IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/28995.html
   My bibliography  Save this paper

The Effects of Climate Change on Labor and Capital Reallocation

Author

Listed:
  • Christoph Albert
  • Paula Bustos
  • Jacopo Ponticelli

Abstract

Climate change is expected to reduce agricultural productivity in developing countries. Classic international trade and geography models predict that the optimal adaptation response is a reallocation of capital and labor from agriculture towards sectors and regions gaining comparative advantage. In this paper, we provide evidence on the effects of recent changes in climate in Brazil to understand to what extent factor market frictions constrain this reallocation process. We document that persistent increases in dryness do not generate capital reallocation but a sharp reduction in credit to all sectors in both drying areas and financially integrated regions. In addition, dryness generates a large reduction in agricultural employment. Workers staying in drying regions reallocate towards manufacturing but climate migrants are allocated to small firms outside of manufacturing in destination regions. The evidence suggests that frictions in the interbank market and spatial labor market frictions constrain the reallocation process from agriculture to manufacturing.

Suggested Citation

  • Christoph Albert & Paula Bustos & Jacopo Ponticelli, 2021. "The Effects of Climate Change on Labor and Capital Reallocation," NBER Working Papers 28995, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:28995
    Note: CF DEV EEE ITI
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w28995.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    2. Fafchamps, Marcel & Udry, Christopher & Czukas, Katherine, 1998. "Drought and saving in West Africa: are livestock a buffer stock?," Journal of Development Economics, Elsevier, vol. 55(2), pages 273-305, April.
    3. Jean-François Maystadt & Valerie Mueller & Ashwini Sebastian, 2016. "Environmental Migration and Labor Markets in Nepal," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(2), pages 417-452.
    4. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    5. Kirill Borusyak & Peter Hull & Xavier Jaravel, 2022. "Quasi-Experimental Shift-Share Research Designs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(1), pages 181-213.
    6. Restuccia, Diego & Yang, Dennis Tao & Zhu, Xiaodong, 2008. "Agriculture and aggregate productivity: A quantitative cross-country analysis," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 234-250, March.
    7. Pablo Fajgelbaum & Pinelopi Goldberg & Patrick Kennedy & Amit Khandelwal & Daria Taglioni, 2024. "The US-China Trade War and Global Reallocations," American Economic Review: Insights, American Economic Association, vol. 6(2), pages 295-312, June.
    8. Pierfederico Asdrubali & Bent E. Sørensen & Oved Yosha, 1996. "Channels of Interstate Risk Sharing: United States 1963–1990," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(4), pages 1081-1110.
    9. 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.
    10. Clement Imbert & Marlon Seror & Yifan Zhang & Yanos Zylberberg, 2022. "Migrants and Firms: Evidence from China," American Economic Review, American Economic Association, vol. 112(6), pages 1885-1914, June.
    11. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1085-1140.
    12. Desmet, Klaus & Rossi-Hansberg, Esteban, 2015. "On the spatial economic impact of global warming," Journal of Urban Economics, Elsevier, vol. 88(C), pages 16-37.
    13. Erik P. Gilje & Elena Loutskina & Philip E. Strahan, 2016. "Exporting Liquidity: Branch Banking and Financial Integration," Journal of Finance, American Finance Association, vol. 71(3), pages 1159-1184, June.
    14. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    15. Christopher Udry, 1994. "Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 495-526.
    16. Emerick, Kyle, 2018. "Agricultural productivity and the sectoral reallocation of labor in rural India," Journal of Development Economics, Elsevier, vol. 135(C), pages 488-503.
    17. 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.
    18. Paula Bustos & Gabriel Garber & Jacopo Ponticelli, 2020. "Capital Accumulation and Structural Transformation [“Capital Deepening and Nonbalanced Economic Growth”]," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(2), pages 1037-1094.
    19. Chad Syverson, 2004. "Market Structure and Productivity: A Concrete Example," Journal of Political Economy, University of Chicago Press, vol. 112(6), pages 1181-1222, December.
    20. Giovanni Peri & Akira Sasahara, 2019. "The Impact of Global Warming on Rural-Urban Migrations: Evidence from Global Big Data," NBER Working Papers 25728, National Bureau of Economic Research, Inc.
    21. Redding, Stephen & Venables, Anthony J., 2004. "Economic geography and international inequality," Journal of International Economics, Elsevier, vol. 62(1), pages 53-82, January.
    22. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    23. Supreet Kaur, 2019. "Nominal Wage Rigidity in Village Labor Markets," American Economic Review, American Economic Association, vol. 109(10), pages 3585-3616, October.
    24. Jonathan Colmer, 2021. "Temperature, Labor Reallocation, and Industrial Production: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 13(4), pages 101-124, October.
    25. repec:oup:qjecon:v:129:y:2014:i:2:p:939-993. is not listed on IDEAS
    26. Bruno Conte & Klaus Desmet & Dávid Krisztián Nagy & Esteban Rossi-Hansberg, 2021. "Local sectoral specialization in a warming world," Journal of Economic Geography, Oxford University Press, vol. 21(4), pages 493-530.
    27. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    28. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    29. Card, David, 2001. "Immigrant Inflows, Native Outflows, and the Local Labor Market Impacts of Higher Immigration," Journal of Labor Economics, University of Chicago Press, vol. 19(1), pages 22-64, January.
    30. Suresh de Mel & David McKenzie & Christopher Woodruff, 2009. "Returns to Capital in Microenterprises: Evidence from a Field Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 423-423.
    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. 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.
    33. Aguilar-Gomez, Sandra & Gutierrez, Emilio & Heres, David & Jaume, David & Tobal, Martin, 2024. "Thermal stress and financial distress: Extreme temperatures and firms’ loan defaults in Mexico," Journal of Development Economics, Elsevier, vol. 168(C).
    34. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    35. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    36. 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.
    37. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    38. Krugman, Paul, 1987. "The narrow moving band, the Dutch disease, and the competitive consequences of Mrs. Thatcher : Notes on trade in the presence of dynamic scale economies," Journal of Development Economics, Elsevier, vol. 27(1-2), pages 41-55, October.
    39. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    40. 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.
    41. 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.
    42. 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.
    43. Treb Allen & David Atkin, 2022. "Volatility and the Gains From Trade," Econometrica, Econometric Society, vol. 90(5), pages 2053-2092, September.
    44. Deborah Lawrence & Karen Vandecar, 2015. "Erratum: Effects of tropical deforestation on climate and agriculture," Nature Climate Change, Nature, vol. 5(2), pages 174-174, February.
    45. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    46. Deborah Lawrence & Karen Vandecar, 2015. "Effects of tropical deforestation on climate and agriculture," Nature Climate Change, Nature, vol. 5(1), pages 27-36, January.
    47. Tommaso Porzio & Federico Rossi & Gabriella Santangelo, 2022. "The Human Side of Structural Transformation," American Economic Review, American Economic Association, vol. 112(8), pages 2774-2814, August.
    48. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 39-82, March.
    49. Henderson, J. Vernon & Storeygard, Adam & Deichmann, Uwe, 2017. "Has climate change driven urbanization in Africa?," Journal of Development Economics, Elsevier, vol. 124(C), pages 60-82.
    50. Brian McCaig & Nina Pavcnik, 2018. "Export Markets and Labor Allocation in a Low-Income Country," American Economic Review, American Economic Association, vol. 108(7), pages 1899-1941, July.
    51. Kevin Donovan & Todd Schoellman, 2023. "The role of labor market frictions in structural transformation," Oxford Development Studies, Taylor & Francis Journals, vol. 51(4), pages 362-374, October.
    52. Nath, Ishan, 2022. "Climate Change, The Food Problem, and the Challenge of Adaptation through Sectoral Reallocation," Conference papers 333404, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    53. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    54. 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.
    55. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    56. Udry, Christopher, 1995. "Risk and Saving in Northern Nigeria," American Economic Review, American Economic Association, vol. 85(5), pages 1287-1300, December.
    57. Lorenzo Casaburi & Jack Willis, 2018. "Time versus State in Insurance: Experimental Evidence from Contract Farming in Kenya," American Economic Review, American Economic Association, vol. 108(12), pages 3778-3813, December.
    58. 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.
    59. Maggie Liu & Yogita Shamdasani & Vis Taraz, 2023. "Climate Change and Labor Reallocation: Evidence from Six Decades of the Indian Census," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 395-423, May.
    60. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    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. Suchita Srinivasan, 2023. "Social Policies and Adaptation to Extreme Weather: Evidence from South Africa," CER-ETH Economics working paper series 23/381, CER-ETH - Center of Economic Research (CER-ETH) at ETH Zurich.
    2. Afridi, Farzana & Mahajan, Kanika & Sangwan, Nikita, 2022. "The gendered effects of droughts: Production shocks and labor response in agriculture," Labour Economics, Elsevier, vol. 78(C).
    3. Federico Boffa & Francisco Cavalcanti & Christian Fons‐Rosen & Amedeo Piolatto, 2024. "Drought‐Reliefs and Partisanship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 187-208, April.
    4. Mélanie Gittard, 2024. "Droughts, Migration and Population in Kenya," CIRED Working Papers halshs-04685409, HAL.
    5. Cascarano, Michele & Natoli, Filippo & Petrella, Andrea, 2022. "Entry, exit and market structure in a changing climate," MPRA Paper 112868, University Library of Munich, Germany.
    6. Feriga, Moustafa & Lozano Gracia, Nancy & Serneels, Pieter, 2024. "The Impact of Climate Change on Work Lessons for Developing Countries," IZA Discussion Papers 16914, Institute of Labor Economics (IZA).
    7. Jacopo Ponticelli & Qiping Xu & Stefan Zeume, 2023. "Temperature and Local Industry Concentration," Working Papers 23-51, Center for Economic Studies, U.S. Census Bureau.
    8. Liang, Yuchao & Tan, Qi & Pang, Jun, 2024. "Bless or curse, how does extreme temperature shape heavy pollution companies' ESG performance?-Evidence from China," Energy Economics, Elsevier, vol. 131(C).
    9. Moustafa Feriga & Mancy Lozano Gracia & Pieter Serneels, 2024. "The impact of climate change on work lessons for developing countries," CSAE Working Paper Series 2024-02, Centre for the Study of African Economies, University of Oxford.
    10. Zhang, Yongji & Liu, Lingxi & Lan, Minghui & Su, Zhi & Wang, Ke, 2024. "Climate change and economic policy uncertainty: Evidence from major countries around the world," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1045-1060.
    11. Acevedo, Ivonne & Castellani, Francesca & Lopez de la Cerda, Carlos & Lotti, Giulia & Székely, Miguel, 2023. "Natural Disasters and Labor Market Outcomes in Mexico," IDB Publications (Working Papers) 13131, Inter-American Development Bank.
    12. Zappalà, Guglielmo, 2024. "Adapting to climate change accounting for individual beliefs," Journal of Development Economics, Elsevier, vol. 169(C).

    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. Christoph Albert & Paula Bustos & Jacopo Ponticelli, 2024. "The effects of climate change on labor and capital reallocation," Economics Working Papers 1887, Department of Economics and Business, Universitat Pompeu Fabra.
    2. Jonathan Colmer, 2021. "Temperature, Labor Reallocation, and Industrial Production: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 13(4), pages 101-124, October.
    3. Ponticelli, Jacopo & Bustos, Paula & Castro-Vincenzi, Juan & Monras, Joan, 2018. "Industrialization without Innovation," CEPR Discussion Papers 13379, C.E.P.R. Discussion Papers.
    4. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    5. repec:esx:essedp:729 is not listed on IDEAS
    6. 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.
    7. Paula Bustos & Juan Manuel Castro Vincenzi & Joan Monras & Jacopo Ponticelli, 2019. "Structural Transformation, Industrial Specialization, and Endogenous Growth," Working Papers wp2019_1906, CEMFI.
    8. Tasso Adamopoulos & Diego Restuccia, 2022. "Geography and Agricultural Productivity: Cross-Country Evidence from Micro Plot-Level Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(4), pages 1629-1653.
    9. GODEFROY, Raphaël & LEWIS, Joshua, 2018. "The impact of uncertainty in agriculture," Cahiers de recherche 2018-12, Universite de Montreal, Departement de sciences economiques.
    10. Douglas Gollin & Christopher Udry, 2021. "Heterogeneity, Measurement Error, and Misallocation: Evidence from African Agriculture," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 1-80.
    11. Feriga,Moustafa Amgad Moustafa Ahmed Moustafa & Lozano Gracia,Nancy & Serneels,Pieter Maria, 2024. "The Impact of Climate Change on Work : Lessons for Developing Countries," Policy Research Working Paper Series 10682, The World Bank.
    12. Moustafa Feriga & Mancy Lozano Gracia & Pieter Serneels, 2024. "The impact of climate change on work lessons for developing countries," CSAE Working Paper Series 2024-02, Centre for the Study of African Economies, University of Oxford.
    13. 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.
    14. Apoorv Gupta & Jacopo Ponticelli & Andrea Tesei, 2020. "Language Barriers, Technology Adoption and Productivity: Evidence from Agriculture in India," NBER Working Papers 27192, National Bureau of Economic Research, Inc.
    15. Katrin Millock & Cees Withagen, 2021. "Climate and Migration," World Scientific Book Chapters, in: Anil Markandya & Dirk Rübbelke (ed.), CLIMATE AND DEVELOPMENT, chapter 10, pages 309-341, World Scientific Publishing Co. Pte. Ltd..
    16. Xie, Victoria Wenxin, 2024. "Labor market adjustment to extreme heat shocks: Evidence from Brazil," Journal of Economic Behavior & Organization, Elsevier, vol. 222(C), pages 266-283.
    17. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    18. Samuel Bazzi & Arya Gaduh & Alexander D. Rothenberg & Maisy Wong, 2016. "Skill Transferability, Migration, and Development: Evidence from Population Resettlement in Indonesia," American Economic Review, American Economic Association, vol. 106(9), pages 2658-2698, September.
    19. Chen, Chaoran, 2020. "Technology adoption, capital deepening, and international productivity differences," Journal of Development Economics, Elsevier, vol. 143(C).
    20. Margarita Gafaro & Heitor S. Pellegrina, 2018. "Market access, agricultural productivity and selection into trade: evidence from Colombia," Borradores de Economia 1050, Banco de la Republica de Colombia.
    21. Michał Burzyński & Christoph Deuster & Frédéric Docquier & Jaime de Melo, 2022. "Climate Change, Inequality, and Human Migration," Journal of the European Economic Association, European Economic Association, vol. 20(3), pages 1145-1197.

    More about this item

    JEL classification:

    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    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:nbr:nberwo:28995. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.