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Process / pipelineHealth-economics inequality measurement

Concentration Index

The concentration index is the standard summary measure of socioeconomic inequality in health: it quantifies the degree to which a health outcome - illness, mortality, malnutrition, or healthcare use - is disproportionately concentrated among the poor or the rich. It is built from the concentration curve, which plots the cumulative share of health against the cumulative share of the population ranked from poorest to richest, and the index is simply twice the area between that curve and the line of perfect equality. Wagstaff, Paci, and van Doorslaer's 1991 critique of inequality measures argued that, unlike the simple range or the Gini, the concentration index properly reflects the socioeconomic dimension of health inequality and the experience of the whole distribution. Kakwani, Wagstaff, and van Doorslaer's 1997 paper then supplied a computational formula, a convenient regression estimator, and the asymptotic variance needed for statistical inference. The index ranges from minus one to plus one, with zero meaning no socioeconomic gradient, a negative value meaning ill health concentrates among the poor, and a positive value the reverse. It has become the lingua franca of health-equity monitoring at agencies like the World Bank and WHO.

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来源

  1. Wagstaff, A., Paci, P., & van Doorslaer, E. (1991). On the measurement of inequalities in health. Social Science & Medicine, 33(5), 545-557. DOI: 10.1016/0277-9536(91)90212-U
  2. Kakwani, N., Wagstaff, A., & van Doorslaer, E. (1997). Socioeconomic inequalities in health: Measurement, computation, and statistical inference. Journal of Econometrics, 77(1), 87-103. DOI: 10.1016/S0304-4076(96)01807-6

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ScholarGate. (2026, June 23). Concentration Index of Socioeconomic Health Inequality. ScholarGate. https://scholargate.app/zh/social-epidemiology/concentration-index

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ScholarGateConcentration Index (Concentration Index of Socioeconomic Health Inequality). 于 2026-06-24 检索自 https://scholargate.app/zh/social-epidemiology/concentration-index · 数据集: https://doi.org/10.5281/zenodo.20539026