Comparison of the digital economy development parameters in the EU countries in the context of bridging the digital divide
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DOIhttp://dx.doi.org/10.21511/ppm.18(2).2020.18
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Article InfoVolume 18 2020, Issue #2, pp. 206-218
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The widespread use of information and communication technologies and subsequent transformations have led to the formation of a digital economy (DE). The European Union, as an international organization, has become the subject of building such an economy, striving to bring member countries closer in the field of digitalization.
The aim of this paper is to compare the DE development parameters of the EU countries based on cluster analysis and determine the most significant of them to solve the problems of bridging the digital divide between countries. For clustering, a feature DE vector of 20 indicators was created and the k-means algorithm and the Euclidean distance metric were used. For classification, the decision tree method was applied.
Three clusters of EU countries were identified by the level of DE development (leaders, followers and outsiders), which allowed assessing their positions relative to each other. Key parameters that determine countries’ positions in the general rating are identified. A parameter chart is generated to control the establishment of DE in the EU countries, which, in addition to key parameters, includes maximum, minimum and harmonic mean values of these parameters by cluster. This characterizes the landscape of DE development in the EU countries, assesses the digital divide and is the basis for decision-making in the area of bridging this divide.
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JEL Classification (Paper profile tab)C38, O11, O57
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References42
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Tables3
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Figures0
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- Table 1. EU DE feature description
- Table 2. Parameter chart to manage DE development in EU countries
- Table 3. Values of existing ratings, which reflect DE, for EU countries with the distribution by clusters received
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- Abuladze, R., & Gigauri I. (2017). Ecosystem of Digital Economy in Georgia. SSRN Electronic Journal.
- Ahmad, N., & Ribarsky, J. (2018). Towards a Framework for Measuring the Digital Economy. 16th Conference of the International Association of Official Statisticians (IAOS), (1-33). Paris: OECD Headquarters.
- Amuso, V., Poletti, G., & Montibello, D. (2019). The Digital Economy: Opportunities and Challenges. Global Policy, 11(1), 124-127.
- Antonelli, C. (2003). The digital divide: understanding the economics of new information and communication technology in the global economy. Information Economics and Policy, 15(2), 173-199.
- Balcerzak, P. A., & Michał, P. B. (2017). Digital Economy in Visegrad Countries. Multiple-criteria Decision Analysis at Regional Level in The Years 2012 and 2015. Journal of Competitiveness, 9(2), 5-18.
- Berdykulova, G. M. K., Sailov, A. I. U., Kaliazhdarova, Sh. Y. K., & Berdykulov, E. B. U. (2014). The Emerging Digital Economy: Case of Kazakhstan. Procedia - Social and Behavioral Sciences, 109, 1287-1291.
- Biagi, F. (2013). ICT and Productivity: A Review of the Literature. Luxembourg: Publications Office of the European Union.
- Bressanelli, G., Adrodegari, F., Perona, M., & Saccani, N. (2018). The role of digital technologies to overcome Circular Economy challenges in PSS Business Models: an exploratory case study. Procedia CIRP, 73, 216-221.
- Brynjolfsson, E., & Collis, A. (2019). How Should We Measure the Digital Economy? Harvard Business Review.
- Bukht, R., & Heeks, R. (2018). Defining, Conceptualising and Measuring the Digital Economy. International Organisations Research Journal, 13(2), 143-172.
- Bukht, R., & Heeks, R. (2018). Digital Economy Policy in Developing Countries. Paper No. 6. In Development Implications of Digital Economies. Centre for Development Informatics Global Development Institute, SEED.
- Chen, W., & Wellman, B. (2004). The Global Digital Divide – Within and Between Countries. IT & Society, 1(7), 39-45.
- Chipeva, P., Cruz-Jesus, F., Oliveira, T., & Irani, Z. (2018). Digital divide at individual level: Evidence for Eastern and Western European countries. Government Information Quarterly, 35(3), 460-479.
- Doong, Sh. H., & Ho, Sh.-Ch. (2012). The impact of ICT development on the global digital divide. Electronic Commerce Research and Applications, 11(5), 518-533.
- Etoundi, R. A., Onana, F. S. M., Olle, G. D. O., & Eteme, A. A. (2016). Development of the Digital Economy in Cameroon: Challenges and Perspectives. The Electronic Journal of Information Systems in Developing Countries, 76(1), 1-24.
- Everitt, B., Landau, S., Leese, M., & Stahl, D. (2011). Cluster Analysis. Chichester, West Sussex: Wiley.
- Foster, C., & Azmeh, Sh. (2019). Latecomer Economies and National Digital Policy: An Industrial Policy Perspective. The Journal of Development Studies.
- Gruber, H. (2019). Proposals for a digital industrial policy for Europe. Telecommunications Policy, 43(2), 116-127.
- Gruber, H., Hätönen, J., & Koutroumpis, P. (2014). Broadband access in the EU: An assessment of future economic benefits. Telecommunications Policy, 38(11), 1046-1058.
- Hanna, N. (2018). A role for the state in the digital age. Journal of Innovation and Entrepreneurship, 7.
- Hojeghan, S. B., & Esfangareh, A. N. (2011). Digital economy and tourism impacts, influences and challenges. Procedia – Social and Behavioral Sciences, 19, 308-316.
- In’t Veld, J. (2019) The economic benefits of the EU Single Market in goods and services. Journal of Policy Modeling, 41(5), 803-818.
- Larson, J. F. (2017). Network-centric digital development in Korea: Origins, growth and prospects. Telecommunications Policy, 41(10), 916-930.
- Linkov, I., Trump, B., Poinsatte-Jones, K., & Florin, M.-V. (2018). Governance Strategies for a Sustainable Digital World. Sustainability, 10(2), 1-8.
- Lucendo-Monedero, A. L., Ruiz-Rodríguez, F., & González-Relaño, R. (2019). Measuring the digital divide at regional level. A spatial analysis of the inequalities in digital development of households and individuals in Europe. Telematics and Informatics, 41, 197-217.
- Milošević, N., Dobrota, M., & Barjaktarovic Rakocevic, S. (2018). Digital economy in Europe: Evaluation of countries’ performances. Zbornik Radova Ekonomskog Fakultet au Rijeci, 36(2), 861-880.
- Moroz, M. (2017). The level of development of the digital economy in Рoland and selected Еuropean countries: a comparative analysis. Foundations of Management, 9(1), 175-190.
- Myovella, G., Karacuka, M., & Haucap, J. (2020). Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies. Telecommunications Policy, 44(2).
- Nambisan, S., Wright, M., & Feldman, M. (2019). The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes. Research Policy, 48(8), 1-9.
- Nasko, H. (2004). Digitalisierung als Basis für ein neues Zeitalter. In The Digital Economy – Anspruch und Wirklichkeit. Berlin, Heidelberg: Springer.
- Njoh, A. J. (2018). The relationship between modern Information and Communications Technologies (ICTs) and development in Africa. Utilities Policy, 50, 83-90.
- Nwaiwu, F. (2018). Review and Comparison of Conceptual Frameworks on Digital Business Transformation. Journal of Competitiveness, 10(3), 86-100.
- Pagoropoulos, A., Pigosso, D. C. A., & McAloone, T. C. (2017). The Emergent Role of Digital Technologies in the Circular Economy: A Review. Procedia CIRP, 64, 19-24.
- Park, H. S. (2017). Technology convergence, open innovation, and dynamic economy. Journal of Open Innovation: Technology, Market, and Complexity, 3(24), 1-13.
- Pereira, A., & Romero, F. (2017). A review of the meanings and the implications of the Industry 4.0 concept. Procedia Manufacturing, 13, 1206-1214.
- Pratipatti, S., Gomaa, A. (2019). Analysis of the Impact of the Indicators in the Networked Readiness Index. Journal of International Technology and Information Management, 28(2), 17-50.
- Richardson, L. (2020). Digital and Platform Economies. In International Encyclopedia of Human Geography (2nd ed.). Elsevier Ltd.
- Sturgeon, T. J. (2019). Upgrading strategies for the digital economy. Global Strategy Journal.
- Sutherland, W., & Jarrahi, M. H. (2018). The sharing economy and digital platforms: A review and research agenda. International Journal of Information Management, 43, 328-341.
- Szeles, M.R. (2018). New insights from a multilevel approach to the regional digital divide in the European Union. Telecommunications Policy, 42(6), 452-463.
- Vasylenko, Y. A., & Shevchenko, H. Y. (1979). Analytical Method for Test Finding. Avtomatyka, 2, 3-8.
- Zhu, X. (2019). Emerging Champions in the Digital Economy. New Theories and Cases on Evolving Technologies and Business Models. Singapore: Springer.