IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp11908.html
   My bibliography  Save this paper

Labor Market Effects of High School Science Majors in a High STEM Economy

Author

Listed:
  • Jain, Tarun

    (Indian School of Business)

  • Mukhopadhyay, Abhiroop

    (Indian Statistical Institute)

  • Prakash, Nishith

    (Northeastern University)

  • Rakesh, Raghav

    (Michigan State University)

Abstract

This paper explores the association between studying science at the higher secondary stage and labor market earnings using nationally representative data on high school subject choices and adult outcomes for urban males in India. Results show that those who studied science in high school have 22% greater earnings than those who studied business and humanities, even after controlling for several measures of ability. These higher earnings among science students are further enhanced if the students also have some fluency in English. Moreover, greater earnings are observed among individuals with social and parental support for translating science skills into higher earnings. Science education is also associated with more years of education, likelihood of completing a professional degree, and among low ability students, working in public sector positions.

Suggested Citation

  • Jain, Tarun & Mukhopadhyay, Abhiroop & Prakash, Nishith & Rakesh, Raghav, 2018. "Labor Market Effects of High School Science Majors in a High STEM Economy," IZA Discussion Papers 11908, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11908
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp11908.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
    2. Lang Kevin & Siniver Erez, 2009. "The Return to English in a Non-English Speaking Country: Russian Immigrants and Native Israelis in Israel," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-30, November.
    3. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    4. Brown, Charles & Corcoran, Mary, 1997. "Sex-Based Differences in School Content and the Male-Female Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 15(3), pages 431-465, July.
    5. 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.
    6. Mehtabul Azam & Aimee Chin & Nishith Prakash, 2013. "The Returns to English-Language Skills in India," Economic Development and Cultural Change, University of Chicago Press, vol. 61(2), pages 335-367.
    7. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    8. Davide Cantoni & Yuyu Chen & David Y. Yang & Noam Yuchtman & Y. Jane Zhang, 2017. "Curriculum and Ideology," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 338-392.
    9. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    10. Geeta Gandhi Kingdon, 1998. "Does the labour market explain lower female schooling in India?," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 39-65.
    11. Stephan Klasen & Janneke Pieters, 2015. "What Explains the Stagnation of Female Labor Force Participation in Urban India?," The World Bank Economic Review, World Bank, vol. 29(3), pages 449-478.
    12. Azam, Mehtabul, 2012. "Changes in Wage Structure in Urban India, 1983–2004: A Quantile Regression Decomposition," World Development, Elsevier, vol. 40(6), pages 1135-1150.
    13. Acosta, Pablo A. & Muller, Noel & Sarzosa, Miguel, 2015. "Beyond Qualifications: Returns to Cognitive and Socio-Emotional Skills in Colombia," IZA Discussion Papers 9403, Institute of Labor Economics (IZA).
    14. Linda Datcher Loury, 1997. "The Gender Earnings Gap among College-Educated Workers," ILR Review, Cornell University, ILR School, vol. 50(4), pages 580-593, July.
    15. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    16. Duraisamy, P., 2002. "Changes in returns to education in India, 1983-94: by gender, age-cohort and location," Economics of Education Review, Elsevier, vol. 21(6), pages 609-622, December.
    17. Diva Dhar & Tarun Jain & Seema Jayachandran, 2022. "Reshaping Adolescents' Gender Attitudes: Evidence from a School-Based Experiment in India," American Economic Review, American Economic Association, vol. 112(3), pages 899-927, March.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. Mehtabul Azam, 2016. "Private Tutoring: Evidence from India," Review of Development Economics, Wiley Blackwell, vol. 20(4), pages 739-761, November.
    23. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    24. Tushar Agrawal, 2011. "Returns to education in India: Some recent evidence," Indira Gandhi Institute of Development Research, Mumbai Working Papers 2011-017, Indira Gandhi Institute of Development Research, Mumbai, India.
    25. Berman, Eli & Lang, Kevin & Siniver, Erez, 2003. "Language-skill complementarity: returns to immigrant language acquisition," Labour Economics, Elsevier, vol. 10(3), pages 265-290, June.
    26. Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
    27. Lars Kirkebøen & Edwin Leuven & Magne Mogstad, 2014. "Field of Study, Earnings, and Self-Selection," NBER Working Papers 20816, National Bureau of Economic Research, Inc.
    28. 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.
    29. Jain, Tarun, 2017. "Common Tongue: The Impact of Language on Educational Outcomes," The Journal of Economic History, Cambridge University Press, vol. 77(2), pages 473-510, June.
    30. Amparo Castelló‐Climent & Latika Chaudhary & Abhiroop Mukhopadhyay, 2018. "Higher Education and Prosperity: From Catholic Missionaries to Luminosity in India," Economic Journal, Royal Economic Society, vol. 128(616), pages 3039-3075, December.
    31. Thomas N. Daymonti & Paul J. Andrisani, 1984. "Job Preferences, College Major, and the Gender Gap in Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 19(3), pages 408-428.
    32. Kaivan Munshi & Mark Rosenzweig, 2006. "Traditional Institutions Meet the Modern World: Caste, Gender, and Schooling Choice in a Globalizing Economy," American Economic Review, American Economic Association, vol. 96(4), pages 1225-1252, September.
    33. Davide Cantoni & Yuyu Chen & David Y. Yang & Noam Yuchtman & Y. Jane Zhang, 2017. "Curriculum and Ideology," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 338-392.
    34. 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, pages 23-56, February.
    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. Roychowdhury, Punarjit, 2021. "(Em)Powered by Science? Estimating the Relative Labor Market Returns to Majoring in Science in High School in India," Economics of Education Review, Elsevier, vol. 82(C).
    2. Elena Grinza & Francesco Devicienti & Mariacristina Rossi & Davide Vannoni, 2017. "How Entry into Parenthood Shapes Gender Role Attitudes: New Evidence from Longitudinal UK Data," Carlo Alberto Notebooks 511, Collegio Carlo Alberto.
    3. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    4. Mohanty, Smrutirekha, 2021. "A distributional analysis of the gender wage gap among technical degree and diploma holders in urban India," International Journal of Educational Development, Elsevier, vol. 80(C).
    5. Kumar, Anand & Sahoo, Soham, 2021. "Social Identity and STEM Choice: Evidence from Higher Secondary Schooling in India," GLO Discussion Paper Series 900, Global Labor Organization (GLO).

    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. 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.
    2. Arpita Patnaik & Matthew J. Wiswall & Basit Zafar, 2020. "College Majors," NBER Working Papers 27645, National Bureau of Economic Research, Inc.
    3. Roychowdhury, Punarjit, 2021. "(Em)Powered by Science? Estimating the Relative Labor Market Returns to Majoring in Science in High School in India," Economics of Education Review, Elsevier, vol. 82(C).
    4. 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.
    5. 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).
    6. 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.
    7. Marta De Philippis, 2023. "STEM Graduates and Secondary School Curriculum: Does Early Exposure to Science Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 58(6), pages 1914-1947.
    8. 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.
    9. 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.
    10. Mohanty, Smrutirekha, 2021. "A distributional analysis of the gender wage gap among technical degree and diploma holders in urban India," International Journal of Educational Development, Elsevier, vol. 80(C).
    11. 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.
    12. Paolo Buonanno & Dario Pozzoli, 2009. "Early Labour Market Returns to College Subject," LABOUR, CEIS, vol. 23(4), pages 559-588, December.
    13. 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.
    14. Rodney J. Andrews & Scott A. Imberman & Michael F. Lovenheim, 2017. "Risky Business? The Effect of Majoring in Business on Earnings and Educational Attainment," NBER Working Papers 23575, National Bureau of Economic Research, Inc.
    15. 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.
    16. 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.
    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. Berlingieri, Francesco & Zierahn, Ulrich, 2014. "Field of study, qualification mismatch, and wages: Does sorting matter?," ZEW Discussion Papers 14-076, ZEW - Leibniz Centre for European Economic Research.
    19. Light, Audrey & Schreiner, Sydney, 2019. "College major, college coursework, and post-college wages," Economics of Education Review, Elsevier, vol. 73(C).
    20. Tushar Agrawal, 2014. "Gender and caste-based wage discrimination in India: some recent evidence [Geschlecht und Kaste-ansässige Lohndiskriminierung in Indien: Einige Neue Beweise]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 47(4), pages 329-340, December.

    More about this item

    Keywords

    high-school majors; labor markets; science; STEM; India;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:iza:izadps:dp11908. 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: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    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.