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Developing Digital Economy and Society in the Light of the Issue of Digital Convergence of the Markets in the European Union Countries

Author

Listed:
  • Ryszard Borowiecki

    (WSB University in Dąbrowa Górnicza, 41-300 Dąbrowa Górnicza, Poland)

  • Barbara Siuta-Tokarska

    (Department of Economics and Organization of Enterprises, Institute of Management, Cracow University of Economics, 31-510 Krakow, Poland)

  • Jolanta Maroń

    (Department of International Management, Institute of Management, Cracow University of Economics, 31-510 Krakow, Poland)

  • Marcin Suder

    (Department of Applications of Mathematics in Economics, Faculty of Management, AGH University of Science and Technology, 30-067 Krakow, Poland)

  • Agnieszka Thier

    (Department of Economics and Organization of Enterprises, Institute of Management, Cracow University of Economics, 31-510 Krakow, Poland)

  • Katarzyna Żmija

    (Department of Economics and Organization of Enterprises, Institute of Management, Cracow University of Economics, 31-510 Krakow, Poland)

Abstract

The main objective of the paper is to present the development of digital economy and society in the Countries of the European Union in the light of the digital convergence of these markets. The analysis was based on the data on the Digital Economy and Society Index (DESI) from 2015 and 2020. Empirical studies have been conducted in two stages. First, basic measures of time series dynamics were used to determine the dynamics of changes in index values. On the other hand, in order to classify countries in terms of similarity of value and structure of the DESI, a cluster analysis was used as one of the basic methods of the so-called unsupervised statistical grouping. The studies presented confirm that the levels of indicators and the dynamics of changes in their value at the level of the synthetic DESI indicator, and in the five underlying areas of analysis, vary despite the fact that almost all are pro-growth, including for isolated clusters of EU-28 countries. When analyzing the DESI synthetic index and its components, it was concluded that there is generally an increase in convergence between the EU-28 countries in terms of the level of development of the digital economy and society, as well as in four components: Connectivity, Human Capital, Use of Internet Services and Digital Public Services. The Integration of Digital Technology area was the only one where increasing polarization of results was observed. The added value of the paper is to fill the research gap in research on the digital convergence of markets in the Countries of the European Union.

Suggested Citation

  • Ryszard Borowiecki & Barbara Siuta-Tokarska & Jolanta Maroń & Marcin Suder & Agnieszka Thier & Katarzyna Żmija, 2021. "Developing Digital Economy and Society in the Light of the Issue of Digital Convergence of the Markets in the European Union Countries," Energies, MDPI, vol. 14(9), pages 1-26, May.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:9:p:2717-:d:551373
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    1. -, 2013. "The digital economy for structural change and equality," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 35954 edited by Eclac.
    2. Kongaut, Chatchai & Bohlin, Erik, 2014. "Impact of broadband speed on economic outputs: An empirical study of OECD countries," 25th European Regional ITS Conference, Brussels 2014 101415, International Telecommunications Society (ITS).
    3. Adriana Grigorescu & Elena Pelinescu & Amalia Elena Ion & Monica Florica Dutcas, 2021. "Human Capital in Digital Economy: An Empirical Analysis of Central and Eastern European Countries from the European Union," Sustainability, MDPI, vol. 13(4), pages 1-21, February.
    4. Andrey I. Vlasov & Vadim A. Shakhnov & Sergey S. Filin & Sergey S. Filin & Aleksey I. Krivoshein & Aleksey I. Krivoshein, 2019. "Sustainable energy systems in the digital economy: concept of smart machines," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(4), pages 1975-1986, June.
    5. Adam P. Balcerzak, 2016. "Technological Potential of European Economy," Working Papers 33/2016, Institute of Economic Research, revised Sep 2016.
    6. Eleni Laitsou & Antonios Kargas & Dimitris Varoutas, 2020. "Digital Competitiveness in the European Union Era: The Greek Case," Economies, MDPI, vol. 8(4), pages 1-33, October.
    7. Aniela Balacescu & Ana Gabriela Babucea, 2018. "Use Of The Internet By The Romanian Citizens. An Empirical Study Of Digital Gaps Between Regions," Annals - Economy Series, Constantin Brancusi University, Faculty of Economics, vol. 1, pages 81-88, February.
    8. Mariscal, Judith, 0. "Digital divide in a developing country," Telecommunications Policy, Elsevier, vol. 29(5-6), pages 409-428, June.
    9. Nina Czernich & Oliver Falck & Tobias Kretschmer & Ludger Woessmann, 2011. "Broadband Infrastructure and Economic Growth," Economic Journal, Royal Economic Society, vol. 121(552), pages 505-532, May.
    10. Szabolcs Nagy, 2019. "Digital Economy And Society. A Cross Country Comparison Of Hungary And Ukraine," Papers 1901.00283, arXiv.org.
    11. Michaela Stanickova, 2017. "Can the implementation of the Europe 2020 Strategy goals be efficient? The challenge for achieving social equality in the European Union," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 12(3), pages 383-398, September.
    12. Adam P. Balcerzak, 2016. "Technological Potential of European Economy. Proposition of Measurement with Application of Multiple Criteria Decision Analysis," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 12(3), pages 7-17.
    13. Koutroumpis, Pantelis, 2009. "The economic impact of broadband on growth: A simultaneous approach," Telecommunications Policy, Elsevier, vol. 33(9), pages 471-485, October.
    14. Kyriakidou, Vagia & Michalakelis, Christos & Sphicopoulos, Thomas, 2011. "Digital divide gap convergence in Europe," Technology in Society, Elsevier, vol. 33(3), pages 265-270.
    15. Carl Dahlman & Sam Mealy & Martin Wermelinger, 2016. "Harnessing the digital economy for developing countries," OECD Development Centre Working Papers 334, OECD Publishing.
    16. Corina Pelau & Carmen Acatrinei, 2019. "The Paradox of Energy Consumption Decrease in the Transition Period towards a Digital Society," Energies, MDPI, vol. 12(8), pages 1-16, April.
    17. Naomi Morishita-Steffen & Rémi Alberola & Baptiste Mougeot & Étienne Vignali & Camilla Wikström & Uwe Montag & Emmanuel Gastaud & Brigitte Lutz & Gerhard Hartmann & Franz Xaver Pfaffenbichler & Ali Ha, 2021. "Smarter Together: Progressing Smart Data Platforms in Lyon, Munich, and Vienna," Energies, MDPI, vol. 14(4), pages 1-25, February.
    18. Stavytskyy Andriy & Kharlamova Ganna & Stoica Eduard Alexandru, 2019. "The Analysis of the Digital Economy and Society Index in the EU," TalTech Journal of European Studies, Sciendo, vol. 9(3), pages 245-261, September.
    19. Nahla Chaaben & Faysal Mansouri, 2017. "Digital Economic and Social Evolution of Tunisia," MIC 2017: Managing the Global Economy; Proceedings of the Joint International Conference, Monastier di Treviso, Italy, 24–27 May 2017,, University of Primorska Press.
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