退休和认知功能之间的异质性:在19个国家进行机器学习分析
Koryu Sato1,2,3, Haruko Noguchi2, Kosuke Inoue4
1Faculty of Policy Management, Keio University, Kanagawa, Japan.
International journal of epidemiology
|November 24, 2025
概括
退休可能对认知功能有好处,特别是对女性和那些社会经济地位较高或退休前健康状况较好的人来说. 这些认知益处各不相同,这表明个性化退休规划很重要.
科学领域:
- 老年学是一门学科.
- 认知科学 认知科学
- 公共卫生 公共卫生
背景情况:
- 国家养老金年龄的上升可能会通过延迟退休而影响认知衰老.
- 退休的认知影响不是统一的,在不同的人和环境中可能会有所不同.
研究的目的:
- 调查退休和认知功能之间的异质关联.
- 了解性别,社会经济地位和健康等因素如何影响退休的认知影响.
主要方法:
- 分析了来自19个县的三项纵向研究 (HRS,ELSA,SHARE) 的统一数据.
- 包括12811名年龄在50-80岁之间的个人,在三个波段 (2014-2019年) 中评估退休状态和认知功能 (单词回忆).
- 使用的仪器变量因果森林估计,使用国家养老金年龄作为退休的工具.
主要成果:
- 退休人员记忆的词汇平均比工人多1348个词.
- 在退休的认知影响中观察到显著的异质性.
- 更大的认知效益与女性,更高的社会经济地位,更好的退休前健康状况和从事体育活动有关.
结论:
- 退休的异质认知影响表明需要灵活的养老金制度.
- 政策制定者应该考虑提前退休的选择,以适应个人情况并优化认知衰老的结果.
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