IDEAS home Printed from https://ideas.repec.org/a/sae/envirb/v34y2007i6p1011-1029.html
   My bibliography  Save this article

Technology Incubators and Knowledge Networks: A Rough Set Approach in Comparative Project Analysis

Author

Listed:
  • Danny P Soetanot
  • Marina van Geenhuizen

Abstract

Technology incubators have emerged in many places as a tool in facilitating the establishment and survival of high-technology firms. Some incubators develop quickly and produce a fast-increasing number of new ventures, while others remain stable in size. Despite a growing public investment in technology incubators, systematic studies of the factors determining their growth are scarce, meaning that policy decisions are taken without sufficient practical insights into critical conditions for growth. In response to that situation, we explore several factors in determining differences in growth patterns. We use a quantitative approach derived from the field of artificial intelligence that matches with meta-analysis and qualitative (and sometimes fuzzy) data—that is, rough set analysis. Benefits and challenges of rough set analysis are discussed, including experience with a stepwise procedure with various accuracy checks. The findings suggest that a strong performance of incubators mainly rests on diversity in stakeholder involvement and a location in nonmetropolitan areas. Rough set analysis turns out to be a helpful tool in comparative project analysis, but there is still a need for standardization of measures used in the interpretation of the results.

Suggested Citation

  • Danny P Soetanot & Marina van Geenhuizen, 2007. "Technology Incubators and Knowledge Networks: A Rough Set Approach in Comparative Project Analysis," Environment and Planning B, , vol. 34(6), pages 1011-1029, December.
    • Handle: RePEc:sae:envirb:v:34:y:2007:i:6:p:1011-1029
    DOI: 10.1068/b3308
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1068/b3308
    Download Restriction: no
    File URL: https://libkey.io/10.1068/b3308?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. Slowinski, R. & Zopounidis, C. & Dimitras, A. I., 1997. "Prediction of company acquisition in Greece by means of the rough set approach," European Journal of Operational Research, Elsevier, vol. 100(1), pages 1-15, July.
    2. Marina Van Geenhuizen & Peter Nijkamp, 2006. "Learning regions in an evolutionary context: policymaking for high technology firms," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 6(3), pages 265-282.
    3. Henry Etzkowitz, 2002. "Incubation of incubators: innovation as a triple helix of university-industry-government networks," Science and Public Policy, Oxford University Press, vol. 29(2), pages 115-128, April.
    4. 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.
    5. Céline Druilhe & Elizabeth Garnsey, 2004. "Do Academic Spin-Outs Differ and Does it Matter?," The Journal of Technology Transfer, Springer, vol. 29(3_4), pages 269-285, August.
    6. Walker, Warren E. & Rahman, S. Adnan & Cave, Jonathan, 2001. "Adaptive policies, policy analysis, and policy-making," European Journal of Operational Research, Elsevier, vol. 128(2), pages 282-289, January.
    7. Sanchis, A. & Segovia, M.J. & Gil, J.A. & Heras, A. & Vilar, J.L., 2007. "Rough Sets and the role of the monetary policy in financial stability (macroeconomic problem) and the prediction of insolvency in insurance sector (microeconomic problem)," European Journal of Operational Research, Elsevier, vol. 181(3), pages 1554-1573, September.
    8. Kevin Morgan, 1997. "The Learning Region: Institutions, Innovation and Regional Renewal," Regional Studies, Taylor & Francis Journals, vol. 31(5), pages 491-503.
    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. Marina van Geenhuizen, 2013. "Valorization of university knowledge: what are the barriers and can ‘living labs’ provide solutions?," Chapters, in: Tüzin Baycan (ed.), Knowledge Commercialization and Valorization in Regional Economic Development, chapter 7, pages 135-156, Edward Elgar Publishing.
    2. Taheri, Mozhdeh & van Geenhuizen, Marina, 2016. "Teams' boundary-spanning capacity at university: Performance of technology projects in commercialization," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 31-43.
    3. Zhao, Liming & Zhang, Haihong & Wu, Wenqing, 2017. "Knowledge service decision making in business incubators based on the supernetwork model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 479(C), pages 249-264.

    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. Véronique Schaeffer & Mireille Matt, 2016. "Development of academic entrepreneurship in a non-mature context: the role of the university as a hub-organisation," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 28(9-10), pages 724-745, October.
    2. Danny Soetanto & Marina Van Geenhuizen, 2005. "Technology Incubators as Nodes in Knowledge Networks," ERSA conference papers ersa05p621, European Regional Science Association.
    3. Rasmussen, Einar & Borch, Odd Jarl, 2010. "University capabilities in facilitating entrepreneurship: A longitudinal study of spin-off ventures at mid-range universities," Research Policy, Elsevier, vol. 39(5), pages 602-612, June.
    4. Manuel Portugal Ferreira & Nuno R. Reis & Roberta M. Paula & Claudia Frias Pinto, 2017. "Structural and longitudinal analysis of the knowledge base on spin-off research," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(1), pages 289-313, July.
    5. Yagüe-Perales, Rosa M. & March-Chordà, Isidre, 2012. "Performance analysis of research spin-offs in the Spanish biotechnology industry," Journal of Business Research, Elsevier, vol. 65(12), pages 1782-1789.
    6. Prokop, Daniel, 2021. "University entrepreneurial ecosystems and spinoff companies: Configurations, developments and outcomes," Technovation, Elsevier, vol. 107(C).
    7. 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.
    8. 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.
    9. Julie Vardhan & Madhuri Mahato, 2022. "Business Incubation Centres in Universities and Their Role in Developing Entrepreneurial Ecosystem," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 8(1), pages 143-157, January.
    10. van Weele, Marijn & van Rijnsoever, Frank J. & Nauta, Frans, 2017. "You can't always get what you want: How entrepreneur's perceived resource needs affect the incubator's assertiveness," Technovation, Elsevier, vol. 59(C), pages 18-33.
    11. Patricia van Hemert & Enno Masurel & Peter Nijkamp, 2011. "The role of knowledge sources of SMEs for innovation perception and regional innovation policy," Regional Science Policy & Practice, Wiley Blackwell, vol. 3(3), pages 163-179, August.
    12. Müller, Kathrin, 2010. "Academic spin-off's transfer speed--Analyzing the time from leaving university to venture," Research Policy, Elsevier, vol. 39(2), pages 189-199, March.
    13. Gideon D. Markman & Donald S. Siegel & Mike Wright, 2008. "Research and Technology Commercialization," Journal of Management Studies, Wiley Blackwell, vol. 45(8), pages 1401-1423, December.
    14. Will Bartlett, 2014. "Shut out? South East Europe and the EU’s New Industrial Policy," LEQS – LSE 'Europe in Question' Discussion Paper Series 84, European Institute, LSE.
    15. Roland Helm & Oliver Mauroner & Kendra Pöhlmann, 2018. "Towards a better understanding of performance measurements: the case of research-based spin-offs," Review of Managerial Science, Springer, vol. 12(1), pages 135-166, January.
    16. Mian, Sarfraz & Lamine, Wadid & Fayolle, Alain, 2016. "Technology Business Incubation: An overview of the state of knowledge," Technovation, Elsevier, vol. 50, pages 1-12.
    17. Mustar, Philippe & Renault, Marie & Colombo, Massimo G. & Piva, Evila & Fontes, Margarida & Lockett, Andy & Wright, Mike & Clarysse, Bart & Moray, Nathalie, 2006. "Conceptualising the heterogeneity of research-based spin-offs: A multi-dimensional taxonomy," Research Policy, Elsevier, vol. 35(2), pages 289-308, March.
    18. Marius Tuft Mathisen & Einar Rasmussen, 2019. "The development, growth, and performance of university spin-offs: a critical review," The Journal of Technology Transfer, Springer, vol. 44(6), pages 1891-1938, December.
    19. Mauro Sciarelli & Giovanni Catello Landi & Lorenzo Turriziani & Mario Tani, 2021. "Academic entrepreneurship: founding and governance determinants in university spin-off ventures," The Journal of Technology Transfer, Springer, vol. 46(4), pages 1083-1107, August.
    20. Audretsch, David B. & Belitski, Maksim & Scarra, Deepa, 2024. "Intrapreneurship activity and access to finance in natural science: Evidence from the UK academic spinoffs," Technovation, Elsevier, vol. 129(C).

    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:sae:envirb:v:34:y:2007:i:6:p:1011-1029. 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: SAGE Publications (email available below). General contact details of provider: .

    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.