How does agency workforce diversity influence Federal R&D funding of minority and women technology entrepreneurs? An analysis of the SBIR and STTR programs, 2001–2011

  • Amol M. Joshi
  • Todd M. Inouye
  • Jeffrey A. Robinson
Article

Abstract

US Small Business Innovation Research (SBIR) and Small Business Technology Transfer (STTR) programs provide Federal research and development (R&D) grants to technology ventures. We explore how grantor demographic diversity explains why demographically diverse grantees experience different odds for successfully transitioning from initial to follow-on R&D grants. We empirically analyze 52,126 Phase I SBIR/STTR awards granted by 11 Federal agencies (2001–2011). We find a positive association between agency workforce diversity and Phase II funding for Phase I grantees, but minority and women technology entrepreneurs are less likely to receive this funding than their non-minority and male counterparts. Agencies valuing workforce ethnic diversity or leveraging gender homophily positively influence the likelihood of women technology entrepreneurs obtaining Phase II funding. We discuss evidence-based implications for policy and practice.

Keywords

Entrepreneurship Economics of minorities Economics of gender Technological innovation R&D 

JEL classifications

L26 J15 J16 O32 O38 

Notes

Acknowledgements

We would like to express our sincere appreciation and gratitude to Tim Bates, Bill Bradford, Rob Seamans, Alicia Robb, Maryann Feldman, Michael Verchot, and two anonymous reviewers for their helpful insights and valuable feedback on earlier versions of this paper. We also thank NASA and our fellow participants in two Kauffman Minority Entrepreneurship Conferences held in San Francisco and Anaheim in 2016. This research is funded in part by the Ewing Marion Kauffman Foundation and the Rutgers Center for Urban Entrepreneurship & Economic Development. The contents of this publication are solely the responsibility of the authors.

References

  1. Aldrich, H. E. (1989). Networking among women entrepreneurs. Women-Owned Businesses, 103, 132.Google Scholar
  2. Aldrich, H. E., & Waldinger, R. (1990). Ethnicity and entrepreneurship. Annual Review of Sociology, 111–135.Google Scholar
  3. Allison, P. D. (1999). Comparing logit and probit coefficients across groups. Sociological Methods & Research, 28(2), 186–208.CrossRefGoogle Scholar
  4. Audretsch, D. B. (2003). Standing on the shoulders of midgets: The US Small Business Innovation Research program (SBIR). Small Business Economics, 20(2), 129–135.CrossRefGoogle Scholar
  5. Audretsch, D. B., Link, A. N., & Scott, J. T. (2002). Public/private technology partnerships: Evaluating SBIR-supported research. Research Policy, 31(1), 145–158.CrossRefGoogle Scholar
  6. Baron, J. (1993). The small business technology transfer (STTR) program: converting research into economic strength. Economic Development Review, 11(4), 63.Google Scholar
  7. Bates, T., & Robb, A. (2015). Has the community reinvestment act increased loan availability among small businesses operating in minority neighbourhoods? Urban Studies, 52, 1702–1721.CrossRefGoogle Scholar
  8. Borgatti, S. P., & Cross, R. (2003). A relational view of information seeking and learning in social networks. Management Science, 49(4), 432–445.CrossRefGoogle Scholar
  9. Cheav, V. (2013). Programs of parity: current and historical understandings of the small business Act’s section 8 (a) and HUBZone programs. DePaul Business and Commercial Law Journal, 12, 477.Google Scholar
  10. Cooper, R. S. (2003). Purpose and performance of the Small Business Innovation Research (SBIR) program. Small Business Economics, 20(2), 137–151.CrossRefGoogle Scholar
  11. Delgado, M., Porter, M. E., & Stern, S. (2014). Clusters, convergence, and economic performance. Research Policy, 43(10), 1785–1799.CrossRefGoogle Scholar
  12. Elsass, P. M., & Graves, L. M. (1997). Demographic diversity in decision-making groups: the experiences of women and people of color. Academy of Management Review, 22(4), 946–973.Google Scholar
  13. Elston, J. A., & Audretsch, D. B. (2011). Financing the entrepreneurial decision: an empirical approach using experimental data on risk attitudes. Small Business Economics, 36(2), 209–222.CrossRefGoogle Scholar
  14. Ford, B. K., Sander, E., Shino, K. J., & Hardin, J. M. (2008). SBIR and STTR programs: the private sector, public sector and university trifecta. Journal of Research Administration, 39(1), 58–77.Google Scholar
  15. Gansler, J., & Shivakumar, S. (2015). SBIR/STTR at the National Institutes of Health. Washington, D.C: The National Academies of Sciences, Engineering and Medicine.Google Scholar
  16. Gicheva, D., & Link, A. N. (2013). Leveraging entrepreneurship through private investments: does gender matter? Small Business Economics, 40(2), 199–210.CrossRefGoogle Scholar
  17. Gicheva, D., & Link, A. N. (2015). The gender gap in federal and private support for entrepreneurship. Small Business Economics, 45(4), 729–733.CrossRefGoogle Scholar
  18. Gilbert, B. A., Audretsch, D. B., & McDougall, P. P. (2004). The emergence of entrepreneurship policy. Small Business Economics, 22(3–4), 313–323.CrossRefGoogle Scholar
  19. Grossman, G. M., & Helpman, E. (1993). Endogenous innovation in the theory of growth. Cambridge: National Bureau of Economic Research.CrossRefGoogle Scholar
  20. Hoetker, G. P. (2004). Confounded coefficients: extending recent advances in the accurate comparison of logit and probit coefficients across groups. Available at SSRN 609104.Google Scholar
  21. Hoetker, G. P. (2007). The use of logit and probit models in strategic management research: Critical issues. Strategic Management Journal, 28(4), 331–343.CrossRefGoogle Scholar
  22. Jackson, S. E., & Joshi, A. (2004). Diversity in social context: a multi-attribute, multilevel analysis of team diversity and sales performance. Journal of Organizational Behavior, 25(6), 675–702.CrossRefGoogle Scholar
  23. Jackson, S. E., May, K. E., & Whitney, K. (1995). Understanding the dynamics of diversity in decision-making teams. Team effectiveness and decision making in organizations, 204, 261.Google Scholar
  24. Jackson, S. E., Joshi, A., & Erhardt, N. L. (2003). Recent research on team and organizational diversity: SWOT analysis and implications. Journal of Management, 29(6), 801–830.CrossRefGoogle Scholar
  25. Jones, S. R. (2007). Supporting urban entrepreneurs: law, policy, and the role of lawyers in small business development. Western New England Law Review, 30, 71.Google Scholar
  26. Joshi, A. M. (2014). Innovation policy. In: The Palgrave Encyclopedia of Strategic Management (pp. 5). Basingstoke: Palgrave Macmillan.Google Scholar
  27. Joshi, A., & Roh, H. (2009). The role of context in work team diversity research: a meta-analytic review. Academy of Management Journal, 52(3), 599–627.CrossRefGoogle Scholar
  28. Joshi, A., Liao, H., & Jackson, S. E. (2006). Cross-level effects of workplace diversity on sales performance and pay. Academy of Management Journal, 49(3), 459–481.CrossRefGoogle Scholar
  29. Joshi, A., Liao, H., & Roh, H. (2011). Bridging domains in workplace demography research: a review and reconceptualization. Journal of Management, 37(2), 521–552.CrossRefGoogle Scholar
  30. Kalnins, A., & Chung, W. (2006). Social capital, geography, and survival: Gujarati immigrant entrepreneurs in the US lodging industry. Management Science, 52(2), 233–247.CrossRefGoogle Scholar
  31. Kariv, D., Menzies, T. V., Brenner, G. A., & Filion, L. J. (2009). Transnational networking and business performance: ethnic entrepreneurs in Canada. Entrepreneurship and Regional Development, 21(3), 239–264.CrossRefGoogle Scholar
  32. King, R. G., & Levine, R. (1993). Finance, entrepreneurship and growth. Journal of Monetary Economics, 32(3), 513–542.CrossRefGoogle Scholar
  33. Kochan, T., Bezrukova, K., Ely, R., Jackson, S., Joshi, A., Jehn, K., et al. (2003). The effects of diversity on business performance: report of the diversity research network. Human Resource Management, 42(1), 3–21.CrossRefGoogle Scholar
  34. Lanahan, L. (2016). Multilevel public funding for small business innovation: A review of US state SBIR match programs. The Journal of Technology Transfer, 41(2), 220–249.Google Scholar
  35. Lanahan, L., & Feldman, M. P. (2015). Multilevel innovation policy mix: a closer look at state policies that augment the federal SBIR program. Research Policy, 44(7), 1387–1402.CrossRefGoogle Scholar
  36. Lau, D. C., & Murnighan, J. K. (1998). Demographic diversity and faultlines: the compositional dynamics of organizational groups. Academy of Management Review, 23(2), 325–340.Google Scholar
  37. Lerner, J. (2000). The government as venture capitalist: the long-run impact of the SBIR program. The Journal of Private Equity, 3(2), 55–78.CrossRefGoogle Scholar
  38. Link, A. N., & Ruhm, C. J. (2009). Bringing science to market: Commercializing from NIH SBIR awards. Economics of Innovation and New Technology, 18(4), 381–402.Google Scholar
  39. Link, A. N., & Ruhm, C. J. (2011). Public knowledge, private knowledge: the intellectual capital of entrepreneurs. Small Business Economics, 36(1), 1–14.Google Scholar
  40. Link, A. N., & Scott, J. T. (2010). Government as entrepreneur: Evaluating the commercialization success of SBIR projects. Research Policy, 39(5), 589–601.Google Scholar
  41. McKay, P. F., Avery, D. R., & Morris, M. A. (2008). Mean racial-ethnic differences in employee sales performance: the moderating role of diversity climate. Personnel Psychology, 61(2), 349–374.CrossRefGoogle Scholar
  42. McPherson, M., Smith-Lovin, L., & Cook, J. M. (2001). Birds of a feather: homophily in social networks. Annual Review of Sociology, 27, 415–444.CrossRefGoogle Scholar
  43. Miller, K. L. (1999). Moving from the racial battleground to the economic common ground. Small & Emerging Business Law, 367, 374.Google Scholar
  44. Rauch, J. E., & Trindade, V. (2002). Ethnic Chinese networks in international trade. Review of Economics and Statistics, 84(1), 116–130.CrossRefGoogle Scholar
  45. Richard, O. C. (2000). Racial diversity, business strategy, and firm performance: a resource-based view. Academy of Management Journal, 43(2), 164–177.CrossRefGoogle Scholar
  46. Robinson, J. A. (2007). Urban entrepreneurship: patterns and policy. Western New England Law Review, 30, 103.Google Scholar
  47. Romer, P. M. (1990). Endogenous technological change. The Journal of Political Economy, 98(5), S71–S102 Part 2: The Problem of Development: A Conference of the Institute for the Study of Free Enterprise Systems.CrossRefGoogle Scholar
  48. Romer, P. M. (1994). The origins of endogenous growth. Journal of Economic Perspectives, 8(1), 3–22.CrossRefGoogle Scholar
  49. Sen, M. (2014). How judicial qualification ratings may disadvantage minority and female candidates. Journal of Law and Courts, 2(1), 33–65.CrossRefGoogle Scholar
  50. Stuart, T. E., & Sorenson, O. (2007). Strategic networks and entrepreneurial ventures. Strategic Entrepreneurship Journal, 1(3–4), 211–227.CrossRefGoogle Scholar
  51. Wessner, C. W. (2000). The Small Business Innovation Research program: an assessment of the Department of Defense fast track initiative. Washington, DC: National Academy Press.Google Scholar
  52. Williams, K. Y., & O’Reilly III, C. A. (1998). A review of 40 years of research. Research in Organizational Behavior, 20, 77–140.Google Scholar

Copyright information

© Springer Science+Business Media New York 2017

Authors and Affiliations

  • Amol M. Joshi
    • 1
  • Todd M. Inouye
    • 2
  • Jeffrey A. Robinson
    • 3
  1. 1.College of BusinessOregon State UniversityCorvallisUSA
  2. 2.College of BusinessNiagara UniversityNiagara UniversityUSA
  3. 3.Rutgers Business SchoolRutgers UniversityNew BrunswickUSA

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