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Oaxaca-Blinder meets Kitagawa: What is the link?

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Abstract

Recently, papers have started combining the naming of two popular decomposition methods: the Oaxaca-Blinder (OB) method and the Kitagawa method, a popular method in demographics and sociology. Although the two approaches have the same objective in terms of decomposing outcome differences in some variable of interest between two populations, they are framed quite differently and do not overlap except in a special set of circumstances. In the light of Kitigawa's early precedence, its more recent association with OB, and the seeming lack of any detailed analysis of the exact relationship between Kitigawa's methodology in the literature, in this paper we show the precise relationship between Kitagawa's approach and that of OB. The paper also provides a citation history of the papers.

Original languageEnglish
Article numbere0321874
Pages (from-to)e0321874
JournalPLoS ONE
Volume20
Issue number5
DOIs
Publication statusPublished - 13 May 2025

Bibliographical note

Publisher Copyright:
© 2025 Oaxaca, Sierminska. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

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