What Are the Impacts of Tropical Cyclones on Employment? An Analysis Based on Meta-Regression

Xianhua Wu School of Economics and Management, Shanghai Maritime University, Shanghai, and Collaborative Innovation Center on Climate and Meteorological Disasters, Nanjing University of Information Science and Technology, Nanjing, China

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Zhe Xu School of Economics and Management, Shanghai Maritime University, Shanghai, China

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Hui Liu Hengyang Nanyue District Meteorological Bureau, Hengyang, Hunan, China

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Ji Guo School of Economics and Management, Shanghai Maritime University, Shanghai, and Collaborative Innovation Center on Climate and Meteorological Disasters, Nanjing University of Information Science and Technology, Nanjing, China

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Lei Zhou School of Applied Meteorology, Nanjing University of Information Science and Technology, Nanjing, China

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Abstract

To investigate the general principle of the impact of tropical cyclones on employment, explore the reason for the divergence among existing research conclusions, and put forward some suggestions for post-disaster reconstruction, this paper employs meta-regression analysis to study the impacts of tropical cyclones on the quantity of labor employed and employee remuneration from four aspects: industry dimension, time dimension, income dimension, and tropical cyclone intensity. The results are as follows: 1) Tropical cyclones create an impact on the intensity of changes in employment remuneration in the primary industry, and the impact in the secondary industry is greater than that in the tertiary industry. 2) In the short term, the impact of tropical cyclones on employment is negative and the impact intensity is strong, whereas in the medium and long terms, the impact is positive and the intensity of impact decreases. 3) Although tropical cyclones increase the quantity of labor employed from low-income groups, they decrease their employment remuneration. In addition, the impact of disasters on the number of employed high-income groups is relatively small compared to that of low-income groups. 4) A higher category of tropical cyclone results in a greater positive impact on the employment of labor force. Accordingly, the following suggestions are made: 1) The government should issue corresponding policies to provide “temporary disaster subsidies” for disaster-stricken low-income groups. 2) Insurance companies should introduce commercial insurance concerning “post-disaster employment” for employers to purchase before any disaster occurs so as to offer disaster-stricken employees compensation.

Supplemental information related to this paper is available at the Journals Online website: https://doi.org/10.1175/WCAS-D-18-0052.s1.

© 2019 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Dr. Xianhua Wu, wuxianhua@moe.edu.cn

Abstract

To investigate the general principle of the impact of tropical cyclones on employment, explore the reason for the divergence among existing research conclusions, and put forward some suggestions for post-disaster reconstruction, this paper employs meta-regression analysis to study the impacts of tropical cyclones on the quantity of labor employed and employee remuneration from four aspects: industry dimension, time dimension, income dimension, and tropical cyclone intensity. The results are as follows: 1) Tropical cyclones create an impact on the intensity of changes in employment remuneration in the primary industry, and the impact in the secondary industry is greater than that in the tertiary industry. 2) In the short term, the impact of tropical cyclones on employment is negative and the impact intensity is strong, whereas in the medium and long terms, the impact is positive and the intensity of impact decreases. 3) Although tropical cyclones increase the quantity of labor employed from low-income groups, they decrease their employment remuneration. In addition, the impact of disasters on the number of employed high-income groups is relatively small compared to that of low-income groups. 4) A higher category of tropical cyclone results in a greater positive impact on the employment of labor force. Accordingly, the following suggestions are made: 1) The government should issue corresponding policies to provide “temporary disaster subsidies” for disaster-stricken low-income groups. 2) Insurance companies should introduce commercial insurance concerning “post-disaster employment” for employers to purchase before any disaster occurs so as to offer disaster-stricken employees compensation.

Supplemental information related to this paper is available at the Journals Online website: https://doi.org/10.1175/WCAS-D-18-0052.s1.

© 2019 American Meteorological Society. For information regarding reuse of this content and general copyright information, consult the AMS Copyright Policy (www.ametsoc.org/PUBSReuseLicenses).

Corresponding author: Dr. Xianhua Wu, wuxianhua@moe.edu.cn
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  • Akter, S., and B. Mallick, 2013: The poverty–vulnerability–resilience nexus: Evidence from Bangladesh. Ecol. Econ., 96, 114124, https://doi.org/10.1016/j.ecolecon.2013.10.008.

    • Search Google Scholar
    • Export Citation
  • Anandhi, A., and C. Bentley, 2018: Predicted 21st century climate variability in southeastern U.S. using downscaled CMIP5 and meta-analysis. Catena, 170, 409420, https://doi.org/10.1016/j.catena.2018.06.005.

    • Search Google Scholar
    • Export Citation
  • Andrade, J. B., 2013: Labor market assimilation: Evidence from Hurricane Katrina evacuees. Syracuse University Honors Program Capstone Projects 35, 27 pp., https://surface.syr.edu/honors_capstone/35.

  • Anttila-Hughes, J., and S. Hsiang, 2013: Destruction, disinvestment, and death: Economic and human losses following environmental disaster. SSRN, 86 pp., https://doi.org/10.2139/ssrn.2220501.

  • Baez, J., and I. Santos, 2008: On shaky ground: The effects of earthquakes on household income and poverty. United Nations Development Programme Regional Bureau for Latin America and the Caribbean, 38 pp., https://www.preventionweb.net/english/hyogo/gar/background-papers/documents/Chap3/LAC-overview/El-Salvador/El-Salvador-Earthquakes.pdf.

  • Belasen, A. R., and S. W. Polachek, 2007: How disasters affect local labor markets: The effects of hurricanes in Florida. J. Hum. Resour., 44, 251276, https://doi.org/10.3368/jhr.44.1.251.

    • Search Google Scholar
    • Export Citation
  • Belasen, A. R., and S. W. Polachek, 2008: How hurricanes affect wages and employment in local labor markets. Amer. Econ. Rev., 98, 4953, https://doi.org/10.1257/aer.98.2.49.

    • Search Google Scholar
    • Export Citation
  • Belasen, A. R., and S. W. Polachek, 2013: Natural disasters and migration. International Handbook on the Economics of Migration, A. F. Constant and K. F. Zimmermann, Eds., 309–330.

  • Chaganti, S., and J. Waddell, 2015: Employment change among Hurricane Katrina evacuees: Impacts of race and place. J. Public Manage. Soc. Policy, 22, 2(3), https://digitalscholarship.tsu.edu/jpmsp/vol22/iss2/3.

    • Search Google Scholar
    • Export Citation
  • Chen, L. M., and L. X. Wang, 2014: Whether international strategy will help firms improve their performance. China Ind. Econ., 320, 102115.

    • Search Google Scholar
    • Export Citation
  • Deryugina, T., L. Kawano, and S. Levitt, 2018: The economic impact of Hurricane Katrina on its victims: Evidence from individual tax returns. Amer. Econ. J. Appl. Econ., 10, 202233, https://doi.org/10.1257/app.20160307.

    • Search Google Scholar
    • Export Citation
  • De Silva, D. G., R. P. McComb, Y. K. Moh, A. R. Schiller, and A. J. Vargas, 2010: The effect of migration on wages: Evidence from a natural experiment. Amer. Econ. Rev., 100, 321326, https://doi.org/10.1257/aer.100.2.321.

    • Search Google Scholar
    • Export Citation
  • Ewing, B. T., J. B. Kruse, and M. A. Thompson, 2003: A comparison of employment growth and stability before and after the Fort Worth tornado. Environ. Hazards, 5, 8391, https://doi.org/10.1016/j.hazards.2004.05.002.

    • Search Google Scholar
    • Export Citation
  • Ewing, B. T., J. B. Kruse, and M. A. Thompson, 2004: Employment dynamics and the Nashville tornado. J. Reg. Anal. Policy, 34, 4760.

  • Ewing, B. T., J. B. Kruse, and M. A. Thompson, 2005a: Transmission of employment shocks before and after the Oklahoma City tornado. Global Environ. Change, 6B, 181188, https://doi.org/10.1016/j.hazards.2006.08.008.

    • Search Google Scholar
    • Export Citation
  • Ewing, B. T., J. B. Kruse, and M. A. Thompson, 2005b: Empirical examination of the Corpus Christi unemployment rate and Hurricane Bret. Nat. Hazards Rev., 6, 191196, https://doi.org/10.1061/(ASCE)1527-6988(2005)6:4(191).

    • Search Google Scholar
    • Export Citation
  • Ewing, B. T., J. B. Kruse, and M. A. Thompson, 2009: Twister! Employment responses to the 3 May 1999 Oklahoma City tornado. Appl. Econ., 41, 691702, https://doi.org/10.1080/00036840601007468.

    • Search Google Scholar
    • Export Citation
  • Groen, J. A., and A. E. Polivka, 2008: The effect of Hurricane Katrina on the labor market outcomes of evacuees. Amer. Econ. Rev., 98, 4348, https://doi.org/10.1257/aer.98.2.43.

    • Search Google Scholar
    • Export Citation
  • Groen, J. A., M. J. Kutzbach, and A. E. Polivka, 2015: Storms and jobs: The effect of hurricanes on individuals’ employment and earnings over the long term. U.S. Census Bureau Center for Economic Studies Paper CES-WP-15-21R, 76 pp., https://doi.org/10.2139/ssrn.2782038.

  • Guimaraes, P., P. L. Hefner, and D. P. Woodward, 1992: Wealth and income effects of natural disasters: An econometric analysis of Hurricane Hugo. Working Paper, College of Business Administration, University of South Carolina, 18 pp.

  • Jiang, L., 2012: Innovation research on post-disaster restoration and reconstruction projects management. M. S. thesis, School of Management & Engineering, Nanjing University, 65 pp.

  • Kim, H., and D. W. Marcouiller, 2015: Considering disaster vulnerability and resiliency: The case of hurricane effects on tourism-based economies. Ann. Reg. Sci., 54, 945971, https://doi.org/10.1007/s00168-015-0707-8.

    • Search Google Scholar
    • Export Citation
  • Klomp, J., and K. Valckx, 2014: Natural disasters and economic growth: A meta-analysis. Global Environ. Change, 26, 183195, https://doi.org/10.1016/j.gloenvcha.2014.02.006.

    • Search Google Scholar
    • Export Citation
  • Kugler, A., and M. Yuksel, 2008: Effects of low-skilled immigration on U.S. natives: Evidence from Hurricane Mitch. National Bureau of Economic Research Working Paper 14293, 40 pp., https://doi.org/10.3386/w14293.

  • Lazzaroni, S., and P. van Bergeijk, 2014: Natural disasters’ impact, factors of resilience and development: A meta-analysis of the macroeconomic literature. Ecol. Econ., 107, 333346, https://doi.org/10.1016/j.ecolecon.2014.08.015.

    • Search Google Scholar
    • Export Citation
  • Leiter, A. M., H. Oberhofer, and P. A. Raschky, 2009: Creative disasters? Flooding effects on capital, labour and productivity within European firms. Environ. Resour. Econ., 43, 333350, https://doi.org/10.1007/s10640-009-9273-9.

    • Search Google Scholar
    • Export Citation
  • Li, Z. B., 2007: Labor Economics. China Social Science Press, 141 pp.

  • Liliedahl, E., 2009: The impact of Hurricane Katrina migration on low-wage labor markets. M.S. thesis, Graduate School of Arts and Sciences, Georgetown University, 142 pp.

  • Masozera, M., M. Bailey, and C. Kerchner, 2007: Distribution of impacts of natural disasters across income groups: A case study of New Orleans. Ecol. Econ., 63, 299306, https://doi.org/10.1016/j.ecolecon.2006.06.013.

    • Search Google Scholar
    • Export Citation
  • McIntosh, M. F., 2008: Measuring the labor market impacts of Hurricane Katrina migration: Evidence from Houston, Texas. Amer. Econ. Rev., 98, 5457, https://doi.org/10.1257/aer.98.2.54.

    • Search Google Scholar
    • Export Citation
  • Mottaleb, K., S. Mohanty, H. Hoang, and R. M. Rejesus, 2013: The effects of natural disasters on farm household income and expenditures: A study on rice farmers in Bangladesh. Agric. Syst., 121, 4352, https://doi.org/10.1016/j.agsy.2013.06.003.

    • Search Google Scholar
    • Export Citation
  • Mueller, V., and A. Quisumbing, 2011: How resilient are labour markets to natural disasters? The case of the 1998 Bangladesh flood. J. Dev. Stud., 47, 19541971, https://doi.org/10.1080/00220388.2011.579113.

    • Search Google Scholar
    • Export Citation
  • Nordhaus, W., 2006: The economics of hurricanes in the United States. National Bureau of Economic Research Working Paper 12813, 46 pp., https://doi.org/10.3386/w12813.

  • Olsen, A., and K. Porter, 2013: Storm surge to demand surge: Exploratory study of hurricanes, labor wages, and material prices. Nat. Hazards Rev., 14, 247257, https://doi.org/10.1061/(ASCE)NH.1527-6996.0000111.

    • Search Google Scholar
    • Export Citation
  • Ouattara, B., and E. Strobl, 2014: Hurricane strikes and local migration in US coastal counties. Econ. Lett., 124, 1720, https://doi.org/10.1016/j.econlet.2014.03.025.

    • Search Google Scholar
    • Export Citation
  • Qin, D. H., 2008: Latest progress on climate change research. Sci. Technol. Rev., 26, 3, https://doi.org/10.3321/j.issn:1000-7857.2008.07.001.

    • Search Google Scholar
    • Export Citation
  • Qin, D. H., and Y. Luo, 2008: Causes of global climate change and change trend in the future. Impact Sci. Soc., 2, 1621.

  • Qin, D. H., and T. Stocker, 2014: Highlights of the IPCC Working Group I Fifth Assessment Report. Prog. Inquisitiones Mutatione Climatis, http://en.cnki.com.cn/Article_en/CJFDTotal-QHBH201401001.htm.

  • Qin, X. and Jiang, Y. X. 2011: The impact of natural disaster on absenteeism, job satisfaction, and job performance of survival employees: An empirical study of the survivors in Wenchuan earthquake. Front. Bus. Res. China, 5, 219242, https://doi.org/10.1007/s11782-010-0129-0.

    • Search Google Scholar
    • Export Citation
  • Rodríguez-Oreggia, E., 2013: Hurricanes and labor market outcomes: Evidence for Mexico. Global Environ. Change, 23, 351359, https://doi.org/10.1016/j.gloenvcha.2012.08.001.

    • Search Google Scholar
    • Export Citation
  • Sadowski, N. C., and D. Sutter, 2005: Hurricane fatalities and hurricane damages: Are safer hurricanes more damaging? South. Econ. J., 72, 422432, https://doi.org/10.2307/20062119.

    • Search Google Scholar
    • Export Citation
  • Shi, P. J., 1996: Theory and practice of disaster study (in Chinese). J. Nat. Disasters, 4, 617, https://doi.org/10.13577/j.jnd.1996.0402.

    • Search Google Scholar
    • Export Citation
  • Skidmore, M., and H. Toya, 2002: Do natural disasters promote long-run growth? Econ. Inquiry, 40, 664687, https://doi.org/10.1093/ei/40.4.664.

    • Search Google Scholar
    • Export Citation
  • Stanley, H., and S. Jarrell, 1989: Meta-regression analysis: A quantitative method of literature survey. J. Econ. Surv., 3, 161170, https://doi.org/10.1111/j.1467-6419.1989.tb00064.x.

    • Search Google Scholar
    • Export Citation
  • Strobl, E., and F. Walsh, 2009: The re-building effect of hurricanes: Evidence from employment in the US construction industry. Econ. Bull., 29, 30593066.

    • Search Google Scholar
    • Export Citation
  • van Bergeijk, P., and S. Lazzaroni, 2015: Macroeconomics of natural disasters: Strengths and weaknesses of meta-analysis versus review of literature. Risk Anal., 35, 10501072, https://doi.org/10.1111/risa.12372.

    • Search Google Scholar
    • Export Citation
  • Wu, J. D., N. Li, Y. Zhou, X. T. Gu, and X. L. Hao, 2013: Disaster recovery measurement framework: An application case of disaster recovery after Hurricane Katrina. Ziran Zaihai Xuebao, 22, 5864.

    • Search Google Scholar
    • Export Citation
  • Wu, X., L. Zhou, J. Guo, and H. Liu, 2017: Impacts of typhoons on local labor markets based on GMM: An empirical study of Guangdong Province, China. Wea. Climate Soc., 9, 255266, https://doi.org/10.1175/WCAS-D-16-0079.1.

    • Search Google Scholar
    • Export Citation
  • Wu, X., Y. Cao, Y. Xiao, and J. Guo, 2018: Finding of urban rainstorm and waterlogging disasters based on microblogging data and the location-routing problem model of urban emergency logistics. Ann. Oper. Res., https://doi.org/10.1007/s10479-018-2904-1, in press.

    • Search Google Scholar
    • Export Citation
  • Yang, Y. Y., 2001: Administrative division of labor market. Rev. Econ. Res., 27, 3037.

  • Yaya, M. E., and K. Redburn, 2013: The impact of hurricanes on wages and employment: The case of Louisiana. SSRN, 30 pp., https://doi.org/10.2139/ssrn.2305332.

  • Zheng, Y., 2013: Environmental migration: Concepts, theories and policy implications (in Chinese). China Popul. Resour. Environ., 23, 96–103.

  • Zissimopoulos, J., and L. A. Karoly, 2010: Employment and self-employment in the wake of Hurricane Katrina. Demography, 47, 345367, https://doi.org/10.1353/dem.0.0099.

    • Search Google Scholar
    • Export Citation
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