Evidence map›Paper›PMID 42102761›Full record

ArticleThe journal of nutrition, health & aging2026

Associations between productive engagement and intrinsic capacity and their longitudinal effects on subjective well-being among older adults: a cross-lagged panel mediation analysis.

Yaqian Jiang, Jie Fu, Chenxi Zhou, Xiao Yue, Yu Liu

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Article in The journal of nutrition, health & aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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5 authors.

Yaqian JiangDepartment of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China; Department of Cardiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Jie FuDepartment of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Chenxi ZhouDepartment of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
Xiao YueDepartment of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China. Electronic address: yxenable@tjh.tjmu.edu.cn.
Yu LiuDepartment of Nursing, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China. Electronic address: yliu@tjh.tjmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMaintaining subjective well-being (SWB) is a key goal of healthy ageing, but the relationship between productive engagement (PE) and well-being remains unclear. Intrinsic capacity (IC), as defined by the WHO, is central to functional ability. However, the reciprocal relationship between PE and IC and their combined roles in shaping SWB remain underexplored. This study examined the bidirectional associations between PE and IC, and further explored whether IC and PE mediate each other's longitudinal effects on SWB among older adults in China.

methodsData from three waves (2011, 2013, and 2015) of the China Health and Retirement Longitudinal Study (CHARLS) were analyzed. The sample consisted of 4,365 adults aged 60 years and older who participated in all three waves. PE was assessed through employment, volunteering, and caregiving activities, while IC was measured across five WHO domains. SWB was assessed by self-reported life satisfaction. Cross-lagged panel models were used to test the bidirectional relationships between PE, IC, and SWB, adjusting for demographic and health covariates. Indirect effects were evaluated using bootstrapping with 5,000 resamples.

resultsA bidirectional relationship between PE and IC was observed. Baseline PE predicted greater subsequent IC (β = 0.075, p < 0.001), and higher IC predicted increased PE (β = 0.065, p < 0.001). The association between PE and later SWB operated indirectly through IC (β = 0.0058, 95% CI: 0.0025-0.0092), while the reverse pathway was not significant. Exploratory subgroup analyses suggested descriptively stronger associations among participants aged ≥70 years and those with IADL limitations.

conclusionsThis study provides evidence of reciprocal longitudinal associations between PE and IC, and suggests that IC may partly link PE to subsequent SWB. These findings suggest that IC may function as both a determinant and an outcome of engagement, and that policies combining opportunities for meaningful participation with capacity-preserving strategies may promote healthy ageing.

Indexed as

Healthy AgingPersonal SatisfactionPsychological Well-BeingAgedAgingChinaEmploymentFemaleHealth StatusHumansLongitudinal StudiesMaleMediation AnalysisMiddle AgedRetirementVolunteersCHARLSCross-lagged panel modelIntrinsic capacityProductive engagementSubjective well-being

Identifiers

PMID42102761
PMCPMC13185889

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.