Su Zexi
School of Social Development, Shandong Women's University, Jinan, Shandong, 250030, China.
BMC Public Health. 2025 Jul 17;25(1):2487. doi: 10.1186/s12889-025-23688-y.
Previous studies have primarily examined the impact of a particular type of productive activity on the health of older adults. However, older adults' activity participation is multifaceted and simultaneous, and it is relatively unknown what patterns of productive aging will affect the health of older people in urban areas of China. The mechanisms linking them have also not been thoroughly explored. This study identified the patterns of productive aging among urban Chinese older adults and tested whether the latent classes were associated with their health.
This study analyzed 1,258 urban older adults from the 2018 China Health and Retirement Longitudinal Survey. Patterns of participation in productive activities among urban older adults were first investigated using latent class analysis (LCA). Then, explore associations between the patterns and health using linear regression models and an automatic Bolck, Croon, and Hagenaars (BCH) approach.
Older adults' participation in productive activities in Chinese cities can be divided into three patterns: informal activities, caregiving-social-leisure, and caregiving-centered. Informal activities pattern have the best health outcomes.
This study identified heterogeneity in the participation of productive activities among older adults in urban China and revealed their co-occurring patterns. This information is critical for tailoring interventions and designing programs that can improve the health of urban older adults and provide valuable insights for follow-up research and policy formulation.
以往研究主要考察了特定类型的生产性活动对老年人健康的影响。然而,老年人的活动参与是多方面且同时进行的,在中国城市地区,何种生产性老龄化模式会影响老年人的健康相对未知。它们之间的关联机制也尚未得到充分探索。本研究确定了中国城市老年人的生产性老龄化模式,并检验了潜在类别是否与他们的健康相关。
本研究分析了来自2018年中国健康与养老追踪调查的1258名城市老年人。首先使用潜在类别分析(LCA)调查城市老年人参与生产性活动的模式。然后,使用线性回归模型和自动的博尔克、克龙和哈格纳尔斯(BCH)方法探索这些模式与健康之间的关联。
中国城市老年人参与生产性活动可分为三种模式:非正式活动、照顾-社交-休闲和以照顾为中心。非正式活动模式的健康结果最佳。
本研究确定了中国城市老年人参与生产性活动的异质性,并揭示了其共存模式。这些信息对于定制干预措施和设计能够改善城市老年人健康的项目至关重要,并为后续研究和政策制定提供了有价值的见解。