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The impact of money on science: Evidence from unexpected NCAA football outcomes

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  • Tabakovic, Haris
  • Wollmann, Thomas G.

Abstract

How productive are university research investments, and do the resulting pools of knowledge create valuable, downstream technology — or simply accumulate in the “ivory tower”? This paper uses unexpected NCAA athletic outcomes to vary research support to university faculty and estimate knowledge productivity. We find positive, significant effects of research expenditures on articles published and patents filed. Then, using data on university technology licensing income, we show that these investments produce large returns in real terms.

Suggested Citation

  • Tabakovic, Haris & Wollmann, Thomas G., 2019. "The impact of money on science: Evidence from unexpected NCAA football outcomes," Journal of Public Economics, Elsevier, vol. 178(C).
  • Handle: RePEc:eee:pubeco:v:178:y:2019:i:c:s0047272719301276
    DOI: 10.1016/j.jpubeco.2019.104066
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    as
    1. Meer, Jonathan & Rosen, Harvey S., 2009. "The impact of athletic performance on alumni giving: An analysis of microdata," Economics of Education Review, Elsevier, vol. 28(3), pages 287-294, June.
    2. Payne A. Abigail & Siow Aloysius, 2003. "Does Federal Research Funding Increase University Research Output?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(1), pages 1-24, May.
    3. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    4. repec:adr:anecst:y:1998:i:49-50:p:05 is not listed on IDEAS
    5. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    6. Rebecca Henderson & Adam B. Jaffe & Manuel Trajtenberg, 1998. "Universities As A Source Of Commercial Technology: A Detailed Analysis Of University Patenting, 1965-1988," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 119-127, February.
    7. repec:fth:harver:1473 is not listed on IDEAS
    8. Michael L. Anderson, 2012. "The Benefits of College Athletic Success: An Application of the Propensity Score Design with Instrumental Variables," NBER Working Papers 18196, National Bureau of Economic Research, Inc.
    9. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    10. Jacob, Brian A. & Lefgren, Lars, 2011. "The impact of research grant funding on scientific productivity," Journal of Public Economics, Elsevier, vol. 95(9), pages 1168-1177.
    11. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    12. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    13. De loecker, Jan & Collard-Wexler, Allan, 2016. "Production Function Estimation with Measurement Error in Inputs," CEPR Discussion Papers 11399, C.E.P.R. Discussion Papers.
    14. Jeffrey L. Furman & Megan MacGarvie, 2007. "Academic Science and the Birth of Industrial Research Laboratories in the U.S. Pharmaceutical Industry," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    15. Fiona Murray, 2013. "Evaluating the Role of Science Philanthropy in American Research Universities," Innovation Policy and the Economy, University of Chicago Press, vol. 13(1), pages 23-60.
    16. Allan Collard-Wexler & Jan De Loecker, 2016. "Production Function Estimation and Capital Measurement Error," NBER Working Papers 22437, National Bureau of Economic Research, Inc.
    17. Shawn Kantor & Alexander Whalley, 2014. "Knowledge Spillovers from Research Universities: Evidence from Endowment Value Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 171-188, March.
    18. Austan Goolsbee, 1998. "Investment Tax Incentives, Prices, and the Supply of Capital Goods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 121-148.
    19. Marie Thursby & Richard Jensen, 2001. "Proofs and Prototypes for Sale: The Licensing of University Inventions," American Economic Review, American Economic Association, vol. 91(1), pages 240-259, March.
    20. Goolsbee, Austan, 1998. "Does Government R&D Policy Mainly Benefit Scientists and Engineers?," American Economic Review, American Economic Association, vol. 88(2), pages 298-302, May.
    21. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    22. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    23. Robert A. Moffitt, 2010. "Report of the Editor: American Economic Review," American Economic Review, American Economic Association, vol. 100(2), pages 667-676, May.
    24. Pakes, Ariel S, 1986. "Patents as Options: Some Estimates of the Value of Holding European Patent Stocks," Econometrica, Econometric Society, vol. 54(4), pages 755-784, July.
    25. James D. Adams & Zvi Griliches, 1998. "Research Productivity in a System of Universities," Annals of Economics and Statistics, GENES, issue 49-50, pages 127-162.
    26. Acs, Zoltan J & Audretsch, David B & Feldman, Maryann P, 1992. "Real Effects of Academic Research: Comment," American Economic Review, American Economic Association, vol. 82(1), pages 363-367, March.
    27. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
    28. Catherine Buffington & Benjamin Cerf & Christina Jones & Bruce A. Weinberg, 2016. "STEM Training and Early Career Outcomes of Female and Male Graduate Students: Evidence from UMETRICS Data Linked to the 2010 Census," American Economic Review, American Economic Association, vol. 106(5), pages 333-338, May.
    29. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
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    Cited by:

    1. Behera, Sarthak & Sadana, Divya, 2022. "The Impact of Visibility on School Athletic Finances: An Empirical Analysis using Google Trends," MPRA Paper 114818, University Library of Munich, Germany.
    2. Craig Garthwaite & Jordan Keener & Matthew J. Notowidigdo & Nicole F. Ozminkowski, 2020. "Who Profits From Amateurism? Rent-Sharing in Modern College Sports," NBER Working Papers 27734, National Bureau of Economic Research, Inc.
    3. Y. J. Jeff Qiu, 2023. "The Matthew effect, research productivity, and the dynamic allocation of NIH grants," RAND Journal of Economics, RAND Corporation, vol. 54(1), pages 135-164, March.
    4. Önder, Ali & Torgler, Benno & Lariviere, Vincent & Moy, Naomi & Chan, Ho Fai & Schilling, Donata, 2022. "Science after Communism: Structural Change, Peers, and Productivity in East German Science," VfS Annual Conference 2022 (Basel): Big Data in Economics 264021, Verein für Socialpolitik / German Economic Association.
    5. Craig Garthwaite & Jordan Keener & Matthew Notowidigdo & Nicole Ozminkowski, 2020. "Who Profits from Amateurism? Rent-Sharing in Modern College Sports," Working Papers 2020-117, Becker Friedman Institute for Research In Economics.
    6. Tania Babina & Alex Xi He & Sabrina T. Howell & Elisabeth Ruth Perlman & Joseph Staudt, 2020. "The Color of Money: Federal vs. Industry Funding of University Research," NBER Working Papers 28160, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    Productivity; Knowledge production; Research and development; Patents; Licensing;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives

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