IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v14y2023i2d10.1007_s13132-022-00897-z.html
   My bibliography  Save this article

Efficiency of Entrepreneurial Universities in India: A Data Envelopment Analysis

Author

Listed:
  • Muralidharan Loganathan

    (Indian Institute of Science)

  • M. H. Bala Subrahmanya

    (Indian Institute of Science)

Abstract

High expectations are placed on universities to deliver well beyond their traditional outcomes (graduation and research) and support societal outcomes as their third mission and beyond. Yet, we see a dearth of performance measurements and research comparing universities considering the third mission outcomes, particularly around entrepreneurship support. To address this need, we rely on the ambidexterity perspective and use a slack-based data envelopment analysis (DEA) to compare efficiencies of 28 Indian universities in delivering entrepreneurship support alongside their traditional outcomes. The contribution of the study is two-fold. Firstly, we rate and compare the universities and identify the orientations towards particular mission outcomes of graduation, research, and entrepreneurship support. From our analysis, we find that fully efficient universities were only a few and were performing well across all the three outcomes. Secondly, we then use orientation and efficiency as a way to measure extent to which the universities can pursue third mission outcomes given their history. We note a path dependence among private universities that have mostly developed with a graduation orientation, to shift to entrepreneurship support without a research base. The study also comments on improving the existing national university ranking mechanisms that use subjective weights and does not consider the scale and orientation of the universities.

Suggested Citation

  • Muralidharan Loganathan & M. H. Bala Subrahmanya, 2023. "Efficiency of Entrepreneurial Universities in India: A Data Envelopment Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1120-1144, June.
  • Handle: RePEc:spr:jknowl:v:14:y:2023:i:2:d:10.1007_s13132-022-00897-z
    DOI: 10.1007/s13132-022-00897-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-022-00897-z
    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/s13132-022-00897-z?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. Soetanto, Danny & Jack, Sarah, 2016. "The impact of university-based incubation support on the innovation strategy of academic spin-offs," Technovation, Elsevier, vol. 50, pages 25-40.
    2. Peter T. Gianiodis & William R. Meek, 2020. "Entrepreneurial education for the entrepreneurial university: a stakeholder perspective," The Journal of Technology Transfer, Springer, vol. 45(4), pages 1167-1195, August.
    3. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "A survey of DEA applications," Omega, Elsevier, vol. 41(5), pages 893-902.
    4. Mike Wright & Sue Birley & Simon Mosey, 2004. "Entrepreneurship and University Technology Transfer," The Journal of Technology Transfer, Springer, vol. 29(3_4), pages 235-246, August.
    5. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    6. Frank T. Rothaermel & Shanti D. Agung & Lin Jiang, 2007. "University entrepreneurship: a taxonomy of the literature," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(4), pages 691-791, August.
    7. 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.
    8. Candace Campbell & David N. Allen, 1987. "The Small Business Incubator Industry: Micro-Level Economic Development," Economic Development Quarterly, , vol. 1(2), pages 178-191, May.
    9. Färe, Rolf & Grosskopf, Shawna, 2013. "DEA, directional distance functions and positive, affine data transformation," Omega, Elsevier, vol. 41(1), pages 28-30.
    10. Mh Bala Subrahmanya, 2017. "HOW DID BANGALORE EMERGE AS A GLOBAL HUB OF TECH START-UPs IN INDIA? ENTREPRENEURIAL ECOSYSTEM — EVOLUTION, STRUCTURE AND ROLE," Journal of Developmental Entrepreneurship (JDE), World Scientific Publishing Co. Pte. Ltd., vol. 22(01), pages 1-22, March.
    11. Andrew Worthington, 2001. "An Empirical Survey of Frontier Efficiency Measurement Techniques in Education," Education Economics, Taylor & Francis Journals, vol. 9(3), pages 245-268.
    12. Mok, Ka Ho & Jiang, Jin, 2018. "Massification of higher education and challenges for graduate employment and social mobility: East Asian experiences and sociological reflections," International Journal of Educational Development, Elsevier, vol. 63(C), pages 44-51.
    13. Maribel Guerrero & David Urbano, 2012. "The development of an entrepreneurial university," The Journal of Technology Transfer, Springer, vol. 37(1), pages 43-74, February.
    14. 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.
    15. 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.
    16. David B. Audretsch & James A. Cunningham & Donald F. Kuratko & Erik E. Lehmann & Matthias Menter, 2019. "Entrepreneurial ecosystems: economic, technological, and societal impacts," The Journal of Technology Transfer, Springer, vol. 44(2), pages 313-325, April.
    17. Sagarra, Marti & Mar-Molinero, Cecilio & Agasisti, Tommaso, 2017. "Exploring the efficiency of Mexican universities: Integrating Data Envelopment Analysis and Multidimensional Scaling," Omega, Elsevier, vol. 67(C), pages 123-133.
    18. Johnes, Jill, 2006. "Data envelopment analysis and its application to the measurement of efficiency in higher education," Economics of Education Review, Elsevier, vol. 25(3), pages 273-288, June.
    19. David Audretsch, 2014. "From the entrepreneurial university to the university for the entrepreneurial society," The Journal of Technology Transfer, Springer, vol. 39(3), pages 313-321, June.
    20. Yury Dranev & Alisa Izosimova & Dirk Meissner, 2020. "Organizational Ambidexterity and Performance: Assessment Approaches and Empirical Evidence," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 676-691, June.
    21. Zeki Simsek, 2009. "Organizational Ambidexterity: Towards a Multilevel Understanding," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 597-624, June.
    22. 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.
    23. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    24. 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.
    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. Rella, Angela & Rubino, Michele & Raimo, Nicola & Vitolla, Filippo, 2024. "Does the digitalization of municipalities affect the efficiency of universities? An Italian case study using DEA and Malmquist index approaches," Technology in Society, Elsevier, vol. 77(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. Igors Skute, 2019. "Opening the black box of academic entrepreneurship: a bibliometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 120(1), pages 237-265, July.
    2. Peter T. Gianiodis & William R. Meek, 2020. "Entrepreneurial education for the entrepreneurial university: a stakeholder perspective," The Journal of Technology Transfer, Springer, vol. 45(4), pages 1167-1195, August.
    3. Forliano, Canio & De Bernardi, Paola & Yahiaoui, Dorra, 2021. "Entrepreneurial universities: A bibliometric analysis within the business and management domains," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    4. Aydemir, Nisa Yazici & Huang, Wan-Ling & Welch, Eric W., 2022. "Late-stage academic entrepreneurship: Explaining why academic scientists collaborate with industry to commercialize their patents," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    5. 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.
    6. Maribel Guerrero & Alain Fayolle & Maria Chiara Di Guardo & Wadid Lamine & Sarfraz Mian, 2024. "Re-viewing the entrepreneurial university: strategic challenges and theory building opportunities," Small Business Economics, Springer, vol. 63(2), pages 527-548, August.
    7. James A. Cunningham & Erik E. Lehmann & Matthias Menter & Nikolaus Seitz, 2019. "The impact of university focused technology transfer policies on regional innovation and entrepreneurship," The Journal of Technology Transfer, Springer, vol. 44(5), pages 1451-1475, October.
    8. Miao Wang & Danny Soetanto & Jianfeng Cai & Hina Munir, 2022. "Scientist or Entrepreneur? Identity centrality, university entrepreneurial mission, and academic entrepreneurial intention," The Journal of Technology Transfer, Springer, vol. 47(1), pages 119-146, February.
    9. Qiu, Hong & Chreim, Samia & Freel, Mark, 2023. "A tension lens for understanding entrepreneurship-related activities in the university," Technological Forecasting and Social Change, Elsevier, vol. 186(PB).
    10. Centobelli, Piera & Cerchione, Roberto & Esposito, Emilio & Shashi,, 2019. "Exploration and exploitation in the development of more entrepreneurial universities: A twisting learning path model of ambidexterity," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 172-194.
    11. 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.
    12. 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.
    13. Riviezzo, Angelo & Santos, Susana C. & Liñán, Francisco & Napolitano, Maria Rosaria & Fusco, Floriana, 2019. "European universities seeking entrepreneurial paths: the moderating effect of contextual variables on the entrepreneurial orientation-performance relationship," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 232-248.
    14. 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.
    15. Giuliano Sansone & Daniele Battaglia & Paolo Landoni & Emilio Paolucci, 2021. "Academic spinoffs: the role of entrepreneurship education," International Entrepreneurship and Management Journal, Springer, vol. 17(1), pages 369-399, March.
    16. O'Kane, Conor & Mangematin, Vincent & Zhang, Jing A. & Cunningham, James A., 2020. "How university-based principal investigators shape a hybrid role identity," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    17. Kristof De Witte & Laura López-Torres, 2017. "Efficiency in education: a review of literature and a way forward," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 339-363, April.
    18. Bijedić, Teita & Schröder, Christian & Werner, Arndt & Chen, Xiangyu, 2023. "How do working conditions, network relationships, and institutional support offers effect entrepreneurial intentions of German university scientists?," Technovation, Elsevier, vol. 123(C).
    19. 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.
    20. 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.

    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:14:y:2023:i:2:d:10.1007_s13132-022-00897-z. 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.