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An Extension of the Blinder-Oaxaca Decomposition to a Continuum of Comparison Groups

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  • Ñopo, Hugo R.

Abstract

This paper proposes an extension of the Blinder-Oaxaca decomposition from two to a continuum of comparison groups. The proposed decomposition is then estimated for the case of racial wage differences in urban Peru, exploiting a novel data set that allows the capturing of mestizaje (racial mixtures).

Suggested Citation

  • Ñopo, Hugo R., 2007. "An Extension of the Blinder-Oaxaca Decomposition to a Continuum of Comparison Groups," IDB Publications (Working Papers) 1959, Inter-American Development Bank.
    • Handle: RePEc:idb:brikps:1959
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    References listed on IDEAS

    as
    1. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    2. Hugo Ñopo & Jaime Saavedra & Máximo Torero, 2007. "Ethnicity and Earnings in a Mixed-Race Labor Market," Economic Development and Cultural Change, University of Chicago Press, vol. 55(4), pages 709-734, July.
    3. Thomas Bauer & Mathias Sinning, 2010. "Blinder-Oaxaca decomposition for Tobit models," Applied Economics, Taylor & Francis Journals, vol. 42(12), pages 1569-1575.
    4. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    5. repec:zbw:rwidps:0032 is not listed on IDEAS
    6. Thomas Bauer & Silja Göhlmann & Mathias Sinning, 2007. "Gender differences in smoking behavior," Health Economics, John Wiley & Sons, Ltd., vol. 16(9), pages 895-909, September.
    7. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    8. David de Ferranti & Guillermo E. Perry & William Foster & Daniel Lederman & Alberto Valdés, 2005. "Beyond the City: The Rural Contribution to Development," World Bank Publications - Books, The World Bank Group, number 7328.
    9. Maloney, William F., 2004. "Informality Revisited," World Development, Elsevier, vol. 32(7), pages 1159-1178, July.
    10. repec:zbw:rwidps:0044 is not listed on IDEAS
    11. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    12. Nopo, Hugo R. & Saavedra, Jaime & Torero, Maximo, 2004. "Ethnicity and Earnings in Urban Peru," IZA Discussion Papers 980, Institute of Labor Economics (IZA).
    13. Maloney, William F, 1999. "Does Informality Imply Segmentation in Urban Labor Markets? Evidence from Sectoral Transitions in Mexico," The World Bank Economic Review, World Bank, vol. 13(2), pages 275-302, May.
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    Cited by:

    1. Brantly Callaway & Weige Huang, 2020. "Distributional Effects of a Continuous Treatment with an Application on Intergenerational Mobility," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 82(4), pages 808-842, August.
    2. Jeremiah Richey & Alicia Rosburg, 2020. "Decomposing joint distributions via reweighting functions: an application to intergenerational economic mobility," Econometric Reviews, Taylor & Francis Journals, vol. 39(6), pages 541-558, July.
    3. Papuna Gogoladze, 2019. "Gender Income Gap Over Life-Cycle: Cross-Country Analysis," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 117, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    4. Mauricio Quinones Domínguez & Juan Antonio Rodríguez Sinisterra, 2011. "Rendimiento de la educación en las regiones colombianas: un análisis usando la Descomposición Oaxaca-Blinder," Revista Sociedad y Economía, Universidad del Valle, CIDSE, August.
    5. Dan Li & Liang Zhu & Jian Zhang & Jinjuan Yang, 2021. "Decomposing Differences of Health Service Utilization among Chinese Rural Migrant Workers with New Cooperative Medical Scheme: A Comparative Study," IJERPH, MDPI, vol. 18(17), pages 1-14, September.
    6. Fernando Rios-Avila, 2019. "A Semi-Parametric Approach to the Oaxaca–Blinder Decomposition with Continuous Group Variable and Self-Selection," Econometrics, MDPI, vol. 7(2), pages 1-29, June.
    7. Ulrick, Shawn W., 2012. "The Oaxaca decomposition generalized to a continuous group variable," Economics Letters, Elsevier, vol. 115(1), pages 35-37.

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    More about this item

    Keywords

    WP-612;

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C12 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Hypothesis Testing: General
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • C19 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Other
    • J1 - Labor and Demographic Economics - - Demographic Economics
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J12 - Labor and Demographic Economics - - Demographic Economics - - - Marriage; Marital Dissolution; Family Structure
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • J19 - Labor and Demographic Economics - - Demographic Economics - - - Other
    • J7 - Labor and Demographic Economics - - Labor Discrimination
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • J78 - Labor and Demographic Economics - - Labor Discrimination - - - Public Policy (including comparable worth)
    • J79 - Labor and Demographic Economics - - Labor Discrimination - - - Other
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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