Digital Transformation in the Context of Sustainable Development of European Countries

Irina Kolupaieva


Linkoping University, Linkoping, Sweden (Sweden)
https://orcid.org/0000-0003-1256-0817

Iryna Sheiko

irina.sheiko@nure.ua
Kharkiv National University of Radio Electronics, Kharkiv (Ukraine)
https://orcid.org/0000-0002-5770-3677

Tetiana Polozova


Kharkiv National University of Radio Electronics, Kharkiv (Ukraine)
https://orcid.org/0000-0001-9956-8816

Abstract

The country’s sustainable development is focused on improving the quality of life at the global level, ensuring equal access to education and public goods, and caring for the environment and biodiversity, as well as responsible consumption and production. Digital technologies are among the main drivers of sustainable development. It is very important to develop government strategy and choose correct measures aimed at ensuring sustainable development of the countries in terms of the digitalization processes. The purpose of the research is to investigate the nature of the correlation between indicators of digital development and sustainable development of the European countries, as well as to identify policy directions and measures regarding their digital and sustainable progress. Methods of the research are principal component analysis, geometric aggregation, and cluster analysis. The positive correlation within the digital and sustainable development is observed. Most indicators of digital and sustainable development positively correlate with each other. Based on PCA, it was found that indicators of sustainable development have a stronger intercorrelation than those of digital development. Based on the construction of integral indicators of digital and sustainable development, a cluster analysis was conducted. The main digital tools that contribute to the achievement of each of the 17 goals of sustainable development were determined. The results of the analysis provide a suitable basis for comparing the digital and sustainable development of individual countries and offer opportunities to identify tools and strategy directions for policymakers.

Supporting Agencies

Erasmus Jean Monnet, research grant funded by European Federation of Academies of Sciences and Humanities (ALLEA), Linkoping University of Sweden

Keywords:

digitalization, sustainable development, European countries, principal component analysis, cluster analysis

AMUSO V., POLETTI G., MONTIBELLO D., 2019, The Digital Economy: Opportunities and Challenges, Global Policy, 11(1): 124-127, https://doi.org/10.1111/1758-5899.12745.
DOI: https://doi.org/10.1111/1758-5899.12745   Google Scholar

ANDRONICEANU A., GEORGESCU I., & KINNUNEN J., 2019, Digitalization Clusters within the European Union, IBIMA, 33rd IBIMA Conference. Granada, Spain, 10-11 April: 1321-1331.
  Google Scholar

BASU S., PASCALI L., SCHIANTARELLI F., & SERVEN L., 2012, Productivity and the Welfare of Nations, NBER Working Paper, No. 17971, https://doi.org/10.3386/w17971.
DOI: https://doi.org/10.3386/w17971   Google Scholar

BENZ S., GONZALES F., 2019, Intra-EEA STRI Database: Methodology and Results, OECD Trade Policy Papers, No. 223, https://doi.org/10.1787/2aac6d21- en.
  Google Scholar

BILOZUBENKO V., YATCHUK O., WOLANIN E., SEREDIUK T., KORNEYEV M., 2020, Comparison of the digital econ-omy development parameters in the EU countries in the context of bridging the digital divide, Problems and Perspectives in Man-agement, 18(2): 206-218, https://doi.org/10.21511/ppm.18(2).2020.18.
DOI: https://doi.org/10.21511/ppm.18(2).2020.18   Google Scholar

BOHNSACK R., BIDMON C.M., & PINKSE J., 2022, Sustainability in the digital age: Intended and unintended consequences of digital technologies for sustainable development, Business Strategy Environment, 31: 599-602,
  Google Scholar

https://doi.org/10.1002/bse.2938.
DOI: https://doi.org/10.1002/bse.2938   Google Scholar

CAMBRIDGE UNIVERSITY, 2020, The role of industrial digitalisation in post-Covid-19 manufacturing recovery diversifica-tion and resilience, https://www.ciip.group.cam.ac.uk/reports-and-articles/role-industrial-digitalisation-post-covid-19-manuf/download/2020-10-08-DigitalBR.pdf (10.02.2023).
  Google Scholar

CHAKRAVORTI B., CHATURVEDI R. S., 2017, Digital planet: how competitiveness and trust in digital economies vary across the world, Tufts University, https://sites.tufts.edu/digitalplanet/files/2020/03/Digital_Planet_2017_FINAL.pdf (04.02.2023).
  Google Scholar

CHAMBERS N., SIMMONS C., WACKERNAGEL M., 2000, Sharing nature’s interest. Ecological footprints as an indicator of sustainability, Earthscan, London.
  Google Scholar

CHEN W., WELLMAN B., 2004, The Global Digital Divide – Within and Between Countries. IT & Society, 1(7): 39-45, http://citeseerx.ist.psu.edu/viewdoc/summary. (25.01.2023).
  Google Scholar

COLGLAZIER E.W., 2018, The sustainable development goals: Roadmaps to progress. Science and Diplomacy 7(1), March 2018, http://www.sciencediplomacy.org/editorial/2018/sdg-roadmaps (22.01.2023).
  Google Scholar

DRASTICHOVÁ M., FILZMOSER P., 2019, Assessment of Sustainable Development Using Cluster Analysis and Principal Component Analysis, Problemy Ekorozwoju/ Problems of Sustainable Development, 14/2: 7-24.
  Google Scholar

DRASTICHOVÁ M., FILZMOSER P., 2021, Factors of quality of life in a group of selected European Union and OECD coun-tries, Problemy Ekorozwoju/ Problems of Sustainable Development, 16/2: 75-93, https://doi.org/10.35784/pe.2021.2.09.
DOI: https://doi.org/10.35784/pe.2021.2.09   Google Scholar

EVANGELISTA R., GUERRIERI P., MELICIANI V., 2014, The economic impact of digital technologies in Europe. Economics of Innovation and New Technology, November, https://doi.org/10.1080/10438599.2014.918438.
DOI: https://doi.org/10.1080/10438599.2014.918438   Google Scholar

EUROPEAN COMMISSION, 2010, Europe 2020: A European strategy for smart, sustainable and inclusive growth, https://ec.europa.eu/eu2020/pdf/COMPLET%20EN%20BARROSO%20%20%20007%20-%20Europe%202020%20-%20EN%20version.pdf (07.02.2023).
  Google Scholar

EUROPEAN COMMISSION, 2001, A Sustainable Europe for a Better World: A European Union Strategy for Sustainable Development (Commission's proposal to the Gothenburg European Council), https://eur-lex.europa.eu/legal-content/EN/TXT/?uri=CELEX:52001DC0264 (07.02.2023).
  Google Scholar

EUROPEAN COMMISSION, OECD, 2019, Handbook of construction of composite indicators: methodology and users guide, https://www.oecd.org/sdd/42495745.pdf (25.01.2023).
  Google Scholar

EUROSTAT, 2021, EU: key economic indicators, https://ec.europa.eu/eurostat/web/main/data/database (12.02.2023).
  Google Scholar

FERENCZ, J., 2019, The OECD Digital Services Trade Restrictiveness Index, OECD Trade Policy Papers, No. 221, https://dx.doi.org/10.1787/16ed2d78-en.
DOI: https://doi.org/10.1787/16ed2d78-en   Google Scholar

FISCHER J. M., ADJO A., 2011, Quality of life, sustainable civil Infrastructure, and sustainable development: Strategically ex-panding choice, Journal of Urban Planning and Development, 137(1): 39-48, https://doi.org/10.1061/(ASCE)UP.1943-5444.0000039.
DOI: https://doi.org/10.1061/(ASCE)UP.1943-5444.0000039   Google Scholar

GEORGE G., MERRILL R. K., SCHILLEBEECKX, S. J., 2021, Digital sustainability and entrepreneurship: How digital innova-tions are helping tackle climate change and sustainable development. Entrepreneurship Theory and Practice, 45(5): 999-1027, https://doi.org/10.1177/1042258719899425.
DOI: https://doi.org/10.1177/1042258719899425   Google Scholar

HALLWARD-DRIEMEIER M., NAYYAR G., 2017, Trouble in the Making?: The Future of Manufacturing-Led Development. Washington, DC: World Bank. https://openknowledge.worldbank.org/handle/10986/27946. (16.02.2023).
DOI: https://doi.org/10.1596/978-1-4648-1174-6   Google Scholar

HOLLAND S. M., 2019, Principal Component Analysis (PCA), http://strata.uga.edu/8370/handouts/pcaTutorial.pdf (18.02.2023).
  Google Scholar

HUTTMANOVÁ E., 2016, Sustainable Development and Sustainability Management in the European Union Countries, Europe-an Journal of Sustainable Development 5(4): 475-482, https://doi.org/10.14207/ejsd.2016.v5n4p475.
DOI: https://doi.org/10.14207/ejsd.2016.v5n4p475   Google Scholar

IAVORSKYI P., TARAN S., SHEPOTYLO O., HAMANIUK O., 2020, Ukraine’s Integration into the EU’s digital single mar-ket: potential economic benefits. Analytical report, Ministry of Digital Transformation of Ukraine, https://ucep.org.ua/wp-content/uploads/2021/02/dig_ukraine_eu_ENG-_2_WEB.pdf (11.02.2023).
  Google Scholar

IMD WORLD COMPETITIVENESS CENTER, 2022, World Digital Competitiveness Ranking, December, 2022, https://www.imd.org/centers/world-competitiveness-center/rankings/world-digital-competitiveness/ (15.02.2023).
  Google Scholar

JOLLIFFE I. T., CADIMA J., 2016, Principal component analysis: a review and recent developments, Philisophical Transactions of the Royal Society A, 374(2065), https://doi.org/10.1098/rsta.2015.0202.
DOI: https://doi.org/10.1098/rsta.2015.0202   Google Scholar

KOLUPAIEVA I. V., GAVKALOVA N. L., BARKA Z., 2017, Analysis of leverages’ efficiency in the context of state regulato-ry policy implementation, Economic Annals-ХХI, 165(5-6): 41-46, https://doi.org/10.21003/ea.V165-09.
DOI: https://doi.org/10.21003/ea.V165-09   Google Scholar

MONDEJAR M. E., AVTAR R., DIAZ H. L. B., DUBEY R. K., ESTEBAN J., GOMEZ-MORALES A., HALLAM B., MBUNGU N. T., OKOLO C. C., PRASAD K. A., SHE Q., GARCIA-SEGURA S., 2021, Digitalization to achieve sustainable development goals: Steps towards a Smart Green Planet, Science of The Total Environment, 794: 148539, https://doi.org/10.1016/j.scitotenv.2021.148539.
DOI: https://doi.org/10.1016/j.scitotenv.2021.148539   Google Scholar

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, https://doi.org/10.18045/zbefri.2018.2.861.
DOI: https://doi.org/10.18045/zbefri.2018.2.861   Google Scholar

MITTAL P., 2020, A multi-criterion decision analysis based on PCA for analyzing the digital technology skills in the effectiveness of government services, 2020 International Conference on Decision Aid Sciences and Application (DASA), 2020: 490-494, https://doi.org/10.1109/DASA51403.2020.9317241.
DOI: https://doi.org/10.1109/DASA51403.2020.9317241   Google Scholar

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, https://doi.org/10.1016/j.respol.2019.03.018.
DOI: https://doi.org/10.1016/j.respol.2019.03.018   Google Scholar

NOVAK J., PURTA M., MARCINIAK M., IGNATOWICZ K., ROZENBAUM K., YEARWOOD K., 2018, The rise of Digital Challengers – how digitization can become the next growth engine for Central and Eastern Europe. McKinsey & Company, https://digitalchallengers.mckinsey.com/ (22.02.2023).
  Google Scholar

OECD, 2022, Digital Services Trade Restrictiveness Index, https://stats.oecd.org/Index.aspx?DataSetCode=STRI_DIGITAL (25.02.2023)
  Google Scholar

PELLÉNYI G. M., 2020, The Role of Central & Eastern Europe in Global Value Chains: Evidence from Occupation-Level Em-ployment Data, European Economy Economic Brief, 062, https://ec.europa.eu/info/publications/economic-and-financial-affairs-publications_en. (18.02.2023).
  Google Scholar

POLOZOVA T., KOLUPAIEVA I., SHEIKO I., 2021, Digital Gap in EU Countries and its Impact on Labour Productivity and Global Competitiveness., Hradec Economic Days, University of Hradec, Králové. part 1, 2021: 569-570,
  Google Scholar

https://doi.org/10.36689/uhk/hed/2021-01-065.
DOI: https://doi.org/10.36689/uhk/hed/2021-01-065   Google Scholar

POLOZOVA T., KUTSENKO YU., KANOVA O., 2022, Formation of Sustainable Investment Attractiveness of Regions Under the Conditions of COVID-19, Problemy Ekorozwoju/ Problems of Sustainable Development, 17(1): 16-22,
  Google Scholar

https://doi.org/10.35784/pe.2022.1.03.
DOI: https://doi.org/10.35784/pe.2022.1.03   Google Scholar

SMITH L. I., A tutorial on Principal Components Analysis, http://www.iro.umontreal.ca/~pift6080/H09/documents/papers/pca_tutorial.pdf (12.02.2023).
  Google Scholar

SOCIAL PROGRESS IMPERATIVE, 2021, Social Progress Index, https://www.socialprogress.org/index/global/results (05.03.2023).
  Google Scholar

SOCIAL PROGRESS IMPERATIVE, 2021, The Contribution of Social Progress Index to the 2030 Agenda, https://www.socialprogress.org/about-us/sdgs (05.03.2023).
  Google Scholar

TWI2050 – The World in 2050, 2019, The Digital Revolution and Sustainable Development: Opportunities and Challenges. Re-port prepared by The World in 2050 initiative. International Institute for Applied Systems Analysis (IIASA), Luxembourg, Austria, https://www.idos-research.de/uploads/media/TWI2050-for-web.pdf (11.02.2023).
  Google Scholar

UNITED NATIONS, 2015, Transforming our world: the 2030 Agenda for Sustainability Development, https://sustainabledevelopment.un.org/content/documents/21252030%20Agenda%20for%20Sustainable%20Development%20web.pdf (12.01.2023).
  Google Scholar

UNITED NATIONS DEVELOPMENT PROGRAMME, 2021, Human Development Index, https://hdr.undp.org/data-center/human-development-in-dex?utm_source=EN&utm_medium=GSR&utm_content=US_UNDP_PaidSearch_Brand_English&utm_campaign=CENTRAL&c_src=CENTRAL&c_src2=GSR&gclid=CjwKCAjwlqOXBhBqEiwA-hhitKBUKD6xDDo4eeU10R6dFztGJCd6nsafa7jwd_8M_9MDHijpHUEMKxoCah0QAvD_BwE#/indicies/HDI (06.03.2023).
  Google Scholar

UNITED NATIONS, 2022, Economic and Social Council Progress towards the Sustainable Development Goals, Advance uned-ited version (Working paper), https://sustainabledevelopment.un.org/content/documents/29858SG_SDG_Progress_Report_2022.pdf (12.02.2023).
  Google Scholar

de VRIES B., PETERSON A., 2009, Conceptualizing sustainable development: An assessment methodology connecting values, knowledge, worldviews and scenarios, Ecological Economics, 68: 106-1019, https://doi.org/10.1016/j.ecolecon.2008.11.015.
DOI: https://doi.org/10.1016/j.ecolecon.2008.11.015   Google Scholar

WORLD BANK, 2018, Aggregated Logistic Performance Index [Data set]. Retrieved December 01, 2021, https://lpi.worldbank.org/international/aggregated-ranking. (04.03.2023).
  Google Scholar

WORLD ECONOMIC FORUM (WEF), 2021, Digital skills among population ranking (in Global Competitiveness index), https://tcdata360.worldbank.org/indicators/hb0649ed2?country=BRA&indicator=41400&countries=NLD&viz=line_chart&years=2017,2019. (23.02.2023).
  Google Scholar

WORLD ECONOMIC FORUM, 2020, Global Social mobility report 2020: equality, opportunity and a new economic imperative, https://www3.weforum.org/docs/Global_Social_Mobility_Report.pdf (26.02.2023).
  Google Scholar

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Published
2024-01-08

Cited by

Kolupaieva, I., Sheiko, I., & Polozova, T. (2024). Digital Transformation in the Context of Sustainable Development of European Countries. Problemy Ekorozwoju, 19(1), 89–102. https://doi.org/10.35784/preko.5413

Authors

Irina Kolupaieva 

Linkoping University, Linkoping, Sweden Sweden
https://orcid.org/0000-0003-1256-0817

Guest lecturer at Linkoping University, Sweden.

Profesor Katedry Cybernetyki Ekonomicznej i Zarządzania Bezpieczeństwem Ekonomicznym w Charkowie Narodowym Uniwersytecie Elektroniki Radiowej, Charków, Ukraina., Doktor nauk ekonomicznych, profesor

Research internship in Linkoping University, Sweden (Sweden, 2022-2023)

Project leader and coordinator of  Erasmus Jean Monnet Module «Ukraine-EU: Digital innovations making connections 4 changes» – EUDI4C #101047751 (Since 2022) ; Erasmus+ Jean Monnet Module «Ukraine-EU: Circular Economy solutions 4 Smart and Sustainable Cities» -Eco4Smart#101127659 (since 2023); «Improvements of Mechanisms of Digital Regulatory Policy of Ukraine in relation to the EU», Linkoping University, Sweden (September 2022-June 2023)

 


Authors

Iryna Sheiko 
irina.sheiko@nure.ua
Kharkiv National University of Radio Electronics, Kharkiv Ukraine
https://orcid.org/0000-0002-5770-3677

Associate professor of Economic Сybernetics and Management of Economic Security Department, in Kharkov National University of Radio Electronics, Kharkiv, Ukraine. Candidate of Economic Sciences, PhD


Authors

Tetiana Polozova 

Kharkiv National University of Radio Electronics, Kharkiv Ukraine
https://orcid.org/0000-0001-9956-8816

Head of Department of Economic Cybernetics and Management of Economic Security  in Kharkov National University of Radio Electronics, Kharkiv, Ukraine. Doctor of Economic Sciences, Professor.

Research interests:  diagnostics of innovative and investment activity of the enterprise, estimation of economic efficiency of innovative and investment projects



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