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Top Incomes and the Measurement of Inequality in Egypt

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  • Vladimir Hlasny
  • Paolo Verme

    (The World Bank)

Abstract

In the aftermath of the global financial crisis, people’s awareness of income inequality has increased across the globe and this is sometimes at odds with income inequality measured with household surveys. This paradox is the most evident in Egypt, a country that experienced a revolution in 2011 partly motivated by calls for social justice and where income inequality measured by household surveys was low and declining during the decade that led to the revolution. A possible culprit of this anomaly is the poor measurement of top incomes. This paper exploits unprecedented access to household data and a combination of newly developed statistical methods designed to correct for top incomes biases to re-evaluate income inequality in Egypt. The paper finds a consistent and significant underestimation of the Gini inequality measure due to unit non-responses. The degree of underestimation is estimated at around 1.3 percentage points (confidence interval 1-2 percentage points), a finding robust to the different top incomes correction approaches proposed and to the use of income or expenditure measures. The Egyptian data follow rather closely the Pareto distribution and inequality corrected for top incomes biases remains low by regional and world standards.

Suggested Citation

  • Vladimir Hlasny & Paolo Verme, 2014. "Top Incomes and the Measurement of Inequality in Egypt," Working Papers 874, Economic Research Forum, revised Nov 2014.
  • Handle: RePEc:erg:wpaper:874
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    References listed on IDEAS

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    1. Angus Deaton, 2005. "Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 1-19, February.
    2. 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.
    3. 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.
    4. Cowell, Frank A & Victoria-Feser, Maria-Pia, 1996. "Robustness Properties of Inequality Measures," Econometrica, Econometric Society, vol. 64(1), pages 77-101, January.
    5. Mistiaen, Johan A. & Ravallion, Martin, 2003. "Survey compliance and the distribution of income," Policy Research Working Paper Series 2956, The World Bank.
    6. Davidson, Russell & Flachaire, Emmanuel, 2007. "Asymptotic and bootstrap inference for inequality and poverty measures," Journal of Econometrics, Elsevier, vol. 141(1), pages 141-166, November.
    7. 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.
    8. Korinek, Anton & Mistiaen, Johan A. & Ravallion, Martin, 2007. "An econometric method of correcting for unit nonresponse bias in surveys," Journal of Econometrics, Elsevier, vol. 136(1), pages 213-235, January.
    9. F. Thomas Juster & Kathleen A. Kuester, 1991. "Differences In The Measurement Of Wealth, Wealth Inequality And Wealth Composition Obtained From Alternative U.S. Wealth Surveys," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 37(1), pages 33-62, March.
    10. Cowell, Frank A. & Victoria-Feser, Maria-Pia, 1996. "Poverty measurement with contaminated data: A robust approach," European Economic Review, Elsevier, vol. 40(9), pages 1761-1771, December.
    11. Frank A. Cowell, 2008. "Income Distribution and Inequality," Chapters, in: John B. Davis & Wilfred Dolfsma (ed.), The Elgar Companion to Social Economics, chapter 13, Edward Elgar Publishing.
    12. Facundo Alvaredo & Thomas Piketty, 2014. "Measuring Top Incomes and lnequality in the Middle East: Data Limitations and Illustration with the Case of Egypt," Working Papers 832, Economic Research Forum, revised May 2014.
    13. 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.
    14. Dean Jolliffe & Gaurav Datt & Manohar Sharma, 2004. "Robust Poverty and Inequality Measurement in Egypt: Correcting for Spatial‐price Variation and Sample Design Effects," Review of Development Economics, Wiley Blackwell, vol. 8(4), pages 557-572, November.
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    More about this item

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • N35 - Economic History - - Labor and Consumers, Demography, Education, Health, Welfare, Income, Wealth, Religion, and Philanthropy - - - Asia including Middle East

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