IDEAS home Printed from https://ideas.repec.org/a/sae/amerec/v62y2017i2p184-205.html
   My bibliography  Save this article

Not All Education Is Created Equal: How Choice of Academic Major Affects the Racial Salary Gap

Author

Listed:
  • David McClough
  • Mary Ellen Benedict

Abstract

Using 48,403 observations from the National Survey of College Graduates, this article examines the racial salary disparity between Black and White college graduates. We find that academic major and first higher education institution influence one’s final occupation, which in turn affects the salary disparity between Blacks and Whites. We suggest that public policy builds awareness among high school students aspiring for college of the importance of preparing for specific academic majors that lead to occupations expected to maintain an earnings premium.

Suggested Citation

  • David McClough & Mary Ellen Benedict, 2017. "Not All Education Is Created Equal: How Choice of Academic Major Affects the Racial Salary Gap," The American Economist, Sage Publications, vol. 62(2), pages 184-205, October.
    • Handle: RePEc:sae:amerec:v:62:y:2017:i:2:p:184-205
    DOI: 10.1177/0569434516683029
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/0569434516683029
    Download Restriction: no
    File URL: https://libkey.io/10.1177/0569434516683029?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Congressional Budget Office, 2012. "Comparing the Compensation of Federal and Private-Sector Employees," Reports 42921, Congressional Budget Office.
    2. Kwabena Gyimah-Brempong & Rudy Fichtenbaum, 1993. "Black-white wage differential: The relative importance of human capital and labor market structure," The Review of Black Political Economy, Springer;National Economic Association, vol. 21(4), pages 19-52, March.
    3. Long, Mark C., 2010. "Changes in the returns to education and college quality," Economics of Education Review, Elsevier, vol. 29(3), pages 338-347, June.
    4. Dan A. Black & Seth Sanders & Lowell Taylor, 2003. "The Economic Reward for Studying Economics," Economic Inquiry, Western Economic Association International, vol. 41(3), pages 365-377, July.
    5. Matthias Benz, 2005. "The Relevance of Procedural Utility for Economics," IEW - Working Papers 256, Institute for Empirical Research in Economics - University of Zurich.
    6. Lisa Barrow & Cecilia Elena Rouse, 2006. "The economic value of education by race and ethnicity," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 30(Q II), pages 14-27.
    7. Bohara, Alok K. & Krieg, Randall G., 1998. "A Simultaneous Multinomial Logit Model of Indirect Internal Migration and Earnings," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 28(1), pages 1-13.
    8. William Rodgers & William Spriggs, 1996. "What does the AFQT really measure: Race, wages, schooling and the AFQT score," The Review of Black Political Economy, Springer;National Economic Association, vol. 24(4), pages 13-46, June.
    9. Dan A. Black & Amelia M. Haviland & Seth G. Sanders & Lowell J. Taylor, 2008. "Gender Wage Disparities among the Highly Educated," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 630-659.
    10. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    11. Dan Black & Amelia Haviland & Seth Sanders & Lowell Taylor, 2006. "Why Do Minority Men Earn Less? A Study of Wage Differentials among the Highly Educated," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 300-313, May.
    12. Brown, Charles & Medoff, James, 1989. "The Employer Size-Wage Effect," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1027-1059, October.
    13. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, vol. 104(5), pages 869-895, October.
    14. 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.
    15. Jeff Grogger & Eric Eide, 1995. "Changes in College Skills and the Rise in the College Wage Premium," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 280-310.
    16. Loury, Linda Datcher & Garman, David, 1995. "College Selectivity and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 289-308, April.
    17. Luis Huesca & Mario Camberos, 2010. "Selection-bias correction based on the multinomial logit: An application to the Mexican labor market," Mexican Stata Users' Group Meetings 2010 08, Stata Users Group.
    18. James, Estelle, et al, 1989. "College Quality and Future Earnings: Where Should You Send Your Child to College?," American Economic Review, American Economic Association, vol. 79(2), pages 247-252, May.
    19. Arthur Goldsmith & William Darity & Jonathan Veum, 1998. "Race, cognitive skills, psychological capital and wages," The Review of Black Political Economy, Springer;National Economic Association, vol. 26(2), pages 9-21, December.
    20. Mantell, Edmund H, 1974. "Discrimination Based on Education in the Labor Market for Engineers," The Review of Economics and Statistics, MIT Press, vol. 56(2), pages 158-166, May.
    21. Robst, John, 2007. "Education and job match: The relatedness of college major and work," Economics of Education Review, Elsevier, vol. 26(4), pages 397-407, August.
    22. Zafar Mueen Nasir, 2005. "An Analysis of Occupational Choice in Pakistan: A Multinomial Approach," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 44(1), pages 57-79.
    23. David Bjerk, 2007. "The Differing Nature of Black-White Wage Inequality Across Occupational Sectors," Journal of Human Resources, University of Wisconsin Press, vol. 42(2).
    24. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    25. Cotton, Jeremiah, 1988. "On the Decomposition of Wage Differentials," The Review of Economics and Statistics, MIT Press, vol. 70(2), pages 236-243, May.
    26. Dominic J. Brewer & Eric R. Eide & Ronald G. Ehrenberg, 1999. "Does It Pay to Attend an Elite Private College? Cross-Cohort Evidence on the Effects of College Type on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 104-123.
    27. Talia Bar & Asaf Zussman, 2012. "Partisan Grading," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 30-48, January.
    28. Andrew M. Gill, 1994. "Incorporating the Causes of Occupational Differences in Studies of Racial Wage Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 20-41.
    29. Blackburn, McKinley L., 2004. "The role of test scores in explaining race and gender differences in wages," Economics of Education Review, Elsevier, vol. 23(6), pages 555-576, December.
    30. John Robst, 2007. "Education, College Major, and Job Match: Gender Differences in Reasons for Mismatch," Education Economics, Taylor & Francis Journals, vol. 15(2), pages 159-175.
    31. Blau, Francine D & Ferber, Marianne A, 1987. "Discrimination: Empirical Evidence from the United States," American Economic Review, American Economic Association, vol. 77(2), pages 316-320, May.
    32. William A. Darity & Patrick L. Mason, 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.
    33. Peter Arcidiacono & Esteban Aucejo & Ken Spenner, 2012. "What happens after enrollment? An analysis of the time path of racial differences in GPA and major choice," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-24, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Romain Aeberhardt & Élise Coudin & Roland Rathelot, 2017. "The heterogeneity of ethnic employment gaps," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(1), pages 307-337, January.
    2. Grove, Wayne A. & Hussey, Andrew, 2014. "Returns to MBA quality: Pecuniary and non-pecuniary returns to peers, faculty, and institution quality," Labour Economics, Elsevier, vol. 26(C), pages 43-54.
    3. Bleemer , Zachary & Mehta, Aashish, 2021. "College Major Restrictions and Student Stratification," University of California at Berkeley, Center for Studies in Higher Education qt513249vg, Center for Studies in Higher Education, UC Berkeley.
    4. Light, Audrey & Schreiner, Sydney, 2019. "College major, college coursework, and post-college wages," Economics of Education Review, Elsevier, vol. 73(C).
    5. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    6. Paolo Buonanno & Dario Pozzoli, 2009. "Early Labour Market Returns to College Subject," LABOUR, CEIS, vol. 23(4), pages 559-588, December.
    7. Eric Solberg, 2004. "Occupational assignment, hiring discrimination, and the gender pay gap," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 32(1), pages 11-27, March.
    8. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    9. Peter Arcidiacono & Michael Lovenheim, 2016. "Affirmative Action and the Quality-Fit Trade-Off," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 3-51, March.
    10. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    11. Joshua D. Pitts & Charles Kroncke, 2014. "Educational Attainment and the Gender Wage Gap: A Comparison of Young Men and Women in 1984 and 2007," Forum for Social Economics, Taylor & Francis Journals, vol. 43(2), pages 123-155, August.
    12. Sergey Roshchin & Victor Rudakov, 2015. "Do Starting Salaries for Graduates Measure the Quality of Education? A Review of Studies by Russian and Foreign Authors," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 137-181.
    13. Amadxarif, Zahid & Angeli, Marilena & Haldane, Andrew G & Zemaityte, Gabija, 2020. "Understanding pay gaps," Bank of England working papers 877, Bank of England.
    14. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
    15. Jonathan Fisher & Christina Houseworth, 2012. "The reverse wage gap among educated White and Black women," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 449-470, December.
    16. Joseph G. Altonji & Peter Arcidiacono & Arnaud Maurel, 2015. "The Analysis of Field Choice in College and Graduate School: Determinants and Wage Effects," NBER Working Papers 21655, National Bureau of Economic Research, Inc.
    17. Deborah M. Weiss & Matthew L. Spitzer & Colton Cronin & Neil Chin, 2024. "Why college majors and selectivity matter: Major groupings, occupation specificity, and job skills," Contemporary Economic Policy, Western Economic Association International, vol. 42(2), pages 278-304, April.
    18. Jamie H. Douglas & Michael D. Steinberger, 2015. "The Sexual Orientation Wage Gap for Racial Minorities," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 54(1), pages 59-108, January.
    19. Tarun Jain & Abhiroop Mukhopadhyay & Nishith Prakash & Raghav Rakesh, 2022. "Science education and labor market outcomes in a developing economy," Economic Inquiry, Western Economic Association International, vol. 60(2), pages 741-763, April.
    20. Bacalhau, Priscilla & Mattos, Enlinson & Ponczek, Vladimir Pinheiro, 2019. "College quality signaling and individual performance: effects on labor market outcomes after graduation," Textos para discussão 502, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).

    More about this item

    Keywords

    education; college major; race; wages; discrimination;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • 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
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J70 - Labor and Demographic Economics - - Labor Discrimination - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:amerec:v:62:y:2017:i:2:p:184-205. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: http://journals.sagepub.com/home/aex .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.