IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0270514.html
   My bibliography  Save this article

Spatiotemporal characteristics and influencing factor analysis of universities’ technology transfer level in China: The perspective of innovation ecosystems

Author

Listed:
  • Haining Fang
  • Jinmei Wang
  • Qing Yang
  • Xingxing Liu
  • Lanjuan Cao

Abstract

Universities are important parts of innovation ecosystems, and university technology transfer (UTT), which aims for the sustainable commercialization of sci-tech achievements, is closely related to other actors in the ecosystem. Based on the panel data of 31 provinces in mainland China, this paper empirically analyzes the spatiotemporal distribution characteristics of UTT levels from 2011 to 2019 and estimates the influencing factors using the spatial Durbin model (SDM) with an economic spatial weighting matrix from the perspective of innovation ecosystems. The results are presented as follows: (1) Although the overall level of UTT in China is low, it shows an upward trend in most provinces. In addition, the interprovincial gap is obvious, forming a ladder distribution of UTT levels increasing from west to east. (2) There is a significant spatial autocorrelation between UTT levels in the provinces. (3) Industry, economy, and informatization play significant roles in promoting UTT, while financial institutes and openness have significant inhibitory effects. The economy has a significant spatial spillover effect on UTT, while government, industry and informatization have a significant inhibitory effect on UTT in neighboring regions. (4) The direct and indirect effects of influencing factors in the Eastern Region and other regions show significant spatial heterogeneity.

Suggested Citation

  • Haining Fang & Jinmei Wang & Qing Yang & Xingxing Liu & Lanjuan Cao, 2022. "Spatiotemporal characteristics and influencing factor analysis of universities’ technology transfer level in China: The perspective of innovation ecosystems," PLOS ONE, Public Library of Science, vol. 17(6), pages 1-21, June.
  • Handle: RePEc:plo:pone00:0270514
    DOI: 10.1371/journal.pone.0270514
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0270514
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0270514&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0270514?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. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    2. Shuzhen Zhou & Qunzhao Deng & Feng Peng & Alex Alexandridis, 2021. "Effect of International Technology Transfer on the Technical Efficiency of High-Tech Manufacturing in China: A RAGA-PP-SFA Analysis," Complexity, Hindawi, vol. 2021, pages 1-12, June.
    3. Peter L. Rousseau & Paul Wachtel, 2011. "What Is Happening To The Impact Of Financial Deepening On Economic Growth?," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 276-288, January.
    4. Buenstorf, Guido, 2009. "Is commercialization good or bad for science? Individual-level evidence from the Max Planck Society," Research Policy, Elsevier, vol. 38(2), pages 281-292, March.
    5. Lampe, Hannes W. & Hilgers, Dennis, 2015. "Trajectories of efficiency measurement: A bibliometric analysis of DEA and SFA," European Journal of Operational Research, Elsevier, vol. 240(1), pages 1-21.
    6. Yingying Yuan & Zenglin Han, 2021. "Structural characteristics and proximity comparison of China’s urban innovation cooperation network," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-19, July.
    7. Sharon Belenzon & Mark Schankerman, 2009. "University Knowledge Transfer: Private Ownership, Incentives, and Local Development Objectives," Journal of Law and Economics, University of Chicago Press, vol. 52(1), pages 111-144, February.
    8. Wei Yang & Xiang Yu & Dian Wang & Jinrui Yang & Ben Zhang, 2021. "Spatio-temporal evolution of technology flows in China: patent licensing networks 2000–2017," The Journal of Technology Transfer, Springer, vol. 46(5), pages 1674-1703, October.
    9. Mensi, Walid & Hammoudeh, Shawkat & Tiwari, Aviral Kumar & Al-Yahyaee, Khamis Hamed, 2020. "Impact of Islamic banking development and major macroeconomic variables on economic growth for Islamic countries: Evidence from panel smooth transition models," Economic Systems, Elsevier, vol. 44(1).
    10. Defeng Zheng & Shuai Hao & Caizhi Sun & Leting Lyu, 2019. "Spatial Correlation and Convergence Analysis of Eco-Efficiency in China," Sustainability, MDPI, vol. 11(9), pages 1-16, April.
    11. Paul Swamidass & Venubabu Vulasa, 2009. "Why university inventions rarely produce income? Bottlenecks in university technology transfer," The Journal of Technology Transfer, Springer, vol. 34(4), pages 343-363, August.
    12. Hyunjoo Kim Karlsson & Kristofer Månsson & Scott Hacker, 2021. "Revisiting the nexus of the financial development and economic development: new international evidence using a wavelet approach," Empirical Economics, Springer, vol. 60(5), pages 2323-2350, May.
    13. Temel, Serdal & Dabić, Marina & Murat Ar, Ilker & Howells, Jeremy & Ali Mert, & Yesilay, Rustem Baris, 2021. "Exploring the relationship between university innovation intermediaries and patenting performance," Technology in Society, Elsevier, vol. 66(C).
    14. Ana Dias Daniel & Liliana Alves, 2020. "University-industry technology transfer: the commercialization of university’s patents," Knowledge Management Research & Practice, Taylor & Francis Journals, vol. 18(3), pages 276-296, July.
    15. Vlaisavljevic, Vesna & Medina, Carmen Cabello & Van Looy, Bart, 2020. "The role of policies and the contribution of cluster agency in the development of biotech open innovation ecosystem," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    16. Ying Wu & Wen Huang & Li Deng, 2021. "Does social trust stimulate university technology transfer? Evidence from China," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-13, August.
    17. Shuang Tang & Jingxiang Zhang & Fangqu Niu, 2020. "Spatial-Temporal Evolution Characteristics and Countermeasures of Urban Innovation Space Distribution: An Empirical Study Based on Data of Nanjing High-Tech Enterprises," Complexity, Hindawi, vol. 2020, pages 1-12, October.
    18. Jianyu Zhao & Guangdong Wu, 2017. "Evolution of the Chinese Industry-University-Research Collaborative Innovation System," Complexity, Hindawi, vol. 2017, pages 1-13, April.
    19. Stephanou, Michael & Varughese, Melvin, 2021. "Sequential estimation of Spearman rank correlation using Hermite series estimators," Journal of Multivariate Analysis, Elsevier, vol. 186(C).
    20. Yutao Sun & Chen Zhang & Robert A. W. Kok, 2020. "The role of research outcome quality in the relationship between university research collaboration and technology transfer: empirical results from China," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(2), pages 1003-1026, February.
    21. Michaela Trippl & Tanja Sinozic & Helen Lawton Smith, 2015. "The Role of Universities in Regional Development: Conceptual Models and Policy Institutions in the UK, Sweden and Austria," European Planning Studies, Taylor & Francis Journals, vol. 23(9), pages 1722-1740, September.
    22. Yu Chen & Haoming Shi & Jun Ma & Victor Shi, 2020. "The Spatial Spillover Effect in Hi-Tech Industries: Empirical Evidence from China," Sustainability, MDPI, vol. 12(4), pages 1-16, February.
    23. Di Gregorio, Dante & Shane, Scott, 2003. "Why do some universities generate more start-ups than others?," Research Policy, Elsevier, vol. 32(2), pages 209-227, February.
    24. 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.
    25. Hosung Son & Yanghon Chung & Sangpil Yoon, 2021. "Is the alignment between public research organisations' R&D competence and policies really critical for technology transfer?," Science and Public Policy, Oxford University Press, vol. 48(1), pages 93-104.
    26. Markman, Gideon D. & Phan, Phillip H. & Balkin, David B. & Gianiodis, Peter T., 2005. "Entrepreneurship and university-based technology transfer," Journal of Business Venturing, Elsevier, vol. 20(2), pages 241-263, March.
    27. Villani, Elisa & Rasmussen, Einar & Grimaldi, Rosa, 2017. "How intermediary organizations facilitate university–industry technology transfer: A proximity approach," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 86-102.
    28. Lachang Lyu & Weiping Wu & Haipeng Hu & Ru Huang, 2019. "An evolving regional innovation network: collaboration among industry, university, and research institution in China’s first technology hub," The Journal of Technology Transfer, Springer, vol. 44(3), pages 659-680, June.
    29. Junghee Han, 2017. "Technology Commercialization through Sustainable Knowledge Sharing from University-Industry Collaborations, with a Focus on Patent Propensity," Sustainability, MDPI, vol. 9(10), pages 1-16, October.
    30. Gomes, Leonardo Augusto de Vasconcelos & Facin, Ana Lucia Figueiredo & Salerno, Mario Sergio & Ikenami, Rodrigo Kazuo, 2018. "Unpacking the innovation ecosystem construct: Evolution, gaps and trends," Technological Forecasting and Social Change, Elsevier, vol. 136(C), pages 30-48.
    31. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    32. Wonglimpiyarat, Jarunee, 2016. "The innovation incubator, university business incubator and technology transfer strategy: The case of Thailand," Technology in Society, Elsevier, vol. 46(C), pages 18-27.
    33. Xincai Gao & Zhongyang Ji & Fayyaz Ahmad & Muhammad Umar Draz, 2019. "Financial Support and Growth of Township and Village Enterprises in China: Fresh Evidence From Regional Analyses," SAGE Open, , vol. 9(2), pages 21582440198, June.
    34. Haixin Zhang & Donghong Ding & Lili Ke, 2019. "The Effect of R&D Input and Financial Agglomeration on the Growth Private Enterprises: Evidence from Chinese Manufacturing Industry," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(10), pages 2298-2313, August.
    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. Good, Matthew & Knockaert, Mirjam & Soppe, Birthe & Wright, Mike, 2019. "The technology transfer ecosystem in academia. An organizational design perspective," Technovation, Elsevier, vol. 82, pages 35-50.
    2. Olaya-Escobar, Erika Sofía & Berbegal-Mirabent, Jasmina & Alegre, Inés, 2020. "Exploring the relationship between service quality of technology transfer offices and researchers’ patenting activity," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    3. 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.
    4. 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).
    5. Hewitt-Dundas, Nola, 2012. "Research intensity and knowledge transfer activity in UK universities," Research Policy, Elsevier, vol. 41(2), pages 262-275.
    6. 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).
    7. Laura Ciucci & Marie-Antoinette Maupertuis, 2024. "Does technology transfer increase local cognitive proximity between university and industry? The case of Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 41(1), pages 173-202, April.
    8. Battaglia, Daniele & Landoni, Paolo & Rizzitelli, Francesco, 2017. "Organizational structures for external growth of University Technology Transfer Offices: An explorative analysis," Technological Forecasting and Social Change, Elsevier, vol. 123(C), pages 45-56.
    9. Xiaoran Zheng & Yuzhuo Cai, 2022. "Transforming Innovation Systems into Innovation Ecosystems: The Role of Public Policy," Sustainability, MDPI, vol. 14(12), pages 1-26, June.
    10. Federica Rossi & Ainurul Rosli, 2013. "Indicators of university-industry knowledge transfer performance and their implications for universities: Evidence from the UK’s HE-BCI survey," Working Papers 13, Birkbeck Centre for Innovation Management Research, revised Aug 2013.
    11. Tolin, Giovanni & Piccaluga, Andrea, 2025. "Commercializing technology from university-industry collaborations: A configurational perspective on organizational factors," Journal of Business Research, Elsevier, vol. 188(C).
    12. Kim, Younghwan & Kim, Wonjoon & Yang, Taeyong, 2012. "The effect of the triple helix system and habitat on regional entrepreneurship: Empirical evidence from the U.S," Research Policy, Elsevier, vol. 41(1), pages 154-166.
    13. 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.
    14. Anja Schoen & Bruno Pottelsberghe de la Potterie & Joachim Henkel, 2014. "Governance typology of universities’ technology transfer processes," The Journal of Technology Transfer, Springer, vol. 39(3), pages 435-453, June.
    15. Martina Fromhold-Eisebith & Claudia Werker, 2013. "Universities’ functions in knowledge transfer: a geographical perspective," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(3), pages 621-643, December.
    16. Villani, Elisa & Rasmussen, Einar & Grimaldi, Rosa, 2017. "How intermediary organizations facilitate university–industry technology transfer: A proximity approach," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 86-102.
    17. Michele Meoli & Silvio Vismara, 2016. "University support and the creation of technology and non-technology academic spin-offs," Small Business Economics, Springer, vol. 47(2), pages 345-362, August.
    18. Belitski, Maksim & Aginskaja, Anna & Marozau, Radzivon, 2019. "Commercializing university research in transition economies: Technology transfer offices or direct industrial funding?," Research Policy, Elsevier, vol. 48(3), pages 601-615.
    19. Katalin Erdős & Attila Varga, 2012. "The Academic Entrepreneur: Myth or Reality for Increased Regional growth in Europe?," Chapters, in: Marina van Geenhuizen & Peter Nijkamp (ed.), Creative Knowledge Cities, chapter 7, Edward Elgar Publishing.
    20. Daniela Bolzani & Federico Munari & Einar Rasmussen & Laura Toschi, 2021. "Technology transfer offices as providers of science and technology entrepreneurship education," The Journal of Technology Transfer, Springer, vol. 46(2), pages 335-365, April.

    More about this item

    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:plo:pone00:0270514. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.