IDEAS home Printed from https://ideas.repec.org/a/inm/ororsc/v32y2021i3p675-707.html
   My bibliography  Save this article

How Local Industry R&D Shapes Academic Research: Evidence from the Agricultural Biotechnology Revolution

Author

Listed:
  • Eunhee Sohn

    (Ernest Scheller Jr. College of Business, Georgia Institute of Technology, Atlanta, Georgia 30308)

Abstract

This paper investigates how industry research and development (R&D) may shape the rate and direction of research at geographically proximate universities and explores the mechanisms leading to such geographical localization of industry influence. Endogeneity concerns related to the selection of industry location were addressed by using the unique setting of the agricultural biotechnology revolution of the 1980s. The emergence of plant biotechnology spurred the entry of nonbiotechnology agribusiness incumbents into genetic engineering, creating a quasi-natural experiment for universities located near the company R&D headquarters. Relative to the control universities identified by coarsened exact matching, the universities within a 50-mile radius of the incumbent R&D headquarters show an approximate 28.5% increase in industry-relevant research output after the company’s entry into agricultural biotechnology R&D. The effect of industry R&D is stronger for research on major cash crops. Additional analysis suggests that local university-industry coauthorships, which proxy for local industry funding, may be a leading mechanism behind the effect. Overall, the results highlight the roles of R&D-intensive anchor tenants in the geography of academic knowledge production. The findings are relevant for regional policymakers and managers considering strategic placements of corporate R&D locations.

Suggested Citation

  • 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.
  • Handle: RePEc:inm:ororsc:v:32:y:2021:i:3:p:675-707
    DOI: 10.1287/orsc.2020.1407
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/orsc.2020.1407
    Download Restriction: no

    File URL: https://libkey.io/10.1287/orsc.2020.1407?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Mahka Moeen & Rajshree Agarwal, 2017. "Incubation of an industry: Heterogeneous knowledge bases and modes of value capture," Strategic Management Journal, Wiley Blackwell, vol. 38(3), pages 566-587, March.
    2. Henry G. Overman & Diego Puga, 2010. "Labor Pooling as a Source of Agglomeration: An Empirical Investigation," NBER Chapters, in: Agglomeration Economics, pages 133-150, National Bureau of Economic Research, Inc.
    3. Guido Buenstorf & Steven Klepper, 2009. "Heritage and Agglomeration: The Akron Tyre Cluster Revisited," Economic Journal, Royal Economic Society, vol. 119(537), pages 705-733, April.
    4. Heidi L. Williams, 2013. "Intellectual Property Rights and Innovation: Evidence from the Human Genome," Journal of Political Economy, University of Chicago Press, vol. 121(1), pages 1-27.
    5. Gulbrandsen, Magnus & Smeby, Jens-Christian, 2005. "Industry funding and university professors' research performance," Research Policy, Elsevier, vol. 34(6), pages 932-950, August.
    6. Sylvie Bonny, 2017. "Corporate Concentration and Technological Change in the Global Seed Industry," Sustainability, MDPI, vol. 9(9), pages 1-25, September.
    7. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    8. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    9. Sharon Belenzon & Mark Schankerman, 2013. "Spreading the Word: Geography, Policy, and Knowledge Spillovers," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 884-903, July.
    10. Richard Jensen & Jerry Thursby & Marie C. Thursby, 2010. "University-Industry Spillovers, Government Funding, and Industrial Consulting," NBER Working Papers 15732, National Bureau of Economic Research, Inc.
    11. Jonas Lundberg & Göran Tomson & Inger Lundkvist & John Sk?r & Mats Brommels, 2006. "Collaboration uncovered: Exploring the adequacy of measuring university-industry collaboration through co-authorship and funding," Scientometrics, Springer;Akadémiai Kiadó, vol. 69(3), pages 575-589, December.
    12. Naomi Hausman, 2012. "University Innovation, Local Economic Growth, and Entrepreneurship," Working Papers 12-10, Center for Economic Studies, U.S. Census Bureau.
    13. Michael Greenstone & Richard Hornbeck & Enrico Moretti, 2010. "Identifying Agglomeration Spillovers: Evidence from Winners and Losers of Large Plant Openings," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 536-598, June.
    14. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    15. Balconi, Margherita & Brusoni, Stefano & Orsenigo, Luigi, 2010. "In defence of the linear model: An essay," Research Policy, Elsevier, vol. 39(1), pages 1-13, February.
    16. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    17. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    18. Stephan, Paula E., 2010. "The Economics of Science," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 217-273, Elsevier.
    19. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    20. Juan Alcácer & Wilbur Chung, 2007. "Location Strategies and Knowledge Spillovers," Management Science, INFORMS, vol. 53(5), pages 760-776, May.
    21. Julia Porter Liebeskind & Amalya Lumerman Oliver & Lynne Zucker & Marilynn Brewer, 1996. "Social networks, Learning, and Flexibility: Sourcing Scientific Knowledge in New Biotechnology Firms," Organization Science, INFORMS, vol. 7(4), pages 428-443, August.
    22. Fabrizio, Kira R. & Di Minin, Alberto, 2008. "Commercializing the laboratory: Faculty patenting and the open science environment," Research Policy, Elsevier, vol. 37(5), pages 914-931, June.
    23. Carayol, Nicolas & Matt, Mireille, 2004. "Does research organization influence academic production?: Laboratory level evidence from a large European university," Research Policy, Elsevier, vol. 33(8), pages 1081-1102, October.
    24. Christian Catalini, 2018. "Microgeography and the Direction of Inventive Activity," Management Science, INFORMS, vol. 64(9), pages 4348-4364, September.
    25. Pierre Azoulay & Joshua S. Graff Zivin & Jialan Wang, 2010. "Superstar Extinction," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 549-589.
    26. 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.
    27. Matt Marx & Deborah Strumsky & Lee Fleming, 2009. "Mobility, Skills, and the Michigan Non-Compete Experiment," Management Science, INFORMS, vol. 55(6), pages 875-889, June.
    28. Frank T. Rothaermel & Shanti D. Agung & Lin Jiang, 2007. "University entrepreneurship: a taxonomy of the literature," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 691-791, August.
    29. Bania, Neil & Eberts, Randall W & Fogarty, Michael S, 1993. "Universities and the Startup of New Companies: Can We Generalize from Route 128 and Silicon Valley?," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 761-766, November.
    30. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    31. Markus Perkmann & Kathryn Walsh, 2009. "The two faces of collaboration: impacts of university-industry relations on public research," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(6), pages 1033-1065, December.
    32. Jeffrey L. Furman & Megan MacGarvie, 2009. "Academic collaboration and organizational innovation: the development of research capabilities in the US pharmaceutical industry, 1927--1946," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(5), pages 929-961, October.
    33. Zucker, Lynne G & Darby, Michael R & Armstrong, Jeff, 1998. "Geographically Localized Knowledge: Spillovers or Markets?," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 65-86, January.
    34. Hanna Hottenrott & Cornelia Lawson, 2014. "Research grants, sources of ideas and the effects on academic research," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(2), pages 109-133, March.
    35. Katz, Eliakim & Ziderman, Adrian, 1990. "Investment in General Training: The Role of Information and Labour Mobility," Economic Journal, Royal Economic Society, vol. 100(403), pages 1147-1158, December.
    36. Murray, Fiona & Stern, Scott, 2007. "Do formal intellectual property rights hinder the free flow of scientific knowledge?: An empirical test of the anti-commons hypothesis," Journal of Economic Behavior & Organization, Elsevier, vol. 63(4), pages 648-687, August.
    37. Fiona E. Murray & Scott Stern, 2007. "Do Formal Intellectual Property Rights Hinder the Free Flow of Scientific Knowledge?: An Empirical Test of the Anti-Commons Hypothesis," NBER Chapters, in: Academic Science and Entrepreneurship: Dual Engines of Growth, National Bureau of Economic Research, Inc.
    38. Goldfarb, Brent, 2008. "The effect of government contracting on academic research: Does the source of funding affect scientific output," Research Policy, Elsevier, vol. 37(1), pages 41-58, February.
    39. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    40. Poh Kam Wong & Annette Singh, 2013. "Do co-publications with industry lead to higher levels of university technology commercialization activity?," Scientometrics, Springer;Akadémiai Kiadó, vol. 97(2), pages 245-265, November.
    41. Mansfield, Edwin, 1995. "Academic Research Underlying Industrial Innovations:," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 55-65, February.
    42. David Huffman & John M. Quigley, 2002. "The role of the university in attracting high tech entrepreneurship: A Silicon Valley tale," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 36(3), pages 403-419.
    43. Rosenberg, Nathan & Nelson, Richard R., 1994. "American universities and technical advance in industry," Research Policy, Elsevier, vol. 23(3), pages 323-348, May.
    44. A. Payne, 2001. "Measuring the Effect of Federal Research Funding on Private Donations at Research Universities: Is Federal Research Funding More than a Substitute for Private Donations?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 8(5), pages 731-751, November.
    45. Perkmann, Markus & Tartari, Valentina & McKelvey, Maureen & Autio, Erkko & Broström, Anders & D’Este, Pablo & Fini, Riccardo & Geuna, Aldo & Grimaldi, Rosa & Hughes, Alan & Krabel, Stefan & Kitson, Mi, 2013. "Academic engagement and commercialisation: A review of the literature on university–industry relations," Research Policy, Elsevier, vol. 42(2), pages 423-442.
    46. Alexander Oettl, 2012. "Reconceptualizing Stars: Scientist Helpfulness and Peer Performance," Management Science, INFORMS, vol. 58(6), pages 1122-1140, June.
    47. Shimeng Liu, 2015. "Spillovers from Universities: Evidence from the Land-Grant Program," Working Paper 9410, USC Lusk Center for Real Estate.
    48. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    49. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    50. 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.
    51. Connolly, Laura S., 1997. "Does external funding of academic research crowd out institutional support?," Journal of Public Economics, Elsevier, vol. 64(3), pages 389-406, June.
    52. Deepak Hegde & Justin Tumlinson, 2014. "Does Social Proximity Enhance Business Partnerships? Theory and Evidence from Ethnicity's Role in U.S. Venture Capital," Management Science, INFORMS, vol. 60(9), pages 2355-2380, September.
    53. Scott Stern, 2004. "Do Scientists Pay to Be Scientists?," Management Science, INFORMS, vol. 50(6), pages 835-853, June.
    54. Janet Bercovitz & Maryann Feldman, 2006. "Entpreprenerial Universities and Technology Transfer: A Conceptual Framework for Understanding Knowledge-Based Economic Development," The Journal of Technology Transfer, Springer, vol. 31(1), pages 175-188, January.
    55. Liu, Shimeng, 2015. "Spillovers from universities: Evidence from the land-grant program," Journal of Urban Economics, Elsevier, vol. 87(C), pages 25-41.
    56. Pierre Azoulay & Waverly Ding & Toby Stuart, 2009. "The Impact Of Academic Patenting On The Rate, Quality And Direction Of (Public) Research Output," Journal of Industrial Economics, Wiley Blackwell, vol. 57(4), pages 637-676, December.
    57. Roman Fudickar & Hanna Hottenrott & Cornelia Lawson, 2018. "What’s the price of academic consulting? Effects of public and private sector consulting on academic research," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(4), pages 699-722.
    58. Michaël Bikard & Keyvan Vakili & Florenta Teodoridis, 2019. "When Collaboration Bridges Institutions: The Impact of University–Industry Collaboration on Academic Productivity," Organization Science, INFORMS, vol. 30(2), pages 426-445, March.
    59. Katz, J. Sylvan & Martin, Ben R., 1997. "What is research collaboration?," Research Policy, Elsevier, vol. 26(1), pages 1-18, March.
    60. Sauermann, Henry & Roach, Michael, 2014. "Not all scientists pay to be scientists: PhDs’ preferences for publishing in industrial employment," Research Policy, Elsevier, vol. 43(1), pages 32-47.
    61. 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.
    62. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    63. Jason Owen-Smith & Walter W. Powell, 2004. "Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community," Organization Science, INFORMS, vol. 15(1), pages 5-21, February.
    64. Mansfield, Edwin & Lee, Jeong-Yeon, 1996. "The modern university: contributor to industrial innovation and recipient of industrial R&D support," Research Policy, Elsevier, vol. 25(7), pages 1047-1058, October.
    65. Shawn Kantor & Alexander Whalley, 2019. "Research Proximity and Productivity: Long-Term Evidence from Agriculture," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 819-854.
    66. Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
    67. Agrawal, Ajay & Cockburn, Iain, 2003. "The anchor tenant hypothesis: exploring the role of large, local, R&D-intensive firms in regional innovation systems," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1227-1253, November.
    Full references (including those not matched with items on IDEAS)

    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. Andrea Bonaccorsi & Daniele Biancardi & Mabel Sanchez Barrioluengo & Federico Biagi, 2019. "Study on Higher Education Institutions and Local Development," JRC Research Reports JRC117272, Joint Research Centre.
    2. Tobias Schlegel & Curdin Pfister & Dietmar Harhoff & Uschi Backes-Gellner, 2022. "Innovation effects of universities of applied sciences: an assessment of regional heterogeneity," The Journal of Technology Transfer, Springer, vol. 47(1), pages 63-118, February.
    3. Banal-Estañol, Albert & Jofre-Bonet, Mireia & Lawson, Cornelia, 2015. "The double-edged sword of industry collaboration: Evidence from engineering academics in the UK," Research Policy, Elsevier, vol. 44(6), pages 1160-1175.
    4. Michaël Bikard & Keyvan Vakili & Florenta Teodoridis, 2019. "When Collaboration Bridges Institutions: The Impact of University–Industry Collaboration on Academic Productivity," Organization Science, INFORMS, vol. 30(2), pages 426-445, March.
    5. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    6. Ernest Miguélez & Rosina Moreno, 2013. "Do Labour Mobility and Technological Collaborations Foster Geographical Knowledge Diffusion? The Case of European Regions," Growth and Change, Wiley Blackwell, vol. 44(2), pages 321-354, June.
    7. Hottenrott, Hanna & Lawson, Cornelia, 2017. "Fishing for complementarities: Research grants and research productivity," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 1-38.
    8. Blandinieres, Florence & Pellens, Maikel, 2021. "Scientist's industry engagement and the research agenda: Evidence from Germany," ZEW Discussion Papers 21-001, ZEW - Leibniz Centre for European Economic Research.
    9. Foray, Dominique & Lissoni, Francesco, 2010. "University Research and Public–Private Interaction," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 275-314, Elsevier.
    10. Perkmann, Markus & King, Zella & Pavelin, Stephen, 2011. "Engaging excellence? Effects of faculty quality on university engagement with industry," Research Policy, Elsevier, vol. 40(4), pages 539-552, May.
    11. William R. Kerr & Frederic Robert-Nicoud, 2020. "Tech Clusters," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 50-76, Summer.
    12. Alessandra Scandura & Simona Iammarino, 2022. "Academic engagement with industry: the role of research quality and experience," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1000-1036, August.
    13. Ernest Miguele & Rosina Moreno, 2012. "Do labour mobility and networks foster geographical knowledge diffusion? The case of European regions," Working Papers XREAP2012-14, Xarxa de Referència en Economia Aplicada (XREAP), revised Jul 2012.
    14. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    15. Gans, Joshua S. & Murray, Fiona E. & Stern, Scott, 2017. "Contracting over the disclosure of scientific knowledge: Intellectual property and academic publication," Research Policy, Elsevier, vol. 46(4), pages 820-835.
    16. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342, April.
    17. Jong, Simcha & Slavova, Kremena, 2014. "When publications lead to products: The open science conundrum in new product development," Research Policy, Elsevier, vol. 43(4), pages 645-654.
    18. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    19. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    20. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
    21. Christos Kolympiris & Nicholas Kalaitzandonakes, 2013. "Geographic scope of proximity effects among small life sciences firms," Small Business Economics, Springer, vol. 40(4), pages 1059-1086, May.
    22. Michaël Bikard & Matt Marx, 2020. "Bridging Academia and Industry: How Geographic Hubs Connect University Science and Corporate Technology," Management Science, INFORMS, vol. 66(8), pages 3425-3443, August.

    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:inm:ororsc:v:32:y:2021:i:3:p:675-707. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.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.