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April 28, 2022BMC Psychiatry31 citationsOpen Access

The association between community-level socioeconomic status and depressive symptoms among middle-aged and older adults in China

YLYan LiuZLZhaorui LiuRLRichard Liang

Key Result

Higher community-level socioeconomic status was significantly associated with lower depressive symptom scores (coef -0.438), with a stronger protective effect observed among individuals with lower individual-level SES.

Study Design

Type

Observational (n=35,546)

Multicenter

Yes

Structured PICO

Does community-level socioeconomic status affect depressive symptoms in middle-aged and older adults in China?

P
Population
35,546 Chinese community-dwelling individuals aged 45 years and older from the China Health and Retirement Longitudinal Survey (CHARLS) 2011-2018.
I
Intervention
Higher community-level socioeconomic status (SES)
C
Comparator
Lower community-level socioeconomic status (SES)
O
Outcome
Depressive symptoms measured by the 10-item Center for Epidemiologic Studies Depression Scale (CES-D-10) short formpatient reported

Individuals living in lower-SES communities experience more severe depressive symptoms, particularly those who also have low individual SES.

Main Result

Effect estimate: coef -0.438

p-value: p=<0.001

Limitations

  • Use of antidepressants and family history of mental disorders were not considered due to data restrictions.
  • Cannot investigate internal mechanisms linking community SES to depressive symptoms due to missing information on mediators like social cohesion and exposure to violence.
  • Cannot obtain causal relationships despite using a longitudinal survey dataset.
  • Some variables like use of antidepressants and family history of mental disorders were not considered
  • Cannot investigate internal mechanisms linking community SES to depressive symptoms due to missing information
  • Cannot obtain causal relationships despite longitudinal survey dataset

Abstract

BACKGROUND: There was little evidence concerning the association of community socioeconomic status (SES) and the cross-level interaction between community- and individual-level SES with depressive symptoms in China. This study aimed to investigate the association of community-level SES with depressive symptoms among Chinese middle-aged and older people and to examine whether individual-level SES moderates this relationship. METHODS: Using data from the China Health and Retirement Longitudinal 2011-2018 Study, the 10-item Center for Epidemiologic Studies Depression Scale (CES-D-10) short form was used to measure depressive symptoms in 35,546 Chinese individuals aged 45 years and older. Community SES was calculated as a sum of z scores of the average years of schooling and household income per capita, which were derived by aggregating the individual measures to the community level. Two-level hierarchical linear regression was used. RESULTS: Community SES was negatively related to CES-D-10 scores (coef=-0.438). A 1-SD increase in individual SES was associated with lower CES-D-10 scores (coef=-0.490). The cross-level interaction on individual- and community-level SES was significantly associated with depressive symptoms, indicating that with the increase of individual-level SES, the effect of community-level SES on depression decreases. Stratified analyses observed robust associations of community SES with CES-D scores between urban and rural residents. CONCLUSIONS: This study showed that individuals who live in lower-SES communities had more severe depressive symptoms, particularly individuals with low SES. Additional attention should be given to the community socioeconomic context of middle-aged and older adults with lower SES, which may be helpful to reduce SES inequalities in depressive symptoms in China.

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Cite This Study

Liu et al. (2022) conducted an observational in Depressive symptoms (n=35,546). Community-level socioeconomic status (SES) vs. Lower community-level SES was evaluated on Depressive symptoms measured by the 10-item Center for Epidemiologic Studies Depression Scale (CES-D-10) (coef -0.438, p=<0.001). Higher community-level socioeconomic status was significantly associated with lower depressive symptom scores (coef -0.438), with a stronger protective effect observed among individuals with lower individual-level SES.

synapsesocial.com/papers/6a155d94a2352da347825277https://doi.org/10.1186/s12888-022-03937-9
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