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Ethnicity and Earnings in Urban Peru

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Author Info
Hugo Nopo ()
Jaime Saavedra
Maximo Torero

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Abstract

In this paper we study the relationship between ethnic exclusion and earnings in Urban Peru. Our approach to the concept of ethnicity involves the usage of instruments in many of its several dimensions: mother tongue, parental background, religion, migration events and race. In order to approximate what can be called racial differences in a context like the Peruvian in which "racial mixture" is the main characteristic of the population, we use a score-based procedure to capture both the differences and the mixtures. By means of this procedure each individual is assigned intensities by pollsters in each of the four categories that correspond to the most easily recognized distinct racial groups in the Peruvian society: Asiatic, White, Indigenous, and Black. We find that the multidimensional race indicator is correlated with several human capital and physical capital assets, as well as with access to public services. Using Blinder-Oaxaca (B-O) decompositions we find that a substantial part of the earnings differences between racial groups cannot be explainged by differences in individual characteristics. To take into account the fact that B-O doesn't consider the probability distribution of the individual characteristics, and specifically race in our case, we also use a semi-parametric technique for the estimation of differences in hourly earnings. This estimation treats the typical wage equations in a linear fashion but let estimators for the racial intensity effects to interact freely, without restricting them to a functional form. The results suggests that among wage earners after controlling for a large set of characteristics, there are racially related earnings differences in favor of predominantly White individuals. In the case of the self-employed, none of the empirical distributions of earning differences attributable to race is substantially above zero.

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Paper provided by Middlebury College, Department of Economics in its series Middlebury College Working Paper Series with number 0405.

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Length: 35 pages
Date of creation: May 2004
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Handle: RePEc:mdl:mdlpap:0405

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Related research
Keywords: race discrimination minorities wage differentials semi-parametric

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Find related papers by JEL classification:
J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities and Races; Non-labor Discrimination
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

  1. Chiswick, Barry R, 1988. "Differences in Education and Earnings across Racial and Ethnic Groups: Tastes, Discrimination, and Investments in Child Quality," The Quarterly Journal of Economics, MIT Press, vol. 103(3), pages 571-97, August. [Downloadable!] (restricted)
  2. Robert Barsky & John Bound & Kerwin Charles & Joseph Lupton, 2001. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," NBER Working Papers 8466, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  3. Ruthanne Deutsch & Andrew Morrison & Hugo Nopo & Claudia Piras, 2005. "Working Within Confines: Occupational Segregation By Sex For Three Latin American Countries," The Icfai Journal of Applied Economics, ICFAI Press, vol. 0(3), pages 50-59, May.
  4. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-44, September. [Downloadable!] (restricted)
    Other versions:
  5. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-54, July. [Downloadable!] (restricted)
  6. 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. [Downloadable!] (restricted)
  7. Darity, William A, Jr & Mason, Patrick L, 1998. "Evidence on Discrimination in Employment: Codes of Color, Codes of Gender," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 63-90, Spring. [Downloadable!] (restricted)
  8. Scalera, Domenico & Zazzaro, Alberto, 2001. "Group reputation and persistent (or permanent) discrimination in credit markets," Journal of Multinational Financial Management, Elsevier, vol. 11(4-5), pages 483-496, December. [Downloadable!] (restricted)
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Hugo Nopo & Martin Moreno & Jaime Saavedra & Maximo Torero, 2004. "Gender and Racial Discrimination in Hiring: A Pseudo Audit Study for Three Selected Occupations in Metropolitan Lima," Middlebury College Working Paper Series 0404, Middlebury College, Department of Economics. [Downloadable!]
    Other versions:
  2. Laure Pasquier-Doumer, 2005. "Perception de l’inégalité des chances et mobilités objective et subjective:une analyse à partir d’entretiens qualitatifs auprès de Liméniens," Working Papers DT/2005/17, DIAL (Développement, Institutions & Analyses de Long terme). [Downloadable!]
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