Ecosystem of human capital reproduction in the digital economy: methodological approaches to research

The article introduces a new multidisciplinary concept «ecosystem of reproduction of human capital (network human capital)» into scientific circulation. New directions of research of the ecosystem of reproduction of human capital in the digital economy have been identified. Based on the method of bibliometric analysis, clusters are identified and the relationship of the main terms used in modern scientific literature on the topic of educational ecosystems, such as innovation ecosystem, entrepreneurial ecosystem, university ecosystem, is revealed. It is concluded that the new multidisciplinary concept of «ecosystem of reproduction of human capital» deepens and expands the boundaries of the subject and field of research, deepens the categorical content and makes more diverse forms of human capital in the modern digital economy

Keywords: ecosystem, human capital, methodology, digital economy, networks, universities, clusters


  1. V. V. Grinshkun, G. A. Krasnova. Virtual universities: success factors and development prospects//Bulletin of the RUDN. Series: «Informatization of education». 2018. Vol. 15. № 1. P. 7-17.
  2. S. A. Dyatlov. The singularity of the digital neural network economy: monograph. SPb.: Publishing house of SPbGEU, 1997. 176 p.
  3. S. A. Dyatlov. Enero-networked hypercompetitive economy: monograph. SPb.: Publishing house of SPbGEU, 1997. 133 p.
  4. G. Itskovits. Triple helix. Universities – enterprises – the state. Innovation in action. Tomsk: Publishing House of Tomsk State University of Control Systems and Radioelectronics, 2010. 238 p
  5. G. B. Kleiner. Industrial ecosystems: a look into the future//The economic revival of Russia. 2018. № 2 (56). P. 53-62.
  6. L. V. Konstantinova, E. V. Shubenkova, N. N. Gagiev et al. Trends in the development of higher education in the world and in Russia: analytical report-digest. M.: Plekhanov Russian University of Economics, 2021. 199 p.
  7. Typology of universities, models and tools of organizational development: preprint/Edited by V. S. Efimov. Krasnoyarsk: SFU, 2018. 52 p.
  8. J. Alvedalen, R. Boschma. A critical review of entrepreneurial ecosystems research: towards a future research agenda//European Planning Studies. 25. 2017. P. 887-903.
  9. Z. Cao, X. Shi. A Systematic Literature Review of Entrepreneurial Ecosystems in Advanced and Emerging Economies//Small Business Economics. 57(1): 75. 2020.
  10. О. Granstranda, M. Holgerssonb., Innovation ecosystems: A conceptual review and a new definition//Technovation. 2020. P. 1-12.
  11. M. Guerrero, D. Urbano, E. Gajуn. Entrepreneurial university ecosystems and graduates' career patterns: do entrepreneurship education programmes and university business incubators matter?//Journal of Management Development. 39 (5). 2020. P. 753-775.
  12. K. Lahikainen, J. Kolhinen, E. Ruskovaara, T. Pihkala. Challenges to the development of an entrepreneurial university ecosystem: The case of a Finnish university campus//Industry and Higher Education. Vol. 33. № 2. 2019. P. 96-107.
  13. J. Moore. The Death of Competition: Leadership and strategy in the age of business ecosystems. New York: Harper Business, 1996. 320 p.
  14. P. Roundy, M. Bradshaw, B. Brockman. The Emergence of Entrepreneurial Ecosystems: A Complex Adaptive Systems Approach//Journal of Business Research. 2018. P. 1-10.
  15. J. Spencer-Keyse, P. Luksha, J. Cubista. Learning Ecosystems: An Emerging Praxis For The Future Of Education. Moscow School of Management Skolkovo and Global Education Futures: Moscow, 2020.
  16. B. Spigel, R. Harrison. Toward a process theory of entrepreneurial ecosystems//Strategic Entrepreneurship Journal. 12(1). 2018. P. 151-168.
  17. S. Beck, M. Bogers, T. Brasseur et al. The Open Innovation in Science research field: a collaborative conceptualisation approach//Industry and Innovation. 2020. P. 1-52.