IDEAS home Printed from https://ideas.repec.org/a/eee/ecoedu/v49y2015icp1-14.html
   My bibliography  Save this article

Do completed college majors respond to changes in wages?

Author

Listed:
  • Long, Mark C.
  • Goldhaber, Dan
  • Huntington-Klein, Nick

Abstract

In an analysis connecting labor market earnings to college major choices, we find statistically significant relationships between changes in wages by occupation and subsequent changes in college majors completed in related fields of college study between 1982 and 2012. College majors (defined at a detailed level) are most strongly related to wages observed three years earlier, when students were college freshmen. The responses to wages vary depending on the extent to which there is a strong mapping of majors into particular occupations. We also find that women, blacks, Hispanics, and students with low test scores are less likely to respond to wage changes. These findings have implications for policy interventions designed to align students’ major choices with labor market demand.

Suggested Citation

  • Long, Mark C. & Goldhaber, Dan & Huntington-Klein, Nick, 2015. "Do completed college majors respond to changes in wages?," Economics of Education Review, Elsevier, vol. 49(C), pages 1-14.
  • Handle: RePEc:eee:ecoedu:v:49:y:2015:i:c:p:1-14
    DOI: 10.1016/j.econedurev.2015.07.007
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S027277571500103X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econedurev.2015.07.007?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Botelho, Anabela & Pinto, Ligia Costa, 2004. "Students' expectations of the economic returns to college education: results of a controlled experiment," Economics of Education Review, Elsevier, vol. 23(6), pages 645-653, December.
    2. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    3. Annette Alstadsæter, 2011. "Measuring the Consumption Value of Higher Education," CESifo Economic Studies, CESifo Group, vol. 57(3), pages 458-479, September.
    4. Moshe Buchinsky & Phillip Leslie, 2010. "Educational Attainment and the Changing U.S. Wage Structure: Dynamic Implications on Young Individuals' Choices," Journal of Labor Economics, University of Chicago Press, vol. 28(3), pages 541-594, July.
    5. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    6. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    7. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    8. Holzer, Harry J, 1991. "Employment, Unemployment and Demand Shifts in Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 25-32, February.
    9. Ronald G. Ehrenberg, 2012. "American Higher Education in Transition," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 193-216, Winter.
    10. Mark C. Berger, 1988. "Predicted Future Earnings and Choice of College Major," ILR Review, Cornell University, ILR School, vol. 41(3), pages 418-429, April.
    11. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    12. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    13. Liu, Kai & Salvanes, Kjell G. & Sørensen, Erik Ø., 2016. "Good skills in bad times: Cyclical skill mismatch and the long-term effects of graduating in a recession," European Economic Review, Elsevier, vol. 84(C), pages 3-17.
    14. Basit Zafar, 2011. "How Do College Students Form Expectations?," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 301-348.
    15. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," Review of Economic Studies, Oxford University Press, vol. 81(1), pages 426-472.
    16. Freeman, James A. & Hirsch, Barry T., 2008. "College majors and the knowledge content of jobs," Economics of Education Review, Elsevier, vol. 27(5), pages 517-535, October.
    17. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    18. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
    19. Kane, Thomas J, 1994. "College Entry by Blacks since 1970: The Role of College Costs, Family Background, and the Returns to Education," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 878-911, October.
    20. Gary A. Zarkin, 1985. "Occupational Choice: An Application to the Market for Public School Teachers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(2), pages 409-446.
    21. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    22. Harry Holzer, 2012. "Good workers for good jobs: improving education and workforce systems in the US," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-19, December.
    23. Reich, Michael & Gordon, David M & Edwards, Richard C, 1973. "A Theory of Labor Market Segmentation," American Economic Review, American Economic Association, vol. 63(2), pages 359-365, May.
    24. Boudarbat, Brahim & Montmarquette, Claude, 2007. "Choice of Fields of Study of Canadian University Graduates: The Role of Gender and their Parents’ Education," IZA Discussion Papers 2552, Institute of Labor Economics (IZA).
    25. Boskin, Michael J, 1974. "A Conditional Logit Model of Occupational Choice," Journal of Political Economy, University of Chicago Press, vol. 82(2), pages 389-398, Part I, M.
    26. Siow, Aloysius, 1984. "Occupational Choice under Uncertainty," Econometrica, Econometric Society, vol. 52(3), pages 631-645, May.
    27. Bound, John & Holzer, Harry J, 2000. "Demand Shifts, Population Adjustments, and Labor Market Outcomes during the 1980s," Journal of Labor Economics, University of Chicago Press, vol. 18(1), pages 20-54, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. John V. Winters, 2017. "Do earnings by college major affect graduate migration?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(3), pages 629-649, November.
    2. Coenen, Johan & Borghans, Lex & Diris, Ron, 2021. "Personality traits, preferences and educational choices: A focus on STEM," Journal of Economic Psychology, Elsevier, vol. 84(C).
    3. Graves, Jennifer & Kuehn, Zoë, 2021. "Specializing in growing sectors: Wage returns and gender differences," Labour Economics, Elsevier, vol. 70(C).
    4. Di Paolo, Antonio & Tansel, Aysit, 2017. "Analyzing Wage Differentials by Fields of Study: Evidence from Turkey," GLO Discussion Paper Series 91, Global Labor Organization (GLO).
    5. Christopher Avery & Oded Gurantz & Michael Hurwitz & Jonathan Smith, 2018. "Shifting College Majors in Response to Advanced Placement Exam Scores," Journal of Human Resources, University of Wisconsin Press, vol. 53(4), pages 918-956.
    6. Jiang, Xuan, 2018. "Planting the Seeds for Success: Why Women in STEM Do Not Stick in the Field," MPRA Paper 89650, University Library of Munich, Germany.
    7. Ransom, Michael R. & Phipps, Aaron, 2016. "The Changing Occupational Distribution by College Major," IZA Discussion Papers 10193, Institute of Labor Economics (IZA).
    8. Reilly, Patrick A., 2020. "Credit towards graduation: The impact of US bank deregulation on human capital accumulation," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    9. Shimeng Liu & Weizeng Sun & John V. Winters, 2019. "Up In Stem, Down In Business: Changing College Major Decisions With The Great Recession," Contemporary Economic Policy, Western Economic Association International, vol. 37(3), pages 476-491, July.
    10. Yanqing Ding & Wei Li & Xin Li & Yinduo Wu & Jin Yang & Xiaoyang Ye, 2021. "Heterogeneous Major Preferences for Extrinsic Incentives: The Effects of Wage Information on the Gender Gap in STEM Major Choice," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(8), pages 1113-1145, December.
    11. Bächli, Mirjam & Tsankova, Teodora, 2020. "Free Movement of Workers and Native Demand for Tertiary Education," Other publications TiSEM 33968781-3521-459e-86c9-f, Tilburg University, School of Economics and Management.
    12. Di Paolo, Antonio & Tansel, Aysit, 2017. "Analyzing Wage Differentials by Fields of Study: Evidence from Turkey," GLO Discussion Paper Series 91, Global Labor Organization (GLO).
    13. Tyler Ransom & John V. Winters, 2021. "Do Foreigners Crowd Natives out of STEM Degrees and Occupations? Evidence from the US Immigration Act of 1990," ILR Review, Cornell University, ILR School, vol. 74(2), pages 321-351, March.
    14. Sieuwerd Gaastra, 2020. "Personal Income Taxation and College Major Choice: A Case Study of the 1986 Tax Reform Act," Public Finance Review, , vol. 48(1), pages 3-42, January.
    15. 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.
    16. Stephen G. Zimmer, 2023. "Rethinking the role of human Capital in Growth Models," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 36(4), pages 567-588, December.
    17. Ran Abramitzky & Victor Lavy & Maayan Segev, 2019. "The Effect of Changes in the Skill Premium on College Degree Attainment and the Choice of Major," NBER Working Papers 26420, National Bureau of Economic Research, Inc.
    18. Joselynn Hawkins Fountain, 2019. "The Effect of the Gainful Employment Regulatory Uncertainty on Student Enrollment at For-Profit Institutions of Higher Education," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(8), pages 1065-1089, December.
    19. Holzer, Harry J. & Xu, Zeyu, 2019. "Community College Pathways for Disadvantaged Students," IZA Discussion Papers 12319, Institute of Labor Economics (IZA).
    20. Hügle, Dominik, 2020. "Higher education funding in Germany: A distributional lifetime perspective," Discussion Papers 2021/1, Free University Berlin, School of Business & Economics.
    21. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    22. Dillender, Marcus & Friedson, Andrew & Gian, Cong & Simon, Kosali, 2019. "Does the healthcare educational market respond to short-run local demand?," Economics of Education Review, Elsevier, vol. 73(C).
    23. Ina Ganguli & Jamal I. Haidar & Asim Ijaz Khwaja & Samuel W. Stemper & Basit Zafar, 2022. "Economic Shocks and Skill Acquisition: Evidence from a National Online Learning Platform at the Onset of COVID-19," NBER Working Papers 29921, National Bureau of Economic Research, Inc.
    24. Zhou, Yonghong, 2023. "Influence of political movement on fields of study: Evidence from Hong Kong," European Journal of Political Economy, Elsevier, vol. 79(C).
    25. Han, Luyi & Winters, John V., 2020. "Industry Fluctuations and College Major Choices: Evidence from an Energy Boom and Bust," Economics of Education Review, Elsevier, vol. 77(C).

    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. Xia, Xiaoyu, 2016. "Forming wage expectations through learning: Evidence from college major choices," Journal of Economic Behavior & Organization, Elsevier, vol. 132(PA), pages 176-196.
    2. Erica Blom & Brian C. Cadena & Benjamin J. Keys, 2021. "Investment over the Business Cycle: Insights from College Major Choice," Journal of Labor Economics, University of Chicago Press, vol. 39(4), pages 1043-1082.
    3. David L. Sjoquist & John V. Winters, 2015. "State Merit Aid Programs and College Major: A Focus on STEM," Journal of Labor Economics, University of Chicago Press, vol. 33(4), pages 973-1006.
    4. Han, Luyi & Winters, John V., 2020. "Industry Fluctuations and College Major Choices: Evidence from an Energy Boom and Bust," Economics of Education Review, Elsevier, vol. 77(C).
    5. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    6. Jaison R. Abel & Richard Deitz, 2017. "Underemployment in the Early Careers of College Graduates following the Great Recession," NBER Chapters, in: Education, Skills, and Technical Change: Implications for Future US GDP Growth, pages 149-181, National Bureau of Economic Research, Inc.
    7. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    8. Fernanda Estevan & Thomas Gall & Louis-Philippe Morin, 2019. "Can Affirmative Action Affect Major Choice?," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-324, Boston University - Department of Economics.
    9. Schweri, Juerg & Hartog, Joop, 2017. "Do wage expectations predict college enrollment? Evidence from healthcare," Journal of Economic Behavior & Organization, Elsevier, vol. 141(C), pages 135-150.
    10. Delavande, Adeline & Zafar, Basit, 2014. "University choice: the role of expected earnings, non-pecuniary outcomes and financial constraints," ISER Working Paper Series 2014-38, Institute for Social and Economic Research.
    11. Hastings, Justine S. & Neilson, Christopher A. & Ramirez, Anely & Zimmerman, Seth D., 2016. "(Un)informed college and major choice: Evidence from linked survey and administrative data," Economics of Education Review, Elsevier, vol. 51(C), pages 136-151.
    12. Fricke, Hans & Grogger, Jeffrey & Steinmayr, Andreas, 2015. "Does Exposure to Economics Bring New Majors to the Field? Evidence from a Natural Experiment," IZA Discussion Papers 9003, Institute of Labor Economics (IZA).
    13. John Eric Humphries & Juanna Joensen & Gregory Veramendi, 2017. "College Major Choice: Sorting and Differential Returns to Skills," 2017 Meeting Papers 1623, Society for Economic Dynamics.
    14. De Philippis, Marta, 2016. "STEM graduates and secondary school curriculum: does early exposure to science matter?," LSE Research Online Documents on Economics 67679, London School of Economics and Political Science, LSE Library.
    15. Ahu Gemici & Matthew Wiswall, 2014. "Evolution Of Gender Differences In Post‐Secondary Human Capital Investments: College Majors," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(1), pages 23-56, February.
    16. Patnaik, Arpita & Venator, Joanna & Wiswall, Matthew & Zafar, Basit, 2022. "The role of heterogeneous risk preferences, discount rates, and earnings expectations in college major choice," Journal of Econometrics, Elsevier, vol. 231(1), pages 98-122.
    17. Stefan Klößner & Gregor Pfeifer, 2019. "The Importance of Tax Adjustments When Evaluating Wage Expectations," Scandinavian Journal of Economics, Wiley Blackwell, vol. 121(2), pages 578-605, April.
    18. Christopher Avery & Oded Gurantz & Michael Hurwitz & Jonathan Smith, 2018. "Shifting College Majors in Response to Advanced Placement Exam Scores," Journal of Human Resources, University of Wisconsin Press, vol. 53(4), pages 918-956.
    19. Nikoloz Kudashvili & Gega Todua, 2022. "Information, Perceived Returns and College Major Choices," CERGE-EI Working Papers wp717, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    20. Fricke, Hans & Grogger, Jeffrey & Steinmayr, Andreas, 2018. "Exposure to academic fields and college major choice," Economics of Education Review, Elsevier, vol. 64(C), pages 199-213.

    More about this item

    Keywords

    College majors; Occupations; Labor market wages;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

    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:eee:ecoedu:v:49:y:2015:i:c:p:1-14. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/econedurev .

    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.