IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v172y2025ics0304387824001354.html
   My bibliography  Save this article

Estimating poverty for India after 2011 using private-sector survey data

Author

Listed:
  • Sinha Roy, Sutirtha
  • van der Weide, Roy

Abstract

The last expenditure survey released by India’s National Sample Survey organization dates back to 2011, which underpins the last official estimates of poverty and inequality. This paper adopts a new approach to estimate India’s poverty and inequality trajectory since 2011 using a newly available household panel survey conducted by the private sector. The results suggest that (1) extreme poverty is estimated to be lower in 2019 than in 2011, with greater poverty reductions likely in rural areas, and (2) coinciding with the demonetization event, urban poverty likely rose in 2016. The results should not be interpreted as definite proof. While the estimated trends in poverty sit well with a range of corroborative evidence, significant uncertainty remains stemming from sampling and non-sampling errors associated with the private-sector survey.

Suggested Citation

  • Sinha Roy, Sutirtha & van der Weide, Roy, 2025. "Estimating poverty for India after 2011 using private-sector survey data," Journal of Development Economics, Elsevier, vol. 172(C).
  • Handle: RePEc:eee:deveco:v:172:y:2025:i:c:s0304387824001354
    DOI: 10.1016/j.jdeveco.2024.103386
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387824001354
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jdeveco.2024.103386?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Sinha Roy, Sutirtha & Van der Weide, Roy, 2022. "Poverty in India Has Declined over the Last Decade But Not As Much As Previously Thought," Policy Research Working Paper Series 9994, The World Bank.
    2. Edochie, Ifeanyi Nzegwu, Freije-Rodriguez, Samuel, Lakner, Christoph, Moreno Herrera, Laura Liliana, Newhouse, David Locke, Roy, Sutirtha Sinha, Yonzan, Nishant, 2022. "What Do We Know about Poverty in India in 2017/18 ?," Policy Research Working Paper Series 9931, The World Bank.
    3. Datt, Gaurav & Ravallion, Martin, 1994. "Transfer Benefits from Public-Works Employment: Evidence for Rural India," Economic Journal, Royal Economic Society, vol. 104(427), pages 1346-1369, November.
    4. Gaurav Datt & Martin Ravallion & Rinku Murgai, 2016. "Growth, Urbanization and Poverty Reduction in India," Monash Economics Working Papers 09-16, Monash University, Department of Economics.
    5. Peter Lanjouw & Rinku Murgai, 2009. "Poverty decline, agricultural wages, and nonfarm employment in rural India: 1983–2004," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 243-263, March.
    6. Roy, Preeti & Ahmad, Wasim & Sadorsky, Perry & Phani, B.V., 2022. "What do we know about the idiosyncratic risk of clean energy equities?," Energy Economics, Elsevier, vol. 112(C).
    7. Deshpande, Ashwini, 2020. "The COVID-19 Pandemic and Gendered Division of Paid and Unpaid Work: Evidence from India," IZA Discussion Papers 13815, Institute of Labor Economics (IZA).
    8. Gaurav Datt & Martin Ravallion, 2011. "Has India's Economic Growth Become More Pro-Poor in the Wake of Economic Reforms?," The World Bank Economic Review, World Bank, vol. 25(2), pages 157-189, February.
    9. 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.
    10. Peter Lanjouw & Rinku Murgai & Nicholas Stern, 2013. "Nonfarm diversification, poverty, economic mobility, and income inequality: a case study in village India," Agricultural Economics, International Association of Agricultural Economists, vol. 44(4-5), pages 461-473, July.
    11. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    12. Tarozzi, Alessandro, 2007. "Calculating Comparable Statistics From Incomparable Surveys, With an Application to Poverty in India," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 314-336, July.
    13. Angus Deaton, 2005. "ERRATUM: Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 395-395, May.
    14. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    15. Christoph Lakner & Daniel Gerszon Mahler & Mario Negre & Espen Beer Prydz, 2022. "How much does reducing inequality matter for global poverty?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(3), pages 559-585, September.
    16. Lanjouw, Peter & Ravallion, Martin, 1995. "Poverty and Household Size," Economic Journal, Royal Economic Society, vol. 105(433), pages 1415-1434, November.
    17. 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.
    18. Angus Deaton, 2003. "Regional poverty estimates for India, 1999-2000," Working Papers 177, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    19. Beegle, Kathleen & De Weerdt, Joachim & Friedman, Jed & Gibson, John, 2012. "Methods of household consumption measurement through surveys: Experimental results from Tanzania," Journal of Development Economics, Elsevier, vol. 98(1), pages 3-18.
    20. Jesse Tack & David Ubilava, 2013. "The effect of El Niño Southern Oscillation on U.S. corn production and downside risk," Climatic Change, Springer, vol. 121(4), pages 689-700, December.
    21. Isabella S. Smythe & Joshua E. Blumenstock, 2022. "Geographic microtargeting of social assistance with high-resolution poverty maps," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 119(32), pages 2120025119-, August.
    22. Angus Deaton & Olivier Dupriez, 2011. "Purchasing Power Parity Exchange Rates for the Global Poor," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 137-166, April.
    23. Deaton, Angus, 1988. "Quality, Quantity, and Spatial Variation of Price," American Economic Review, American Economic Association, vol. 78(3), pages 418-430, June.
    24. Abhijit V. Banerjee & Rukmini Banerji & Esther Duflo & Rachel Glennerster & Stuti Khemani, 2010. "Pitfalls of Participatory Programs: Evidence from a Randomized Evaluation in Education in India," American Economic Journal: Economic Policy, American Economic Association, vol. 2(1), pages 1-30, February.
    25. Castelló-Climent, Amparo & Mukhopadhyay, Abhiroop, 2013. "Mass education or a minority well educated elite in the process of growth: The case of India," Journal of Development Economics, Elsevier, vol. 105(C), pages 303-320.
    26. Kijima, Yoko, 2006. "Why did wage inequality increase? Evidence from urban India 1983-99," Journal of Development Economics, Elsevier, vol. 81(1), pages 97-117, October.
    27. Mohamed Douidich & Abdeljaouad Ezzrari & Roy Van der Weide & Paolo Verme, 2016. "Estimating Quarterly Poverty Rates Using Labor Force Surveys: A Primer," The World Bank Economic Review, World Bank, vol. 30(3), pages 475-500.
    28. Mahesh Vyas, 2020. "Impact of Lockdown on Labour in India," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(1), pages 73-77, October.
    29. Nicolas Gravel & Abhiroop Mukhopadhyay, 2010. "Is India better off today than 15 years ago? A robust multidimensional answer," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(2), pages 173-195, June.
    30. 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.
    31. Maxim Pinkovskiy & Xavier Sala-i-Martin, 2016. "Lights, Camera … Income! Illuminating the National Accounts-Household Surveys Debate," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 579-631.
    32. Samuel Kofi Tetteh Baah & Aziz Atamanov & Judy Yang & Christoph Lakner & Daniel Gerszon Mahler, 2020. "The Effect of New PPP Estimates on Global Poverty," World Bank Publications - Reports 33816, The World Bank Group.
    33. Hanan G. Jacoby & Basab Dasgupta, 2018. "Changing wage structure in India in the post-reform era: 1993–2011," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-26, December.
    34. Michael Gideon & Brooke Helppie-McFall & Joanne W. Hsu, 2017. "Heaping at Round Numbers on Financial Questions : The Role of Satisficing," Finance and Economics Discussion Series 2017-006, Board of Governors of the Federal Reserve System (U.S.).
    35. Newhouse,David Locke & Vyas,Pallavi, 2019. "Estimating Poverty in India without Expenditure Data : A Survey-to-Survey Imputation Approach," Policy Research Working Paper Series 8878, The World Bank.
    36. Thomas Piketty & Nancy Qian, 2009. "Income Inequality and Progressive Income Taxation in China and India, 1986-2015," American Economic Journal: Applied Economics, American Economic Association, vol. 1(2), pages 53-63, April.
    37. Richard Startz, 2020. "The next hundred years of growth and convergence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(1), pages 99-113, January.
    38. Beyer, Robert C.M. & Franco-Bedoya, Sebastian & Galdo, Virgilio, 2021. "Examining the economic impact of COVID-19 in India through daily electricity consumption and nighttime light intensity," World Development, Elsevier, vol. 140(C).
    39. Isabella S. Smythe & Joshua E. Blumenstock, 2022. "Geographic microtargeting of social assistance with high-resolution poverty maps," Decision Analysis, INFORMS, vol. 119(32), pages 2120025119-, August.
    40. Amparo Castelló‐Climent & Latika Chaudhary & Abhiroop Mukhopadhyay, 2018. "Higher Education and Prosperity: From Catholic Missionaries to Luminosity in India," Economic Journal, Royal Economic Society, vol. 128(616), pages 3039-3075, December.
    41. Chen, Shaohua & Ravallion, Martin, 2007. "Absolute poverty measures for the developing world, 1981-2004," Policy Research Working Paper Series 4211, The World Bank.
    42. William Easterly, 2006. "Reliving the 1950s: the big push, poverty traps, and takeoffs in economic development," Journal of Economic Growth, Springer, vol. 11(4), pages 289-318, December.
    43. Angus Deaton & Jean Dreze, 2002. "Poverty and Inequality in India: A Re-Examination," Working Papers 184, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    44. Clément Imbert & John Papp, 2015. "Labor Market Effects of Social Programs: Evidence from India's Employment Guarantee," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 233-263, April.
    45. repec:osf:socarx:qmce9_v1 is not listed on IDEAS
    46. Himanshu, 2019. "Inequality in India: A review of levels and trends," WIDER Working Paper Series wp-2019-42, World Institute for Development Economic Research (UNU-WIDER).
    47. Daniel Gerszon Mahler & R Andrés Castañeda Aguilar & David Newhouse, 2022. "Nowcasting Global Poverty [Why Is Growth in Developing Countries So Hard to Measure?]," The World Bank Economic Review, World Bank, vol. 36(4), pages 835-856.
    48. Jenkins, Stephen P & Cowell, Frank A, 1994. "Parametric Equivalence Scales and Scale Relativities," Economic Journal, Royal Economic Society, vol. 104(425), pages 891-900, July.
    49. Drèze, Jean & Khera, Reetika, 2017. "Recent Social Security Initiatives in India," World Development, Elsevier, vol. 98(C), pages 555-572.
    50. Shaohua Chen & Martin Ravallion, 2010. "The Developing World is Poorer than We Thought, But No Less Successful in the Fight Against Poverty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1577-1625.
    51. Arpit Gupta & Anup Malani & Bartosz Woda, 2021. "Inequality in India Declined During COVID," NBER Working Papers 29597, National Bureau of Economic Research, Inc.
    52. Nino Buliskeria & Jaromir Baxa, 2022. "Do rural banks matter that much? Burgess and Pande (2005) reconsidered," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(6), pages 1266-1274, September.
    53. Elbers, Chris & van der Weide, Roy, 2014. "Estimation of normal mixtures in a nested error model with an application to small area estimation of poverty and inequality," Policy Research Working Paper Series 6962, The World Bank.
    54. Shrayana Bhattacharya & Sutirtha Sinha Roy, 2021. "Intent to Implementation," World Bank Publications - Reports 35746, The World Bank Group.
    55. Somanchi, Anmol, 2021. "Missing the Poor, Big Time: A Critical Assessment of the Consumer Pyramids Household Survey," SocArXiv qmce9, Center for Open Science.
    56. Aziz Atamanov & Christoph Lakner & Daniel Gerszon Mahler & Samuel Kofi Tetteh Baah & Judy Yang, 2020. "The Effect of New PPP Estimates on Global Poverty: A First Look," Global Poverty Monitoring Technical Note Series 12, The World Bank.
    57. repec:pri:rpdevs:deaton_dreze_poverty_india is not listed on IDEAS
    58. Stanislav Kolenikov, 2014. "Calibrating survey data using iterative proportional fitting (raking)," Stata Journal, StataCorp LLC, vol. 14(1), pages 22-59, March.
    59. Ravallion, Martin & Datt, Gaurav, 2002. "Why has economic growth been more pro-poor in some states of India than others?," Journal of Development Economics, Elsevier, vol. 68(2), pages 381-400, August.
    60. Angus Deaton & Valerie Kozel, 2005. "Data and Dogma: The Great Indian Poverty Debate," The World Bank Research Observer, World Bank, vol. 20(2), pages 177-199.
    61. John Gibson & Bonggeun Kim, 2007. "Measurement Error in Recall Surveys and the Relationship between Household Size and Food Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 473-489.
    62. Datt, Gaurav & Ravallion, Martin, 1992. "Growth and redistribution components of changes in poverty measures : A decomposition with applications to Brazil and India in the 1980s," Journal of Development Economics, Elsevier, vol. 38(2), pages 275-295, April.
    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. Daniel Gerszon Mahler & Marta Schoch & Christoph Lakner & Minh Nguyen Nguyet Do, 2025. "Predicting Income Distributions from Almost Nothing," Policy Research Working Paper Series 11034, The World Bank.
    2. Elbers,Chris & Roy Van der Weide, 2025. "Non-Normal Empirical Bayes Prediction of Local Welfare," Policy Research Working Paper Series 11107, The World Bank.

    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. Sinha Roy, Sutirtha & Van der Weide, Roy, 2022. "Poverty in India Has Declined over the Last Decade But Not As Much As Previously Thought," Policy Research Working Paper Series 9994, The World Bank.
    2. Tarlok Singh, 2022. "Economic growth and the state of poverty in India: sectoral and provincial perspectives," Economic Change and Restructuring, Springer, vol. 55(3), pages 1251-1302, August.
    3. Hai-Anh H. Dang & Peter F. Lanjouw, 2018. "Poverty Dynamics in India between 2004 and 2012: Insights from Longitudinal Analysis Using Synthetic Panel Data," Economic Development and Cultural Change, University of Chicago Press, vol. 67(1), pages 131-170.
    4. Espen Beer Prydz & Dean Jolliffe & Umar Serajuddin, 2022. "Disparities in Assessments of Living Standards Using National Accounts and Household Surveys," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(S2), pages 385-420, December.
    5. Facundo Alvaredo & Leonardo Gasparini, 2013. "Recent Trends in Inequality and Poverty in Developing Countries," CEDLAS, Working Papers 0151, CEDLAS, Universidad Nacional de La Plata.
    6. Tavares, Fernando Flores & Carraro, Alessandro, 2025. "COVID-19 and the changing profiles of poverty in India: A fuzzy set analysis and imputation approach using PLFS data," Socio-Economic Planning Sciences, Elsevier, vol. 98(C).
    7. Gaurav Datt & Martin Ravallion & Rinku Murgai, 2020. "Poverty and Growth in India over Six Decades," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(1), pages 4-27, January.
    8. Dollar, David & Kleineberg, Tatjana & Kraay, Aart, 2016. "Growth still is good for the poor," European Economic Review, Elsevier, vol. 81(C), pages 68-85.
    9. Hai-Anh H. Dang & Peter F. Lanjouw & Umar Serajuddin, 2017. "Updating poverty estimates in the absence of regular and comparable consumption data: methods and illustration with reference to a middle-income country," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 939-962.
    10. F. Clementi & A. L. Dabalen & V. Molini & F. Schettino, 2017. "When the Centre Cannot Hold: Patterns of Polarization in Nigeria," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 608-632, December.
    11. Chanda, Areendam & Cook, C. Justin, 2022. "Was India’s demonetization redistributive? Insights from satellites and surveys," Journal of Macroeconomics, Elsevier, vol. 73(C).
    12. Klonner, Stefan & Oldiges , Christian, 2014. "Safety Net for India's Poor or Waste of Public Funds? Poverty and Welfare in the Wake of the World's Largest Job Guarantee Program," Working Papers 0564, University of Heidelberg, Department of Economics.
    13. Aradhna Aggarwal & Nagesh Kumar, 2012. "Structural Change, Industrialization and Poverty Reduction: The Case of India," Development Papers 1206, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP) South and South-West Asia Office.
    14. Sushanta K. Mallick, 2014. "Disentangling the Poverty Effects of Sectoral Output, Prices, and Policies in India," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 773-801, December.
    15. Shantanu Khanna & Deepti Goel & René Morissette, 2016. "Decomposition analysis of earnings inequality in rural India: 2004–2012," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-26, December.
    16. Hai‐Anh H. Dang & Talip Kilic & Kseniya Abanokova & Calogero Carletto, 2025. "Poverty Imputation in Contexts Without Consumption Data: A Revisit With Further Refinements," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 71(1), February.
    17. Hai-Anh H. Dang & Peter F. Lanjouw, 2023. "Regression-based imputation for poverty measurement in data-scarce settings," Chapters, in: Jacques Silber (ed.), Research Handbook on Measuring Poverty and Deprivation, chapter 13, pages 141-150, Edward Elgar Publishing.
    18. Ibrahima Sarr & Hai-Anh H. Dang & Carlos Santiago Guzman Gutierrez & Theresa Beltramo & Paolo Verme, 2025. "Using Cross-Survey Imputation to Estimate Poverty for Venezuelan Refugees in Colombia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 177(1), pages 207-251, March.
    19. Ravallion, Martin, 2009. "Are There Lessons for Africa from China's Success Against Poverty?," World Development, Elsevier, vol. 37(2), pages 303-313, February.
    20. Martin Ravallion, 2013. "The Idea of Antipoverty Policy," NBER Working Papers 19210, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    ;
    ;
    ;

    JEL classification:

    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty

    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:eee:deveco:v:172:y:2025:i:c:s0304387824001354. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    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.