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The impact of climate change on the labor allocation: Empirical evidence from China

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  • Huang, Kaixing
  • Zhao, Hong
  • Huang, Jikun
  • Wang, Jinxia
  • Findlay, Christopher

Abstract

Climate change may significantly affect the labor market by generating disproportionate damage to marginal returns to labor across sectors. However, this potentially important channel through which climate change may affect social welfare has not received the attention it deserves. We provide the first estimate of the long-term effects of climate change on the labor market based on the hedonic approach, which accounts for individual long-term adjustments to climate change. Using a panel of field survey data from 8076 working age residents in 279 rural communities in China, we find that a 1 °C increase from current mean temperature will reduce an average rural resident’s time allocated to farm work by 7.0%, increase the time allocated to off-farm work by 7.8%, and reduce the time allocated to leisure by 0.8%. We also find differential responses to climate change across gender: higher temperatures mainly shift males’ time from leisure to off-farm work, but mainly shift females’ time from farm work to off-farm work.

Suggested Citation

  • Huang, Kaixing & Zhao, Hong & Huang, Jikun & Wang, Jinxia & Findlay, Christopher, 2020. "The impact of climate change on the labor allocation: Empirical evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 104(C).
    • Handle: RePEc:eee:jeeman:v:104:y:2020:i:c:s0095069620300991
    DOI: 10.1016/j.jeem.2020.102376
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    1. Frances C. Moore & David B. Lobell, 2014. "Adaptation potential of European agriculture in response to climate change," Nature Climate Change, Nature, vol. 4(7), pages 610-614, July.
    2. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    3. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "Crop switching as a strategy for adapting to climate change," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(01), pages 1-22, March.
    4. Zhang, Peng & Deschenes, Olivier & Meng, Kyle & Zhang, Junjie, 2018. "Temperature effects on productivity and factor reallocation: Evidence from a half million chinese manufacturing plants," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 1-17.
    5. Anthony C. Fisher & W. Michael Hanemann & Michael J. Roberts & Wolfram Schlenker, 2012. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather: Comment," American Economic Review, American Economic Association, vol. 102(7), pages 3749-3760, December.
    6. Emanuele Massetti & Robert Mendelsohn, 2011. "Estimating Ricardian Models With Panel Data," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 301-319.
    7. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    8. Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2006. "The Impact of Global Warming on U.S. Agriculture: An Econometric Analysis of Optimal Growing Conditions," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 113-125, February.
    9. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    10. Huang, Kaixing & Wang, Jinxia & Huang, Jikun & Findlay, Christopher, 2018. "The potential benefits of agricultural adaptation to warming in China in the long run," Environment and Development Economics, Cambridge University Press, vol. 23(2), pages 139-160, April.
    11. Donadelli, M. & Jüppner, M. & Riedel, M. & Schlag, C., 2017. "Temperature shocks and welfare costs," Journal of Economic Dynamics and Control, Elsevier, vol. 82(C), pages 331-355.
    12. Katrina Jessoe & Dale T. Manning & J. Edward Taylor, 2018. "Climate Change and Labour Allocation in Rural Mexico: Evidence from Annual Fluctuations in Weather," Economic Journal, Royal Economic Society, vol. 128(608), pages 230-261.
    13. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    14. Fang, Cheng & Zhang, Xiaobo & Fan, Shenggen, 2002. "Emergence of urban poverty and inequality in China: evidence from household survey," China Economic Review, Elsevier, vol. 13(4), pages 430-443, December.
    15. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    16. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    17. Marie Connolly, 2008. "Here Comes the Rain Again: Weather and the Intertemporal Substitution of Leisure," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 73-100.
    18. Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-930, September.
    19. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    20. Colin Carter & Xiaomeng Cui & Dalia Ghanem & Pierre Mérel, 2018. "Identifying the Economic Impacts of Climate Change on Agriculture," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 361-380, October.
    21. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Climate and Conflict," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 577-617, August.
    22. S. Seo, 2013. "An essay on the impact of climate change on US agriculture: weather fluctuations, climatic shifts, and adaptation strategies," Climatic Change, Springer, vol. 121(2), pages 115-124, November.
    23. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    24. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    25. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    26. de Janvry, Alain & Sadoulet, Elisabeth, 2000. "Rural poverty in Latin America: Determinants and exit paths," Food Policy, Elsevier, vol. 25(4), pages 389-409, August.
    27. Jinxia Wang & Robert Mendelsohn & Ariel Dinar & Jikun Huang, 2010. "How Chinese Farmers Change Crop Choice To Adapt To Climate Change," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 1(03), pages 167-185.
    28. Eboli, Fabio & Parrado, Ramiro & Roson, Roberto, 2010. "Climate-change feedback on economic growth: explorations with a dynamic general equilibrium model," Environment and Development Economics, Cambridge University Press, vol. 15(5), pages 515-533, October.
    29. Robert O. Mendelsohn & Emanuele Massetti, 2017. "The Use of Cross-Sectional Analysis to Measure Climate Impacts on Agriculture: Theory and Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 11(2), pages 280-298.
    30. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2012. "Temperature Shocks and Economic Growth: Evidence from the Last Half Century," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 66-95, July.
    31. Salvatore Di Falco & Marcella Veronesi, 2013. "How Can African Agriculture Adapt to Climate Change? A Counterfactual Analysis from Ethiopia," Land Economics, University of Wisconsin Press, vol. 89(4), pages 743-766.
    32. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2008. "Climate Change and Economic Growth: Evidence from the Last Half Century," NBER Working Papers 14132, National Bureau of Economic Research, Inc.
    33. Jikun Huang & Yangjie Wang & Jinxia Wang, 2015. "Farmers' Adaptation to Extreme Weather Events through Farm Management and Its Impacts on the Mean and Risk of Rice Yield in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 602-617.
    34. Deschenes, Olivier, 2014. "Temperature, human health, and adaptation: A review of the empirical literature," Energy Economics, Elsevier, vol. 46(C), pages 606-619.
    35. Richard Black & Stephen R. G. Bennett & Sandy M. Thomas & John R. Beddington, 2011. "Migration as adaptation," Nature, Nature, vol. 478(7370), pages 447-449, October.
    36. Katrina Jessoe & Dale T. Manning & J. Edward Taylor, 2018. "Climate Change and Labour Allocation in Rural Mexico: Evidence from Annual Fluctuations in Weather," Economic Journal, Royal Economic Society, vol. 128(608), pages 230-261, February.
    37. Woodruff, Christopher & Zenteno, Rene, 2007. "Migration networks and microenterprises in Mexico," Journal of Development Economics, Elsevier, vol. 82(2), pages 509-528, March.
    38. Emanuele Massetti & Robert Mendelsohn, 2018. "Measuring Climate Adaptation: Methods and Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 12(2), pages 324-341.
    39. Zhang, Peng & Zhang, Junjie & Chen, Minpeng, 2017. "Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 8-31.
    40. Wang, Jinxia & Mendelsohn, Robert & Dinar, Ariel & Huang, Jikun & Rozelle, Scott & Zhang, Lijuan, 2008. "Can China continue feeding itself ? the impact of climate change on agriculture," Policy Research Working Paper Series 4470, The World Bank.
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    More about this item

    Keywords

    Climate change; Labor market; Welfare;
    All these keywords.

    JEL classification:

    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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