衡量不平等的基尼系数是否对收入分配中间位置的变化过于敏感?

IF 1.5 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS
J. Gastwirth
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引用次数: 44

摘要

基尼系数是衡量收入不平等最常用的指标。就像对一组数据的任何单一的总结测量一样,它不能捕捉到研究人员感兴趣的所有方面。它被广泛报道的缺陷之一是,它应该对分布中间的变化过于敏感。通过研究家庭之间的小额转移或人口中一个成员的额外收入增量对指数价值的影响,这一说法得到了重新检验。事实证明,捐赠者和接受者的排名顺序的差异通常是决定转移引起的基尼指数变化的最重要因素,这意味着从高收入家庭向低收入家庭的转移比涉及中等收入家庭的转移获得更多的权重。两个中等收入家庭之间的转移支付确实比其他转移支付影响了更多的人口,但相对于其他转移支付,这些转移支付没有得到过多的权重,因为捐赠方和受援方的等级差异小于其他转移支付的相应差异。因此,相对于等额从高收入家庭向低收入家庭的转移,处于收入分配中间的两户家庭之间的累进转移对基尼指数的影响较小。同样,当分布两端的家庭获得额外增量时,对基尼指数的影响大于中等收入家庭获得额外增量时的影响。与大多数文献相反,这些结果表明,基尼指数对中间分布的变化并不过于敏感。事实上,它对分布的上下部分的变化比中间部分更敏感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Is the Gini Index of Inequality Overly Sensitive to Changes in the Middle of the Income Distribution?
ABSTRACT The Gini index is the most commonly used measure of income inequality. Like any single summary measure of a set of data, it cannot capture all aspects that are of interest to researchers. One of its widely reported flaws is that it is supposed to be overly sensitive to changes in the middle of the distribution. By studying the effect of small transfers between households or an additional increment in income going to one member of the population on the value of the index, this claim is re-examined. It turns out that the difference in the rank order of donor and recipient is usually the most important factor determining the change in the Gini index due to the transfer, which implies that transfers from an upper income household to a low income household receive more weight that transfers involving the middle. Transfers between two middle-income households do affect a higher fraction of the population than other transfers but those transfers do not receive an excessive weight relative to other transfers because the difference in the ranks of donor and recipient is smaller than the corresponding difference in other transfers. Thus, progressive transfers between two households in the middle of the distribution changes the Gini index less than a transfer of the same amount from an upper income household to a lower income household. Similarly, the effect on the Gini index when a household in either tail of the distribution receives an additional increment is larger than when a middle-income household receives it. Contrary to much of the literature, these results indicate that the Gini index is not overly sensitive to changes in the middle of the distribution. Indeed, it is more sensitive to changes in the lower and upper parts of the distribution than in the middle.
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来源期刊
Statistics and Public Policy
Statistics and Public Policy SOCIAL SCIENCES, MATHEMATICAL METHODS-
CiteScore
3.20
自引率
6.20%
发文量
13
审稿时长
32 weeks
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