University–Industry Cooperation under the Conditions of Technological Modernization in Russia

The article examines the role of universities in the technological modernization of the country. Such modernization requires not only strong education and science, but also high-quality partnerships between universities and the industrial sector. The aim of the study is to analyze key indicators of university–industry cooperation in the context of Russia’s technological modernization based on the assessment of statistical data, including the volume of R&D, revenues from intellectual property, licensing agreements, the number of participants in continuing professional education programs, enterprises with contracts for training specialists, and companies serving as internship bases. Based on these indicators, a series of university clusters were identified. The research was conducted using the case of one of the leading regions of scientific and technological development in the Russian Federation – the Republic of Tatarstan. The analysis allowed the 44 universities of the region to be grouped into several clusters: leaders of technological modernization, particularly strong in R&D and showing high performance across all parameters; practice-oriented universities with strong engagement with industrial partners; research centers, leaders in intellectual activity and R&D but lagging in educational cooperation; outsiders, underperforming across all dimensions; and niche specialists, showing leading performance in one or two indicators. For each cluster, recommendations were developed to support managerial decision-making aimed at enhancing cooperation with the industrial sector. The statistical base of the study consisted of data from the Ministry of Science and Higher Education of the Russian Federation. The research methodology included comparative analysis (university benchmarking), structural and dynamic analysis (evaluation by various indicators), and cluster analysis (grouping of universities). The findings may be useful for regional authorities, universities, and enterprises in making strategic decisions.

1. Gataullina A. A., Zyabbarova A. A. Upravlenie nauchno-tekhnologicheskim razvitiem regionov Privolzhskogo federal’nogo okruga: obzor gosudarstvennyh programm [Management of scientific and technological regional development in the Volga Federal District: review of government programs]. Izvestiya Yugo-Zapadnogo gosudarstvennogo universiteta. Seriya: Ekonomika. Sociologiya. Menedzhment, 2024, vol. 14 (4), pp. 126–140. doi 10.21869/2223-1552-2024-14-4-126-140 (In Russ.).

2. Weckowska D. M. Learning in University Technology Transfer Offices: Transactions-Focused and Relations-Focused Approaches to Commercialization of Academic Research. Technovation, 2015, vol. 41–42, pp. 62–74. doi 10.1016/j.technovation.2014.11.003 (In Eng.).

3. Santoro M. D., Chakrabarti A. K. Building Industry-University Research Centers: Some Strategic Considerations. International Journal of Management Reviews, 1999, vol. 1 (3), pp. 225–244. doi 10.1111/1468-2370.00014 (In Eng.).

4. Laursen K., Salter A. Searching High and Low: What Types of Firms Use Universities as a Source of Innovation? Research Policy, vol. 33 (8), pp. 1201–1215. doi 10.1016/j.respol.2004.07.004 (In Eng.).

5. Melikyan A. V. Faktory rezul’tativnosti nauchno-issledovatel’skogo sotrudnichestva vuzov i biznesa [Performance factors of research cooperation between universities and business]. Universitetskoe upravlenie: praktika i analiz, 2024, vol. 28 (2), pp. 96 –110. doi 10.15826/umpa.2024.02.018 (In Russ.).

6. Serova A. V., Suhanova E. A., Ott M. A. Kak preodolet‘ razryv vysshego obrazovaniya s trebovaniyami rynka truda? Organizacionnye modeli vzaimodejstviya s rabotodatelyami [How to overcome the gap between higher education and labor market requirements? Organizational models for interaction with employers]. Universitetskoe upravlenie: praktika i analiz, 2024, vol. 28 (2), pp. 120–130. doi 10.15826/umpa.2024.02.020 (In Russ.).

7. Gataullina A. A., Ildarkhanova A. K. Research Methodology of Regional Aspect of Management of Engineering Universities. In: Mantulenko V. Proceedings of the 4th International Conference Engineering Innovations and Sustainable Development. Springer, 2025, vol. 648, pp. 423–431. doi: 10.1007/978-3-031-92520-7_57 (In Eng.).

8. Kunttu L. Educational Involvement in Innovative University–Industry Collaboration. Technology Innovation Management Review, 2017, vol. 7 (12), pp. 14–22. doi 10.22215/timreview/1124 (In Eng.).

9. Perkmann M., Tartari V., McKelvey M., Autio E. et al. Academic Engagement and Commercialization: A Review of the Literature on University–Industry Relations. Research Policy, 2013, vol. 42 (2), pp. 423–442. doi 10.1016/j.respol.2012.09.007 (In Eng.).

10. Anciferova I. V., Beltyukova S. M., Koshin V. A., Anciferova A. S. Investicii v nauku kak osnova effektivnogo razvitiya regiona (na primere Permskogo kraya) [Investments in science as a basis for effective regional development (on the example of the Perm Region)]. Ekonomika i predprinimatel’stvo, 2022, vol. 11 (148), pp. 414–420. (In Russ.).

11. Galieva L. E., Chertina I. V. Vliyanie gosudarstvennykh investitsii na razvitie obrazovaniya v Rossii [The impact of public investments on the development of education in Russia]. In: Teoreticheskii i prakticheskii potentsial sovremennoi nauki: sbornik nauchnykh statei [Theoretical and practical potential of modern science: collection of scientific articles], Moscow, Pero, 2021, pp. 115–120. (In Russ.).

12. Bel’mas S. M. Podgotovka kadrov dlya initsiirovaniya proektov tsifrovizatsii predpriyatii v Permskom krae [Training of personnel for initiating digitalization projects at enterprises in the Perm Region]. In: Shumpeterovskie chteniya: materialy IX Mezhdunarodnoi nauchno-prakticheskoi konferentsii, 27–28 yanvarya 2020 g [Shumpeter Readings: Proceedings of the 9th international scientific and practical conference, January 27–28, 2020], Perm’, Izd-vo Permskogo natsional’nogo issledovatel’skogo politekhnicheskogo universiteta, 2020, pp. 85–92. (In Russ.).

13. Erkkiläa T. Trapped in University Rankings: Bridging Global Competitiveness and Local Innovation. International Studies in Sociology of Education, 2020, vol. 29, iss. 1–2, pp. 38–60. (In Eng.).

14. Bürger R., Fiates G. G. S. Fundamental elements of university-industry interaction from a grounded theory approach. Innovation & Management Review, 2024, vol. 21 (1), pp. 28-43. doi 10.1108/INMR-08-2021-0156 (In Eng.).

15. Johnston A., Wells P., Woodhouse D. Examining the roles of universities in place-based industrial strategy: which characteristics drive knowledge creation in priority technologies? Regional Studies, 2021, vol. 57 (6), pp. 1084–1095. doi 10.1080/00343404.2021.1956683 (In Eng.).

16. Shilchenko T. N. Integraciya obrazovaniya, nauki i biznesa cherez klasternye modeli dlya effektivnogo razvitiya ekonomiki strany [Integration of education, science, and business through cluster models for the effective development of the country’s economy]. Vestnik Taganrogskogo instituta upravleniya i ekonomiki, 2021, vol. 2, pp. 36–40. (In Russ.).

17. Mityakov S. N., Shiryaev M. V., Yakovleva N. N. Klasternaya model’ vzaimodejstviya tekhnicheskih vuzov s promyshlennymi predpriyatiyami [Cluster model of interaction between technical universities and industrial enterprises]. Ekonomika promyshlennosti, 2013, vol. 4, pp. 36–39. DOI: 10.17073/2072-1633-2013-4-36-39 (In Russ.).

18. Shuklina E. A., Pevnaya M. V. Predpriyatiya i vuzy regiona: formy setevykh vzaimodeistvii v otsenkakh ekspertov [Enterprises and universities of the region: forms of network interactions in expert assessments]. Universitetskoe upravlenie: praktika i analiz, 2018, vol. 22, nr 3 (115), pp. 86–99. doi 10.15826/umpa.2018.03.029. (In Russ.).

19. Balyasnikova T. S. Klasternaya model’ strategicheskogo partnerstva predpriyatii i obrazovatel’nykh organizatsii [Cluster model of strategic partnership of enterprises and educational organizations]. Professional’noe obrazovanie i rynok truda, 2018, vol. 1, pp. 16–19. (In Russ.).

20. Porter M. E. The Competitive Advantage of Nations: With a New Introduction. New York, The Free Press, 1990, 875 p. (In Eng.).

21. Taikulakova G. S., Myrzakhmet M. K., Myrzakhmet B. K., Bazarkhanova G. O. Analiz predprinimatel’skoi aktivnosti regional’nykh universitetov v protsesse sozdaniya promyshlennykh klasterov [Analysis of entrepreneurial activity of regional universities in the process of creating industrial clusters]. Economy: strategy and practice, 2024, vol. 19 (2), pp. 100–122. doi 10.51176/1997-9967-2024-2-100-122 (In Russ.).

22. Shkarina T. Yu., Puzyreva A. A., Trushchenko A. N. Modeli vzaimodeistviya mezhdu obrazovaniem i biznesom: analiz, tendentsii i perspektivy [Models of interaction between education and business: analysis, trends and prospects]. Izvestiya Tul’skogo gosudarstvennogo universiteta. Tekhnicheskie nauki, 2024, vol. 8, pp. 64–69. doi 10.24412/2071-6168-2024-8-64-65. (In Russ.).

23. Kurbatova M. V., Kagan E. S., Vshivkova A. A. Regional’noe razvitie: problemy formirovaniya i realizatsii nauchno-tekhnicheskogo potentsiala [Regional development: problems of formation and realization of scientific and technical potential]. ТЕRRА ECONOMICUS, 2018, vol. 16, nr 1, pp. 101–117. (In Russ.).

24. Safiullin M. R., Gataullina A. A., Il’darkhanova A. K., Dinmukhametova A. A. Razrabotka indeksa razvitiya regional’noi vysshei shkoly (na primere regionov Rossiiskoi Federatsii) [Formulation of regional higher school development index (using regions of the Russian Federation as a case of study)]. Rossiiskii ekonomicheskii zhurnal, 2023, nr 5, pp. 97–111. doi 10.52210/0130-9757_2023_5_97. (In Russ.).

25. Safiullin M. R., Gataullina A. A., Il’darkhanova A. K., Kuz’mishin I. A. Klasterizatsiya regionov rossiiskoi federatsii po urovnyu razvitiya vysshei shkoly i konkurentosposobnosti ekonomiki [Russian regions clustering by the level of higher education development and economic competitiveness]. Universitetskoe upravlenie: praktika i analiz, 2023, vol. 27, nr 4, pp. 23–42. doi 10.15826/umpa.2023.04.031. (In Russ.).

26. Etzkowitz H. The norms of entrepreneurial science: cognitive effects of the new university-industry linkages. Research Policy, 1998, vol. 27, pp. 823–833. doi 10.1016/S0048-7333(98)00093-6. (In Eng.).

27. Benneworth P., Kitagawa F. Universities and Regional Development in the Periphery. The International Encyclopedia of Higher Education Systems and Institutions, 2017, P. 1–7. doi 10.1007/978-94-017-9553-1_353-1. (In Eng.).

28. Heaton S., Siegel D., Teece D. Universities and innovation ecosystems: a dynamic capabilities perspective. Industrial and Corporate Change, 2019, vol. 28 (4), pp. 1–19. doi 10.1093/ICC/DTZ038. (In Eng.).

29. Cai Y., Ferrer B., Lastra J. Building University-Industry Co-Innovation Networks in Transnational Innovation Ecosystems: Towards a Transdisciplinary Approach of Integrating Social Sciences and Artificial Intelligence. Sustainability, 2019, vol. 11, nr 17. doi 10.3390/SU11174633. (In Eng.).

30. Shtykhno D., Petrov A. Interaction between higher educational institutions and their partners. Scientific Works of the Free Economic Society of Russia, 2023, vol. 243, nr 5, pp. 85-97. doi 10.38197/2072-2060-2023-243-5-85-97. (In Eng.).

31. Terán-Bustamante A., Martínez-Velasco A., López-Fernández A. University–Industry Collaboration: A Sustainable Technology Transfer Model. Administrative Sciences, 2021, vol. 11, nr 4. doi 10.3390/admsci11040142. (In Eng.).

32. Santoro M., Chakrabarti A. Firm size and technology centrality in industry-university interactions. Research Policy, 2002, vol. 31, pp. 1163–1180. doi 10.1016/S0048-7333(01)00190-1. (In Eng.).

33. Evans N., Miklošík A., Du J. University-industry collaboration as a driver of digital transformation: Types, benefits and enablers. Heliyon, 2023, vol. 9. doi 10.1016/j.heliyon.2023.e21017 (In Eng.).

34. Hailu A. The role of university–industry linkages in promoting technology transfer: implementation of triple helix model relations. Journal of Innovation and Entrepreneurship, 2024, vol. 13, p. 1–17. doi 10.1186/s13731-024-00370-y (In Eng.).