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Measuring the Distribution of Household Income, Consumption and Wealth: State of Play and Measurement Challenges

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  • Nora Lustig

    (Department of Economics, Tulane University)

Abstract

This paper focuses on the data challenges encountered while measuring vertical economic inequality, i.e. inequality of income and consumption, and-whenever feasible-wealth, among households or individuals ranked by the level of their economic resources. The paper presents a critical assessment of international databases on inequality. Among the worrisome facts is that international databases not only show different levels of inequality but, for some countries (especially in Sub-Saharan Africa), diverging trends also. A key factor behind the limitations of existing databases is the quality of the underlying household surveys (microdata) used as inputs for their construction. Among the salient challenges is that household surveys suffer from undercoverage and underreporting of top incomes, i.e. the "missing rich". Missing the rich introduces a bias in the measured inequality indicators, a bias that could go in either direction. Another limitation in existing inequality indicators is that the typical welfare metrics are disposable income and/or consumption expenditures; these, however, take into account only part of the effect that taxes and transfers have on people's economic well-being. The paper suggests that a more comprehensive assessment needs to use an income variable that includes social transfers in-kind (especially education and health), and adds the effect of consumption taxes and subsidies as well.

Suggested Citation

  • Nora Lustig, 2018. "Measuring the Distribution of Household Income, Consumption and Wealth: State of Play and Measurement Challenges," Working Papers 1801, Tulane University, Department of Economics.
  • Handle: RePEc:tul:wpaper:1801
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    1. Alvaredo, Facundo & Atkinson, Anthony B. & Morelli, Salvatore, 2018. "Top wealth shares in the UK over more than a century," Journal of Public Economics, Elsevier, vol. 162(C), pages 26-47.
    2. Marisa Bucheli & Nora Lustig & Máximo Rossi & Florencia Amábile, 2012. "Social Spending, Taxes and Income Redistribution in Uruguay," Documentos de Trabajo (working papers) 1212, Department of Economics - dECON.
    3. Francisco G. Ferreira & Nora Lustig & Daniel Teles, 2015. "Appraising cross-national income inequality databases: An introduction," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 497-526, December.
    4. Leonardo Gasparini & Leopoldo Tornarolli, 2015. "A review of the OECD Income Distribution Database," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 579-602, December.
    5. François Bourguignon, 2015. "The Globalization of Inequality," Economics Books, Princeton University Press, edition 1, number 10433.
    6. Thomas F. Crossley & Cormac O'Dea & Facundo Alvaredo & Anthony B. Atkinson & Salvatore Morelli, 2016. "The Challenge of Measuring UK Wealth Inequality in the 2000s," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 13-33, March.
    7. Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2016. "Appendix to "Distributional National Accounts: Methods and Estimates for the United States"," Working Papers 201604, World Inequality Lab.
    8. Anthony B. Atkinson & Thomas Piketty & Emmanuel Saez, 2011. "Top Incomes in the Long Run of History," Journal of Economic Literature, American Economic Association, vol. 49(1), pages 3-71, March.
    9. Filip Novokmet & Thomas Piketty & Gabriel Zucman, 2018. "From Soviets to oligarchs: inequality and property in Russia 1905-2016," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 16(2), pages 189-223, June.
    10. 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.
    11. Filip Novokmet & Thomas Piketty & Gabriel Zucman, 2017. "Appendix to "From Soviets to Oligarchs: Inequality and Property in Russia, 1905-2016"," Working Papers halshs-02794397, HAL.
    12. Garbinti, Bertrand & Goupille-Lebret, Jonathan & Piketty, Thomas, 2018. "Income inequality in France, 1900–2014: Evidence from Distributional National Accounts (DINA)," Journal of Public Economics, Elsevier, vol. 162(C), pages 63-77.
    13. Aaberge, Rolf & Mogstad, Magne & Peragine, Vito, 2011. "Measuring long-term inequality of opportunity," Journal of Public Economics, Elsevier, vol. 95(3), pages 193-204.
    14. 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.
    15. Stephen P. Jenkins, 2017. "Pareto Models, Top Incomes and Recent Trends in UK Income Inequality," Economica, London School of Economics and Political Science, vol. 84(334), pages 261-289, April.
    16. Cowell, Frank A & Victoria-Feser, Maria-Pia, 1996. "Robustness Properties of Inequality Measures," Econometrica, Econometric Society, vol. 64(1), pages 77-101, January.
    17. Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2018. "Distributional National Accounts: Methods and Estimates for the United States," The Quarterly Journal of Economics, Oxford University Press, vol. 133(2), pages 553-609.
    18. Stephen Jenkins, 2015. "World income inequality databases: an assessment of WIID and SWIID," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 629-671, December.
    19. Arjun Jayadev & Rahul Lahoti & Sanjay G. Reddy, 2015. "Who got what, then and now? A Fifty Year Overview from the Global Consumption and Income Project," Courant Research Centre: Poverty, Equity and Growth - Discussion Papers 174, Courant Research Centre PEG.
    20. repec:ebl:ecbull:v:4:y:2003:i:22:p:1-10 is not listed on IDEAS
    21. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
    22. Raymundo M. Campos-Vazquez & Nora Lustig, 2017. "Labour income inequality in Mexico: Puzzles solved and unsolved," Working Papers 1719, Tulane University, Department of Economics.
    23. Thomas Blanchet & Juliette Fournier & Thomas Piketty, 2017. "Generalized Pareto Curves : Theory and Applications," Working Papers halshs-02658851, HAL.
    24. Atkinson, A B, 1997. "Bringing Income Distribution in from the Cold," Economic Journal, Royal Economic Society, vol. 107(441), pages 297-321, March.
    25. François Bourguignon & Christian Morrisson, 2002. "Inequality Among World Citizens: 1820-1992," American Economic Review, American Economic Association, vol. 92(4), pages 727-744, September.
    26. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2017. "Income Inequality in France, 1900-2014: Evidence from Distributional National Accounts," Working Papers halshs-02658875, HAL.
    27. Anthony Atkinson & Thomas Piketty, 2010. "Top Incomes : A Global Perspective," PSE-Ecole d'économie de Paris (Postprint) halshs-00754875, HAL.
    28. Joan Esteban & Debraj Ray, 2006. "Inequality, Lobbying, and Resource Allocation," American Economic Review, American Economic Association, vol. 96(1), pages 257-279, March.
    29. Stephen P. Jenkins & Richard V. Burkhauser & Shuaizhang Feng & Jeff Larrimore, 2011. "Measuring inequality using censored data: a multiple‐imputation approach to estimation and inference," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 63-81, January.
    30. Cowell, Frank A. & Flachaire, Emmanuel, 2007. "Income distribution and inequality measurement: The problem of extreme values," Journal of Econometrics, Elsevier, vol. 141(2), pages 1044-1072, December.
    31. Christoph Lakner & Branko Milanovic, 2016. "Global Income Distribution: From the Fall of the Berlin Wall to the Great Recession," World Bank Economic Review, World Bank Group, vol. 30(2), pages 203-232.
    32. Angus Deaton, 2015. "On tyrannical experts and expert tyrants," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 28(4), pages 407-412, December.
    33. Cabrera, Maynor & Lustig, Nora & Morán, Hilcías E., 2015. "Fiscal Policy, Inequality, and the Ethnic Divide in Guatemala," World Development, Elsevier, vol. 76(C), pages 263-279.
    34. Timothy Smeeding & Jonathan Latner, 2015. "PovcalNet, WDI and ‘All the Ginis’: a critical review," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 603-628, December.
    35. Frederick Solt, 2009. "Standardizing the World Income Inequality Database," LIS Working papers 496, LIS Cross-National Data Center in Luxembourg.
    36. Cowell, Frank A. & Flachaire, Emmanuel, 2007. "Income distribution and inequality measurement: The problem of extreme values," Journal of Econometrics, Elsevier, vol. 141(2), pages 1044-1072, December.
    37. 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.
    38. Atkinson, A. B. & Piketty, Thomas (ed.), 2010. "Top Incomes: A Global Perspective," OUP Catalogue, Oxford University Press, number 9780199286898.
    39. A.B. Atkinson & F. Bourguignon (ed.), 2000. "Handbook of Income Distribution," Handbook of Income Distribution, Elsevier, edition 1, volume 1, number 1, 00.
    40. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    41. J. A. Mirrlees, 1971. "An Exploration in the Theory of Optimum Income Taxation," Review of Economic Studies, Oxford University Press, vol. 38(2), pages 175-208.
    42. Era Dabla-Norris & Kalpana Kochhar & Nujin Suphaphiphat & Franto Ricka & Evridiki Tsounta, 2015. "Causes and Consequences of Income Inequality; A Global Perspective," IMF Staff Discussion Notes 15/13, International Monetary Fund.
    43. Michael Bleaney & Akira Nishiyama, 2003. "Convergence in income inequality: differences between advanced and developing countries," Economics Bulletin, AccessEcon, vol. 4(22), pages 1-10.
    44. Emmanuel Saez & Gabriel Zucman, 2016. "Editor's Choice Wealth Inequality in the United States since 1913: Evidence from Capitalized Income Tax Data," The Quarterly Journal of Economics, Oxford University Press, vol. 131(2), pages 519-578.
    45. Burkhauser, Richard V. & Feng, Shuaizhang & Larrimore, Jeff, 2010. "Improving imputations of top incomes in the public-use current population survey by using both cell-means and variances," Economics Letters, Elsevier, vol. 108(1), pages 69-72, July.
    46. Rolf Aaberge & Andrea Brandolini, 2014. "Multidimensional poverty and inequality," Discussion Papers 792, Statistics Norway, Research Department.
    47. Alvaredo, Facundo, 2011. "A note on the relationship between top income shares and the Gini coefficient," Economics Letters, Elsevier, vol. 110(3), pages 274-277, March.
    48. Frederick Solt, 2009. "Standardizing the World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 90(2), pages 231-242, June.
    49. Stefan Bach & Giacomo Corneo & Viktor Steiner, 2009. "From Bottom To Top: The Entire Income Distribution In Germany, 1992–2003," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(2), pages 303-330, June.
    50. Martin Ravallion, 2015. "The Luxembourg Income Study," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(4), pages 527-547, December.
    51. Andreas Alfons & Matthias Templ & Peter Filzmoser, 2013. "Robust estimation of economic indicators from survey samples based on Pareto tail modelling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 62(2), pages 271-286, March.
    52. 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.
    53. Sean Higgins & Claudiney Pereira, 2014. "The Effects of Brazil’s Taxation and Social Spending on the Distribution of Household Income," Public Finance Review, , vol. 42(3), pages 346-367, May.
    54. Nora Lustig & Daniel Teles, 2016. "Inequality convergence: How sensitive are results to the choice of data?," Working Papers 412, ECINEQ, Society for the Study of Economic Inequality.
    55. Andrea Brandolini & Anthony B. Atkinson, 2001. "Promise and Pitfalls in the Use of "Secondary" Data-Sets: Income Inequality in OECD Countries As a Case Study," Journal of Economic Literature, American Economic Association, vol. 39(3), pages 771-799, September.
    56. Atkinson, Anthony B., 2015. "Inequality: what can be done?," LSE Research Online Documents on Economics 101810, London School of Economics and Political Science, LSE Library.
    57. Alvaredo, Facundo & Atkinson, Anthony B. & Morelli, Salvatore, 2018. "Top wealth shares in the UK over more than a century," Journal of Public Economics, Elsevier, vol. 162(C), pages 26-47.
    58. 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.
    59. Raymundo M. Campos-Vazquez & Nora Lustig, 2017. "Labour income inequality in Mexico: Puzzles solved and unsolved," Working Papers 1719, Tulane University, Department of Economics.
    60. Maynor Cabrera, Nora Lustig, and Hilcías E. Morán, 2015. "Fiscal Policy, Inequality, and the Ethnic Divide in Guatemala - Working Paper 397," Working Papers 397, Center for Global Development.
    61. John Scott, 2014. "Redistributive Impact and Efficiency of Mexico’s Fiscal System," Public Finance Review, , vol. 42(3), pages 368-390, May.
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    Cited by:

    1. Raymundo M. Campos-Vázquez & Nora Lustig & John Scott, 2018. "Inequality in Mexico: Labour markets and fiscal redistribution 1989-2014," WIDER Working Paper Series wp-2018-188, World Institute for Development Economic Research (UNU-WIDER).
    2. Raymundo Campos-Vázquez & Nora Lustig & John Scott, 2018. "Inequality in Mexico: Labour markets and fiscal redistribution 1989–2014," WIDER Working Paper Series 188, World Institute for Development Economic Research (UNU-WIDER).

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    More about this item

    Keywords

    Inequality; international databases; household surveys; top incomes; economic well-being; taxes; cash and in-kind transfers;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • H41 - Public Economics - - Publicly Provided Goods - - - Public Goods

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