Hu Bo
Care Policy and Evaluation Centre (CPEC), Department of Health Policy, London School of Economics and Political Science, 8.01 Pankhurst House, Clement's Inn, London, WC2A 2AZ United Kingdom.
Eur J Ageing. 2021 Mar 9;18(4):523-535. doi: 10.1007/s10433-021-00608-8. eCollection 2021 Dec.
This study examines the relationship between childhood adversities and healthy ageing in the Chinese older population. The data come from the China Health and Retirement Longitudinal Survey (CHARLS), a national survey that collected life history and ageing-related information on 9248 older people aged over 60 in 2014 and 2015. The analysis of healthy ageing focuses on seven indicators: IADL limitations, ADL limitations, cognitive functioning, depressive symptoms, life satisfaction, self-reported health, and chronic illness. Using k-means clustering, an unsupervised learning technique, we identified four qualitatively different groups according to their achievement in healthy ageing. We studied 17 types of childhood adversities and found that experiencing multiple childhood adversities is associated with a lower probability of achieving healthy ageing. This relationship is moderated by age and gender. Women are more vulnerable than men to the negative impacts of childhood adversities. The threat of childhood adversities to healthy ageing is greatly attenuated among people aged over 80. We argue that the policy response to healthy ageing should not be confined to those services and programmes that directly target older people. Instead, healthy ageing can be better addressed by concerted efforts in different areas of social policy.
本研究考察了中国老年人群体中童年逆境与健康老龄化之间的关系。数据来自中国健康与养老追踪调查(CHARLS),这是一项全国性调查,于2014年和2015年收集了9248名60岁以上老年人的生活史及与老龄化相关的信息。对健康老龄化的分析聚焦于七个指标:工具性日常生活活动能力受限、日常生活活动能力受限、认知功能、抑郁症状、生活满意度、自我报告的健康状况以及慢性病。我们使用无监督学习技术k均值聚类,根据他们在健康老龄化方面的表现确定了四个性质不同的群体。我们研究了17种童年逆境类型,发现经历多种童年逆境与实现健康老龄化的可能性较低相关。这种关系受到年龄和性别的调节。女性比男性更容易受到童年逆境负面影响的伤害。童年逆境对健康老龄化的威胁在80岁以上人群中大大减弱。我们认为,对健康老龄化的政策应对不应局限于那些直接针对老年人的服务和项目。相反,通过社会政策不同领域的协同努力,可以更好地实现健康老龄化。