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

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  • Je-Liang Liou

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

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.

Suggested Citation

  • Je-Liang Liou, 2019. "Effect of Income Heterogeneity on Valuation of Mortality Risk in Taiwan: An Application of Unconditional Quantile Regression Method," IJERPH, MDPI, vol. 16(9), pages 1-15, May.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:9:p:1620-:d:229529
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    References listed on IDEAS

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    1. Moore, Michael J & Viscusi, W Kip, 1988. "The Quantity-Adjusted Value of Life," Economic Inquiry, Western Economic Association International, vol. 26(3), pages 369-388, July.
    2. Joseph E. Aldy & W. Kip Viscusi, 2008. "Adjusting the Value of a Statistical Life for Age and Cohort Effects," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 573-581, August.
    3. Thomas Kniesner & W. Viscusi & James Ziliak, 2010. "Policy relevant heterogeneity in the value of statistical life: New evidence from panel data quantile regressions," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 15-31, February.
    4. Cameron, Trudy Ann & DeShazo, J.R., 2013. "Demand for health risk reductions," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 87-109.
    5. Thomas J. Kniesner & W. Kip Viscusi & Christopher Woock & James P. Ziliak, 2006. "Pinning Down the Value of Statistical Life," Center for Policy Research Working Papers 85, Center for Policy Research, Maxwell School, Syracuse University.
    6. Thomas J. Kniesner & W. Kip Viscusi, 2005. "Value of a Statistical Life: Relative Position vs. Relative Age," American Economic Review, American Economic Association, vol. 95(2), pages 142-146, May.
    7. Markus Frölich & Blaise Melly, 2013. "Unconditional Quantile Treatment Effects Under Endogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 346-357, July.
    8. Yang Yang & Liwen Luo & Chao Song & Hao Yin & Jintao Yang, 2018. "Spatiotemporal Assessment of PM 2.5 -Related Economic Losses from Health Impacts during 2014–2016 in China," IJERPH, MDPI, vol. 15(6), pages 1-16, June.
    9. Joni Hersch & W. Kip Viscusi, 2010. "Immigrant Status and the Value of Statistical Life," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    10. Corso, Phaedra S & Hammitt, James K & Graham, John D, 2001. "Valuing Mortality-Risk Reduction: Using Visual Aids to Improve the Validity of Contingent Valuation," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 165-184, September.
    11. Sugio Furuya & Odgerel Chimed-Ochir & Ken Takahashi & Annette David & Jukka Takala, 2018. "Global Asbestos Disaster," IJERPH, MDPI, vol. 15(5), pages 1-11, May.
    12. Alberini, Anna & Cropper, Maureen & Krupnick, Alan & Simon, N.B.Nathalie B., 2004. "Does the value of a statistical life vary with age and health status? Evidence from the US and Canada," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 769-792, July.
    13. Hammitt, James K & Graham, John D, 1999. "Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability?," Journal of Risk and Uncertainty, Springer, vol. 18(1), pages 33-62, April.
    14. W. Kip Viscusi & Joel Huber & Jason Bell, 2014. "Assessing Whether There Is A Cancer Premium For The Value Of A Statistical Life," Health Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 384-396, April.
    15. Bijan J. Borah & Anirban Basu, 2013. "Highlighting Differences Between Conditional And Unconditional Quantile Regression Approaches Through An Application To Assess Medication Adherence," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1052-1070, September.
    16. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    17. Viscusi, W Kip, 2003. "Racial Differences in Labor Market Values of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 239-256, December.
    18. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    19. Viscusi, W Kip & Aldy, Joseph E, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," Journal of Risk and Uncertainty, Springer, vol. 27(1), pages 5-76, August.
    20. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    21. Kip Viscusi, W. & Aldy, Joseph E., 2007. "Labor market estimates of the senior discount for the value of statistical life," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 377-392, May.
    22. Viscusi, W. Kip & Hersch, Joni, 2008. "The mortality cost to smokers," Journal of Health Economics, Elsevier, vol. 27(4), pages 943-958, July.
    23. Viscusi, W. Kip & Masterman, Clayton J., 2017. "Income Elasticities and Global Values of a Statistical Life," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 8(2), pages 226-250, July.
    24. Scotton, Carol R., 2013. "New risk rates, inter-industry differentials and the magnitude of VSL estimates," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 4(1), pages 39-80, March.
    25. W. Kip Viscusi, 2004. "The Value of Life: Estimates with Risks by Occupation and Industry," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 29-48, January.
    26. James Hammitt & Kevin Haninger, 2010. "Valuing fatal risks to children and adults: Effects of disease, latency, and risk aversion," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 57-83, February.
    27. repec:reg:rpubli:282 is not listed on IDEAS
    28. Viscusi, W. Kip, 2011. "Policy Challenges of the Heterogeneity of the Value of Statistical Life," Foundations and Trends(R) in Microeconomics, now publishers, vol. 6(2), pages 99-172, July.
    29. Lauraine G. Chestnut & Robert D. Rowe & William S. Breffle, 2012. "Economic Valuation Of Mortality-Risk Reduction: Stated Preference Estimates From The United States And Canada," Contemporary Economic Policy, Western Economic Association International, vol. 30(3), pages 399-416, July.
    30. V. Kerry Smith & Mary F. Evans & Hyun Kim & Donald H. Taylor, 2004. "Do the Near-Elderly Value Mortality Risks Differently?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 423-429, February.
    31. Cameron, Trudy Ann & DeShazo, J.R. & Johnson, Erica H., 2010. "The effect of children on adult demands for health-risk reductions," Journal of Health Economics, Elsevier, vol. 29(3), pages 364-376, May.
    32. Cem Tekeşin & Shihomi Ara, 2014. "Measuring the Value of Mortality Risk Reductions in Turkey," IJERPH, MDPI, vol. 11(7), pages 1-33, July.
    33. Liu, Jin-Tan & Hammitt, James K. & Liu, Jin-Long, 1997. "Estimated hedonic wage function and value of life in a developing country," Economics Letters, Elsevier, vol. 57(3), pages 353-358, December.
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    2. Junkai Zhao & Xinxin Zhang & Zongmin Li, 2019. "The Relationship between Cognitive Impairment and Social Vulnerability among the Elderly: Evidence from an Unconditional Quantile Regression Analysis in China," IJERPH, MDPI, vol. 16(19), pages 1-12, September.
    3. Je-Liang Liou & Han-Hui Chen & Pei-Ing Wu, 2022. "The Monetary Benefits of Reducing Emissions of Dioxin-like Compounds—Century Poisons—Over Half a Century: Evaluation of the Benefit per Ton Method," IJERPH, MDPI, vol. 19(11), pages 1-21, May.
    4. Je-Liang Liou & Pei-Ing Wu, 2021. "Monetary Health Co-Benefits and GHG Emissions Reduction Benefits: Contribution from Private On-the-Road Transport," IJERPH, MDPI, vol. 18(11), pages 1-19, May.

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