Yaroslavl, Yaroslavl, Russian Federation
The article examines the economic effects of digital transformation in industrial enterprises, focusing on both global developments and the specific context of Russia. The purpose of the study is to identify the conditions under which digitalization leads to tangible improvements in efficiency and productivity, and when it instead generates excessive costs, risks, or limited returns. Methodologically, the work relies on a comprehensive review of contemporary academic research from European, American, Korean, Chinese, and Russian scholars, complemented by comparative analysis of statistical data at the micro- and macroeconomic levels. The findings show that the deployment of Industry 4.0 technologies, industrial IoT, data analytics systems, and artificial intelligence generally results in higher labor productivity, reduced operational costs, improved product quality, and enhanced export potential. At the macro level, industrial digitalization contributes to faster economic growth and strengthened national competitiveness. However, the study also highlights significant challenges, including the high failure rate of digital transformation projects, substantial capital expenditures, cybersecurity threats, widening gaps between “digital leaders” and lagging firms, and structural shifts in the labor market. In Russia, the potential economic benefits of digitalization are considerable, yet remain only partially realized due to low digital maturity across many enterprises, shortages of skilled personnel, financial constraints, and technological restrictions intensified by sanctions. The article concludes that the economic impact of digital transformation is not automatic; it depends on effective change management, institutional quality, and strategic alignment between government initiatives and corporate priorities.
digital transformation; industry; economic impact; labor productivity; Industry 4.0; artificial intelligence; Russia; investment
1. Vial G. Understanding digital transformation: a review and a research agenda // Journal of Strategic Information Systems. 2019. 28(2). P. 118–144 DOI: https://doi.org/10.1016/j.jsis.2019.01.003
2. Tudose M. B., Georgescu A., Avasilcăi S. Global Analysis Regarding the Impact of Digital Transformation on Macroeconomic Outcomes // Sustainability. 2023. 15(5): 4583. DOI:https://doi.org/10.3390/su15054583 EDN: https://elibrary.ru/HYKBYY
3. Zhou Q., Cheng S., Fu F., Zhang J., Jiang Y. Enterprise digital transformation as a double-edged sword for employees: an investigation based on the Job Demands-Resources model // Humanities and Social Sciences Communications. 2025. 12, Article 1718. DOI:https://doi.org/10.1057/s41599-025-05985-4
4. Taylor & Francis Group. $2.3 trillion Wasted Globally in Failed Digital Transformation Programs – Costly and Complex Business Strategies are ‘Not Necessary’ (Press Release) // newsroom.taylorandfrancisgroup.com. 13.09.2023. URL: https://newsroom.taylorandfrancisgroup.com/costly-business-overhauls-are-not-needed-to-embrace-new-digital-technologies-according-to-specialist/ (data obrascheniya: 14.11.2025)
5. Kak ekonomika stanovitsya cifrovoy // RBK, 11.11.2024. URL: https://www.rbc.ru/industries/news/672dd29f9a7947234ef1a350 (data obrascheniya: 14.11.2025)
6. Zavody buduschego: kak zapustit' cifrovuyu transformaciyu promyshlennyh proizvodstv // Zhurnal «Sibur», 29.07.2025. URL: https://magazine.sibur.ru/publication/trends/zavody-budushchego-kak-zapustit-tsifrovuyu-transformatsiyu-promyshlennykh-proizvodstv/ (data obrascheniya: 14.11.2025)
7. «Cifra» v dele. Kak tehnologii pomogayut biznesu povysit' effektivnost' v raznyh otraslyah // SberPro Media, 16.04.2024. URL: https://sber.pro/publication/cifra-v-dele-kak-tekhnologii-pomogayut-biznesu-povysit-ehffektivnost-v-raznyh-otraslyah/ (data obrascheniya: 14.11.2025)
8. Perducat C., Schwertner A. L. Industrial AI gives people “superpowers” in advanced manufacturing. Here’s how // World Economic Forum, 12.01.2024. URL: https://www.weforum.org/stories/2024/01/industrial-ai-superpowers-advanced-manufacturing/ (data obrascheniya: 14.11.2025)
9. Shao X. et al. Digital transformation and production efficiency in China’s manufacturing // International Review of Economics & Finance. 2024 (v pechati). DOI:https://doi.org/10.1016/j.iref.2024.01
10. South Korea – Manufacturing Technology – Smart Factory // Country Commercial Guide, U.S. International Trade Administration, obnovleno 05.12.2023. URL: https://www.trade.gov/country-commercial-guides/south-korea-manufacturing-technology-smart-factory (data obrascheniya: 14.11.2025)
11. Wang D., Shao X. Research on the impact of digital transformation on the production efficiency of manufacturing enterprises: Institution-based analysis of the threshold effect // International Review of Economics and Finance. 2024. Vol. 91. P. 883–897. DOI: https://doi.org/10.1016/j.iref.2024.01.046; EDN: https://elibrary.ru/UPUORM
12. Cifrovaya transformaciya s II: kak dannye menyayut promyshlennost' // Ec[ON]omyKZ. – 2025. – 21 oktyabrya. – Rezhim dostupa: https://economykz.org/?p=21768#:~:text=Ekonomicheskaya%20cena%20otkaza%20ot%20II,millionov%20v%20zavisimosti%20ot%20otrasli. – Data obrascheniya: 15.09.2025.
13. Industrial AI is giving advanced manufacturing new superpowers. World Economic Forum, 29 Jan. 2024, www.weforum.org/stories/2024/01/industrial-ai-superpowers-advanced-manufacturing/
14. 70 per cent of transformation projects fail – and everyone’s ignoring the same fix // Financial Times. – 2025. – 3. – URL: https://www.ft.com/partnercontent/teamviewer/70-per-cent-of-transformation-projects-fail-and-everyones-ignoring-the-same-fix.html (data obrascheniya: 14.09.2025).
