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工具变量法在失业、心理健康和社会规范影响方面的应用。

An instrumental variable approach to unemployment, psychological health and social norm effects.

机构信息

School of Economics, University of Nottingham, Nottingham, UK.

出版信息

Health Econ. 2013 Jun;22(6):643-54. doi: 10.1002/hec.2831. Epub 2012 Jun 13.

Abstract

This empirical study presents estimates of the impact of unemployment on psychological health using U.K. household panel data. The causal impact of unemployment is established using instrumental variable methods. Psychological health is measured using both the General Household Questionnaire measure and also self-reported data on individual occurrences of anxiety-related conditions. We find evidence for positive selection into unemployment on the basis of poor psychological health. Nevertheless, panel instrumental variable estimates suggest a sizeable causal worsening of psychological health arising from unemployment. We also find evidence that the negative impact of unemployment can be largely mitigated by local labour market conditions: those entering unemployment in localities with higher unemployment rates suffer less deterioration in their psychological health.

摘要

本实证研究使用英国家庭面板数据估计了失业对心理健康的影响。利用工具变量法确定了失业的因果影响。心理健康同时使用一般家庭调查量表和焦虑相关疾病个体发生的自我报告数据进行衡量。我们发现,在心理健康状况不佳的基础上,存在对失业的正向选择。然而,面板工具变量估计表明,失业会导致心理健康状况出现相当大的、可归因的恶化。我们还发现,当地劳动力市场条件在很大程度上减轻了失业的负面影响:在失业率较高的地区失业的人,其心理健康恶化程度较低。

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