终身学习对老年人的主观福祉有影响吗? 关于新加坡数据的机器学习分析
1Graduate Studies, Singapore University of Social Sciences, Singapore, Singapore.
PloS one
|June 5, 2024
概括
终身学习与新加坡老年人更好的福祉有关. 积极的态度和课堂参与与更高的生活质量,生活满意度和心理健康相关.
科学领域:
- 老年学是一门学科.
- 心理学 心理学 心理学
- 社会学 社会学 社会学
背景情况:
- 对老年人来说,主观的幸福感至关重要.
- 在老年人中,终身学习的参与度在增加.
- 了解老年人学习与福祉之间的联系对于公共卫生很重要.
研究的目的:
- 调查新加坡老年人终身学习与主观福祉之间的关联.
- 开发和应用一种新的指数来衡量这一人口群体的主观幸福感.
- 探索终身学习和福祉的不同方面之间的关系.
主要方法:
- 在新加坡对300名65岁及以上的个人进行初级调查.
- 开发一种新的指数来衡量生活质量,对生活的满意度和心理健康.
- 应用监督和无监督的机器学习技术来分析数据.
主要成果:
- 对终身学习的积极态度与更高的生活质量有关.
- 积极参与终身学习活动与所有三个健康指标 (生活质量,生活满意度,心理健康) 呈正相关性.
- 机器学习模型发现了显著的关联,尽管并未确定因果关系.
结论:
- 终身学习与新加坡老年人的主观福祉有关.
- 鼓励终身学习的政策可能会提高老年人的感知幸福感.
- 需要进一步的研究来探索因果关系和干预措施.
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