IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v44y2019i3d10.1007_s10961-017-9604-x.html
   My bibliography  Save this article

Assessing the productivity of technology transfer offices: an analysis of the relevance of aspiration performance and portfolio complexity

Author

Listed:
  • Esteban Lafuente

    (Universitat Politècnica de Catalunya (Barcelona Tech), EPSEB)

  • Jasmina Berbegal-Mirabent

    (Universitat Internacional de Catalunya)

Abstract

The paper investigates the productivity level of technology transfer offices (TTOs) affiliated to Spanish public universities. The proposed approach allows the development of a framework that matches universities’ technology transfer concerns with the need to accurately analyze the role of the outcome configuration of TTOs. We analyze the productivity of Spanish TTOs during 2006–2011 by computing total factor productivity models rooted in non-parametric techniques, namely the Malmquist index. The results confirm that technology transfer productivity is affected by changes in the configuration of the TTO’s outcome portfolio that result from benchmarking own and market peers’ performance levels. While benchmarking own performance levels facilitates the exploitation of internal resources and yields superior productivity results, changes in TTO’s portfolio based on comparisons with market peers might generate greater operational costs that negatively impact productivity.

Suggested Citation

  • 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.
    • Handle: RePEc:kap:jtecht:v:44:y:2019:i:3:d:10.1007_s10961-017-9604-x
    DOI: 10.1007/s10961-017-9604-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-017-9604-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10961-017-9604-x?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. William W. Cooper & Lawrence M. Seiford & Joe Zhu (ed.), 2011. "Handbook on Data Envelopment Analysis," International Series in Operations Research and Management Science, Springer, number 978-1-4419-6151-8, September.
    2. 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.
    3. 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.
    4. Mark Sellenthin, 2009. "Technology transfer offices and university patenting in Sweden and Germany," The Journal of Technology Transfer, Springer, vol. 34(6), pages 603-620, December.
    5. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    6. Joel A. C. Baum & Kristina B. Dahlin, 2007. "Aspiration Performance and Railroads’ Patterns of Learning from Train Wrecks and Crashes," Organization Science, INFORMS, vol. 18(3), pages 368-385, June.
    7. Robert G. Chambers & Rulon D. Pope, 1996. "Aggregate Productivity Measures," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1360-1365.
    8. Macho-Stadler, Ines & Perez-Castrillo, David & Veugelers, Reinhilde, 2007. "Licensing of university inventions: The role of a technology transfer office," International Journal of Industrial Organization, Elsevier, vol. 25(3), pages 483-510, June.
    9. Chapple, Wendy & Lockett, Andy & Siegel, Donald & Wright, Mike, 2005. "Assessing the relative performance of U.K. university technology transfer offices: parametric and non-parametric evidence," Research Policy, Elsevier, vol. 34(3), pages 369-384, April.
    10. 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.
    11. Markus Perkmann & Kathryn Walsh, 2009. "The two faces of collaboration: impacts of university-industry relations on public research," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(6), pages 1033-1065, December.
    12. Maribel Guerrero & David Urbano, 2012. "The development of an entrepreneurial university," The Journal of Technology Transfer, Springer, vol. 37(1), pages 43-74, February.
    13. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    14. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    15. Tsvi Vinig & David Lips, 2015. "Measuring the performance of university technology transfer using meta data approach: the case of Dutch universities," The Journal of Technology Transfer, Springer, vol. 40(6), pages 1034-1049, December.
    16. 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.
    17. Levinthal, Daniel & March, James G., 1981. "A model of adaptive organizational search," Journal of Economic Behavior & Organization, Elsevier, vol. 2(4), pages 307-333, December.
    18. E. Grifell-Tatjé & C. A. K. Lovell, 1999. "Profits and Productivity," Management Science, INFORMS, vol. 45(9), pages 1177-1193, September.
    19. Maryann Feldman & Irwin Feller & Janet Bercovitz & Richard Burton, 2002. "Equity and the Technology Transfer Strategies of American Research Universities," Management Science, INFORMS, vol. 48(1), pages 105-121, January.
    20. Kristina Dahlin & Joel A.C Baum, 2007. "Aspiration performance and railroads' patterns of learning from train wrecks and crashes," Post-Print hal-00480399, HAL.
    21. 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.
    22. Etzkowitz, Henry & Webster, Andrew & Gebhardt, Christiane & Terra, Branca Regina Cantisano, 2000. "The future of the university and the university of the future: evolution of ivory tower to entrepreneurial paradigm," Research Policy, Elsevier, vol. 29(2), pages 313-330, February.
    23. Victor Podinovski & Emmanuel Thanassoulis, 2007. "Improving discrimination in data envelopment analysis: some practical suggestions," Journal of Productivity Analysis, Springer, vol. 28(1), pages 117-126, October.
    24. Clarysse, Bart & Wright, Mike & Lockett, Andy & Van de Velde, Els & Vohora, Ajay, 2005. "Spinning out new ventures: a typology of incubation strategies from European research institutions," Journal of Business Venturing, Elsevier, vol. 20(2), pages 183-216, March.
    25. 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.
    26. 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.
    27. Balsmeier, Benjamin & Pellens, Maikel, 2014. "Who makes, who breaks: Which scientists stay in academe?," Economics Letters, Elsevier, vol. 122(2), pages 229-232.
    28. Donald S. Siegel & Reinhilde Veugelers & Mike Wright, 2007. "Technology transfer offices and commercialization of university intellectual property: performance and policy implications," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(4), pages 640-660, Winter.
    29. 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.
    30. Perkmann, Markus & Tartari, Valentina & McKelvey, Maureen & Autio, Erkko & Broström, Anders & D’Este, Pablo & Fini, Riccardo & Geuna, Aldo & Grimaldi, Rosa & Hughes, Alan & Krabel, Stefan & Kitson, Mi, 2013. "Academic engagement and commercialisation: A review of the literature on university–industry relations," Research Policy, Elsevier, vol. 42(2), pages 423-442.
    31. 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.
    32. 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.
    33. Subodh Kumar & R. Robert Russell, 2002. "Technological Change, Technological Catch-up, and Capital Deepening: Relative Contributions to Growth and Convergence," American Economic Review, American Economic Association, vol. 92(3), pages 527-548, June.
    34. Baldini, Nicola, 2009. "Implementing Bayh-Dole-like laws: Faculty problems and their impact on university patenting activity," Research Policy, Elsevier, vol. 38(8), pages 1217-1224, October.
    35. 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.
    36. Donald S. Siegel & Mike Wright & Andy Lockett, 2007. "The rise of entrepreneurial activity at universities: organizational and societal implications," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 489-504, August.
    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. 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.
    2. Conor O’Kane & James A. Cunningham & Matthias Menter & Sara Walton, 2021. "The brokering role of technology transfer offices within entrepreneurial ecosystems: an investigation of macro–meso–micro factors," The Journal of Technology Transfer, Springer, vol. 46(6), pages 1814-1844, December.
    3. Nuria Toledano & Ana Gessa & Reyes Sanchez-Herrera, 2022. "Rethinking the Resources and Responsibilities of University Spin-Offs: Critical Factors in Times of Global Crisis," Sustainability, MDPI, vol. 14(19), pages 1-18, October.
    4. 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.
    5. Daniel Nepelski & Vincent Roy, 2021. "Innovation and innovator assessment in R&I ecosystems: the case of the EU Framework Programme," The Journal of Technology Transfer, Springer, vol. 46(3), pages 792-827, June.
    6. Jason Coupet & Yuhao Ba, 2022. "Benchmarking university technology transfer performance with external research funding: a stochastic frontier analysis," The Journal of Technology Transfer, Springer, vol. 47(2), pages 605-620, April.
    7. Ken Polasko & Pedro Ponce & Arturo Molina, 2021. "An Income Model Using Historical Data, Power-Law Distributions and Monte Carlo Method for University Technology Transfer Offices," Future Internet, MDPI, vol. 13(5), pages 1-11, May.
    8. 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).
    9. Carsten Schultz & Oliver Gretsch & Alexander Kock, 2021. "The influence of shared R&D-project innovativeness perceptions on university-industry collaboration performance," The Journal of Technology Transfer, Springer, vol. 46(4), pages 1144-1172, August.
    10. Esteban Lafuente & Yancy Vaillant & Juan Carlos Leiva, 2018. "Sustainable and Traditional Product Innovation without Scale and Experience, but Only for KIBS!," Sustainability, MDPI, vol. 10(4), pages 1-18, April.
    11. Oluwaseun Fadeyi & Petra Maresova & Ruzena Stemberkova & Micheal Afolayan & Funminiyi Adeoye, 2019. "Perspectives of University-Industry Technology Transfer in African Emerging Economies: Evaluating the Nigerian Scenario via a Data Envelopment Approach," Social Sciences, MDPI, vol. 8(10), pages 1-20, October.
    12. 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).
    13. Rosa Grimaldi & Martin Kenney & Andrea Piccaluga, 2021. "University technology transfer, regional specialization and local dynamics: lessons from Italy," The Journal of Technology Transfer, Springer, vol. 46(4), pages 855-865, August.
    14. Kadigia Faccin & Christle Beer & Bibiana Volkmer Martins & Grabriela Zanandrea & Neta Kela & Corne Schutte, 2022. "What really matters for TTOs efficiency? An analysis of TTOs in developed and developing economies," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1135-1161, August.
    15. Horváth, Krisztina & Berbegal-Mirabent, Jasmina, 2022. "The role of universities on the consolidation of knowledge-based sectors: A spatial econometric analysis of KIBS formation rates in Spanish regions," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    16. Brown, Austin R. & Wood, Matthew S. & Scheaf, David J., 2022. "Discovery sells, but who’s buying? An empirical investigation of entrepreneurs’ technology license decisions," Journal of Business Research, Elsevier, vol. 144(C), pages 403-415.
    17. Su, Taoyong & Yu, Yuzhu & Chen, Yongheng & Hou, Wanrong, 2023. "On or off: The triggering effect of underperformance duration on cooperative innovation," Technovation, Elsevier, vol. 126(C).
    18. 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.
    19. Albats, Ekaterina & Alexander, Allen T. & Cunningham, James A., 2022. "Traditional, virtual, and digital intermediaries in university-industry collaboration: exploring institutional logics and bounded rationality," Technological Forecasting and Social Change, Elsevier, vol. 177(C).

    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. 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.
    2. 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).
    3. Zhou, Ruoying & Tang, Puay, 2020. "The role of university Knowledge Transfer Offices: Not just commercialize research outputs!," Technovation, Elsevier, vol. 90.
    4. repec:wip:wpaper:4 is not listed on IDEAS
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    10. Son, Hosung & Chung, Yanghon & Hwang, Heeju, 2019. "Do technology entrepreneurship and external relationships always promote technology transfer? Evidence from Korean public research organizations," Technovation, Elsevier, vol. 82, pages 1-15.
    11. Nugent, Annita & Chan, Ho Fai, 2023. "Outsourcing university research commercialization to a sophisticated technology transfer office: Evidence from Australian universities," Technovation, Elsevier, vol. 125(C).
    12. 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.
    13. Horner, Sam & Jayawarna, Dilani & Giordano, Benito & Jones, Oswald, 2019. "Strategic choice in universities: Managerial agency and effective technology transfer," Research Policy, Elsevier, vol. 48(5), pages 1297-1309.
    14. 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.
    15. Mario BENASSI & Matteo LANDONI & Francesco RENTOCCHINI, 2017. "University Management Practices and Academic Spin-offs," Departmental Working Papers 2017-11, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    16. 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.
    17. 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.
    18. 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.
    19. Fischer, Bruno Brandão & Moraes, Gustavo Hermínio Salati Marcondes de & Schaeffer, Paola Rücker, 2019. "Universities' institutional settings and academic entrepreneurship: Notes from a developing country," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 243-252.
    20. Soares, Thiago J. & Torkomian, Ana L.V. & Nagano, Marcelo Seido, 2020. "University regulations, regional development and technology transfer: The case of Brazil," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    21. 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).

    More about this item

    Keywords

    Technology transfer; Technology transfer office; Universities; Total factor productivity; Data envelopment analysis; Aspiration performance;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • J48 - Labor and Demographic Economics - - Particular Labor Markets - - - Particular Labor Markets; Public Policy

    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:kap:jtecht:v:44:y:2019:i:3:d:10.1007_s10961-017-9604-x. 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.