foresight had lower odds ratio of poor SRH. Similarly, older adults with the second (OR = 1.11, 95% CI = 1.01 ~ 1.23) and fourth (OR = 0.79, 95% CI = 0.69 ~ 0.90) quartile of self-adjustment also had lower OR of poor SRH than those with lowest quartile of self-adjustment. These findings show that EGA outperforms the traditional methods, which may be helpful to understand resilience deeply. CD-RISC should be interpreted into two aspects among community-dwelling older adults in China, highlighting the significance of the practical value and cultural context of resilience. Nature Publishing Group UK 2023-11-15 /pmc/articles/PMC10651855/ /pubmed/37968334 http://dx.doi.org/10.1038/s41598-023-46854-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . |
spellingShingle | Article Wang, Yujie Xu, Jixiang Yang, Shitong Jiang, Junjia Gao, Junling Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China |
title | Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China |
title_full | Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China |
title_fullStr | Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China |
title_full_unstemmed | Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China |
title_short | Exploratory graph analysis on the Connor–Davidson Resilience Scale (CD-RISC) among older adults in China |
title_sort | exploratory graph analysis on the connor–davidson resilience scale (cd-risc) among older adults in china |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651855/ https://www.ncbi.nlm.nih.gov/pubmed/37968334 http://dx.doi.org/10.1038/s41598-023-46854-x |
work_keys_str_mv | AT wangyujie exploratorygraphanalysisontheconnordavidsonresiliencescalecdriscamongolderadultsinchina AT xujixiang exploratorygraphanalysisontheconnordavidsonresiliencescalecdriscamongolderadultsinchina AT yangshitong exploratorygraphanalysisontheconnordavidsonresiliencescalecdriscamongolderadultsinchina AT jiangjunjia exploratorygraphanalysisontheconnordavidsonresiliencescalecdriscamongolderadultsinchina AT gaojunling exploratorygraphanalysisontheconnordavidsonresiliencescalecdriscamongolderadultsinchina |