IDEAS home Printed from https://ideas.repec.org/p/rdg/emxxdp/em-dp2025-05.html

Does Liberalisation Reduce Labour Market Inequality? Caste and Occupational Outcomes in India

Author

Listed:
  • Ashmita Gupta

    (Asian Development Research Institute, India)

  • Neha Hui

    (Department of Economics, University of Reading)

Abstract

This paper investigates how trade liberalization reshaped caste-based occupational mobility in rural India. Using district-level exposure to the 1991 tariff reforms and nationally representative survey data, we provide the first causal evidence on how market integration affected labor market outcomes for Dalits (historically marginalized groups). We classify occupations by wages, skill intensity, task content, and international prestige scales to capture job quality. Our results show that while overall employment increased, Dalits in more liberalized districts were disproportionately excluded from high prestige occupations and shifted into low-wage, insecure work. Education emerges as a key mechanism: tariff exposure improved Dalit literacy but reduced higher-education attainment, limiting access to skilled jobs. These effects were most pronounced in states with flexible labor laws, where discriminatory hiring and firing practices could more easily operate. The findings demonstrate that structural reforms can reinforce existing social hierarchies, highlighting the importance of considering inequality transmission and barriers to mobility in assessing the population-wide effects of globalization.

Suggested Citation

  • Ashmita Gupta & Neha Hui, 2025. "Does Liberalisation Reduce Labour Market Inequality? Caste and Occupational Outcomes in India," Economics Discussion Papers em-dp2025-05, Department of Economics, University of Reading.
  • Handle: RePEc:rdg:emxxdp:em-dp2025-05
    as

    Download full text from publisher

    File URL: https://research.reading.ac.uk/economics/wp-content/uploads/sites/87/2025/11/emdp202505.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Hirata, Guilherme & Soares, Rodrigo R., 2020. "Competition and the racial wage gap: Evidence from Brazil," Journal of Development Economics, Elsevier, vol. 146(C).
    3. Keller, Wolfgang & Utar, Hale, 2023. "International trade and job polarization: Evidence at the worker level," Journal of International Economics, Elsevier, vol. 145(C).
    4. Eric V. Edmonds & Nina Pavcnik & Petia Topalova, 2010. "Trade Adjustment and Human Capital Investments: Evidence from Indian Tariff Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 42-75, October.
    5. Jennifer Poole & Amelia Santos-Paulino & Maria Sokolova & Alisa DiCaprio, 2017. "The Impact of Trade and Technology on Skills in Viet Nam," ADBI Working Papers 770, Asian Development Bank Institute.
    6. Ito, Takahiro, 2009. "Caste discrimination and transaction costs in the labor market: Evidence from rural North India," Journal of Development Economics, Elsevier, vol. 88(2), pages 292-300, March.
    7. Chin, Aimee & Prakash, Nishith, 2011. "The redistributive effects of political reservation for minorities: Evidence from India," Journal of Development Economics, Elsevier, vol. 96(2), pages 265-277, November.
    8. Kis-Katos, Krisztina & Sparrow, Robert, 2015. "Poverty, labor markets and trade liberalization in Indonesia," Journal of Development Economics, Elsevier, vol. 117(C), pages 94-106.
    9. Law, Cherry, 2019. "Unintended consequence of trade on regional dietary patterns in rural India," World Development, Elsevier, vol. 113(C), pages 277-293.
    10. 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.
    11. Rohini Pande, 2003. "Can Mandated Political Representation Increase Policy Influence for Disadvantaged Minorities? Theory and Evidence from India," American Economic Review, American Economic Association, vol. 93(4), pages 1132-1151, September.
    12. Wolfgang F. Stolper & Paul A. Samuelson, 1941. "Protection and Real Wages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 9(1), pages 58-73.
    13. Siwan Anderson, 2011. "Caste as an Impediment to Trade," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 239-263, January.
    14. Kaivan Munshi, 2019. "Caste and the Indian Economy," Journal of Economic Literature, American Economic Association, vol. 57(4), pages 781-834, December.
    15. Siddique, Zahra, 2011. "Evidence on Caste Based Discrimination," Labour Economics, Elsevier, vol. 18(S1), pages 146-159.
    16. Kaivan Munshi & Mark R. Rosenzweig, 2005. "Why is Mobility in India so Low? Social Insurance, Inequality, and Growth," CID Working Papers 121, Center for International Development at Harvard University.
    17. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    18. Eric V. Edmonds & Nina Pavcnik & Petia Topalova, 2009. "Child Labor and Schooling in A Globalizing World: Some Evidence from Urban India," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 498-507, 04-05.
    19. Hasan, Rana & Mitra, Devashish & Ranjan, Priya & Ahsan, Reshad N., 2012. "Trade liberalization and unemployment: Theory and evidence from India," Journal of Development Economics, Elsevier, vol. 97(2), pages 269-280.
    20. Ashmita Gupta, 2021. "Effect of Trade Liberalization on Gender Inequality: The Case of India," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(4), pages 682-720, December.
    21. Viktoria Hnatkovska & Amartya Lahiri & Sourabh Paul, 2012. "Castes and Labor Mobility," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 274-307, April.
    22. Isis Gaddis & Janneke Pieters, 2017. "The Gendered Labor Market Impacts of Trade Liberalization: Evidence from Brazil," Journal of Human Resources, University of Wisconsin Press, vol. 52(2), pages 457-490.
    23. Rafael Dix-Carneiro & Brian K. Kovak, 2017. "Trade Liberalization and Regional Dynamics," American Economic Review, American Economic Association, vol. 107(10), pages 2908-2946, October.
    24. Beaman, Lori & Duflo, Esther & Pande, Rohini & Topalova, Petia, 2011. "Political Reservation and Substantive Representation: Evidence from Indian Village Councils," India Policy Forum, National Council of Applied Economic Research, vol. 7(1), pages 159-201.
    25. Ira N. Gang & Kunal Sen & Myeong‐Su Yun, 2008. "Poverty In Rural India: Caste And Tribe," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 54(1), pages 50-70, March.
    26. 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.
    27. Ahsan, Reshad N. & Chatterjee, Arpita, 2017. "Trade liberalization and intergenerational occupational mobility in urban India," Journal of International Economics, Elsevier, vol. 109(C), pages 138-152.
    28. Sheba Tejani, 2016. "Jobless growth in India: an investigation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 40(3), pages 843-870.
    29. Bardhan Pranab K. & Mookherjee Dilip & Parra Torrado Monica, 2010. "Impact of Political Reservations in West Bengal Local Governments on Anti-Poverty Targeting," Journal of Globalization and Development, De Gruyter, vol. 1(1), pages 1-38, January.
    30. Mosse, David, 2018. "Caste and development: Contemporary perspectives on a structure of discrimination and advantage," World Development, Elsevier, vol. 110(C), pages 422-436.
    31. Ashwini Deshpande, 2001. "Caste at Birth? Redefining Disparity in India," Review of Development Economics, Wiley Blackwell, vol. 5(1), pages 130-144, February.
    32. Banerjee, Abhijit & Bertrand, Marianne & Datta, Saugato & Mullainathan, Sendhil, 2009. "Labor market discrimination in Delhi: Evidence from a field experiment," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 14-27, March.
    Full references (including those not matched with items on IDEAS)

    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. Dix-Carneiro, Rafael & Kovak, Brian K., 2019. "Margins of labor market adjustment to trade," Journal of International Economics, Elsevier, vol. 117(C), pages 125-142.
    2. Sarra Ben Yahmed & Pamela Bombarda, 2020. "Gender, Informal Employment and Trade Liberalization in Mexico," The World Bank Economic Review, World Bank, vol. 34(2), pages 259-283.
    3. Ashmita Gupta, 2021. "Effect of Trade Liberalization on Gender Inequality: The Case of India," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(4), pages 682-720, December.
    4. Yu, Zhen & Wu, Xiaoling & Li, Meng & Guo, Rufei, 2021. "Import competition and the gender gap in labor force participation: Evidence from China," China Economic Review, Elsevier, vol. 69(C).
    5. Mansour, Hani & Medina, Pamela & Velásquez, Andrea, 2022. "Import competition and gender differences in labor reallocation," Labour Economics, Elsevier, vol. 76(C).
    6. Biswajit Banerjee & Risto Herrala, 2024. "Testing the impact of liquidation speed on leverage using Indian data," Working Papers 113, Ashoka University, Department of Economics.
    7. Kis-Katos, Krisztina & Sparrow, Robert, 2015. "Poverty, labor markets and trade liberalization in Indonesia," Journal of Development Economics, Elsevier, vol. 117(C), pages 94-106.
    8. Facchini, Giovanni & Liu, Maggie Y. & Mayda, Anna Maria & Zhou, Minghai, 2019. "China's “Great Migration”: The impact of the reduction in trade policy uncertainty," Journal of International Economics, Elsevier, vol. 120(C), pages 126-144.
    9. Mosse, David, 2018. "Caste and development: Contemporary perspectives on a structure of discrimination and advantage," World Development, Elsevier, vol. 110(C), pages 422-436.
    10. Ira N. Gang & Kunal Sen & Myeong-Su Yun, 2017. "Is Caste Destiny? Occupational Diversification among Dalits in Rural India," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 29(2), pages 476-492, April.
    11. Pinelopi K. Goldberg & Nina Pavcnik, 2016. "The Effects of Trade Policy," NBER Working Papers 21957, National Bureau of Economic Research, Inc.
    12. Gehrke, Esther & Genthner, Robert & Kis-Katos, Krisztina, 2025. "Regulating manufacturing FDI: Local labor market responses to a protectionist policy in Indonesia," Journal of Development Economics, Elsevier, vol. 177(C).
    13. Ghani,Syed Ejaz & Grover,Arti & Kerr,Sari & Kerr,William Robert, 2016. "Will market competition trump gender discrimination in India ?," Policy Research Working Paper Series 7814, The World Bank.
    14. Dai, Mi & Huang, Wei & Zhang, Yifan, 2021. "How do households adjust to tariff liberalization? Evidence from China's WTO accession," Journal of Development Economics, Elsevier, vol. 150(C).
    15. Rafael Dix-Carneiro & Brian K. Kovak, 2017. "Trade Liberalization and Regional Dynamics," American Economic Review, American Economic Association, vol. 107(10), pages 2908-2946, October.
    16. Charris, Carlos & Branco, Danyelle & Carrillo, Bladimir, 2024. "Economic shocks and infant health: Evidence from a trade reform in Brazil," Journal of Development Economics, Elsevier, vol. 166(C).
    17. Dai, Mi & Huang, Wei & Zhang, Yifan, 2020. "Persistent effects of initial labor market conditions: The case of China's tariff liberalization after WTO accession," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 566-581.
    18. Miyamoto, Tomohisa & Bedi, Arjun S., 2024. "English Language Premium in a Marriage Market: Experimental Evidence from Delhi," IZA Discussion Papers 17366, Institute of Labor Economics (IZA).
    19. Sofía Fernández Guerrico, 2023. "Trade Shocks, Population Growth, and Migration," ULB Institutional Repository 2013/357236, ULB -- Universite Libre de Bruxelles.
    20. Giuntella, Osea & Rieger, Matthias & Rotunno, Lorenzo, 2020. "Weight gains from trade in foods: Evidence from Mexico," Journal of International Economics, Elsevier, vol. 122(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • O24 - Economic Development, Innovation, Technological Change, and Growth - - Development Planning and Policy - - - Trade Policy; Factor Movement; Foreign Exchange Policy
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

    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:rdg:emxxdp:em-dp2025-05. 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: Alexander Mihailov (email available below). General contact details of provider: https://edirc.repec.org/data/derdguk.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.