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What do we really know about inequality?

Author

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  • Makram El-Shagi

    (Center for Financial Development and Stability at Henan University, and School of Economics at Henan University, Kaifeng, Henan
    Center for Financial Development and Stability at Henan University, and School of Economics at Henan University, Kaifeng, Henan)

Abstract

This paper documents systematic and economically meaningful differences across the two most widely used cross-country inequality databases, SWIID and WID. Using the full set of overlapping country-year observations since 1980, we show that agreement between the databases is limited not only in levels but, more importantly, in within-country dynamics. For market-income inequality in particular, correlations decline sharply over time and are close to zero in recent decades. We further demonstrate that established empirical findings are highly sensitive to the choice of inequality data. The divergence between databases cannot be reduced to simple definitional differences such as population coverage or equivalization. Taken together, our results imply that database choice is not a second-order technical detail but a central determinant of empirical conclusions in the inequality literature.

Suggested Citation

  • Makram El-Shagi, 2026. "What do we really know about inequality?," CFDS Discussion Paper Series 2026/3, Center for Financial Development and Stability at Henan University, Kaifeng, Henan, China.
  • Handle: RePEc:fds:dpaper:202603
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    Keywords

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    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C82 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Macroeconomic Data; Data Access
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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