IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i1d10.1007_s13132-023-01253-5.html
   My bibliography  Save this article

Analyzing the Knowledge Transfer Performance of China’s Universities: a Heterogeneous Stochastic Frontier Approach

Author

Listed:
  • Zhuo Chen

    (Nanjing Normal University
    Institute of Higher Education, Nanjing University of Finance and Economics)

  • Zhenbing Yang

    (School of Economics, Nanjing University of Finance and Economics)

  • Lili Yang

    (Shanghai Lixin University of Accounting and Finance)

Abstract

Evaluating the knowledge transfer performance of universities facilitates the tracking of and improvement in the factor utilization efficiency of R&D activities. In this study, a heterogeneous stochastic frontier analysis model is used to measure the total factor productivity (TFP) growth rate, output elasticity, and factor bias index of knowledge transfer in Chinese universities from 2007 to 2016. The results show that the overall TFP of knowledge transfer at the university level in China has been improving. The increase in technical efficiency is the primary reason for this phenomenon. The output elasticity of R&D capital input is much larger than that of R&D labor input, indicating that currently, knowledge transfer is still driven by capital. This finding is particularly clear in 211-Project universities. R&D labor in the knowledge transfer process receives more preference in universities (especially non-211-Project universities) in the later period (i.e., 2012–2016). Therefore, the government should encourage the enthusiasm of researchers and improve the substantial contribution of R&D labor, thus facilitating an improvement in the subsequent knowledge transfer performance.

Suggested Citation

  • Zhuo Chen & Zhenbing Yang & Lili Yang, 2024. "Analyzing the Knowledge Transfer Performance of China’s Universities: a Heterogeneous Stochastic Frontier Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3975-4003, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01253-5
    DOI: 10.1007/s13132-023-01253-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01253-5
    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/s13132-023-01253-5?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. Ding, Lan & Zeng, Yao, 2015. "Evaluation of Chinese higher education by TOPSIS and IEW — The case of 68 universities belonging to the Ministry of Education in China," China Economic Review, Elsevier, vol. 36(C), pages 341-358.
    2. Yang, Zhenbing & Shao, Shuai & Yang, Lili & Miao, Zhuang, 2018. "Improvement pathway of energy consumption structure in China's industrial sector: From the perspective of directed technical change," Energy Economics, Elsevier, vol. 72(C), pages 166-176.
    3. Jeff S. Armstrong & Michael R. Darby & Lynne G. Zucker, 2003. "Commercializing knowledge: university science, knowledge capture and firm performance in biotechnology," Proceedings, Federal Reserve Bank of Dallas, issue Sep, pages 149-170.
    4. García-Vega, María & Vicente-Chirivella, Óscar, 2020. "Do university technology transfers increase firms’ innovation?," European Economic Review, Elsevier, vol. 123(C).
    5. Azagra-Caro, Joaquín M. & Barberá-Tomás, David & Edwards-Schachter, Mónica & Tur, Elena M., 2017. "Dynamic interactions between university-industry knowledge transfer channels: A case study of the most highly cited academic patent," Research Policy, Elsevier, vol. 46(2), pages 463-474.
    6. Claudia Curi & Cinzia Daraio & Patrick Llerena, 2012. "University technology transfer: how (in)efficient are French universities?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 36(3), pages 629-654.
    7. 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.
    8. Pavitt, K, 2001. "Public Policies to Support Basic Research: What Can the Rest of the World Learn from US Theory and Practice? (And What They Should Not Learn)," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(3), pages 761-779, September.
    9. Giuri, Paola & Munari, Federico & Scandura, Alessandra & Toschi, Laura, 2019. "The strategic orientation of universities in knowledge transfer activities," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 261-278.
    10. 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.
    11. 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.
    12. Lauma Muizniece, 2021. "University Autonomy and Commercialization of Publicly Funded Research: the Case of Latvia," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1494-1516, September.
    13. Bojun Hou & Jin Hong & Xing Shi, 2021. "Efficiency of university–industry collaboration and its determinants: evidence from Chinese leading universities," Industry and Innovation, Taylor & Francis Journals, vol. 28(4), pages 456-485, April.
    14. Henry, Michael & Kneller, Richard & Milner, Chris, 2009. "Trade, technology transfer and national efficiency in developing countries," European Economic Review, Elsevier, vol. 53(2), pages 237-254, February.
    15. Edler, Jakob & Fier, Heide & Grimpe, Christoph, 2011. "International scientist mobility and the locus of knowledge and technology transfer," Research Policy, Elsevier, vol. 40(6), pages 791-805, July.
    16. Xie, Xuemei & Fang, Liangxiu & Zeng, Saixing, 2016. "Collaborative innovation network and knowledge transfer performance: A fsQCA approach," Journal of Business Research, Elsevier, vol. 69(11), pages 5210-5215.
    17. Malik, Tariq H., 2013. "National institutional differences and cross-border university–industry knowledge transfer," Research Policy, Elsevier, vol. 42(3), pages 776-787.
    18. Yaisawarng, Suthathip & Ng, Ying Chu, 2014. "The impact of higher education reform on research performance of Chinese universities," China Economic Review, Elsevier, vol. 31(C), pages 94-105.
    19. João Lopes & João Lussuamo, 2021. "Barriers to University-Industry Cooperation in a Developing Region," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 12(3), pages 1019-1035, September.
    20. Toole, Andrew A., 2012. "The impact of public basic research on industrial innovation: Evidence from the pharmaceutical industry," Research Policy, Elsevier, vol. 41(1), pages 1-12.
    21. 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.
    22. Zhou, Ruoying & Tang, Puay, 2020. "The role of university Knowledge Transfer Offices: Not just commercialize research outputs!," Technovation, Elsevier, vol. 90.
    23. Hong, Wei, 2008. "Decline of the center: The decentralizing process of knowledge transfer of Chinese universities from 1985 to 2004," Research Policy, Elsevier, vol. 37(4), pages 580-595, May.
    24. Adams, James D, 1990. "Fundamental Stocks of Knowledge and Productivity Growth," Journal of Political Economy, University of Chicago Press, vol. 98(4), pages 673-702, August.
    25. Feller, Irwin & Ailes, Catherine P. & Roessner, J. David, 2002. "Impacts of research universities on technological innovation in industry: evidence from engineering research centers," Research Policy, Elsevier, vol. 31(3), pages 457-474, March.
    26. Hung-jen Wang & Peter Schmidt, 2002. "One-Step and Two-Step Estimation of the Effects of Exogenous Variables on Technical Efficiency Levels," Journal of Productivity Analysis, Springer, vol. 18(2), pages 129-144, September.
    27. Hewitt-Dundas, Nola, 2012. "Research intensity and knowledge transfer activity in UK universities," Research Policy, Elsevier, vol. 41(2), pages 262-275.
    28. Dongfu (Franco) Li & Xiaoqing (Maggie) Fu, 2021. "The Efficiency of University Technology Transfer in China," Asian Economic Papers, MIT Press, vol. 20(3), pages 114-137, Fall.
    29. Thursby, Jerry G. & Kemp, Sukanya, 2002. "Growth and productive efficiency of university intellectual property licensing," Research Policy, Elsevier, vol. 31(1), pages 109-124, January.
    30. Berbegal-Mirabent, Jasmina & Lafuente, Esteban & Solé, Francesc, 2013. "The pursuit of knowledge transfer activities: An efficiency analysis of Spanish universities," Journal of Business Research, Elsevier, vol. 66(10), pages 2051-2059.
    31. Sengupta, Abhijit & Ray, Amit S., 2017. "University research and knowledge transfer: A dynamic view of ambidexterity in british universities," Research Policy, Elsevier, vol. 46(5), pages 881-897.
    32. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    33. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    34. Zhang, Han & Patton, Donald & Kenney, Martin, 2013. "Building global-class universities: Assessing the impact of the 985 Project," Research Policy, Elsevier, vol. 42(3), pages 765-775.
    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. Chen, Zhuo & Yang, Zhenbing & Yang, Lili, 2020. "How to optimize the allocation of research resources? An empirical study based on output and substitution elasticities of universities in Chinese provincial level," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    2. 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.
    3. Ma, Ding & Cai, Zhishan & Zhu, Chengkai, 2022. "Technology transfer efficiency of universities in China: A three-stage framework based on the dynamic network slacks-based measurement model," Technology in Society, Elsevier, vol. 70(C).
    4. Liu, Xing & Wu, Xianhua & Zhang, Weipan, 2024. "A new DEA model and its application in performance evaluation of scientific research activities in the universities of China's double first-class initiative," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
    5. Narayanan, V.K. & Yang, Yi & Zahra, Shaker A., 2009. "Corporate venturing and value creation: A review and proposed framework," Research Policy, Elsevier, vol. 38(1), pages 58-76, February.
    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. Larsen, Maria Theresa, 2011. "The implications of academic enterprise for public science: An overview of the empirical evidence," Research Policy, Elsevier, vol. 40(1), pages 6-19, February.
    8. Aschhoff, Birgit & Grimpe, Christoph, 2014. "Contemporaneous peer effects, career age and the industry involvement of academics in biotechnology," Research Policy, Elsevier, vol. 43(2), pages 367-381.
    9. 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.
    10. repec:wip:wpaper:4 is not listed on IDEAS
    11. 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.
    12. Federica Rossi, 2014. "The efficiency of universities’ knowledge transfer activities: A multi-output approach beyond patenting and licensing," Working Papers 16, Birkbeck Centre for Innovation Management Research, revised Feb 2014.
    13. Kafouros, Mario & Wang, Chengqi & Piperopoulos, Panagiotis & Zhang, Mingshen, 2015. "Academic collaborations and firm innovation performance in China: The role of region-specific institutions," Research Policy, Elsevier, vol. 44(3), pages 803-817.
    14. 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.
    15. Knockaert, M. & Ucbasaran, D. & Wright, M. & Clarysse, B., 2009. "How does tacit knowledge transfer influence innovation speed? The case of science based entrepreneurial firms," Vlerick Leuven Gent Management School Working Paper Series 2009-07, Vlerick Leuven Gent Management School.
    16. Mirjam Knockaert & Deniz Ucbasaran & Mike Wright & Bart Clarysse, 2011. "The Relationship Between Knowledge Transfer, Top Management Team Composition, and Performance: The Case of Science–Based Entrepreneurial Firms," Entrepreneurship Theory and Practice, , vol. 35(4), pages 777-803, July.
    17. Pluvia Zuniga, 2011. "The State of Patenting at Research Institutions in Developing Countries: Policy Approaches and Practices," WIPO Economic Research Working Papers 04, World Intellectual Property Organization - Economics and Statistics Division, revised Dec 2011.
    18. Yongli Tang & Kazuyuki Motohashi & Xinyue Hu & Angeles Montoro-Sanchez, 2020. "University-industry interaction and product innovation performance of Guangdong manufacturing firms: the roles of regional proximity and research quality of universities," The Journal of Technology Transfer, Springer, vol. 45(2), pages 578-618, April.
    19. Tina C. Ambos & Kristiina Mäkelä & Julian Birkinshaw & Pablo D'Este, 2008. "When Does University Research Get Commercialized? Creating Ambidexterity in Research Institutions," Journal of Management Studies, Wiley Blackwell, vol. 45(8), pages 1424-1447, December.
    20. Lee, Kyootai & Jung, Hyun Ju, 2021. "Does TTO capability matter in commercializing university technology? Evidence from longitudinal data in South Korea," Research Policy, Elsevier, vol. 50(1).
    21. Powers, Joshua B. & McDougall, Patricia, 2005. "Policy orientation effects on performance with licensing to start-ups and small companies," Research Policy, Elsevier, vol. 34(7), pages 1028-1042, September.

    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:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01253-5. 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.