[使用集群分析对老年人就业需求的分类:瓦科队列研究]
Yu Nofuji1, Yuri Yokoyama1, Yuka Nakamura1
1Research Team for Social Participation and Healthy Aging, Tokyo Metropolitan Institute for Geriatrics and Gerontology.
老年人有不同的就业需求,分为三个主要类型:专注于技能,手工和适度时间的体力劳动. 了解这些偏好是定制就业机会和劳动力成功老龄化的关键.
科学领域:
- 老年学是一门学科.
- 劳动社会学工作的社会学.
- 公共卫生 公共卫生
背景情况:
- 老年就业提供了收入之外的好处,包括改善心理和身体健康,社会参与和生活目标.
- 了解老年人的不同就业偏好对于促进他们继续参与劳动力方面至关重要.
- 以前的研究还没有充分阐明老年人的总体就业需求.
研究的目的:
- 根据多种影响因素对老年人的就业需求进行分类.
- 确定与每个已识别的就业需求类型相关的独特特征.
主要方法:
- 利用了来自Wako队列研究的数据,其中包括1,053名65岁以上的个人,他们表示愿意工作.
- 根据所需的工作时间表,任务偏好 (物理与简单) 和工作优先级 (工资,技能利用,社会贡献) 进行雇佣的非等级集群分析.
- 进行了千平方测试和多重比较,以分析人口统计和健康因素之间的群体差异.
主要成果:
- 确定了三种不同的就业类型:"最低时间表技能利用" (35.2%),"最低时间表手动" (25.6%) 和"中等时间表物理" (39.1%).
- "技能利用"小组优先使用经验和社会贡献,通常有足够的生活条件.
- "人工"组更喜欢简单的任务,失业率和脆弱性更高,而"身体"组更喜欢要求更高的工作,包括更多的男性和前蓝领工人.
结论:
- 成功澄清了三种不同类型的老年人就业需求.
- 突出了每个就业类型的相关背景因素,为老年工人个人资料提供了细微的理解.
- 调查结果可以为制定针对性的就业计划和为老龄化人口制定有效的就业匹配策略提供信息.
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