2022
DOI: 10.3389/fnagi.2022.934801
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The association between social engagement and depressive symptoms in middle-aged and elderly Chinese: A longitudinal subgroup identification analysis under causal inference frame

Abstract: BackgroundStudies have suggested that there is a significant association between social engagement and depression symptoms. However, this association may differ in people with different features such as different sociodemographic characteristics and health conditions.MethodsResearch data were obtained from the CHARLS database. The causal inference was performed with the propensity score. We used the linear mixed-effects model tree algorithm under the causal inference frame for subgroup identification analysis.… Show more

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Cited by 5 publications
(3 citation statements)
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“…Additionally, the group of nuns, are all involved in social work, whether it is teaching, caring for the sick or praying for others. It has been described that social engagement can reduce the risk of depressive symptoms ( 54 ).…”
Section: Discussionmentioning
confidence: 99%
“…Additionally, the group of nuns, are all involved in social work, whether it is teaching, caring for the sick or praying for others. It has been described that social engagement can reduce the risk of depressive symptoms ( 54 ).…”
Section: Discussionmentioning
confidence: 99%
“…Because missing values are unavoidable in large cohorts, mean imputation can be used as an imputation method under the mechanism of missing at random ( 37 , 38 ). The missing value rates for BADL and IADL variables are 0.98 and 1.00%, respectively.…”
Section: Methodsmentioning
confidence: 99%
“…Moreover, participation in social activities is strongly correlated with activity frequency (16). Studies have shown that social activity participation at an appropriate frequency can help improve the mental health of older adults (17,18). There has, however, been little discussion regarding the optimal frequency and type of activity, as well as the target group and their sociocultural background, despite the fact that earlier research have shown significant evidence for the prevention of depression.…”
Section: Introductionmentioning
confidence: 99%