就业类型与健康的联系机制:固定效应模型的面板数据分析

Sojung Lim, Baksun Sung
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引用次数: 0

摘要

利用韩国福利小组研究(2006-2017)的12波数据,我们评估了将就业类型与各种健康结果(包括抑郁、自尊和自评健康)联系起来的机制,重点关注标准就业与其他类型就业之间的差异。在先前研究的指导下,我们研究了几种机制,如经济不安全感和社会心理压力源,使用固定效应模型来控制未观察到的时不变个体异质性。我们的研究结果证实了选择的重要性,即在简单横截面OLS模型中观察到的就业类型与健康之间的大部分关联在固定效应模型中失去了意义。我们还发现了经济不安全感和社会心理压力源的中介作用的支持性证据。例如,对工作和生活条件的满意度较低有助于解释男性非标准工人相对于标准工人的自尊心较低。同样有趣的是,假设的中介经常抑制就业状况与健康之间的关系,只有当考虑到特定的中介时,才会显示出重要的关系。这项研究的结果将对特定就业类型影响男性和女性健康结果的途径提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanisms Linking Employment Type and Health: Panel Data Analysis with Fixed-Effects Models
Using twelve waves of data from the Korean Welfare Panel Study (2006-2017), we evaluate mechanisms linking employment type to various health outcomes, including depression, self-esteem, and self-rated health with a focus on differences between standard and other types of employment. Guided by prior research, we examine several mechanisms such as economic insecurity and psychosocial stressors, using fixed-effects models that control for unobserved time-invariant individual heterogeneity. Our findings confirm the importance of selection in that much of the association between employment type and health observed in simple cross-sectional OLS models loses significance in fixed-effects models. We also find supporting evidence for the mediating role of economic insecurity and psychosocial stressors. For instance, the lower levels of satisfaction in job and life conditions help explain lower self-esteem of male nonstandard workers relative to standard workers. It is also interesting that the hypothesized mediators often suppress the relationship between employment status and health in which a significant relationship is revealed only when the specific mediator is taken into account. Findings of this study will shed valuable insights on the pathways in which specific employment types affect men’s and women’s health outcomes.
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