Development of Methods for Assessing the Digital Maturity of Organisations Considering the Regional Aspect
DOI:
https://doi.org/10.17059/ekon.reg.2022-2-11Keywords:
digital economy, digital transformation, digital maturity assessment, economic assessment tool, regional factors, regional management, resource allocation, digitalisationAbstract
Digital transformation has reached all regions of the Russian Federation. In this regard, it is essential to assess the digital maturity of various companies. Simultaneously, digital transformation projects should take into account interregional imbalances and regional specificities. The present study aims to develop an economic tool for assessing the digital maturity of organisations considering the regional aspect. To achieve this goal, we analysed theoretical approaches to assessing the digital maturity, presented a system of indicators that consider regional aspects, and created an assessment algorithm for interpreting the results. The developed economic tool allows the assessment of internal and external digital maturity in terms of quantitative indicators. Internal digital maturity considers scientific and technical, as well as production factors. In the presented methodology, external digital maturity considers four regional aspects: human, financial, consumer, infrastructural. Digital maturity was calculated using data normalisation methods to ensure their commensurability and analytic hierarchy process to consider the weight of each factor. Based on the presented scale, obtained via the method of simple grouping into equal intervals, digital maturity of organisations can be classified as basic, emerging, medium, advanced or high. Additionally, the conducted assessment of digital maturity allowed us to identify the “bottlenecks” in organisations that should be eliminated in order to increase the effectiveness of digital transformation. The developed economic tool was tested on the example of high-tech enterprises of the Russian Federation. The relationship between the calculated estimates and digital development of Russian regions was demonstrated. The obtained results can be used to implement strategies for managing the digital transformation of organisations, as well as to develop regional policies.
References
Abbate, T., Codini, A., Aquilani, B. & Vrontis, D. (2022). From knowledge ecosystems to capabilities ecosystems: When open innovation digital platforms lead to value co-creation. Journal of the Knowledge Economy, 13(1), 290–304. DOI: 10.1007/s13132–021–00720–1.
Akberdina, V., Kalinina, A. & Vlasov, A. (2018). Transformation stages of the Russian industrial complex in the context of economy digitization. Problems and Perspectives in Management, 16(4), 201–211. DOI: 10.21511/ppm.l6(4).2018.17.
Basaev, Z. V. (2018). The Digitalisation of the Economy: Russia in the Context of Global Transformation. Mir novoy ekonomiki [The world of new economy], 12(4), 32–38. (In Russ.)
Belkin, V. N., Belkina, N. A. & Vladykina, L. B. (2015). Theoretical basis of the company competitiveness assessment. Ekonomika regiona [Economy of Region], 1(1), 144–155. DOI: 10.17059/2015–1-13. (In Russ.)
Belousov, Yu. V. & Timofeeva, O. I. (2019). Methodology for defining the digital economy. Mir novoy ekonomiki [The world of new economy], 13(4), 79–89. DOI: 10.26794/2220–6469–2019–13–4-79–89. Retrieved from: https://wne.fa.ru/jour/article/viewFile/237/228.pdf (Date of access: 04.07.2021) (In Russ.)
Borremans, A. D., Zaychenko, I. M. & Iliashenko, O. Y. (2018). Digital economy. IT strategy of the company development. MATEC Web of Conferences, 170. DOI: 10.1051/matecconf/201817001034.
Bukht, R. & Heeks, R. (2018). Defining Conceptualising and Measuring the Digital Economy. International Organisations Research Journal, 13(2), 143–172. DOI: 10.17323/1996–7845–2018–02–07
Cognet, B., Pernot, J., Rivest, L. & Danjou, C. (2021). Digital maturity models: Comparing manual and semi-automatic similarity assessment frameworks. International Journal of Product Lifecycle Management, 13(4), 291–316.
De Carolis, A., Macchi, M., Negri, E. & Terzi, S. (2017). A Maturity Model for Assessing the Digital Readiness of Manufacturing Companies. In: H. Lödding, R. Riedel, K.-D. Thoben, G. von Cieminski, D. Kiritsis (Eds.), Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing (pp. 13–20). Cham: Springer. DOI: https://doi.org/10.1007/978–3-319–66923–6_2.
Gileva, T. A. (2019). Digital maturity of the enterprise: methods of assessment and management. Vestnik UGNTU. Nauka, obrazovanie, ekonomika. Seriya: Ekonomika [Bulletin USPTU. Science, Education, Economy. Series Economy], 1(27), 38–52. Retrieved from: https://cyberleninka.ru/article/n/tsifrovaya-zrelost-predpriyatiya-metody-otsenki-i-upravleniya (Date of access: 05.07.2021). (In Russ.)
Golovenchik, G. (2019). Theoretical approaches to the digital economy definition. Nauka i innovatsii [Science and innovation], 1, 54–59. (In Russ.)
Gureev, P. M., Degtyareva, V. V. & Prokhorova, I. S. (2020). National Features of Forming a Digital Economy in Russia. In: E. Popkova, B. Sergi (Eds.), Advances in Intelligent Systems and Computing (pp. 13–20). Cham: Springer. DOI: https://doi.org/10.1007/978–3-030–39319–9_2.
Hamidi, S. R., Aziz, A. A., Shuhidan, S. M., Aziz, A. A. & Mokhsin, M. (2018). SMEs Maturity Model Assessment of IR4.0 Digital Transformation. In: A. Lokman, T. Yamanaka, P. Lévy, K. Chen, S. Koyama, S. (Eds.), Proceedings of the 7th International Conference on Kansei Engineering and Emotion Research 2018. KEER 2018. Advances in Intelligent Systems and Computing, vol. 739 (pp. 721–732). Singapore: Springer. DOI: https://doi.org/10.1007/978–981–10–8612–0_75.
Isaev, E. A., Korovkina, N. L. & Tabakova, M. S. (2018). Evaluation of the readiness of a company’s it department for digital business transformation. Biznes-informatika [Business Informatics], 2(44), 55–64. (In Russ.)
Issa, A., Hatiboglu, B., Bildstein, A. & Bauernhansl, T. (2018). Industrie 4.0 roadmap: Framework for digital transformation based on the concepts of capability maturity and alignment. Procedia CIRP, 72, 973–978. DOI: 10.1016/j.procir.2018.03.151.
Khalilova, G. R. & Kuznecova, D. V. (2019). Assessment of digital maturity of Russian enterprises. In: Tsifrovaya ekonomika. Problemy i perspektivy razvitiya: sb. nauch. statey Mezhregionalnoy nauch.-prakt. konf. [Digital Economy: Problems and Development Prospects: Collection of Scientific Articles of the Interregional Scientific and Practical Conference] (pp. 226–231). Kursk: The Southwest State University. (In Russ.)
Lane, N. (1999). Advancing the digital economy into the 21st century. Information Systems Frontiers, 11(3), 317–320. DOI: 10.1023/A:1010010630396.
Mizintseva, M. F. & Gerbina, T. V. (2018). Knowledge management: A tool for implementing the digital economy. Scientific and Technical Information Processing, 45(1), 40–48. DOI: 10.3103/S0147688218010094.
Novichkov, N., Dolganova, O. & Novichkova, A. (2018). On the assessment of the company readiness for digital transformation. Obshchestvo i ekonomika [Society and economy], 8, 84–95. DOI: 10.31857/S020736760000815–5 (In Russ.)
Orlova, N. A. (2020). Approaches to the assessment of small industrial enterprises readiness for the digital economy. Vestnik universiteta, 2, 26–34. DOI: https://doi.org/10.26425/1816–4277–2020–2-26–34 Retrieved from: https://vestnik.guu.ru/jour/article/viewFile/2068/1640 (Date of access: 05.07.2021) (In Russ.)
Petrova, A. K. & Lashmanova, N. V. (2019). Digital transformation: personnel subsystems of management of the industrial enterprises innovative development. Innovatsii [Innovations], 8(250). Retrieved from: https://cyberleninka.ru/article/n/tsifrovaya-transformatsiya-kadrovye-podsistemy-upravleniya-innovatsionnym-razvitiem-promyshlennyh-predpriyatiy (Date of access: 05.07.2021). (In Russ.)
Popov, E. V. & Semyachkov, K. A. (2017). An assessment of readiness of the branches of Russian Federation for formation of digital economy. Innovatsii [Innovations], 4(222). Retrieved from: https://cyberleninka.ru/article/n/otsenka-gotovnosti-otrasley-rf-k-formirovaniyu-tsifrovoy-ekonomiki (Date of access 05.07.2021). (In Russ.)
Sándor, Á. & Gubán, Á. (2021). A measuring tool for the digital maturity of small and medium-sized enterprises. Management and Production Engineering Review, 12(4), 133–143. DOI: 10.24425/mper.2021.140001.
Schwer, K., Hitz, C., Wyss, R., Wirz, D. & Minonne, C. (2018). Digital maturity variables and their impact on the enterprise architecture layers. Problems and Perspectives in Management, 16(4), 141–154. DOI: 10.21511/ppm.16(4).2018.13.
Thrassou, A., Uzunboylu, N., Vrontis, D. & Christofi, M. (2020). Digitalization of SMEs: A Review of Opportunities and Challenges. In: A. Thrassou, D. Vrontis, Y. Weber, S. M. R. Shams, E. Tsoukatos (Eds.), The Changing Role of SMEs in Global Business (Palgrave Studies in Cross-disciplinary Business Research, in Association with EuroMed Academy of Business) (pp. 179–200). Palgrave Macmillan. DOI: https://doi.org/10.1007/978–3-030–45835–5_9.
Tutak, M. & Brodny, J. (2022). Business digital maturity in Europe and its implication for open innovation. Journal of Open Innovation: Technology, Market, and Complexity, 8(1). DOI: 10.3390/joitmc8010027.


