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Health and Labor Market Outcomes Among Older Adults: Causal Evidence From Korean Panel Data and Dynamic Modeling

机译:老年人的健康和劳动力市场结果:来自韩国小组数据和动态建模的因果证据

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摘要

Health and work are two key determinants of economic insecurity and wellbeing. Since economic insecurity may rise with age due to the deterioration of health and work ability, it is essential to study the causal relationship between health and labor market outcomes among older people. In Korea, the size of the older population has grown rapidly in recent decades but the pension system remains limited in terms of its reach and generosity, leaving a considerable number of older people suffering from economic insecurity. To investigate the two-way causal links between health and labor market outcomes, we use unique data on middle-aged and older Koreans from 12 waves of the Korea Welfare Panel Study (2006-2017) and two dynamic modeling approaches: the Arellano-Bond Generalized Method of Moment Model (AB-GMM) and the Maximum Likelihood Structural Equation Model (ML-SEM). Results point at gender differences regarding the direction of the causal link between health and labor market outcomes. Men are more likely to be in good health due to higher income or paid work. Women are more likely to earn a higher income and to work as paid employees because of good health. These effects particularly hold for Koreans aged 55-74 in urban areas.
机译:健康和工作是经济不安全和幸福的两个关键决定因素。由于由于卫生和工作能力恶化,经济不安全可能随着年龄而增长,因此必须研究老年人卫生和劳动力市场结果之间的因果关系。在韩国,近几十年来,较老年人口的规模迅速增长,但养老金制度仍然有限​​,即达到慷慨,留下相当数量的老年人患有经济不安全的人。为了调查卫生和劳动力市场成果之间的双向因果关系,我们在韩国福利小组研究(2006-2017)和两个动态建模方法中,使用来自12浪潮的中年和较大的韩国人的独特数据和两个动态建模方法:阿勒纳邦时刻模型(AB-GMM)的广义方法和最大似然结构方程模型(ML-SEM)。关于健康与劳动力市场成果之间的因果关系方向性的性别差异。由于更高的收入或有偿工作,男性更有可能健康。女性更有可能获得更高的收入,并因为身体健康而担任付费员工。这些效果特别适用于城市地区55-74岁的韩国人。

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