IDEAS home Printed from https://ideas.repec.org/a/spr/nathaz/v107y2021i3d10.1007_s11069-021-04526-x.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11069-021-04526-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11069-021-04526-x?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. 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.
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Kirchberger, Martina, 2017. "Natural disasters and labor markets," Journal of Development Economics, Elsevier, vol. 125(C), pages 40-58.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. Rao, Smitha, 2020. "A natural disaster and intimate partner violence: Evidence over time," Social Science & Medicine, Elsevier, vol. 247(C).
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. Shan, Liwei & Gong, Stephen X., 2012. "Investor sentiment and stock returns: Wenchuan Earthquake," Finance Research Letters, Elsevier, vol. 9(1), pages 36-47.
    27. 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).
    28. 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.
    29. 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.
    30. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Matteo Coronese & Federico Crippa & Francesco Lamperti & Francesca Chiaromonte & Andrea Roventini, 2023. "Raided by the storm: how three decades of thunderstorms shaped U.S. incomes and wages," LEM Papers Series 2023/40, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ferreira, Susana, 2024. "Extreme Weather Events and Climate Change: Economic Impacts and Adaptation Policies," IZA Discussion Papers 16715, Institute of Labor Economics (IZA).
    2. Quy Ta & Yothin Jinjarak & Ilan Noy, 2022. "“How Do Shocks Affect International Reserves? A Quasi-Experiment of Earthquakes”," Open Economies Review, Springer, vol. 33(5), pages 945-971, November.
    3. Donadelli, M. & Jüppner, M. & Paradiso, A. & Ghisletti, M., 2020. "Tornado activity, house prices, and stock returns," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
    4. Elliott, Robert J.R. & Liu, Yi & Strobl, Eric & Tong, Meng, 2019. "Estimating the direct and indirect impact of typhoons on plant performance: Evidence from Chinese manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
    5. Tobias Sytsma, 2020. "The Impact of Hurricanes on Trade and Welfare: Evidence from US Port-level Exports," Economics of Disasters and Climate Change, Springer, vol. 4(3), pages 625-655, October.
    6. Fitch-Fleischmann, Benjamin & Kresch, Evan Plous, 2021. "Story of the hurricane: Government, NGOs, and the difference in disaster relief targeting," Journal of Development Economics, Elsevier, vol. 152(C).
    7. Richard S. J. Tol, 2021. "The Economic Impact of Climate in the Long Run," World Scientific Book Chapters, in: Anil Markandya & Dirk Rübbelke (ed.), CLIMATE AND DEVELOPMENT, chapter 1, pages 3-36, World Scientific Publishing Co. Pte. Ltd..
    8. Philippe Kabore & Nicholas Rivers & Catherine Deri Armstrong, 2023. "Natural disasters and economic performance: Evidence from the Slave Lake wildfire," Working Papers 2301E Classification-D14,, University of Ottawa, Department of Economics.
    9. Beirne, John & Renzhi, Nuobu & Volz, Ulrich, 2021. "Feeling the heat: Climate risks and the cost of sovereign borrowing," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 920-936.
    10. Ihtisham A. Malik & Robert Faff, 2022. "Industry market reaction to natural disasters: do firm characteristics and disaster magnitude matter?," 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. 111(3), pages 2963-2994, April.
    11. Ilan Noy & Eric Strobl, 2023. "Creatively Destructive Hurricanes: Do Disasters Spark Innovation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(1), pages 1-17, January.
    12. Noth, Felix & Rehbein, Oliver, 2019. "Badly hurt? Natural disasters and direct firm effects," Finance Research Letters, Elsevier, vol. 28(C), pages 254-258.
    13. Johanna Choumert-Nkolo & Anaïs Lamour & Pascale Phélinas, 2021. "The Economics of Volcanoes," Economics of Disasters and Climate Change, Springer, vol. 5(2), pages 277-299, July.
    14. Yannay Spitzer & Gaspare Tortorici & Ariell Zimran, 2020. "International Migration Responses to Modern Europe’s Most Destructive Earthquake: Messina and Reggio Calabria, 1908," NBER Working Papers 27506, National Bureau of Economic Research, Inc.
    15. Matthew Ranson & Lisa Tarquinio & Audrey Lew, 2016. "Modeling the Impact of Climate Change on Extreme Weather Losses," NCEE Working Paper Series 201602, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised May 2016.
    16. Lazzaroni, Sara & van Bergeijk, Peter A.G., 2014. "Natural disasters' impact, factors of resilience and development: A meta-analysis of the macroeconomic literature," Ecological Economics, Elsevier, vol. 107(C), pages 333-346.
    17. Veronica Leoni & David Boto-García, 2023. "The Effect of Natural Disasters on Hotel Demand, Supply and Labour Markets: Evidence from the La Palma Volcano Eruption," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 86(4), pages 755-780, December.
    18. Barattieri, Alessandro & Borda, Patrice & Brugnoli, Alberto & Pelli, Martino & Tschopp, Jeanne, 2023. "The short-run, dynamic employment effects of natural disasters: New insights from Puerto Rico," Ecological Economics, Elsevier, vol. 205(C).
    19. Testa, Patrick A., 2021. "Shocks and the spatial distribution of economic activity: The role of institutions," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 791-810.
    20. 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.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:nathaz:v:107:y:2021:i:3:d:10.1007_s11069-021-04526-x. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.