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The Geography of Structural Transformation: Uneven Agricultural Wage Growth in India

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  • Desiraju, Naga Lavanya
  • Delgado, Michael

Abstract

In this paper, we explore the roles of migration frictions, land constraints, and international agricultural trade in uneven wage growth across districts in India. To answer this question, the paper combines reduced-form econometric methods with a quantitative spatial equilibrium model calibrated to a district-level monthly panel for 2010–2022. There are two stages to the empirical strategy. First, we estimate a Spatial Durbin model (SDM) to quantify the effects of local and neighboring districts’ conditions on district-level agricultural wages. These reduced-form estimates provide evidence of spatial spillovers and give elasticities that will be used in calibrations in the next step. In the second stage, we calibrate a quantitative spatial equilibrium model with costly labor migration, fixed land endowments, and heterogeneous productivity across districts. The calibration is performed using a simulated method of moments to match observed wage dispersion, spatial autocorrelation, and the responsiveness of wages to weather and trade shocks. This approach helps decompose the relative contributions of migration frictions, land scarcity, climate variability, and trade exposure to the divergence in wages. Finally, we also conduct counterfactual simulations measuring how changes in mobility barriers, export demand, or climate risk could alter the distribution of agricultural wages in India.

Suggested Citation

  • Desiraju, Naga Lavanya & Delgado, Michael, 2026. "The Geography of Structural Transformation: Uneven Agricultural Wage Growth in India," 2026 Annual Meeting, July 26 - 28, 2026, Kansas City, Missouri 404637, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea26:404637
    DOI: 10.22004/ag.econ.404637
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    1. 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.
    2. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    3. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
    4. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    5. Rodrigo Adão & Michal Kolesár & Eduardo Morales, 2019. "Shift-Share Designs: Theory and Inference," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 1949-2010.
    6. 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.
    7. 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.
    8. Rodrigo Ad~ao & Michal Koles'ar & Eduardo Morales, 2018. "Shift-Share Designs: Theory and Inference," Papers 1806.07928, arXiv.org, revised Aug 2019.
    9. Klaus Desmet & Dávid Krisztián Nagy & Esteban Rossi-Hansberg, 2018. "The Geography of Development," Journal of Political Economy, University of Chicago Press, vol. 126(3), pages 903-983.
    10. 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.
    11. 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.
    12. Brian K. Kovak, 2013. "Regional Effects of Trade Reform: What Is the Correct Measure of Liberalization?," American Economic Review, American Economic Association, vol. 103(5), pages 1960-1976, August.
    13. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, December.
    14. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    15. repec:oup:qjecon:v:129:y:2014:i:2:p:939-993. is not listed on IDEAS
    16. 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.
    17. Ferdinando Monte & Stephen J. Redding & Esteban Rossi-Hansberg, 2018. "Commuting, Migration, and Local Employment Elasticities," American Economic Review, American Economic Association, vol. 108(12), pages 3855-3890, December.
    18. 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.
    19. 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.
    20. 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.
    21. Trevor Tombe & Xiaodong Zhu, 2019. "Trade, Migration, and Productivity: A Quantitative Analysis of China," American Economic Review, American Economic Association, vol. 109(5), pages 1843-1872, May.
    22. 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.
    23. Melanie Morten, 2019. "Temporary Migration and Endogenous Risk Sharing in Village India," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 1-46.
    24. 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.
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