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Weather, labor reallocation and industrial production: evidence from India

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  • Colmer, Jonathan

Abstract

Temperature-driven reductions in the demand for agricultural labor are associated with increases in the share of workers engaged in manufacturing, suggesting that the ability of non-agricultural sectors to absorb workers may play a key role in attenuating the economic consequences of weather-driven changes in agricultural productivity. Exploiting firm-level variation in the propensity to absorb these workers, I find that this reallocation is associated with relative expansions in manufacturing activity in exible labor market environments. Counter-factual estimates suggest that in the absence of labor reallocation the aggregate consequences of temperature increases would be up to 40% higher.

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  • Colmer, Jonathan, 2018. "Weather, labor reallocation and industrial production: evidence from India," LSE Research Online Documents on Economics 88695, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:88695
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    File URL: http://eprints.lse.ac.uk/88695/
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    1. Haltiwanger, John C. & Scarpetta, Stefano & Schweiger, Helena, 2006. "Assessing Job Flows across Countries: The Role of Industry, Firm Size and Regulations," IZA Discussion Papers 2450, Institute of Labor Economics (IZA).
    2. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    3. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    4. 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.
    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. Richard Hornbeck, 2012. "The Enduring Impact of the American Dust Bowl: Short- and Long-Run Adjustments to Environmental Catastrophe," American Economic Review, American Economic Association, vol. 102(4), pages 1477-1507, June.
    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. Geoffrey Heal & Jisung Park, 2013. "Feeling the Heat: Temperature, Physiology & the Wealth of Nations," NBER Working Papers 19725, National Bureau of Economic Research, Inc.
    9. Samuel Bentolila & Giuseppe Bertola, 1990. "Firing Costs and Labour Demand: How Bad is Eurosclerosis?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(3), pages 381-402.
    10. Richard Hornbeck & Pinar Keskin, 2015. "Does Agriculture Generate Local Economic Spillovers? Short-Run and Long-Run Evidence from the Ogallala Aquifer," American Economic Journal: Economic Policy, American Economic Association, vol. 7(2), pages 192-213, May.
    11. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    12. Klaus Desmet & Esteban Rossi-Hansberg, 2014. "Spatial Development," American Economic Review, American Economic Association, vol. 104(4), pages 1211-1243, April.
    13. Heckman, James J & Honore, Bo E, 1990. "The Empirical Content of the Roy Model," Econometrica, Econometric Society, vol. 58(5), pages 1121-1149, September.
    14. Timothy Besley & Robin Burgess, 2004. "Can Labor Regulation Hinder Economic Performance? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 91-134.
    15. Foster, Andrew D & Rosenzweig, Mark R, 2004. "Agricultural Productivity Growth, Rural Economic Diversity, and Economic Reforms: India, 1970-2000," Economic Development and Cultural Change, University of Chicago Press, vol. 52(3), pages 509-542, April.
    16. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    17. Matsuyama, Kiminori, 1992. "Agricultural productivity, comparative advantage, and economic growth," Journal of Economic Theory, Elsevier, vol. 58(2), pages 317-334, December.
    18. Abhijit V. Banerjee & Esther Duflo, 2007. "The Economic Lives of the Poor," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 141-168, Winter.
    19. Kaivan Munshi & Mark Rosenzweig, 2016. "Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap," American Economic Review, American Economic Association, vol. 106(1), pages 46-98, January.
    20. 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.
    21. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    22. Chaurey, Ritam, 2015. "Labor regulations and contract labor use: Evidence from Indian firms," Journal of Development Economics, Elsevier, vol. 114(C), pages 224-232.
    23. Rijkers, Bob & Söderbom, Måns, 2013. "The Effects of Risk and Shocks on Non-Farm Enterprise Development in Rural Ethiopia," World Development, Elsevier, vol. 45(C), pages 119-136.
    24. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2020. "The Light and the Heat: Productivity Co-Benefits of Energy-Saving Technology," The Review of Economics and Statistics, MIT Press, vol. 102(4), pages 779-792, October.
    25. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    26. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2011. "Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1010-1033, August.
    27. Mobarak, Ahmed Musfiq & Rosenzweig, Mark, 2013. "Risk, Insurance and Wages in General Equilibrium," Center Discussion Papers 161442, Yale University, Economic Growth Center.
    28. repec:oup:qjecon:v:129:y:2014:i:2:p:939-993. is not listed on IDEAS
    29. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    30. Richard Hornbeck & Suresh Naidu, 2014. "When the Levee Breaks: Black Migration and Economic Development in the American South," American Economic Review, American Economic Association, vol. 104(3), pages 963-990, March.
    31. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
    32. Achyuta Adhvaryu & A. V. Chari & Siddharth Sharma, 2013. "Firing Costs and Flexibility: Evidence from Firms' Employment Responses to Shocks in India," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 725-740, July.
    33. Paula Bustos & Bruno Caprettini & Jacopo Ponticelli, 2016. "Agricultural Productivity and Structural Transformation: Evidence from Brazil," American Economic Review, American Economic Association, vol. 106(6), pages 1320-1365, June.
    34. Arnaud Costinot & Dave Donaldson & Cory Smith, 2016. "Evolving Comparative Advantage and the Impact of Climate Change in Agricultural Markets: Evidence from 1.7 Million Fields around the World," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 205-248.
    35. Supreet Kaur, 2014. "Nominal Wage Rigidity in Village Labor Markets," NBER Working Papers 20770, National Bureau of Economic Research, Inc.
    36. Edward Miguel & Joan Hamory, 2009. "Individual Ability and Selection into Migration in Kenya," Human Development Research Papers (2009 to present) HDRP-2009-45, Human Development Report Office (HDRO), United Nations Development Programme (UNDP), revised Sep 2009.
    37. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    38. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    39. Vollrath, Dietrich, 2009. "How important are dual economy effects for aggregate productivity?," Journal of Development Economics, Elsevier, vol. 88(2), pages 325-334, March.
    40. Paxson, Christina H, 1992. "Using Weather Variability to Estimate the Response of Savings to Transitory Income in Thailand," American Economic Review, American Economic Association, vol. 82(1), pages 15-33, March.
    41. Douglas Gollin & David Lagakos & Michael E. Waugh, 2014. "The Agricultural Productivity Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 939-993.
    42. Robin Burgess & Dave Donaldson, 2010. "Can Openness Mitigate the Effects of Weather Shocks? Evidence from India's Famine Era," American Economic Review, American Economic Association, vol. 100(2), pages 449-453, May.
    43. 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.
    44. Ahsan, Ahmad & Pagés, Carmen, 2009. "Are all labor regulations equal? Evidence from Indian manufacturing," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 62-75, March.
    45. David Lagakos & Michael E. Waugh, 2013. "Selection, Agriculture, and Cross-Country Productivity Differences," American Economic Review, American Economic Association, vol. 103(2), pages 948-980, April.
    46. Solomon M. Hsiang & Amir S. Jina, 2015. "Geography, Depreciation, and Growth," American Economic Review, American Economic Association, vol. 105(5), pages 252-256, May.
    47. Melanie Morten, 2016. "Temporary Migration and Endogenous Risk Sharing in Village India," NBER Working Papers 22159, National Bureau of Economic Research, Inc.
    48. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    49. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    50. V. Mueller & C. Gray & K. Kosec, 2014. "Heat stress increases long-term human migration in rural Pakistan," Nature Climate Change, Nature, vol. 4(3), pages 182-185, March.
    51. Heckman, James J & Sedlacek, Guilherme, 1985. "Heterogeneity, Aggregation, and Market Wage Functions: An Empirical Model of Self-selection in the Labor Market," Journal of Political Economy, University of Chicago Press, vol. 93(6), pages 1077-1125, December.
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    Cited by:

    1. Taraz, Vis, 2018. "Can farmers adapt to higher temperatures? Evidence from India," World Development, Elsevier, vol. 112(C), pages 205-219.
    2. Ishan Nath, 2021. "Climate Change, The Food Problem, and the Challenge of Adaptation through Sectoral Reallocation," Working Papers 21-29, Center for Economic Studies, U.S. Census Bureau.
    3. Afridi, Farzana & Mahajan, Kanika & Sangwan, Nikita, 2021. "The Gendered Effects of Climate Change: Production Shocks and Labor Response in Agriculture," IZA Discussion Papers 14568, Institute of Labor Economics (IZA).
    4. Mario F Carillo, 2021. "Agricultural Policy and Long-Run Development: Evidence from Mussolini's Battle for Grain," The Economic Journal, Royal Economic Society, vol. 131(634), pages 566-597.
    5. Chengzheng Li & Zheng Pan, 2021. "How do extremely high temperatures affect labor market performance? Evidence from rural China," Empirical Economics, Springer, vol. 61(4), pages 2265-2291, October.
    6. Franziska Piontek & Matthias Kalkuhl & Elmar Kriegler & Anselm Schultes & Marian Leimbach & Ottmar Edenhofer & Nico Bauer, 2019. "Economic Growth Effects of Alternative Climate Change Impact Channels in Economic Modeling," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 73(4), pages 1357-1385, August.
    7. Basu, Sayahnika, 2020. "Does Drought Accelerate Structural Change in India?," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304324, Agricultural and Applied Economics Association.
    8. Barbora Sedova & Matthias Kalkuhl & Robert Mendelsohn, 2020. "Distributional Impacts of Weather and Climate in Rural India," Economics of Disasters and Climate Change, Springer, vol. 4(1), pages 5-44, April.
    9. Francisco Costa & Fabien Forge & Jason Garred & João Paulo Pessoa, 2020. "Climate Change and the Distribution of Agricultural Output," Working Papers 2003E, University of Ottawa, Department of Economics.

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    More about this item

    Keywords

    labor reallocation; agricultural productivity; labor regulation; industrial production;
    All these keywords.

    JEL classification:

    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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