COMPOSITE INDICES: RANK ROBUSTNESS, STATISTICAL ASSOCIATION, AND REDUNDANCY

被引:60
作者
Foster, James E. [1 ,2 ]
McGillivray, Mark [2 ,3 ]
Seth, Suman [2 ]
机构
[1] George Washington Univ, Washington, DC 20052 USA
[2] Univ Oxford, Oxford Poverty & Human Dev Initiat OPHI, Dept Int Dev, Oxford, England
[3] Deakin Univ, Alfred Deakin Res Inst, Geelong, Vic 3217, Australia
关键词
Composite index; Human Development Index; Kendall's tau; Multidimensional index; Positive association; Prevalence function; Rank robustness; Redundancy;
D O I
10.1080/07474938.2012.690647
中图分类号
F [经济];
学科分类号
02 ;
摘要
This article evaluates the robustness of rankings obtained from composite indices that combine information from two or more components via a weighted sum. It examines the empirical prevalence of robust comparisons using the method proposed by Foster et al. (2010). Indices examined are the Human Development Index (HDI), the Index of Economic Freedom (IEF), and the Environmental Performance Index (EPI). Key theoretical results demonstrate links between the prevalence of robust comparisons, Kendall's tau rank correlation coefficient, and statistical association across components. Implications for redundancy among index components are also examined.
引用
收藏
页码:35 / 56
页数:22
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