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Inequality in India Declined During COVID

Author

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  • Arpit Gupta
  • Anup Malani
  • Bartosz Woda

Abstract

We use a large, representative panel data set from India with monthly data on household finances to examine the incidence of economic harms during the COVID pandemic. We observe a sharp spike in poverty, peaking during India's sharp but short lockdown. However, there was a striking decrease in income inequality outside the lockdown. There was a smaller decrease in consumption inequality, likely due to consumption smoothing. Evidence supports two mechanisms for the decline in income inequality: the capital income of top-quartile earners covaries more with aggregate income, and demand for labor fell more for higher quartiles.

Suggested Citation

  • Arpit Gupta & Anup Malani & Bartosz Woda, 2021. "Inequality in India Declined During COVID," NBER Working Papers 29597, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:29597
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    as
    1. Arpit Gupta & Anup Malani & Bartek Woda, 2021. "Explaining the Income and Consumption Effects of COVID in India," NBER Working Papers 28935, National Bureau of Economic Research, Inc.
    2. Oster, Emily, 2012. "HIV and sexual behavior change: Why not Africa?," Journal of Health Economics, Elsevier, vol. 31(1), pages 35-49.
    3. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    4. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    5. Jeehoon Han & Bruce D. Meyer & James X. Sullivan, 2020. "Income and Poverty in the COVID-19 Pandemic," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 51(2 (Summer), pages 85-118.
    6. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    7. Fatih Guvenen & Fatih Karahan & Serdar Ozkan & Jae Song, 2021. "What Do Data on Millions of U.S. Workers Reveal About Lifecycle Earnings Dynamics?," Econometrica, Econometric Society, vol. 89(5), pages 2303-2339, September.
    8. Rosa Abraham & Anand Shrivastava, 2022. "How Comparable are India’s Labour Market Surveys?," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 65(2), pages 321-346, June.
    9. Adams-Prassl, A. & Boneva, T. & Golin, M & Rauh, C., 2020. "Inequality in the Impact of the Coronavirus Shock: New Survey Evidence for the UK," Cambridge Working Papers in Economics 2023, Faculty of Economics, University of Cambridge.
    10. Jaymee Sheng & Anup Malani & Ashish Goel & Purushotham Botla, 2021. "Does Mobility Explain Why Slums Were Hit Harder by COVID-19 in Mumbai, India?," NBER Working Papers 28541, National Bureau of Economic Research, Inc.
    11. Nicolas Bottan & Bridget Hoffmann & Diego Vera-Cossio, 2020. "The unequal impact of the coronavirus pandemic: Evidence from seventeen developing countries," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-10, October.
    12. Fatih Guvenen & Sam Schulhofer-Wohl & Jae Song & Motohiro Yogo, 2017. "Worker Betas: Five Facts about Systematic Earnings Risk," American Economic Review, American Economic Association, vol. 107(5), pages 398-403, May.
    13. Ashwini Deshpande, 2020. "The Covid-19 Pandemic and Lockdown: First Effects on Gender Gaps in Employment and Domestic Work in India," Working Papers 30, Ashoka University, Department of Economics, revised 02 Jun 2020.
    14. Dhingra, Swati & Machin, Stephen, 2020. "The Crisis and Job Guarantees in Urban India," IZA Discussion Papers 13760, Institute of Labor Economics (IZA).
    15. Gabriel Chodorow-Reich & Gita Gopinath & Prachi Mishra & Abhinav Narayanan, 2020. "Cash and the Economy: Evidence from India’s Demonetization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 57-103.
    16. Egger, Dennis & Miguel, Edward & Warren, Shana S. & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A. Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Hau, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(6), pages 1-1.
    17. Raj Chetty & John N Friedman & Michael Stepner & Opportunity Insights Team & Camille Baker & Harvey Barnhard & Matt Bell & Gregory Bruich & Tina Chelidze & Lucas Chu & Westley Cineus & Sebi Devlin-Fol, 2024. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 829-889.
    18. Annette Alstadsæter & Bernt Bratsberg & Gaute Eielsen & Wojciech Kopczuk & Simen Markussen & Oddbjorn Raaum & Knut Røed, 2020. "The First Weeks of the Coronavirus Crisis: Who Got Hit, When and Why? Evidence from Norway," NBER Working Papers 27131, National Bureau of Economic Research, Inc.
    19. Cochrane, John H, 1991. "A Simple Test of Consumption Insurance," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 957-976, October.
    20. Ahmed Mushfiq Mobarak & Edward Miguel, 2022. "The Economics of the COVID-19 Pandemic in Poor Countries," Annual Review of Economics, Annual Reviews, vol. 14(1), pages 253-285, August.
    21. Kenneth Lee & Harshil Sahai & Patrick Baylis & Michael Greenstone, 2020. "Job Loss and Behavioral Change: The Unprecedented Effects of the India Lockdown in Delhi," Working Papers 2020-65, Becker Friedman Institute for Research In Economics.
    22. Jonathan A. Parker & Annette Vissing-Jorgensen, 2010. "The Increase in Income Cyclicality of High-Income Households and Its Relation to the Rise in Top Income Shares," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 41(2 (Fall)), pages 1-70.
    23. Morduch, Jonathan, 1999. "Between the State and the Market: Can Informal Insurance Patch the Safety Net?," The World Bank Research Observer, World Bank, vol. 14(2), pages 187-207, August.
    24. Anup Malani & Sabareesh Ramachandran, 2021. "Using Household Rosters from Survey Data to Estimate All-cause Mortality during COVID in India," NBER Working Papers 29192, National Bureau of Economic Research, Inc.
    25. French, Eric & Taber, Christopher, 2011. "Identification of Models of the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 6, pages 537-617, Elsevier.
    26. Angus Deaton, 2021. "COVID-19 and Global Income Inequality," NBER Working Papers 28392, National Bureau of Economic Research, Inc.
    27. Somanchi, Anmol, 2021. "Missing the Poor, Big Time: A Critical Assessment of the Consumer Pyramids Household Survey," SocArXiv qmce9, Center for Open Science.
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    Cited by:

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    2. Sugata Marjit & Gouranga Gopal Das, 2022. "Immunity-Driven Comparative Advantage and Its Palliative Effect on Social Health and Inequality - A Theoretical Perspective," CESifo Working Paper Series 9569, CESifo.
    3. Chanda, Areendam & Cook, C. Justin, 2022. "Was India’s demonetization redistributive? Insights from satellites and surveys," Journal of Macroeconomics, Elsevier, vol. 73(C).
    4. Mrinalini Jha & Amit Basole, 2023. "Labour Incomes in India: A Comparison of Two National Household Surveys," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 66(1), pages 181-201, March.
    5. Hevia, Constantino & Macera, Manuel & Neumeyer, Pablo Andrés, 2022. "Covid-19 in unequal societies," Journal of Economic Dynamics and Control, Elsevier, vol. 140(C).
    6. Archana Dang & Mausumi Das & Indrani Gupta, 2023. "COVID-19 And The Unequal Distribution Of Poverty Risks: Evidence From Urban India," IEG Working Papers 458, Institute of Economic Growth.

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    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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