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A spatial–temporal network analysis of patent transfers from U.S. universities to firms

Author

Listed:
  • Tao Hu

    (Harvard University
    Wuhan University)

  • Yin Zhang

    (Kent State University)

Abstract

Universities play an important role in innovation development and are being recognized as a critical element for the global competitiveness of firms. However, there have been very few large-scale empirical studies using public patent transfer datasets to examine patent transfers from universities to firms. This study proposes a workflow that maps and integrates U.S. Patent and Trademark Office issued patent records with patent assignment datasets to result in the study data covering patents and their transfer transactions from 1990 to 2016. This study focuses on patent transfers from U.S. universities for a spatial–temporal analysis at three levels: institutional, state, and national. In addition, the study identifies a technology-oriented network among universities, firms, and technological areas and supports the notion that patent transfers coincide with the development and change of a local region and are affected and driven by policies, economic development, and cultural factors. This study reveals that the geographical distance of patent transfers has been shortened over time, suggesting more local and regional collaborations among universities and businesses. The results of the study can help identify emerging development fields in a given region, potentially leading to policy applications for research and development, strategic planning, and building effective collaboration networks between universities and businesses.

Suggested Citation

  • Tao Hu & Yin Zhang, 2021. "A spatial–temporal network analysis of patent transfers from U.S. universities to firms," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(1), pages 27-54, January.
    • Handle: RePEc:spr:scient:v:126:y:2021:i:1:d:10.1007_s11192-020-03745-6
    DOI: 10.1007/s11192-020-03745-6
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    References listed on IDEAS

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    1. Lanjouw, Jean O & Schankerman, Mark, 2001. "Characteristics of Patent Litigation: A Window on Competition," RAND Journal of Economics, The RAND Corporation, vol. 32(1), pages 129-151, Spring.
    2. Loet Leydesdorff & Duncan Kushnir & Ismael Rafols, 2014. "Interactive overlay maps for US patent (USPTO) data based on International Patent Classification (IPC)," Scientometrics, Springer;Akadémiai Kiadó, vol. 98(3), pages 1583-1599, March.
    3. José Luis Ortega, 2011. "Collaboration patterns in patent networks and their relationship with the transfer of technology: the case study of the CSIC patents," Scientometrics, Springer;Akadémiai Kiadó, vol. 87(3), pages 657-666, June.
    4. Hsu, David W.L. & Shen, Yung-Chi & Yuan, Benjamin J.C. & Chou, Chiyan James, 2015. "Toward successful commercialization of university technology: Performance drivers of university technology transfer in Taiwan," Technological Forecasting and Social Change, Elsevier, vol. 92(C), pages 25-39.
    5. Friedman, Joseph & Silberman, Jonathan, 2003. "University Technology Transfer: Do Incentives, Management, and Location Matter?," The Journal of Technology Transfer, Springer, vol. 28(1), pages 17-30, January.
    6. O’Kane, Conor & Mangematin, Vincent & Geoghegan, Will & Fitzgerald, Ciara, 2015. "University technology transfer offices: The search for identity to build legitimacy," Research Policy, Elsevier, vol. 44(2), pages 421-437.
    7. Alberto Galasso & Mark Schankerman & Carlos J. Serrano, 2013. "Trading and enforcing patent rights," RAND Journal of Economics, RAND Corporation, vol. 44(2), pages 275-312, June.
    8. Drivas, Kyriakos & Economidou, Claire & Karkalakos, Sotiris & Tsionas, Efthymios G., 2016. "Mobility of knowledge and local innovation activity," European Economic Review, Elsevier, vol. 85(C), pages 39-61.
    9. Jiming Hu & Yin Zhang, 2017. "Discovering the interdisciplinary nature of Big Data research through social network analysis and visualization," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(1), pages 91-109, July.
    10. Figueroa, Nicolás & Serrano, Carlos J., 2019. "Patent trading flows of small and large firms," Research Policy, Elsevier, vol. 48(7), pages 1601-1616.
    11. 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.
    12. Conor O'Kane & Vincent Mangematin & Will Geoghegan & Ciara Fitzgerald, 2015. "University Technology Transfer offices : the search for identity to build legimacy," Post-Print hal-01072998, HAL.
    13. Siegel, Donald S. & Waldman, David & Link, Albert, 2003. "Assessing the impact of organizational practices on the relative productivity of university technology transfer offices: an exploratory study," Research Policy, Elsevier, vol. 32(1), pages 27-48, January.
    14. Jerry G. Thursby & Marie C. Thursby, 2002. "Who Is Selling the Ivory Tower? Sources of Growth in University Licensing," Management Science, INFORMS, vol. 48(1), pages 90-104, January.
    15. Carlos J. Serrano, 2010. "The dynamics of the transfer and renewal of patents," RAND Journal of Economics, RAND Corporation, vol. 41(4), pages 686-708, December.
    16. Marcel Hülsbeck & Erik Lehmann & Alexander Starnecker, 2013. "Performance of technology transfer offices in Germany," The Journal of Technology Transfer, Springer, vol. 38(3), pages 199-215, June.
    17. Caldera, Aida & Debande, Olivier, 2010. "Performance of Spanish universities in technology transfer: An empirical analysis," Research Policy, Elsevier, vol. 39(9), pages 1160-1173, November.
    18. Youtie, Jan & Shapira, Philip, 2008. "Building an innovation hub: A case study of the transformation of university roles in regional technological and economic development," Research Policy, Elsevier, vol. 37(8), pages 1188-1204, September.
    19. Pierre-Alexandre Balland & David Rigby, 2017. "The Geography of Complex Knowledge," Economic Geography, Taylor & Francis Journals, vol. 93(1), pages 1-23, January.
    20. Christoph Grimpe & Heide Fier, 2010. "Informal university technology transfer: a comparison between the United States and Germany," The Journal of Technology Transfer, Springer, vol. 35(6), pages 637-650, December.
    21. Michael D. Frakes & Melissa F. Wasserman, 2014. "Is the Time Allocated to Review Patent Applications Inducing Examiners to Grant Invalid Patents?: Evidence from Micro-Level Application Data," NBER Working Papers 20337, National Bureau of Economic Research, Inc.
    22. Al James, 2005. "Demystifying the role of culture in innovative regional economies," Regional Studies, Taylor & Francis Journals, vol. 39(9), pages 1197-1216.
    23. Marjolein C.J. Caniëls, 2000. "Knowledge Spillovers and Economic Growth," Books, Edward Elgar Publishing, number 1936.
    24. 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.
    25. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    26. Chunjuan Luan & Chunyan Zhou & Aiyun Liu, 2010. "Patent strategy in Chinese universities: a comparative perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 53-63, July.
    27. Ann-Charlotte Fridh & Bo Carlsson, 2002. "special issue: Technology transfer in United States universities," Journal of Evolutionary Economics, Springer, vol. 12(1), pages 199-232.
    28. Bernardina Algieri & Antonio Aquino & Marianna Succurro, 2013. "Technology transfer offices and academic spin-off creation: the case of Italy," The Journal of Technology Transfer, Springer, vol. 38(4), pages 382-400, August.
    29. Younhee Kim, 2013. "The ivory tower approach to entrepreneurial linkage: productivity changes in university technology transfer," The Journal of Technology Transfer, Springer, vol. 38(2), pages 180-197, April.
    30. Eduardo Melero & Neus Palomeras & David Wehrheim, 2020. "The Effect of Patent Protection on Inventor Mobility," Management Science, INFORMS, vol. 66(12), pages 5485-5504, December.
    31. José L. González-Pernía & Graciela Kuechle & Iñaki Peña-Legazkue, 2013. "An Assessment of the Determinants of University Technology Transfer," Economic Development Quarterly, , vol. 27(1), pages 6-17, February.
    32. Carlos J. Serrano, 2018. "Estimating The Gains From Trade In The Market For Patent Rights," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(4), pages 1877-1904, November.
    33. Attila Varga, 1999. "Time-Space Patterns of US Innovation: Stability or Change?," Advances in Spatial Science, in: Manfred M. Fischer & Luis Suarez-Villa & Michael Steiner (ed.), Innovation, Networks and Localities, chapter 10, pages 215-234, Springer.
    34. Lanjouw, Jean O & Schankerman, Mark, 2004. "Protecting Intellectual Property Rights: Are Small Firms Handicapped?," Journal of Law and Economics, University of Chicago Press, vol. 47(1), pages 45-74, April.
    35. David L. Rigby, 2015. "Technological Relatedness and Knowledge Space: Entry and Exit of US Cities from Patent Classes," Regional Studies, Taylor & Francis Journals, vol. 49(11), pages 1922-1937, November.
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    Cited by:

    1. Dolores Modic & Borut Lužar & Tohru Yoshioka-Kobayashi, 2023. "Structure of university licensing networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(2), pages 901-932, February.
    2. Lei Ye & Ting Zhang & Xianzhong Cao & Senlin Hu & Gang Zeng, 2024. "Mapping the landscape of university technology flows in China using patent assignment data," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.

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    More about this item

    Keywords

    Patent transfer; University technology transfer; Spatial–temporal analysis; Network analysis; Firms; U.S. Patent and Trademark Office (USPTO);
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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