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How meteorological disasters affect the labor market? The moderating effect of government emergency response policy

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  • Xiaodong Zhu

    (Nanjing University of Information Science and Technology)

  • Zijing Jin

    (Nanjing University of Information Science and Technology)

  • Shunsuke Managi

    (Kyushu University)

  • XiRong Xun

    (Nanjing University of Information Science and Technology)

Abstract

Natural disasters and climate change impose a severe threat to the sustainable development of economy and human society. This paper studies the economic consequences of meteorological disasters specifically to the wages income and unemployment. Using panel data from 31 provinces in China from 2010 to 2018 as a sample, it examines the relationship between meteorological disasters and labor market, and then verifies the moderating effect of government emergency response policy which is obtained through big data crawler technology. The results show that meteorological disasters will increase the level of unemployment, and at the same time increase the wage income of urban and rural people; while government emergency response policy only plays a moderating role between meteorological disasters and urban wage income. Although this paper focuses on China geographically, the overall conclusions presented in this article have strong policy implications for other regions in developing countries facing the challenge of meteorological disasters.

Suggested Citation

  • Xiaodong Zhu & Zijing Jin & Shunsuke Managi & XiRong Xun, 2021. "How meteorological disasters affect the labor market? The moderating effect of government emergency response policy," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 107(3), pages 2625-2640, July.
    • Handle: RePEc:spr:nathaz:v:107:y:2021:i:3:d:10.1007_s11069-021-04526-x
    DOI: 10.1007/s11069-021-04526-x
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    as
    1. Kirchberger, Martina, 2017. "Natural disasters and labor markets," Journal of Development Economics, Elsevier, vol. 125(C), pages 40-58.
    2. Park, Albert & Wang, Sangui, 2017. "Benefiting From Disaster? Public and Private Responses to the Wenchuan Earthquake," World Development, Elsevier, vol. 94(C), pages 38-50.
    3. Marto, Ricardo & Papageorgiou, Chris & Klyuev, Vladimir, 2018. "Building resilience to natural disasters: An application to small developing states," Journal of Development Economics, Elsevier, vol. 135(C), pages 574-586.
    4. Daniel Osberghaus, 2019. "The Effects of Natural Disasters and Weather Variations on International Trade and Financial Flows: a Review of the Empirical Literature," Economics of Disasters and Climate Change, Springer, vol. 3(3), pages 305-325, October.
    5. Jun Wen & Chun-Ping Chang, 2015. "Government ideology and the natural disasters: a global investigation," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 78(3), pages 1481-1490, September.
    6. Lee, Donghoon & Wolpin, Kenneth I., 2010. "Accounting for wage and employment changes in the US from 1968-2000: A dynamic model of labor market equilibrium," Journal of Econometrics, Elsevier, vol. 156(1), pages 68-85, May.
    7. Padli, Jaharudin & Habibullah, M.S., 2008. "Natural disaster death and socio-economic factors in selected Asian countries: A panel data analysis," MPRA Paper 11921, University Library of Munich, Germany.
    8. Awondo, Sebastain N., 2019. "Efficiency of region-wide catastrophic weather risk pools: Implications for African Risk Capacity insurance program," Journal of Development Economics, Elsevier, vol. 136(C), pages 111-118.
    9. Eric Strobl, 2011. "The Economic Growth Impact of Hurricanes: Evidence from U.S. Coastal Counties," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 575-589, May.
    10. Paulo Guimaraes & Frank L. Hefner & Douglas P. Woodward, 1993. "Wealth And Income Effects Of Natural Disasters: An Econometric Analysis Of Hurricane Hugo," The Review of Regional Studies, Southern Regional Science Association, vol. 23(2), pages 97-114, Fall.
    11. Rao, Smitha, 2020. "A natural disaster and intimate partner violence: Evidence over time," Social Science & Medicine, Elsevier, vol. 247(C).
    12. Corey Lesk & Pedram Rowhani & Navin Ramankutty, 2016. "Influence of extreme weather disasters on global crop production," Nature, Nature, vol. 529(7584), pages 84-87, January.
    13. Saini Yang & Shuai He & Juan Du & Xiaohua Sun, 2015. "Screening of social vulnerability to natural hazards in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 76(1), pages 1-18, March.
    14. David Antonio C., 2011. "How do International Financial Flows to Developing Countries Respond to Natural Disasters?," Global Economy Journal, De Gruyter, vol. 11(4), pages 1-38, December.
    15. Osberghaus, Daniel, 2019. "The effects of natural disasters and weather variations on international trade: A review of the empirical literature," ZEW Discussion Papers 19-002, ZEW - Leibniz Centre for European Economic Research.
    16. Masozera, Michel & Bailey, Melissa & Kerchner, Charles, 2007. "Distribution of impacts of natural disasters across income groups: A case study of New Orleans," Ecological Economics, Elsevier, vol. 63(2-3), pages 299-306, August.
    17. García Hombrados, Jorge, 2020. "The lasting effects of natural disasters on property crime: Evidence from the 2010 Chilean earthquake," Journal of Economic Behavior & Organization, Elsevier, vol. 175(C), pages 114-154.
    18. Yang Zhou & Ning Li & Wenxiang Wu & Haolong Liu & Li Wang & Guangxu Liu & Jidong Wu, 2014. "Socioeconomic development and the impact of natural disasters: some empirical evidences from China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 74(2), pages 541-554, November.
    19. Hallegatte, Stephane, 2011. "How economic growth and rational decisions can make disaster losses grow faster than wealth," Policy Research Working Paper Series 5617, The World Bank.
    20. Morana, Claudio & Sbrana, Giacomo, 2019. "Climate change implications for the catastrophe bonds market: An empirical analysis," Economic Modelling, Elsevier, vol. 81(C), pages 274-294.
    21. Shan, Liwei & Gong, Stephen X., 2012. "Investor sentiment and stock returns: Wenchuan Earthquake," Finance Research Letters, Elsevier, vol. 9(1), pages 36-47.
    22. Strobl, Eric, 2012. "The economic growth impact of natural disasters in developing countries: Evidence from hurricane strikes in the Central American and Caribbean regions," Journal of Development Economics, Elsevier, vol. 97(1), pages 130-141.
    23. Andrea Leiter & Harald Oberhofer & Paul Raschky, 2009. "Creative Disasters? Flooding Effects on Capital, Labour and Productivity Within European Firms," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 333-350, July.
    24. Boustan, Leah Platt & Kahn, Matthew E. & Rhode, Paul W. & Yanguas, Maria Lucia, 2020. "The effect of natural disasters on economic activity in US counties: A century of data," Journal of Urban Economics, Elsevier, vol. 118(C).
    25. Sin Meun How & Geoffrey N. Kerr, 2019. "Earthquake Impacts on Immigrant Participation in the Greater Christchurch Construction Labor Market," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 38(2), pages 241-269, April.
    26. Sakai, Yoko & Estudillo, Jonna P. & Fuwa, Nobuhiko & Higuchi, Yuki & Sawada, Yasuyuki, 2017. "Do Natural Disasters Affect the Poor Disproportionately? Price Change and Welfare Impact in the Aftermath of Typhoon Milenyo in the Rural Philippines," World Development, Elsevier, vol. 94(C), pages 16-26.
    27. Yudai Higashi, 2020. "Effects of region-specific shocks on labor market tightness and matching efficiency: evidence from the 2011 Tohoku Earthquake in Japan," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(1), pages 193-219, August.
    28. Andrew C. Worthington, 2008. "The impact of natural events and disasters on the Australian stock market: a GARCH-M analysis of storms, floods, cyclones, earthquakes and bushfires," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 10(1), pages 1-10.
    29. Valerie Mueller & Agnes Quisumbing, 2011. "How Resilient are Labour Markets to Natural Disasters? The Case of the 1998 Bangladesh Flood," Journal of Development Studies, Taylor & Francis Journals, vol. 47(12), pages 1954-1971.
    30. Junli Li & Wenjun Wu & Xinxin Ye & Hao Jiang & Ruijie Gan & Heli Wu & Jinglei He & Yuelin Jiang, 2019. "Innovative trend analysis of main agriculture natural hazards in China during 1989–2014," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(3), pages 677-720, February.
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    2. Sungyoon Lee & Jennifer Dodge & Gang Chen, 2022. "The cost of social vulnerability: an integrative conceptual framework and model for assessing financial risks in natural disaster management," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 114(1), pages 691-712, October.

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