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The use of quantile regressions in estimating gender wage differentials: a case study of the Philippines

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  • Chris Sakellariou

Abstract

Quantile regressions are used to analyse the size, components, and nature of the gender-earnings differentials as well as the returns to education by gender in the Philippines, over the entire conditional distribution of earnings, using data from the 1999 APIS survey. This approach allows more focused conclusions about the nature of gender-earnings differentials. Incorporating the quantile regression approach to the Oaxaca-Blinder decomposition allows the localization of gender discrimination to particular quantiles of the earnings distribution and permits more targeted policy intervention.

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  • Chris Sakellariou, 2004. "The use of quantile regressions in estimating gender wage differentials: a case study of the Philippines," Applied Economics, Taylor & Francis Journals, vol. 36(9), pages 1001-1007.
    • Handle: RePEc:taf:applec:v:36:y:2004:i:9:p:1001-1007
    DOI: 10.1080/0003684042000233230
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    References listed on IDEAS

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    3. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    4. Chung, Yue-Ping, 1996. "Gender earnings differentials in Hong Kong: The effect of the state, education, and employment," Economics of Education Review, Elsevier, vol. 15(3), pages 231-243, June.
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