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Innovating in Science and Engineering or "Cashing In" on Wall Street? Evidence on Elite STEM Talent

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  • Pian Shu

    (Harvard Business School, Technology and Operations Management Unit)

Abstract

Using data on MIT bachelor's graduates from 1994 to 2012, this paper empirically examines the extent to which the inflow of elite talent into the financial industry affects the supply of innovators in science and engineering (S&E). I first show that finance does not systematically attract those who are best prepared at college graduation to innovate in S&E sectors. Among graduates who majored in S&E, cumulative GPA strongly and positively predicts long-term patenting; this result is robust to controlling for choices of major and career. In contrast, GPA negatively predicts the probability of taking a first job in finance after college. There is suggestive evidence that S&E and finance value different sets of skills: innovating in S&E calls for in-depth knowledge and/or interest in a specific subject area, whereas finance tends to value a combination of general analytic skills and social skills over academic specialization. I then provide evidence that anticipated career incentives influence students' acquisition of S&E human capital during college. The 2008-09 financial crisis, which substantially reduced the availability of jobs in finance and led to a worsening labor market in general, prompted some students to major in S&E instead of management or economics and/or to improve their academic performance. This response to the shock is driven by students with below-average academic credentials who were freshmen at the peak of the crisis.

Suggested Citation

  • Pian Shu, 2015. "Innovating in Science and Engineering or "Cashing In" on Wall Street? Evidence on Elite STEM Talent," Harvard Business School Working Papers 16-067, Harvard Business School, revised Nov 2016.
  • Handle: RePEc:hbs:wpaper:16-067
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    References listed on IDEAS

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    1. Saffer, Henry, 2008. "The demand for social interaction," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(3), pages 1047-1060, June.
    2. Stinebrickner Ralph & Stinebrickner Todd R., 2008. "The Causal Effect of Studying on Academic Performance," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-55, June.
    3. Alan B. Krueger & David Schkade, 2008. "Sorting in the Labor Market: Do Gregarious Workers Flock to Interactive Jobs?," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    4. 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.
    5. Robert J. McCann & Xianwen Shi & Aloysius Siow & Ronald Wolthoff, 2015. "Becker Meets Ricardo: Multisector Matching with Communication and Cognitive Skills," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 31(4), pages 690-720.
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    Cited by:

    1. Giovanni Marin & Francesco Vona, 2017. "Finance and the Misallocation of Scientific, Engineering and Mathematical Talent," SciencePo Working papers Main hal-03455397, HAL.
    2. Strömberg, Per & Metzger, Daniel & Böhm, Michael, 2018. "“Since you’re so rich, you must be really smart†: Talent and the Finance Wage Premium," CEPR Discussion Papers 12711, C.E.P.R. Discussion Papers.
    3. repec:hal:spmain:info:hdl:2441/510i09nqpa8gfpt7na72sknq4q is not listed on IDEAS
    4. Filippo Bontadini & Francesco Vona, 2023. "Anatomy of Green Specialisation: Evidence from EU Production Data, 1995–2015," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(3), pages 707-740, August.
    5. Delgado, Mercedes & Mills, Karen G., 2020. "The supply chain economy: A new industry categorization for understanding innovation in services," Research Policy, Elsevier, vol. 49(8).
    6. 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.
    7. Aaron K. Chatterji, 2017. "Innovation and American K-12 Education," NBER Chapters, in: Innovation Policy and the Economy, Volume 18, pages 27-51, National Bureau of Economic Research, Inc.
    8. Michael Böhm & Daniel Metzger & Per Strömberg, 2022. "“Since You’re So Rich, You Must Be Really Smart”: Talent, Rent Sharing, and the Finance Wage Premium," ECONtribute Discussion Papers Series 147, University of Bonn and University of Cologne, Germany.
    9. Aaron Chatterji, 2017. "Innovation and American K-12 Education," NBER Working Papers 23531, National Bureau of Economic Research, Inc.
    10. Eunhee Sohn, 2021. "How Local Industry R&D Shapes Academic Research: Evidence from the Agricultural Biotechnology Revolution," Organization Science, INFORMS, vol. 32(3), pages 675-707, May.
    11. Böhm, Michael Johannes & Metzger, Daniel & Strömberg, Per, 2022. ""Since You're So Rich, You Must Be Really Smart": Talent, Rent Sharing, and the Finance Wage Premium," IZA Discussion Papers 15337, Institute of Labor Economics (IZA).

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