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Mind the Gap

Author

Listed:
  • Prydz, Espen Beer
  • Jolliffe, Dean
  • Serajuddin, Umar

Abstract

Estimates of average per capita consumption and income from national accounts differ substantially from corresponding measures of consumption and income from household surveys. Using a new compilation of more than 2,000 household surveys matched to national accounts data, we find that the gaps between the data sources are larger and more robust than previously established. Means of household consumption estimated from surveys are, on average, 20 percent lower than corresponding means from national accounts. The gap with GDP per capita is nearly 50 percent. The gaps have increased in recent decades and are largest in middle-income countries, where annualized growth rates for consumption surveys are systematically lower than national accounts growth rates. We show that the gaps in measures across these two sources have implications for assessments of economic growth, poverty, and inequality. We find that typical survey measures of consumption and income may exaggerate poverty reduction and underestimate inequality.

Suggested Citation

  • Prydz, Espen Beer & Jolliffe, Dean & Serajuddin, Umar, 2021. "Mind the Gap," GLO Discussion Paper Series 944, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:944
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    1. John Gibson & Kathleen Beegle & Joachim De Weerdt & Jed Friedman, 2015. "What does Variation in Survey Design Reveal about the Nature of Measurement Errors in Household Consumption?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(3), pages 466-474, June.
    2. Francisco H. G. Ferreira & Shaohua Chen & Andrew Dabalen & Yuri Dikhanov & Nada Hamadeh & Dean Jolliffe & Ambar Narayan & Espen Beer Prydz & Ana Revenga & Prem Sangraula & Umar Serajuddin & Nobuo Yosh, 2016. "A global count of the extreme poor in 2012: data issues, methodology and initial results," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(2), pages 141-172, June.
    3. Joachim Winter, 2004. "Response bias in survey-based measures of household consumption," Economics Bulletin, AccessEcon, vol. 3(9), pages 1-12.
    4. 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.
    5. Anthony Atkinson & Thomas Piketty, 2007. "Top incomes over the twentieth century: A contrast between continental european and english-speaking countries," Post-Print halshs-00754859, HAL.
    6. Aziz Atamanov & R. Andres Castaneda Aguilar & Carolina Diaz-Bonilla & Dean Jolliffe & Christoph Lakner & Daniel Gerszon Mahler & Jose Montes & Laura Liliana Moreno Herrera & David Newhouse & Minh C. N, 2019. "September 2019 PovcalNet Update," World Bank Publications - Reports 32478, The World Bank Group.
    7. Michael Artis & Massimiliano Marcellino, 2001. "Fiscal forecasting: The track record of the IMF, OECD and EC," Econometrics Journal, Royal Economic Society, vol. 4(1), pages 20-36.
    8. Brian Nolan & Max Roser & Stefan Thewissen, 2019. "GDP Per Capita Versus Median Household Income: What Gives Rise to the Divergence Over Time and how does this Vary Across OECD Countries?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(3), pages 465-494, September.
    9. Aziz Atamanov & R. Andres Castaneda Aguilar & Carolina Diaz-Bonilla & Dean M. Jolliffe & Christoph Lakner & Daniel Gerszon Mahler & Jose Montes & Laura Liliana Moreno Herrera & David Locke Newhouse & , 2019. "September 2019 PovcalNet Update: What's New," Global Poverty Monitoring Technical Note Series 10, The World Bank.
    10. Christoph Lakner & Branko Milanovic, 2016. "Global Income Distribution: From the Fall of the Berlin Wall to the Great Recession," The World Bank Economic Review, World Bank, vol. 30(2), pages 203-232.
    11. Sudhir Anand & Paul Segal, 2008. "What Do We Know about Global Income Inequality?," Journal of Economic Literature, American Economic Association, vol. 46(1), pages 57-94, March.
    12. Atkinson, A. B. & Piketty, Thomas (ed.), 2007. "Top Incomes Over the Twentieth Century: A Contrast Between Continental European and English-Speaking Countries," OUP Catalogue, Oxford University Press, number 9780199286881.
    13. Aruoba, S. Borağan & Diebold, Francis X. & Nalewaik, Jeremy & Schorfheide, Frank & Song, Dongho, 2016. "Improving GDP measurement: A measurement-error perspective," Journal of Econometrics, Elsevier, vol. 191(2), pages 384-397.
    14. Noam Angrist & Pinelopi Koujianou Goldberg & Dean Jolliffe, 2021. "Why Is Growth in Developing Countries So Hard to Measure?," Journal of Economic Perspectives, American Economic Association, vol. 35(3), pages 215-242, Summer.
    15. Dean Jolliffe & Espen Beer Prydz, 2016. "Estimating international poverty lines from comparable national thresholds," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 14(2), pages 185-198, June.
    16. Farfán, Gabriela & Genoni, María Eugenia & Vakis, Renos, 2017. "You are what (and where) you eat: Capturing food away from home in welfare measures," Food Policy, Elsevier, vol. 72(C), pages 146-156.
    17. Sreenivasan Subramanian & D. Jayaraj, 2015. "Growth and Inequality in the Distribution of India's Consumption Expenditure: 1983 to 2009-10," WIDER Working Paper Series wp-2015-025, World Institute for Development Economic Research (UNU-WIDER).
    18. Anton Korinek & Johan Mistiaen & Martin Ravallion, 2006. "Survey nonresponse and the distribution of income," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 33-55, April.
    19. Engle-Stone, Reina & Sununtnasuk, Celeste & Fiedler, John L., 2017. "Investigating the significance of the data collection period of household consumption and expenditures surveys for food and nutrition policymaking: Analysis of the 2010 Bangladesh household income and," Food Policy, Elsevier, vol. 72(C), pages 72-80.
    20. Palma, J.G., 2011. "Homogeneous middles vs. heterogeneous tails, and the end of the ‘Inverted-U’: the share of the rich is what it's all about," Cambridge Working Papers in Economics 1111, Faculty of Economics, University of Cambridge.
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    More about this item

    Keywords

    National Accounts Systems; Household Income and Expenditure Surveys; Poverty; Inequality;
    All these keywords.

    JEL classification:

    • I3 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • F01 - International Economics - - General - - - Global Outlook

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