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Datt-Ravallion Decomposition×Shapley Decomposition of Inequality×
Lĩnh vựcKinh tế họcKinh tế học
HọProcess / pipelineProcess / pipeline
Năm ra đời19922013
Người khởi xướngGaurav Datt & Martin RavallionAnthony Shorrocks (working paper 1999; published 2013)
LoạiPoverty-change decompositionAxiomatic decomposition procedure
Công trình gốcDatt, G., & Ravallion, M. (1992). Growth and redistribution components of changes in poverty measures: a decomposition with applications to Brazil and India in the 1980s. Journal of Development Economics, 38(2), 275–295. DOI ↗Shorrocks, A. F. (2013). Decomposition procedures for distributional analysis: a unified framework based on the Shapley value. Journal of Economic Inequality, 11(1), 99–126. DOI ↗
Tên gọi khácGrowth-Redistribution Decomposition, Datt-Ravallion Method, Growth and Redistribution Components, Poverty Change DecompositionShapley Decomposition, Shorrocks Shapley Decomposition, Factor Decomposition of Inequality, Shapley Value Distributional Decomposition
Liên quan34
Tóm tắtThe Datt-Ravallion decomposition, introduced by Gaurav Datt and Martin Ravallion in 1992, separates the observed change in a poverty measure between two dates into a growth component — the change attributable to a shift in mean income holding the relative distribution fixed — and a redistribution component — the change attributable to a shift in the Lorenz curve holding mean income fixed. A residual captures the interaction between the two. It became the standard way to ask whether falling poverty was driven by rising average incomes or by changes in inequality, and underlies the empirical literature on pro-poor growth.The Shapley decomposition, formalized for distributional analysis by Anthony Shorrocks (in a widely circulated 1999 working paper, published in 2013), is a general procedure for attributing an inequality or poverty statistic to its contributing factors — income sources, population subgroups, or determinants. It borrows the Shapley value from cooperative game theory: each factor's contribution is its average marginal effect on the indicator across all possible orders in which factors could be eliminated. The result is an exact, symmetric, residual-free decomposition that applies to any indicator, even those (like the Gini) that have no natural analytic decomposition of their own.
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ScholarGateSo sánh phương pháp: Datt-Ravallion Decomposition · Shapley Decomposition of Inequality. Truy cập ngày 2026-06-25 từ https://scholargate.app/vi/compare