IDEAS home Printed from https://ideas.repec.org/a/eee/respol/v52y2023i8s0048733323001099.html
   My bibliography  Save this article

Geographic isolation, trade secrecy, and innovation

Author

Listed:
  • Contigiani, Andrea
  • Testoni, Marco

Abstract

This paper studies the impact of geographic isolation on innovation. Geographically isolated regions have lower access to distant knowledge and, thus, may be less effective in producing innovation. In addition, this effect may be moderated by frictions in the labor market, such as trade secrecy protection, that hinder access to local knowledge. To explore this argument, we build a comprehensive dataset of US CBSAs for the period 1971–2014, combining data on travel time, trade secrecy protection, and patenting activity. We find that geographic isolation has a substantial negative impact on innovation quantity and quality. This relationship is at least partially explained by lower access to existing knowledge, as geographic isolation hinders collaboration and, to some extent, mobility. The negative effect is especially pronounced in regions characterized by strong trade secrecy protection. Overall, the evidence suggests that the combination of geographic isolation and trade secrecy protection is detrimental to the innovation performance of regions.

Suggested Citation

  • Contigiani, Andrea & Testoni, Marco, 2023. "Geographic isolation, trade secrecy, and innovation," Research Policy, Elsevier, vol. 52(8).
  • Handle: RePEc:eee:respol:v:52:y:2023:i:8:s0048733323001099
    DOI: 10.1016/j.respol.2023.104825
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0048733323001099
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.respol.2023.104825?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Michael Storper & Anthony J. Venables, 2004. "Buzz: face-to-face contact and the urban economy," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 351-370, August.
    2. I. P. L. Png, 2017. "Secrecy and Patents: Theory and Evidence from the Uniform Trade Secrets Act," Strategy Science, INFORMS, vol. 2(3), pages 176-193, September.
    3. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    4. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.
    5. Patricia L. Mokhtarian, 2002. "Telecommunications and Travel: The Case for Complementarity," Journal of Industrial Ecology, Yale University, vol. 6(2), pages 43-57, April.
    6. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    7. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    8. Nicholas Bloom & John Van Reenen & Heidi Williams, 2019. "A toolkit of policies to promote innovation," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 10.
    9. Martha L. Maznevski & Katherine M. Chudoba, 2000. "Bridging Space Over Time: Global Virtual Team Dynamics and Effectiveness," Organization Science, INFORMS, vol. 11(5), pages 473-492, October.
    10. Bronwyn H. Hall & Adam B. Jaffe & Manuel Trajtenberg, 2001. "The NBER Patent Citation Data File: Lessons, Insights and Methodological Tools," NBER Working Papers 8498, National Bureau of Economic Research, Inc.
    11. Lori Rosenkopf & Atul Nerkar, 2001. "Beyond local search: boundary‐spanning, exploration, and impact in the optical disk industry," Strategic Management Journal, Wiley Blackwell, vol. 22(4), pages 287-306, April.
    12. 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.
    13. Jeffrey Kuhn & Kenneth Younge & Alan Marco, 2020. "Patent citations reexamined," RAND Journal of Economics, RAND Corporation, vol. 51(1), pages 109-132, March.
    14. Mark J. Garmaise, 2011. "Ties that Truly Bind: Noncompetition Agreements, Executive Compensation, and Firm Investment," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 27(2), pages 376-425.
    15. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    16. Caroline Flammer & Aleksandra Kacperczyk, 2019. "Corporate social responsibility as a defense against knowledge spillovers: Evidence from the inevitable disclosure doctrine," Strategic Management Journal, Wiley Blackwell, vol. 40(8), pages 1243-1267, August.
    17. Evan Starr & Natarajan Balasubramanian & Natarajan Balasubramanian, 2018. "Screening Spinouts? How Noncompete Enforceability Affects the Creation, Growth, and Survival of New Firms," Management Science, INFORMS, vol. 64(2), pages 552-572, February.
    18. Michael Noel & Mark Schankerman, 2013. "Strategic Patenting and Software Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 61(3), pages 481-520, September.
    19. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    20. Gaspar, Jess & Glaeser, Edward L., 1998. "Information Technology and the Future of Cities," Journal of Urban Economics, Elsevier, vol. 43(1), pages 136-156, January.
    21. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    22. 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.
    23. Maria P. Roche, 2020. "Taking Innovation to the Streets: Microgeography, Physical Structure, and Innovation," The Review of Economics and Statistics, MIT Press, vol. 102(5), pages 912-928, December.
    24. 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.
    25. Ajay Agrawal & Alberto Galasso & Alexander Oettl, 2017. "Roads and Innovation," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 417-434, July.
    26. Nicholas Bloom & Steven J. Davis & Yulia Zhestkova, 2021. "COVID-19 Shifted Patent Applications toward Technologies That Support Working from Home," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 263-266, May.
    27. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    28. Castellaneta, Francesco & Conti, Raffaele & Veloso, Francisco M. & Kemeny, Carlos A., 2016. "The effect of trade secret legal protection on venture capital investments: Evidence from the inevitable disclosure doctrine," Journal of Business Venturing, Elsevier, vol. 31(5), pages 524-541.
    29. Francesco Castellaneta & Raffaele Conti & Francisco Veloso & Carlos Kemeny, 2016. "The effect of trade secret legal protection on venture capital investments: Evidence from the inevitable disclosure doctrine," Post-Print halshs-03902430, HAL.
    30. Francesco Calabrese & Zbigniew Smoreda & Vincent D Blondel & Carlo Ratti, 2011. "Interplay between Telecommunications and Face-to-Face Interactions: A Study Using Mobile Phone Data," PLOS ONE, Public Library of Science, vol. 6(7), pages 1-6, July.
    31. Shai Bernstein & Xavier Giroud & Richard R. Townsend, 2016. "The Impact of Venture Capital Monitoring," Journal of Finance, American Finance Association, vol. 71(4), pages 1591-1622, August.
    32. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2020. "How Do Travel Costs Shape Collaboration?," Management Science, INFORMS, vol. 66(8), pages 3340-3360, August.
    33. Bronwyn Hall & Christian Helmers & Mark Rogers & Vania Sena, 2014. "The Choice between Formal and Informal Intellectual Property: A Review," Journal of Economic Literature, American Economic Association, vol. 52(2), pages 375-423, June.
    34. Jaffe, Adam B, 1989. "Real Effects of Academic Research," American Economic Review, American Economic Association, vol. 79(5), pages 957-970, December.
    35. Juan Alcácer & Wilbur Chung, 2007. "Location Strategies and Knowledge Spillovers," Management Science, INFORMS, vol. 53(5), pages 760-776, May.
    36. Juan Alcácer & Mercedes Delgado, 2016. "Spatial Organization of Firms and Location Choices Through the Value Chain," Management Science, INFORMS, vol. 62(11), pages 3213-3234, November.
    37. Sarah Kaplan & Keyvan Vakili, 2015. "The double-edged sword of recombination in breakthrough innovation," Strategic Management Journal, Wiley Blackwell, vol. 36(10), pages 1435-1457, October.
    38. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "Real Effects of Academic Research: Comment," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 7, pages 83-87, Edward Elgar Publishing.
    39. 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.
    40. Evan Starr & Martin Ganco & Benjamin A. Campbell, 2018. "Strategic human capital management in the context of cross‐industry and within‐industry mobility frictions," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2226-2254, August.
    41. Christian Catalini, 2018. "Microgeography and the Direction of Inventive Activity," Management Science, INFORMS, vol. 64(9), pages 4348-4364, September.
    42. Evan P. Starr & J.J. Prescott & Norman D. Bishara, 2021. "Noncompete Agreements in the US Labor Force," Journal of Law and Economics, University of Chicago Press, vol. 64(1), pages 53-84.
    43. Sampsa Samila & Olav Sorenson, 2011. "Noncompete Covenants: Incentives to Innovate or Impediments to Growth," Management Science, INFORMS, vol. 57(3), pages 425-438, March.
    44. Scott Shane, 2001. "Technology Regimes and New Firm Formation," Management Science, INFORMS, vol. 47(9), pages 1173-1190, September.
    45. 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.
    46. Marx, Matt & Singh, Jasjit & Fleming, Lee, 2015. "Regional disadvantage? Employee non-compete agreements and brain drain," Research Policy, Elsevier, vol. 44(2), pages 394-404.
    47. Contigiani, Andrea & Hsu, David H. & Barankay, Iwan, 2018. "Trade secrets and innovation: Evidence from the "inevitable disclosure" doctrine," Discussion Papers, Research Unit: Economics of Change SP II 2018-303, WZB Berlin Social Science Center.
    48. Francesco Castellaneta, 2016. "The effect of trade secret legal protection on venture capital investments: Evidence from the inevitable disclosure doctrine," Post-Print halshs-03902431, HAL.
    49. Josh Lerner & Amit Seru, 2022. "The Use and Misuse of Patent Data: Issues for Finance and Beyond," The Review of Financial Studies, Society for Financial Studies, vol. 35(6), pages 2667-2704.
    50. Barankay, Iwan & Contigiani, Andrea & Hsu, David, 2018. "Trade Secrets and Innovation: Evidence from the “Inevitable Disclosure†Doctrine," CEPR Discussion Papers 13077, C.E.P.R. Discussion Papers.
    51. Marc Gruber & Dietmar Harhoff & Karin Hoisl, 2013. "Knowledge Recombination Across Technological Boundaries: Scientists vs. Engineers," Management Science, INFORMS, vol. 59(4), pages 837-851, April.
    52. Andrea Contigiani & David H. Hsu & Iwan Barankay, 2018. "Trade secrets and innovation: Evidence from the “inevitable disclosure” doctrine," Strategic Management Journal, Wiley Blackwell, vol. 39(11), pages 2921-2942, November.
    53. Furman, Jeffrey L. & Porter, Michael E. & Stern, Scott, 2002. "The determinants of national innovative capacity," Research Policy, Elsevier, vol. 31(6), pages 899-933, August.
    54. I. P. L. Png, 2017. "Law and Innovation: Evidence from State Trade Secrets Laws," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 167-179, March.
    55. Giovanni Peri, 2005. "Determinants of Knowledge Flows and Their Effect on Innovation," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 308-322, May.
    56. Lee Fleming, 2001. "Recombinant Uncertainty in Technological Search," Management Science, INFORMS, vol. 47(1), pages 117-132, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Carolina Castaldi, 2024. "The geography of urban innovation beyond patents only: New evidence on large and secondary cities in the United States," Urban Studies, Urban Studies Journal Limited, vol. 61(7), pages 1248-1272, May.

    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. Oz Shy & Rune Stenbacka, 2023. "Noncompete agreements, training, and wage competition," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(2), pages 328-347, April.
    2. Hyo Kang & Wyatt Lee, 2022. "How innovating firms manage knowledge leakage: A natural experiment on the threat of worker departure," Strategic Management Journal, Wiley Blackwell, vol. 43(10), pages 1961-1982, October.
    3. Wang, Fang, 2024. "Does the recombination of distant scientific knowledge generate valuable inventions? An analysis of pharmaceutical patents," Technovation, Elsevier, vol. 130(C).
    4. Evan Starr, 2019. "Consider This: Training, Wages, and the Enforceability of Covenants Not to Compete," ILR Review, Cornell University, ILR School, vol. 72(4), pages 783-817, August.
    5. 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.
    6. Tubiana, Matteo & Miguelez, Ernest & Moreno, Rosina, 2022. "In knowledge we trust: Learning-by-interacting and the productivity of inventors," Research Policy, Elsevier, vol. 51(1).
    7. William R. Kerr & Frederic Robert-Nicoud, 2020. "Tech Clusters," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 50-76, Summer.
    8. 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.
    9. Sofka, Wolfgang & de Faria, Pedro & Shehu, Edlira, 2018. "Protecting knowledge: How legal requirements to reveal information affect the importance of secrecy," Research Policy, Elsevier, vol. 47(3), pages 558-572.
    10. Wang, Runhua, 2021. "Information asymmetry and the inefficiency of informal ip strategies within employment relationships," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    11. 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.
    12. 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.
    13. Long, Cheryl Xiaoning & Yi, Wei, 2024. "Information effects of high-speed rail: Evidence from patent citations in China," China Economic Review, Elsevier, vol. 84(C).
    14. Dan Hu & Eunju Lee & Bingxin Li, 2023. "Trade secrets protection and stock price crash risk," The Financial Review, Eastern Finance Association, vol. 58(2), pages 395-421, May.
    15. Rosina Moreno & Ernest Miguélez, 2012. "A Relational Approach To The Geography Of Innovation: A Typology Of Regions," Journal of Economic Surveys, Wiley Blackwell, vol. 26(3), pages 492-516, July.
    16. Diemer, Andreas & Regan, Tanner, 2022. "No inventor is an island: Social connectedness and the geography of knowledge flows in the US," Research Policy, Elsevier, vol. 51(2).
    17. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," 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 381-410, Elsevier.
    18. Cristobal Cheyre & Steven Klepper & Francisco Veloso, 2015. "Spinoffs and the Mobility of U.S. Merchant Semiconductor Inventors," Management Science, INFORMS, vol. 61(3), pages 487-506, March.
    19. Leone, Maria Isabella & Messeni Petruzzelli, Antonio & Natalicchio, Angelo, 2022. "Boundary spanning through external technology acquisition: The moderating role of star scientists and upstream alliances," Technovation, Elsevier, vol. 116(C).
    20. Martin Ganco & Cameron D. Miller & Puay Khoon Toh, 2020. "From litigation to innovation: Firms' ability to litigate and technological diversification through human capital," Strategic Management Journal, Wiley Blackwell, vol. 41(13), pages 2436-2473, December.

    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:eee:respol:v:52:y:2023:i:8:s0048733323001099. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/respol .

    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.