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

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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.

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References

  • Akar S (2013) The impact of natural disasters on public finance and macro-economy: Turkey case. J Manag Econ Res 21:185–206

    Article  Google Scholar 

  • Awondo SN (2019) Efficiency of region-wide catastrophic weather risk pools: implication for African risk capacity insurance program. J Dev Econ 136:111–118

    Article  Google Scholar 

  • Belasen AR, Polachek SW (2009a) How disasters affect local labor markets: the effects of hurricanes in Florida. J Hum Resour 44(1):251–276

    Google Scholar 

  • Belasen AR, Polachek SW (2009b) How hurricanes affect wages and employment in local labor markets. Am Econ Rev 98(2):49–53

    Article  Google Scholar 

  • Boustan LP, Matthew E, Rhode PW, Yanguas ML (2020) The effect of natural disasters on economic activity in US counties a century of data. J Urban Econ 118:103257

    Article  Google Scholar 

  • David AC (2010) How do international financial flows to developing countries respond to natural disasters? International Monetary Fund

  • Felsenstein D, Grinberger AY (2020) Cascading effects of a disaster on the labor market over the medium to long term. Int J Disaster Risk Reduct 47:1–12

    Article  Google Scholar 

  • Gong Q, Zhang J (2007) Relations between agricultural natural disasters and rural poverty based on analysis of panel data in Anhui Province, China. China Popul Resour Environ 17(4):92–95

    Article  Google Scholar 

  • Guimaraes P, Hefner FL, Woodward DP (1993) Wealth and income effects of natural disasters: an econometric analysis of Hurricane Hugo. Rev Reg Stud 23(2):97–114

    Google Scholar 

  • Hallegatte S (2011) How economic growth and rational decisions can make disaster losses grow faster than wealth. Policy Research Working Paper Series

  • Higashi Y (2020) Effects of region-specific shocks on labor market tightness and matching efficiency: evidence from the 2011 Tohoku Earthquake in Japan. Ann Reg Sci 65(1):193–219

    Article  Google Scholar 

  • Hombrados JG (2020) The lasting effects of natural disasters on property crime: evidence from the 2010 Chilean earthquake. J Econ Behav Organ 175:114–154

    Article  Google Scholar 

  • How SM, Kerr G (2019) earthquake impacts on immigrant participation in the greater christchurch construction labor market. Popul Res Policy Rev 38(2):241–269

    Article  Google Scholar 

  • Hu J, Zhang B, Fan C (2016) Climate shocks, informal finance and peasant uprisings: risk sharing effects of pawnshops. J Financ Res 8:333–350

    Google Scholar 

  • Keigo K, Hiroyoshi M, Jun-chi N (2020) Effects of reconstruction works on private employment after a natural disaster: a case in the stricken area of the great east Japan Earthquake. Int J Disaster Risk Reduct 52:101968

    Google Scholar 

  • Kirchberger M (2017) Natural disasters and labor markets. J Dev Econ 125:40–58

    Article  Google Scholar 

  • Lee D, Wolpin KI (2010) Accounting for wage and employment changes in the US from 1968–2000: a dynamic model of labor market equilibrium. J Econom 156:68–85

    Article  Google Scholar 

  • Leiter AM, Oberhofer H, Raschky PA (2009) Creative disasters? Flooding effects on capital, labor and productivity within European Firms. Environ Resour Econ 43(3):333–350

    Article  Google Scholar 

  • Lemieux F (2014) The impact of a natural disaster on altruistic behavior and crime. Disasters 38(3):483–499

    Article  Google Scholar 

  • Lesk C, Rowhani P, Ramankutty N (2016) Influence of extreme weather disasters on global crop production. Nature 529:84–87

    Article  Google Scholar 

  • Li J, Wu W, Ye X, Jiang H, Gan R, Wu H, He J, Jiang Y (2019) Innovative trend analysis of main agriculture natural hazards in China during 1989–2014. Nat Hazards 95:677–729

    Article  Google Scholar 

  • Marto R, Papageorgiou C, Klyuev V (2018) Building resilience to natural disasters: an application to small developing states. J Dev Econ 135:574–586

    Article  Google Scholar 

  • Masozera M, Bailey M, Kerchner C (2007) Distribution of impacts of natural disasters across income groups: a case study of New Orleans. Ecol Econ 63(2–3):299–306

    Article  Google Scholar 

  • Morana C, Sbrana G (2019) Climate change implications for the catastrophe bonds market: an empirical analysis. Econ Model 81:274–294

    Article  Google Scholar 

  • Mueller V, Quisumbing A (2011) How Resilient are labor markets to natural disasters? The case of the 1998 Bangladesh flood. J Dev Stud 47(12):1954–1971

    Article  Google Scholar 

  • Olsen A, Toya H (2013) Strom surge to demand surge: exploratory study of hurricanes, labor wages, and material prices. Nat Hazards Rev 14(4):247–257

    Article  Google Scholar 

  • Osberghaus D (2019) The effects of natural disasters and weather variations on international trade and financial flows: a review of the empirical literature. Econ Disasters Clim Change 3:305–325

    Article  Google Scholar 

  • Padli J, Habibullah MS (2009) Natural disaster death and sosio-economic factors in selected asian countries: a panel analysis. Asian Soc Sci 5(4)

  • Padli J, Habibullah MS, Baharom AH (2018) The impact of human development on natural disaster fatalities and damage: panel data evidence. Econ Res Ekon Istraživanja 31(1):1557–1573

    Article  Google Scholar 

  • Park A, Wang S (2017) Benefiting from disaster? Public and private responses to the Wenchuan earthquake. World Dev 94:38–50

    Article  Google Scholar 

  • Radel C, Schmook B, Carte L, Mardero S (2018) Toward a political ecology of migration: land, labor migration, and climate change in northwestern Nicaragua. World Dev 108:263–273

    Article  Google Scholar 

  • Rao S (2020) A natural disaster and intimate partner violence: evidence over time. Soc Sci Med 247:112804

    Article  Google Scholar 

  • Rodríguez-Oreggia E (2013) Hurricanes and labor market outcomes: evidence for Mexico. Glob Environ Change 23:351–359

    Article  Google Scholar 

  • Sahin I, Yavuz O (2015) Econometric analysis of natural disasters’ macro-economic impacts: an analysis on selected four OECD countries. J Bus Econ Finance 4(3):430–442

    Google Scholar 

  • Sakai Y, Estudillo JP, Fuwa N, Higuchi Y (2017) Do Natural disasters affect the poor disproportionately? Price change and welfare impact in the aftermath of Typhoon Milenyo in the rural Philippines. World Dev 94:1–11

    Article  Google Scholar 

  • Saldaña-Zorrilla SO, Sandberg K (2009) Spatial econometric model of natural disaster impacts on human migration in vulnerable regions of Mexico. Disasters 33(4):591–607

    Article  Google Scholar 

  • Schneider SK (1996) Flirting with disaster: public management in crisis situations. Am Polit Sci As 90(3):658–659

    Google Scholar 

  • Shan L, Gong SX (2012) Investor sentiment and stock returns: Wenchuan earthquake. Finance Res Lett 9:36–47

    Article  Google Scholar 

  • Shi JP, Ying ZR (2016) Impacts of meteorological disaster on economic growth in China. Journal of Beijing Normal University (Natural Science).

  • Strobl E (2011) The economic growth impact of hurricanes: evidence from U.S. coastal counties. Rev Econ Stat 93(2):575–589

    Article  Google Scholar 

  • Strobl E (2012) The economic impact of natural disasters in developing counties: evidence from hurricane strikes in the Central American and Caribbean regions. J Dev Econ 97:130–141

    Article  Google Scholar 

  • Wei H, Long M, Li F (2011) Research on the characteristics and prevention of drought risk—thoughts triggered by the severe drought in southwest arid area and winter wheat area. Insur Stud 3:3–18

    Google Scholar 

  • Wen J, Chang C-P (2015) Government ideology and the natural disasters: a global investigation. Nat Hazards 78:1481–1490

    Article  Google Scholar 

  • Worthington AC (2008) The impact of natural events and disasters on the Australian stock market: a GARCH-M analysis of storms, floods, cyclones, earthquakes and bushfires. Glob Bus Econ Rev 10(1):1–10

    Article  Google Scholar 

  • Yang S, He S, Du J, Sun X (2015) Screening of social vulnerability to natural hazards in China. Nat Hazards 76:1–18

    Article  Google Scholar 

  • Zhan D, Shunsuke M (2020) Financial development, natural disasters, and economics of the Pacific small island states. Econ Anal Policy 66:168–181

    Article  Google Scholar 

  • Zheng D, Zhang H, Yuan Y, Deng Z, Wang K, Lin G, Chen Y, Xia J, Jin S-F (2020) Natural disasters and their impacts on the silica losses from agriculture in China from 1988 to 2016. Phys Chem Earth 115:102840

    Article  Google Scholar 

  • Zhou Y, Li N, Wu W, Liu H, Wang L, Liu G, Wu J (2014) Socioeconomic development and the impact of natural disasters: some empirical evidences from China. Nat Hazards 74(2):541–554

    Article  Google Scholar 

Download references

Acknowledgements

This research was funded by the Humanity and Social Science Youth Foundation of Ministry of Education in China (Grant Number 19YJC630240) and Graduate Cultivation Innovation Project of Jiangsu Province and Postgraduate Training Unit (SJCX20_0284).

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Correspondence to Xiaodong Zhu.

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The authors declare that there is no conflict of financial interests or personal relationships that could have appeared to influence the work reported in this paper. The data are available to public and will be provided through writing to the corresponding author.

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Zhu, X., Jin, Z., Managi, S. et al. How meteorological disasters affect the labor market? The moderating effect of government emergency response policy. Nat Hazards 107, 2625–2640 (2021). https://doi.org/10.1007/s11069-021-04526-x

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