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Evaluating the tail of the distribution: the economic contributions of frequently awarded government R&D recipients

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  • Feldman, Maryann
  • Johnson, Evan E.
  • Bellefleur, Remi
  • Dowden, Savannah
  • Talukder, Eshika

Abstract

Government R&D programs are intended to assist in the commercialization of technology and provide for the greater public good. Among the primary instruments for this type of government action are competitive grants for small, high-tech businesses. However, there is a perception among scholars and administrators that a small number of firms receive a large number of awards without furthering government objectives. The term mill is a less than complimentary term used to reference a firm that receives multiple government R&D awards. The criticism is based on a belief that this group of firms do not advance innovative technologies and do not serve the needs of the awarding agency. As a result, there are attempts to limit the number of awards that firms receive, with limited consideration of the firms themselves and the role they play in the larger innovation system. We specifically examine the U.S. Small Business Innovation Research (SBIR) program, focusing on a group of firms at the extreme tail of the distribution of awards. We consider the business model employed by these firms, their patenting and licensing behavior, and the products they introduce to the market. We also consider their impacts as incubators of spinoff firms, research environments that augment human capital, and suppliers to government through procurement.

Suggested Citation

  • Feldman, Maryann & Johnson, Evan E. & Bellefleur, Remi & Dowden, Savannah & Talukder, Eshika, 2022. "Evaluating the tail of the distribution: the economic contributions of frequently awarded government R&D recipients," Research Policy, Elsevier, vol. 51(7).
    • Handle: RePEc:eee:respol:v:51:y:2022:i:7:s004873332200066x
    DOI: 10.1016/j.respol.2022.104539
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    1. Albert N. Link & John T. Scott, 2013. "Governments as entrepreneur: Evaluating the commercialization success of SBIR projects," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 2, pages 25-38, Edward Elgar Publishing.
    2. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    3. Albert N. Link & John T. Scott, 2013. "Private Investor Participation and Commercialization Rates for Government-sponsored Research and Development: Would a Prediction Market Improve the Performance of the SBIR Programme?," Chapters, in: Public Support of Innovation in Entrepreneurial Firms, chapter 11, pages 157-174, Edward Elgar Publishing.
    4. John Haltiwanger & Ron S. Jarmin & Robert Kulick & Javier Miranda, 2016. "High Growth Young Firms: Contribution to Job, Output, and Productivity Growth," NBER Chapters, in: Measuring Entrepreneurial Businesses: Current Knowledge and Challenges, pages 11-62, National Bureau of Economic Research, Inc.
    5. Edler, Jakob & Georghiou, Luke, 2007. "Public procurement and innovation--Resurrecting the demand side," Research Policy, Elsevier, vol. 36(7), pages 949-963, September.
    6. Auerswald, Philip E & Branscomb, Lewis M, 2003. "Valleys of Death and Darwinian Seas: Financing the Invention to Innovation Transition in the United States," The Journal of Technology Transfer, Springer, vol. 28(3-4), pages 227-239, August.
    7. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    8. Andrew Toole & Dirk Czarnitzki, 2007. "Biomedical Academic Entrepreneurship through the SBIR Program," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    9. Lanahan, Lauren & Joshi, Amol M. & Johnson, Evan, 2021. "Do public R&D subsidies produce jobs? Evidence from the SBIR/STTR program," Research Policy, Elsevier, vol. 50(7).
    10. Hiroyasu Inoue & Eiichi Yamaguchi, 2017. "Evaluation of the Small Business Innovation Research Program in Japan," SAGE Open, , vol. 7(1), pages 21582440176, February.
    11. Toby Stuart & Yanbo Wang, 2016. "Who cooks the books in China, and does it pay? Evidence from private, high‐technology firms," Strategic Management Journal, Wiley Blackwell, vol. 37(13), pages 2658-2676, December.
    12. Lauren Lanahan & Daniel Armanios, 2018. "Does More Certification Always Benefit a Venture?," Organization Science, INFORMS, vol. 29(5), pages 931-947, October.
    13. Eugenie Samuel Reich, 2013. "US research firms put under pressure to sell," Nature, Nature, vol. 499(7457), pages 137-138, July.
    14. Dimos, Christos & Pugh, Geoff, 2016. "The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature," Research Policy, Elsevier, vol. 45(4), pages 797-815.
    15. Donald Siegel & Charles Wessner, 2012. "Universities and the success of entrepreneurial ventures: evidence from the small business innovation research program," The Journal of Technology Transfer, Springer, vol. 37(4), pages 404-415, August.
    16. Martin, Stephen & Scott, John T., 2000. "The nature of innovation market failure and the design of public support for private innovation," Research Policy, Elsevier, vol. 29(4-5), pages 437-447, April.
    17. Sabrina T. Howell, 2017. "Financing Innovation: Evidence from R&D Grants," American Economic Review, American Economic Association, vol. 107(4), pages 1136-1164, April.
    18. Lerner, Josh, 1999. "The Government as Venture Capitalist: The Long-Run Impact of the SBIR Program," The Journal of Business, University of Chicago Press, vol. 72(3), pages 285-318, July.
    19. Scherer, F. M. & Harhoff, Dietmar, 2000. "Technology policy for a world of skew-distributed outcomes," Research Policy, Elsevier, vol. 29(4-5), pages 559-566, April.
    20. Scott J. Wallsten, 2000. "The Effects of Government-Industry R&D Programs on Private R&D: The Case of the Small Business Innovation Research Program," RAND Journal of Economics, The RAND Corporation, vol. 31(1), pages 82-100, Spring.
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    1. Feldman, Maryann & Fleming, Lee & Heaton, Sohvi & Desai, Sameeksha & Teece, David, 2022. "Uncommon methods and metrics for local entrepreneurial ecosystems," Research Policy, Elsevier, vol. 51(9).

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