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Integral index of digitalization efficiency in the system of analyzing business ecosystem development

EDN: OBDLZH

Abstract

In the context of the accelerating digital transformation of the manufacturing sector of the Russian economy, a methodological gap persists in understanding the impact of digitalization on the performance efficiency of enterprises and business ecosystems. The purpose of this study is to develop a methodological framework for the integrated assessment of digitalization efficiency (the diffusion and application of digital technologies) within the core of an industrial ecosystem by accounting for the combined economic, operational, technical, social, and market effects. The methodological foundation of the research is based on the principles of the systems and process approaches, the concepts of enterprise digital maturity and managed business ecosystems, as well as the principles of lean production and digital management. The methodological framework includes a quantitative tool developed by the authors – an integral digitalization efficiency index (IIE), constructed using the Analytic Hierarchy Process (AHP), multi-criteria decision analysis (MCDA), normalization procedures, and weighted additive aggregation. The empirical basis of the study is represented by a case study of a B2B engineering (machine-building) enterprise. The results demonstrate a stable growth of the integral index, indicating a systemic effect of digitalization and the company’s transition from localized improvements to a mature phase of a digital ecosystem. In future research, the integrated approach may be further developed toward greater accuracy and practical applicability, enabling the transformation of the index from an analytical indicator into a sustainable managerial decision-making tool under conditions of a changing external environment. At the same time, a key limitation of the methodology is identified: the growth of the integral digitalization index should be interpreted as the result of a comprehensive transformation of enterprise activities, within which digitalization represents a significant, but not the sole, factor influencing the observed effects. 

About the Authors

E. V. Popov
Ural Institute of Management RANEPA
Russian Federation

Evgeny V. Popov – Doctor of Economic Sciences, Doctor of Physical and Mathematical Sciences, Professor, Corresponding Member of the Russian Academy of Sciences, Director of the Center for Socio-Economic Research

Scopus Author ID: 24822113400, WoS Researcher
ID: H-3358-2015

66, 8 Marta St., Yekaterinburg, 620144



V. L. Simonova
Ural Institute of Management RANEPA
Russian Federation

Victoria L. Simonova – Candidate of Economic Sciences, Deputy Director of the Center for Socio-Economic Research

 WoS Researcher ID: j-7050-2017

66, 8 Marta St., Yekaterinburg, 620144



A. S. Zyrianov
Ural Institute of Management RANEPA
Russian Federation

Aleksandr S. Zyrianov – Postgraduate student

WoS Researcher ID: LEL-8920–2024

66, 8 Marta St., Yekaterinburg, 620144



References

1. Abramov, V.I., Gordeev, V.V., & Stolyarov, A.D. (2024). Digital transformation of industrial enterprises into digital business ecosystems: Structural components and practical aspects of implementation. Fundamental Research, (9), 78–85. EDN: EFIZBI (in Russian) https://doi.org/10.17513/fr.43680

2. Vasilieva, E.V. (2023). Methodology for exploring the possibilities of digital platforms and ecosystems: Experience of using Platform Innovation Kit. Modern Information Technologies and IT-Education, 19(1), 24–35. EDN: AHQXPS (in Russian) https://doi.org/10.25559/SITITO.019.202301.024–035

3. Kalenov, O.E. (2023). Estimating Efficiency of Business Ecosystem Functioning in Digital Economy. Vestnik of the Plekhanov Russian University of Economics, 20(1(127)), 162–174. EDN: VJXTRC (in Russian) https://doi.org/10.21686/2413-2829-2023-1-162-174

4. Kovalev, V.E., Yaroshevich, N.Yu., & Komarova, O.V. (2025). The digital future of mechanical engineering: Assessing the potential for platform markets. Upravlenets (The Manager), 16(1), 35–47. EDN: IYNDUH (in Russian) https://doi.org/10.29141/2218-5003-2025-16-1-3

5. Nigai, E.A. (2023). Digital business ecosystems formation in the context of information society development: Management aspect. Ars Administrandi (The Art of Management), 15(3), 353–376. EDN: OFEWBY (in Russian) https://doi.org/10.17072/2218-9173-2023-3-353-376

6. Popov, E.V., Simonova, V.L., & Zyrianov, A.S. (2024). The evolution of business ecosystems in industry: From the classical to the digital type. Informatization in the Digital Economy, 5(3), 341–360. EDN: LVPLGO (in Russian) https://doi.org/10.18334/ide.5.3.121748. (in Russian)

7. Popov, E.V., Simonova, V.L., & Zyrianov, A.S. (2025a). Developing a digitalization strategy for industrial enterprise business ecosystems. Economics and Management, 31(5), 576–592. EDN: TBAVVS (in Russian) https://doi.org/10.35854/1998-1627-2025-5-576-592

8. Popov, E.V., Simonova, V.L., & Zyrianov, A.S. (2025b). Index of integral efficiency of the digital platform business ecosystem. Russian Journal of Industrial Economics, 18(3), 405–420. EDN: NBPLIG (in Russian) https://doi.org/10.17073/2072-1633-2025-3-1440

9. Alhassan, M., & Adam, I. (2021). The effects of digital inclusion and ICT access on the quality of life: A global perspective. Technology in Society, (64), 101511. EDN: LNZOSV, https://doi.org/10.1016/j.techsoc.2020.101511

10. Berente, N., Gu, B., Recker, J., & Santhanam, R. (2021). Managing artificial intelligence. MIS Quarterly, 45(3), 1433–1450. EDN: ZDHGRI, https://doi.org/10.25300/MISQ/2021/16274

11. Björkdahl, J. (2020). Strategies for digitalization in manufacturing firms. California Management Review, 62(4), 17–36. EDN: NXYFTB, https://doi.org/10.1177/0008125620920349

12. Brynjolfsson, E., Hitt, L.M., & Kim, H.H. (2011). Strength in numbers: How does data-driven decision making affect firm performance? In Proceedings of the International Conference on Information Systems (ICIS2011) (pp. 541–558). Association for Information Systems. https://doi.org/10.2139/ssrn.1819486

13. Cubric, M. (2020). Drivers, barriers and social considerations for AI adoption in business and management: A tertiary study. Technology in Society, (62), 101257. EDN: DJMDBS, https://doi.org/10.1016/j.techsoc.2020.101257

14. Deepu, T.S., & Ravi, V. (2021). Exploring critical success factors influencing adoption of digital twin and physical internet in electronics industry using grey-DEMATEL approach. Digital Business, 1(2), 100009. EDN: LCWWVT, https://doi.org/10.1016/j.digbus.2021.100009

15. Hanelt, A., Busse, S., & Kolbe, L.M. (2017). Driving business transformation toward sustainability: Exploring the impact of supporting IS on the performance contribution of eco-innovations. Information Systems Journal, 27(4), 463–502. https://doi.org/10.1111/isj.12130

16. Hess, T., Matt, C., Benlian, A., & Wiesbock, F. (2016). Options for formulating a digital transformation strategy. MIS Quarterly Executive, 15(2), 123–139.

17. Jovanovic, M., Sjodin, D., & Parida, V. (2022). Co-evolution of platform architecture, platform services, and platform governance: Expanding the platform value of industrial digital platforms. Technovation, (118), 102218. EDN: GDZUGD, https://doi.org/10.1016/j.technovation.2020.102218

18. Madanaguli, A., Parida, V., Sjodin, D., & Oghazi, P. (2023). Literature review on industrial digital platforms: A business model perspective and suggestions for future research. Technological Forecasting and Social Change, (194), 122606. EDN: WFJTBI, https://doi.org/10.1016/j.techfore.2023.122606

19. Meng, F., & Wang, W. (2020). Research on the mechanism of digitalization to the improvement of manufacturing enterprises performance based on mediating effect. In 2020 6th IEEE International Conference on Information Management (ICIM) (pp. 122–126). IEEE. https://doi.org/10.1109/ICIM49319.2020.244683

20. Nandkumar, A., Mani, D., & Bharadwaj, A. (2018). Market returns to digital innovations: A group based trajectory approach. Academy of Management Proceedings, 2018(1), 15241. https://doi.org/10.5465/ambpp.2018.15241abstract

21. Park, Y., & Saraf, N. (2016). Investigating the complexity of organizational digitization and firm performance: A set-theoretic configurational approach. In Proceedings of the 22nd Americas Conference on Information Systems (AMCIS2016). Association for Information Systems.

22. Rymaszewska, A., Helo, P., & Gunasekaran, A. (2017). IoT powered servitization of manufacturing: An exploratory case study. International Journal of Production Economics, (192), 92–105. https://doi.org/10.1016/j.ijpe.2017.02.016

23. Rungi, M. (2019). Digitalization: Size doesn’t matter, put focus on product-and-service, not on process. In 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 741–745). IEEE. https://doi.org/10.1109/IEEM44572.2019.8978749

24. Sener, E., & Yuksel, A.N. (2017). The reflections of digitalization at organizational level: industry 4.0 in Turkey. Pressacademia, 6(3), 291–300. https://doi.org/10.17261/pressacademia.2017.688

25. Sia, S.K., Soh, C., & Weill, P. (2016). How DBS Bank pursued a digital business strategy. MIS Quarterly Executive, 15(2), 105–121.

26. Steele, K., Carmel, Y., Cross, J., & Wilcox, C. (2009). Uses and misuses of multicriteria decision analysis (MCDA) in environmental decision making. Risk Analysis, 29(1), 26–33. EDN: MMJGDH, https://doi.org/10.1111/j.1539-6924.2008.01130.x

27. Verhoef, P.C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J.Q., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, 889–901. EDN: BUXXSM, https://doi.org/10.1016/j.jbusres.2019.09.022

28. Westerman, G., Bonnet, D., & McAfee, A. (2014). The nine elements of digital transformation. MIT Sloan Management Review, 55(3), 1–6.

29. Zavadskas, E.K., Turskis, Z., & Kildienė, S. (2014). State of art surveys of overviews on MCDM/MADM methods. Technological and Economic Development of Economy, 20(1), 165–179.


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Popov E.V., Simonova V.L., Zyrianov A.S. Integral index of digitalization efficiency in the system of analyzing business ecosystem development. Economics of Science. 2026;12(1):86-105. (In Russ.) EDN: OBDLZH

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