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收入异质性对台湾地区死亡率风险评估的影响:无条件分位数回归方法的应用。

Effect of Income Heterogeneity on Valuation of Mortality Risk in Taiwan: An Application of Unconditional Quantile Regression Method.

机构信息

The Center for Green Economy, Chung-Hua Institution for Economic Research, No. 75 Chang-Hsing Street, Taipei 10672, Taiwan.

出版信息

Int J Environ Res Public Health. 2019 May 9;16(9):1620. doi: 10.3390/ijerph16091620.

Abstract

According to theory and existing empirical results, heterogeneity in personal characteristics, with income variation being one of them, affects the marginal willingness to pay (WTP) for reducing fatal risk. In this study, the effect of income heterogeneity on the value of statistical life (VSL) in Taiwan through unconditional quantile regression analysis using the data collected by the "Manpower Utilization Survey" is investigated. The results of this empirical study show that the hedonic wage function that was constructed using empirical data from Taiwan was in line with the general form of non-linear function rather than the semi-log function that has been often used in previous studies, which should have great impact on the estimation of the VSL. The empirical results also show that the estimated VSL of Taiwanese labor varied with the difference in wages, which needs to be taken into account when discussing the public policies using VSL.

摘要

根据理论和现有经验结果,个人特征的异质性会影响降低致命风险的边际意愿支付(WTP),其中收入变化就是一个因素。本研究通过使用“人力运用调查”所收集的数据,利用无条件分位数回归分析,探讨了收入异质性对台湾统计生命价值(VSL)的影响。这项实证研究的结果表明,利用台湾实证数据构建的享乐工资函数符合非线性函数的一般形式,而不是以往研究中常用的半对数函数,这对 VSL 的估计应该会产生重大影响。实证结果还表明,台湾劳动力的估计 VSL 随工资差异而变化,在讨论使用 VSL 的公共政策时需要考虑这一点。

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