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Wage Differentials between Heat-Exposure Risk and No Heat-Exposure Risk Groups

Author

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  • Donghyun Kim

    (Korea Environment Institute, 370 Sicheong-daero, Sejong 30147, Korea)

  • Up Lim

    (Department of Urban Planning and Engineering, Yonsei University, 50 Yonsei-ro, Seodaemun-gu, Seoul 03722, Korea)

Abstract

The goal of this study is to investigate the wage differential between groups of workers who are exposed to heat and those who are not. Workers in the heat-exposure risk group are defined as workers who work in conditions that cause them to spend more than 25% of their work hours at high temperatures. To analyze the wage differential, the Blinder-Oaxaca and Juhn-Murphy-Pierce methods were applied to Korea Working Condition Survey data. The results show that the no heat-exposure risk group received higher wages. In most cases, this can be interpreted as the endowment effect of human capital. As a price effect that lowers the endowment effect, the compensating differential for the heat-exposure risk group was found to be 1%. Moreover, education level, work experience, and employment status counteracted the compensating differentials for heat-exposure risks. A comparison of data sets from 2011 and 2014 shows that the increasing wage gap between the two groups was not caused by systematic social discrimination factors. This study suggests that wage differential factors can be modified for thermal environmental risks that will change working conditions as the impact of climate change increases.

Suggested Citation

  • Donghyun Kim & Up Lim, 2017. "Wage Differentials between Heat-Exposure Risk and No Heat-Exposure Risk Groups," IJERPH, MDPI, vol. 14(7), pages 1-17, June.
    • Handle: RePEc:gam:jijerp:v:14:y:2017:i:7:p:685-:d:102515
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    as
    1. Lecocq, Franck & Shalizi, Zmarak, 2007. "Balancing expenditures on mitigation of and adaptation to climate change : an exploration of Issues relevant to developing countries," Policy Research Working Paper Series 4299, The World Bank.
    2. Antoni, Manfred & Janser, Markus & Lehmer, Florian, 2015. "The hidden winners of renewable energy promotion: Insights into sector-specific wage differentials," Energy Policy, Elsevier, vol. 86(C), pages 595-613.
    3. 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.
    4. João Pereira & Aurora Galego, 2011. "Regional wage differentials in Portugal: Static and dynamic approaches," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 529-548, August.
    5. Doris Weichselbaumer & Rudolf Winter‐Ebmer, 2005. "A Meta‐Analysis of the International Gender Wage Gap," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 479-511, July.
    6. Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-1946, December.
    7. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    8. John P. Dunne & Ronald J. Stouffer & Jasmin G. John, 2013. "Reductions in labour capacity from heat stress under climate warming," Nature Climate Change, Nature, vol. 3(6), pages 563-566, June.
    9. Zhu, Rong, 2016. "Wage differentials between urban residents and rural migrants in urban China during 2002–2007: A distributional analysis," China Economic Review, Elsevier, vol. 37(C), pages 2-14.
    10. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    11. Kevin Lang & Sumon Majumdar, 2004. "The Pricing Of Job Characteristics When Markets Do Not Clear: Theory And Policy Implications," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(4), pages 1111-1128, November.
    12. Per‐Anders Edin & Katarina Richardson, 2002. "Swimming with the Tide: Solidary Wage Policy and the Gender Earnings Gap," Scandinavian Journal of Economics, Wiley Blackwell, vol. 104(1), pages 49-67, March.
    13. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    14. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    15. Harsdorff, Marek. & Lieuw-Kie-Song, Maikel. & Tsukamoto, Mito., 2011. "Towards an ILO approach to climate change adaptation," ILO Working Papers 994669213402676, International Labour Organization.
    16. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    17. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2015. "Public–private wage differentials in euro-area countries: evidence from quantile decomposition analysis," Empirical Economics, Springer, vol. 49(3), pages 985-1015, November.
    18. Marta Rahona-López & Inés P. Murillo-Huertas & Maria del Mar Salinas-Jiménez, 2016. "Wage differentials by sector and gender: a quantile analysis for the Spanish case," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 19(1), pages 20-38, January.
    19. Joni Hersch & W. Kip Viscusi, 1990. "Cigarette Smoking, Seatbelt Use, and Differences in Wage-Risk Tradeoffs," Journal of Human Resources, University of Wisconsin Press, vol. 25(2), pages 202-227.
    20. Kerstin K. Zander & Wouter J. W. Botzen & Elspeth Oppermann & Tord Kjellstrom & Stephen T. Garnett, 2015. "Heat stress causes substantial labour productivity loss in Australia," Nature Climate Change, Nature, vol. 5(7), pages 647-651, July.
    21. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LLC, vol. 8(4), pages 453-479, December.
    22. Keith A. Bender & Hosne Mridha, 2011. "The Effect of Local Area Unemployment on Compensating Wage Differentials for Injury Risk," Southern Economic Journal, Southern Economic Association, vol. 78(2), pages 287-307, October.
    23. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    24. repec:reg:rpubli:282 is not listed on IDEAS
    25. Daniela Piazzalunga, 2015. "Is There a Double-Negative Effect? Gender and Ethnic Wage Differentials in Italy," LABOUR, CEIS, vol. 29(3), pages 243-269, September.
    26. Andrew Norton & Robin Mearns, 2010. "Social Dimensions of Climate Change : Equity and Vulnerability in a Warming World," World Bank Publications - Books, The World Bank Group, number 2689, April.
    27. Bas Jacobs & Joop Hartog & Wim Vijverberg, 2009. "Self-selection bias in estimated wage premiums for earnings risk," Empirical Economics, Springer, vol. 37(2), pages 271-286, October.
    28. Ma del Mar Salinas-Jim鮥z & Marta Rahona-L󰥺 & In鳠P. Murillo-Huertas, 2013. "Gender wage differentials and educational mismatch: an application to the Spanish case," Applied Economics, Taylor & Francis Journals, vol. 45(30), pages 4226-4235, October.
    29. Lee, Leng, 2012. "Decomposing wage differentials between migrant workers and urban workers in urban China's labor markets," China Economic Review, Elsevier, vol. 23(2), pages 461-470.
    30. Richard Thaler & Sherwin Rosen, 1976. "The Value of Saving a Life: Evidence from the Labor Market," NBER Chapters, in: Household Production and Consumption, pages 265-302, National Bureau of Economic Research, Inc.
    31. repec:ilo:ilowps:466921 is not listed on IDEAS
    32. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    33. Abul Shamsuddin, 1998. "Thedouble-negativeeffect onthe earnings of foreign-born females in Canada," Applied Economics, Taylor & Francis Journals, vol. 30(9), pages 1187-1201.
    34. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, October.
    35. Harsdorff, Marek. & Lieuw-Kie-Song, Maikel. & Tsukamoto, Mito., 2011. "Towards an ILO approach to climate change adaptation," ILO Working Papers 995164749902676, International Labour Organization.
    36. Keith A. Bender & Hosne A. Mridha & James Peoples, 2006. "Risk Compensation for Hospital Workers: Evidence from Relative Wages of Janitors," ILR Review, Cornell University, ILR School, vol. 59(2), pages 226-242, January.
    37. Marta Rahona-López & Inés P. Murillo-Huertas & Maria del Mar Salinas-Jiménez, 2016. "Wage differentials by sector and gender: a quantile analysis for the Spanish case," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 19(1), pages 20-38, March.
    38. Devi Prasad Dash & Lingaraj Mallick, 2017. "Dynamics of Urbanization and Temperature Increase in Middle East-An Empirical Investigation," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(5), pages 486-497.
    39. Keith A. Bender & Hosne Mridha, 2011. "The Effect of Local Area Unemployment on Compensating Wage Differentials for Injury Risk," Southern Economic Journal, John Wiley & Sons, vol. 78(2), pages 287-307, October.
    40. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    41. Jones-Lee, M W & Loomes, G, 1995. "Scale and Context Effects in the Valuation of Transport Safety," Journal of Risk and Uncertainty, Springer, vol. 11(3), pages 183-203, December.
    42. Devi Prasad Dash & Lingaraj Mallick, 2017. "Dynamics of Urbanization and Temperature Increase in Middle East-An Empirical Investigation," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(5), pages 486-497, May.
    43. Keith A. Bender & Hosne Mridha, 2011. "The Effect of Local Area Unemployment on Compensating Wage Differentials for Injury Risk," Southern Economic Journal, John Wiley & Sons, vol. 78(2), pages 287-307, October.
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