IDEAS home Printed from https://ideas.repec.org/a/spr/scient/v126y2021i1d10.1007_s11192-020-03745-6.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11192-020-03745-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s11192-020-03745-6?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. 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.
    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. 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.
    2. Dolores Modic & Borut Lužar & Tohru Yoshioka-Kobayashi, 2023. "Structure of university licensing networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(2), pages 901-932, February.

    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. Esteban Lafuente & Jasmina Berbegal-Mirabent, 2019. "Assessing the productivity of technology transfer offices: an analysis of the relevance of aspiration performance and portfolio complexity," The Journal of Technology Transfer, Springer, vol. 44(3), pages 778-801, June.
    2. Soares, Thiago J. & Torkomian, Ana L.V., 2021. "TTO's staff and technology transfer: Examining the effect of employees' individual capabilities," Technovation, Elsevier, vol. 102(C).
    3. Annelore Huyghe & Mirjam Knockaert & Evila Piva & Mike Wright, 2016. "Are researchers deliberately bypassing the technology transfer office? An analysis of TTO awareness," Small Business Economics, Springer, vol. 47(3), pages 589-607, October.
    4. Meng, Qiaoyu & Li, Yi & Cao, Qinwei, 2024. "The paradox analysis and functional mechanism between R&D efficiency and transformation effect: Evidence from key universities in China," Technovation, Elsevier, vol. 130(C).
    5. Jaepil Han, 2020. "Identifying the effects of technology transfer policy using a quantile regression: the case of South Korea," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1690-1717, December.
    6. Samira Yusef Araújo Falani Bezerra & Ana Lúcia Vitale Torkomian, 2024. "Technology Transfer Offices: a Systematic Review of the Literature and Future Perspective," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 4455-4488, March.
    7. Brantnell, Anders & Baraldi, Enrico, 2022. "Understanding the roles and involvement of technology transfer offices in the commercialization of university research," Technovation, Elsevier, vol. 115(C).
    8. Charlotta Dahlborg & Danielle Lewensohn & Rickard Danell & Carl Johan Sundberg, 2017. "To invent and let others innovate: a framework of academic patent transfer modes," The Journal of Technology Transfer, Springer, vol. 42(3), pages 538-563, June.
    9. Caviggioli, Federico & De Marco, Antonio & Montobbio, Fabio & Ughetto, Elisa, 2020. "The licensing and selling of inventions by US universities," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    10. Alessandra Micozzi & Donato Iacobucci & Irene Martelli & Andrea Piccaluga, 2021. "Engines need transmission belts: the importance of people in technology transfer offices," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1551-1583, October.
    11. Hiroyuki Okamuro & Junichi Nishimura, 2013. "Impact of university intellectual property policy on the performance of university-industry research collaboration," The Journal of Technology Transfer, Springer, vol. 38(3), pages 273-301, June.
    12. Laura Kreiling & Ahmed Bounfour, 2020. "A practice-based maturity model for holistic TTO performance management: development and initial use," The Journal of Technology Transfer, Springer, vol. 45(6), pages 1718-1747, December.
    13. See, Kok Fong & Ma, Zhanxin & Tian, Yuzhen, 2023. "Examining the efficiency of regional university technology transfer in China: A mixed-integer generalized data envelopment analysis framework," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    14. Hewitt-Dundas, Nola, 2012. "Research intensity and knowledge transfer activity in UK universities," Research Policy, Elsevier, vol. 41(2), pages 262-275.
    15. Li, Yang & Tang, Yujie, 2021. "A dynamic capabilities perspective on pro-market reforms and university technology transfer in a transition economy," Technovation, Elsevier, vol. 103(C).
    16. Christopher S. Hayter & Andrew J. Nelson & Stephanie Zayed & Alan C. O’Connor, 2018. "Conceptualizing academic entrepreneurship ecosystems: a review, analysis and extension of the literature," The Journal of Technology Transfer, Springer, vol. 43(4), pages 1039-1082, August.
    17. Tamara Rodríguez-González & Mercedes Villanueva-Flores & Mariluz Fernández-Alles & Mirta Díaz-Fernández, 2021. "Are Spanish TTOs Prepared to Innovation in a COVID Context?," Sustainability, MDPI, vol. 13(16), pages 1-20, August.
    18. Benjamin Yeo, 2019. "What Drives University Technological Innovation Outcomes? A Re-Vitalised Investigation," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 18(03), pages 1-28, September.
    19. Robert Huggins & Daniel Prokop & Piers Thompson, 2020. "Universities and open innovation: the determinants of network centrality," The Journal of Technology Transfer, Springer, vol. 45(3), pages 718-757, June.
    20. Christian Sandström & Karl Wennberg & Martin W. Wallin & Yulia Zherlygina, 2018. "Public policy for academic entrepreneurship initiatives: a review and critical discussion," The Journal of Technology Transfer, Springer, vol. 43(5), pages 1232-1256, October.

    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

    Statistics

    Access and download statistics

    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:spr:scient:v:126:y:2021:i:1:d:10.1007_s11192-020-03745-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.