Digital transformation as a tool for creating an inclusive economy in Ukraine during wartime
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DOIhttp://dx.doi.org/10.21511/ppm.22(3).2024.34
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Article InfoVolume 22 2024, Issue #3, pp. 440-457
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The russian aggression against Ukraine underscores the need to reassess regional strategies for digitalization and inclusivity. The study aims to identify strategies for enhancing these areas during wartime. Taxonomy and cluster and factor analysis methods have shown that regions with a higher level of digitalization have lower levels of poverty and unemployment. Specifically, regions in the top quartile of the digitalization index reported, on average, 12% lower unemployment rates compared to those in the bottom quartile. The analysis identifies distinct regional groupings: areas such as Zaporizhzhia, Kherson, Donetsk, and Luhansk are partially occupied and exhibiting low digitalization and inclusivity, in contrast with Mykolaiv and Kirovohrad that show moderate progress. Rural regions face a significant digital divide, with only 60% of rural households having stable internet access compared to 90% in urban areas. Factor analysis confirms that wartime conditions have accelerated digital transformation, evidenced by a 42% increase in Diia app usage from 2021 to 2023 and a rise in internet penetration from 62% in 2019 to 78% in 2023. Additionally, IT sector export revenues grew by 20% in 2022, and technology startups doubled between 2019 and 2023. The study proposes a strategic framework for regional adaptation: intensive digitalization and inclusivity for Zaporizhzhia, Kherson, Donetsk, and Luhansk regions; digitalization for Mykolaiv region; inclusivity for Kirovohrad and Zakarpattia regions; and balanced adaptation for Chernivtsi and Khmelnytskyi regions. Recommended measures include modernizing digital infrastructure, expanding educational opportunities, supporting startups, and aligning digital and social initiatives to foster regional resilience and development.
- Keywords
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JEL Classification (Paper profile tab)О12, O33, G28, I23
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References61
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Tables13
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Figures4
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- Figure 1. Graph of k-means of clustering of Ukrainian regions during the war based on inclusion
- Figure 2. Graph of k-means of clustering of Ukrainian regions during the war based on digitalization
- Figure 3. Comprehensive clustering of regions by digitalization and inclusion attributes
- Figure 4. Matrix of positioning of Ukrainian regions by digitalization and inclusion attributes
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- Table 1. Methodology for assessing equal inclusiveness and digital transformation of the regions of Ukraine in the minds of the crisis
- Table 2. Composition of the first cluster based on inclusion
- Table 3. Composition of the second cluster based on inclusion
- Table 4. Composition of the third cluster on the inclusion category
- Table 5. Composition of the first cluster based on digitalization
- Table 6. Composition of the second based on digitalization
- Table 7. Composition of the third cluster based on digitalization
- Table 8. Summary of clustering analysis
- Table 9. Regional adaptation principles
- Table 10. Regional strategies for digital transformation and inclusivity
- Table 11. Results of factor analysis
- Table A1. Baseline data for assessing the level of inclusiveness of Ukrainian regions during the war
- Table A2. Baseline data for assessing the level of digitalization of Ukraine’s regions during the war
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- Anderson, M., Pitchforth, E., Asaria, M., Brayne, C., Casadei, B., Charlesworth, A., Coulter, A., Franklin, B. D., Donaldson, C., Drummond, M., Dunnell, K., Foster, M., Hussey, R., Johnson, P., Johnston-Webber, C., Knapp, M., Lavery, G., Longley, M., Clark, J. M., . . . Mossialos, E. (2021). LSE–Lancet Commission on the future of the NHS: re-laying the foundations for an equitable and efficient health and care service after COVID-19. The Lancet, 397(10288), 1912-1978.
- Armocida, B., Ussai, S., Pavlovych, M., Valente, M., Missoni, E., Pistis, M., Lauria, B., Bustreo, F., & Onder, G. (2022). Older people: Forgotten victims amid the Ukrainian humanitarian disaster. The Lancet Public Health, 7(5), e402-e403.
- Atkinson, R. D., & Castro, D. (2008). Digital quality of life: Understanding the personal and social benefits of the information technology revolution. SSRN Electronic Journal.
- Babchynska, О. І., Vagonova, O. H., Nyzhnyk, V. M., Posvalyuk, O. A., & Lozovskyi, O. M. (2024). Gross regional product in Ukraine: Two-dimensional analysis of regularities and territorial features. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu, 2024(1), 175-184.
- Bakhmat, N., Sydoruk, L., Poberezhets, H., Misenyova, V., Boyarova, O., & Mazur, Y. (2023). Features of using the opportunities of the digital environment of the higher educational institution for the development of future economists’ professional competence. Economics Affairs, 68(1s), 43-50.
- Bieliaieva, N., Holiiad, I., Dynko, V., & Mogilat, A. (2023). Developing and implementing a distance learning model for training specialists of the future. Futurity Education, 3(2), 194-212.
- Bolila, S. (2023). Rol informatsiinykh tekhnolohii ta tsyfrovykh instrumentiv v umovakh vyklykiv viiny ta pisliavoiennoho vidnovlennia ekonomiky Ukrainy [The role of information technologies and digital tools in the context of war challenges and post-war recovery of Ukraine’s economy]. Taurida Scientific Herald. Series: Economics, 16, 262-272. (In Ukrainian).
- Broeders, D., & Hampshire, J. (2013). Dreaming of seamless borders: ICTs and the pre-emptive governance of mobility in Europe. Journal of Ethnic and Migration Studies, 39(8), 1201-1218.
- Brown, P. (2013). Education, opportunity and the prospects for social mobility. British Journal of Sociology of Education, 34(5-6), 678-700.
- Brynjolfsson, E., & Saunders, A. (2010). Wired for innovation: How information technology is reshaping the economy. MIT Press.
- Bryukhovetskaya, N. Y., & Chernykh, O. (2020). Industry 4.0 and digitalization of the economy: Opportunities to use foreign experience in Ukrainian. Economy of Industry, 2(90), 116-132.
- Carey, D., & Rabesona, J. (2003). Tax ratios on labour and capital income and on consumption. OECD Economic Studies, 2002(2), 129-174.
- Chen, W., & Wu, Y. (2022). Does intellectual property protection stimulate digital economy development? Journal of Applied Economics, 25(1), 723-730.
- D’Orville, H. (2020). COVID-19 causes unprecedented educational disruption: Is there a road towards a new normal? Prospects, 49(1-2), 11-15.
- Data Friendly Space. (2024). Ukrainian crisis. Situational analysis.
- Dunayev, I., Byelova, L., Kud, A., & Rodchenko, V. (2023). Implementing the government as a platform” concept: The assessment method and an optimal human-centered structure to address technological challenges. Eastern-European Journal of Enterprise Technologies, 2(13(122)), 6-16.
- Ferri, F., Grifoni, P., & Guzzo, T. (2020). Online learning and emergency remote teaching: Opportunities and challenges in emergency situations. Societies, 10(4), Article 86.
- Gamova, I., Shportiuk, N., Duginets, G., & Busarieva, T. (2024). Innovative aspect of e-commerce development in Ukraine. Economics Ecology Socium, 8(1), 40-22.
- Gasanov, S., Ivashchenko, O., Bartosh, S., Klymenko, K., & Ukhnal, N. (2024). Transformation of the budget system of Ukraine in the face of extraordinary challenges and threats. Financial and Credit Activity Problems of Theory and Practice, 1(24), 84-101.
- Global Edge. (n.d.). Ukraine: National Commission for the State Regulation of Communications (NCCIR).
- Goodwin, R., Hamama-Raz, Y., Leshem, E., & Ben-Ezra, M. (2023). National resilience in Ukraine following the 2022 Russian invasion. International Journal of Disaster Risk Reduction, 85, Article 103487.
- Government Portal. (n.d.). Digital transformation.
- Heaton, J., & Parlikad, A. K. (2019). A conceptual framework for the alignment of infrastructure assets to citizen requirements within a Smart Cities framework. Cities, 90, 32-41.
- Herbst, M., & Sitek, M. (2023). Education in exile: Ukrainian refugee students in the schooling system in Poland following the Russian-Ukrainian war. European Journal of Education, 58(4), 575-594.
- International Organization for Migration (IOM). (2024). Ukraine – Internal Displacement Report – General Population Survey Round 15 (November–December 2023).
- IT Ukraine Association. (2024, July 2). Supporting Ukraine, promoting inclusion and fostering partnerships: Key insights from SoftServe’s 2023 sustainability report.
- Kaminskyi, O. Ye., Yereshko, Y. O., & Kyrychenko, S. O. (2018). Digital transformation of university education in Ukraine: trajectories of development in the conditions of new technological and economic order. Information Technologies and Learning Tools, 64(2).
- Kanungo, R. P., & Gupta, S. (2021). Financial inclusion through digitalisation of services for well-being. Technological Forecasting and Social Change, 167, Article 120721.
- Kolodiziev, O., Gukaliuk, A., Shcherbak, V., Riabovolyk, T., Androshchuk, I., & Pas, Y. (2024). The impact of refugee startups on host country economies: Business models and economic adaptation. Economic Studies Journal, 2, 172-201.
- Kolodiziev, O., Krupka, I., Kovalenko, V., Kolodizieva, T., Yatsenko, V., & Shcherbak, V. (2023). Social responsibility of higher education under martial law. Economic Studies, 32(1), 143-163.
- Kolodiziev, O., Shcherbak, V., Vzhytynska, K., Chernovol, O., & Lozynska, O. (2022). Clustering of banks by the level of digitalization in the context of the COVID-19 pandemic. Banks and Bank Systems, 17(1), 80-93.
- Kolodiziev, O., Tyschenko, V., & Azizova, K. (2017). Project finance risk management for public-private partnership. Investment Management and Financial Innovations, 14(4), 171-180.
- Kosach, I., Shaposhnykov, K., Chub, A., Yakushko I., Kotelevets, D., & Lozychenko, O. (2022). Regulatory policy in the context of effective public governance: Evidence of Eastern European countries. Cuestiones Políticas, 40(72), 426-473.
- Kozmenko, S., Danko, Y., & Kozlovskyi, S. (2023). Academic management in war conditions: Chronicles of aggression and resistance experience of Ukrainian universities. Problems and Perspectives in Management, 21(2-si), 1-3.
- Luo, S., & Liu, J. (2024). Enterprise service-oriented transformation and sustainable development driven by digital technology. Scientific Reports, 14, Article 10047.
- Lytvyn, O., Kudin, V., Onyshchenko, A., Nikolaiev, M., & Chaplynska, N. (2024). Integration of digital means in the financial sphere: The potential of cloud computing, blockchain, big data and AI. Financial and Credit Activity Problems of Theory and Practice, 1(54), 127-145.
- Maksymenko, I., Akimov, A., & Markova, S. (2024). Trends in the digital transformation of Ukraine’s economy in the context of war. Baltic Journal of Economic Studies, 10(1), 172-184.
- Malyarets, L. M., Koibichuk, V. V., Zhukov, A. V., & Grynko, P. O. (2021). Diagnostics of efficiency of an enterprise’s export-import activity. Montenegrin Journal of Economics, 17(1), 71-83.
- Miao, Z. (2021). Digital economy value chain: Concept, model structure, and mechanism. Applied Economics, 53(37), 4342-4357.
- Ministry of Environmental Protection and Natural Resources. (n.d.). Reform Support Team of the Ministry of Environmental Protection and Natural Resources of Ukraine.
- Mourtzis, D., Angelopoulos, J., & Panopoulos, N. (2022). A literature review of the challenges and opportunities of the transition from industry 4.0 to society 2.0. Energies, 15(17), Article 6276.
- Muwani, T. S., Ranganai, N., Zivanai, L., & Munyoro, B. (2022). The global digital divide and digital transformation: The benefits and drawbacks of living in a digital society. In M. Zhou, G. Mahlangu, & C. Matsika (Eds.), Advances in IT Standards and Standardization Research (pp. 217-236). IGI Global.
- Ong, H. B., Wasiuzzaman, S., Chong, L. L., & Choon, S. W. (2023). Digitalisation and financial inclusion of lower middle-income ASEAN. Heliyon, 9(2), Article e13347.
- Onyshchenko, S., Skryl, V., Hlushko, A., & Maslii, O. (2023). Inclusive development index. In V. Onyshchenko, G. Mammadova, S. Sivitska, & A. Gasimov (Eds.), Lecture notes in civil engineering (pp. 779-790). Springer.
- Podolchak, N., Bilyk, O., & Khim, M. (2021). Digitalisation of the economy as a factor in increasing state competitiveness. Krakow Review of Economics and Management, 5(989), 7-30.
- Rubakha, M., Tkachyk, L., Pryimak, I., Demchyshak, N., & Yurkiv, R. (2024). Factor analysis of financial performance and formation of strategic resilience in Ukrainian it companies under the challenges of war. Financial and Credit Activity Problems of Theory and Practice, 1(24), 260-281.
- Schaffer, A., Simar, L., & Rauland, J. (2011). Decomposing regional efficiency. Journal of Regional Science, 51(5), 931-947.
- Shah, A. H., & Shah, S. S. (2024a). Strategy for optimizing human capital export from Pakistan: A game-theoretic approach with a focus on Khyber Pakhtunkhwa. Research Square.
- Shah, S. S., & Shah, S. A. H. (2024b). Trust as a determinant of social welfare in the digital economy. Social Network Analysis and Mining, 14, Article 79.
- Shcherbak, V., Danko, Y., Tereshchenko, S., Nifatova, O., Dehtiar, N., Stepanova, O., & Yatsenko, V. (2024). Circular economy and inclusion as effective tools to prevent ecological threats in rural areas during military operations. Global Journal of Environmental Science and Management, 10(3), 969-986.
- Shunevych, B. (2023). Massive open online courses at Ukrainian agrarian universities: To be or not to be. In D. Guralnick, M. E. Auer, & A. Poce (Eds.), Creative Approaches to Technology-Enhanced Learning for the Workplace and Higher Education (pp. 202-211). Springer Nature Switzerland.
- Sokhatska, O., & Lutsiv, R. (2023). What does it take to build a smart sustainable city? – Modeling an algorithm of smart cities. In A. Visvizi, O. Troisi, & M. Grimaldi (Eds.), Big Data and Decision-Making: Applications and Uses in the Public and Private Sector (pp. 203-213). Emerald Publishing Limited.
- Svystelnyk, S. (2023). Potential and competitiveness of the Ukrainian IT industry in the global market (Bachelor’s Thesis). Sumy State University.
- Tiits, M., Kattel, R., Kalvet, T., & Tamm, D. (2008). Catching up, forging ahead or falling behind? Central and Eastern European development in 1990–2002. Innovation, 21(1), 65-85.
- Ukrstat. (2023). Vykorystannia informatsiino-komunikatsiinykh tekhnolohii na pidpryiemstvakh: Vykorystannia merezhi internet, viddalenoho dostupu, robototekhniky, bezpeka IKT, IKT ta navkolyshnie seredovyshche (2018–2023) [Use of information and communication technologies at enterprises: Use of Internet network, electronic exchange of information, cloud computing, internet of things, artificial intelligence, remote access, robotics; ICT security, ICT and the environment (2018–2023)]. (In Ukrainian).
- Ukrstat. (n.d.). Statystychna informatsiia [Statistical information]. (In Ukrainian).
- UNDP. (n.d.). Digital development compass.
- Verbivska, L., Abramova, M., Gudz, M., Lyfar, V., & Khilukha, K. (2023). Digitalization of the Ukrainian economy during a state of war is a necessity of the time. Revista Amazonia Investiga, 12(68), 184-194.
- Vidomenko, O., Levchenko, Y., & Lukianykhin, V. (2022). Features and economics of electronic crowdfunding in the face of global challenges. Futurity Economics & Law, 2(4), 12-22.
- Voulgaridis, K., Lagkas, T., Angelopoulos, C. M., & Nikoletseas, S. E. (2022). IoT and digital circular economy: Principles, applications, and challenges. Computer Networks, 219, Article 109456.
- World Economic Forum (WEF). (2018). The Inclusive Development Index 2018: Summary and data highlights.