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Human Capital in Digital Economy: An Empirical Analysis of Central and Eastern European Countries from the European Union

Author

Listed:
  • Adriana Grigorescu

    (Department of Public Management, Faculty of Public Administration, National University of Political Studies and Public Administration, 012104 Bucharest, Romania)

  • Elena Pelinescu

    (Institute of Economic Forecasting, Romanian Academy, 050711 Bucharest, Romania)

  • Amalia Elena Ion

    (Department of Public Management, Faculty of Public Administration, National University of Political Studies and Public Administration, 012104 Bucharest, Romania)

  • Monica Florica Dutcas

    (”Victor Slăvescu” Centre for Financial and Monetary Research, Romanian Academy, 050711 Bucharest, Romania)

Abstract

The hypercompetitive global economy of the 21st century is a hub of innovation, technology, talent, skills, speed, efficiency, productivity, and satisfaction. Within this context, the organizations are looking intensely for people with skills and talents that can differentiate themselves in all that noise. The human capital became slowly but surely a mean of efficiency and growth, especially through the premises of digitization, and a key issue of sustainability. The current research is meant to identify and highlight any correlations that might appear between the population’s welfare of 11 Central and Eastern European Countries (CEECs) which are members of the European Union (EU), and the components of the digitization trend, including the new human cloud industry, ICT, and the connectivity to the Internet of Things. In order to achieve the needed insights, the multiple regression analysis was employed, and the latter tested the panel models with fixed effects, both from a temporal and country perspective. The results showcased a positive connection between the dependent and independent variables, confirming that the digitization of the economy and the developed human capital will ultimately lead to the increase of population’s welfare. Moreover, the findings are consistent with specific insights for each of the 11 CEECs, showing that digitization and the influence of human capital is differentiated across the latter in terms of their overall effect and amplitude. The research is limited by the timeframe and countries included in the study, and it can be furthered by determining the impact of digitization on the economies of the EU28 countries grouped by level of development, and by using other significant indicators for analysis.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:4:p:2020-:d:498758
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    References listed on IDEAS

    as
    1. Mohammad Soltani Delgosha & Tahereh Saheb & Nastaran Hajiheydari, 0. "Modelling the Asymmetrical Relationships between Digitalisation and Sustainable Competitiveness: A Cross-Country Configurational Analysis," Information Systems Frontiers, Springer, vol. 0, pages 1-21.
    2. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    3. Barro, R.J. & Sala-i-Martin, X., 1991. "Regional Growth and Migration: a Japan - U.S. Comparaison," Papers 650, Yale - Economic Growth Center.
    4. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    5. Piatkowski, Marcin, 2004. "The Impact of ICT on Growth in Transition Economies," MPRA Paper 29399, University Library of Munich, Germany.
    6. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    7. Ana Alvarenga & Florinda Matos & Radu Godina & João C. O. Matias, 2020. "Digital Transformation and Knowledge Management in the Public Sector," Sustainability, MDPI, vol. 12(14), pages 1-24, July.
    8. Sang-Oun Lee & Ahreum Hong & Junseok Hwang, 2017. "ICT diffusion as a determinant of human progress," Information Technology for Development, Taylor & Francis Journals, vol. 23(4), pages 687-705, October.
    9. Theodore W. Schultz, 1972. "Human Capital: Policy Issues and Research Opportunities," NBER Chapters, in: Economic Research: Retrospect and Prospect, Volume 6, Human Resources, pages 1-84, National Bureau of Economic Research, Inc.
    10. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    11. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    12. Rinaldo Evangelista & Paolo Guerrieri & Valentina Meliciani, 2014. "The economic impact of digital technologies in Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(8), pages 802-824, November.
    13. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    14. T. D. Stanley & Hristos Doucouliagos & Piers Steel, 2018. "Does Ict Generate Economic Growth? A Meta†Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 32(3), pages 705-726, July.
    15. Aleksy Kwilinski & Oleksandr Vyshnevskyi & Henryk Dzwigol, 2020. "Digitalization of the EU Economies and People at Risk of Poverty or Social Exclusion," JRFM, MDPI, vol. 13(7), pages 1-14, July.
    16. Schneider, Johannes & Ziesemer, Thomas, 1994. "What's New and What's Old in New Growth Theory: Endogenous Technology, Microfoundation, and Growth Rate Predictions," MPRA Paper 56132, University Library of Munich, Germany.
    17. Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
    18. 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.
    19. Asteriou, Dimitrios, 2009. "Foreign aid and economic growth: New evidence from a panel data approach for five South Asian countries," Journal of Policy Modeling, Elsevier, vol. 31(1), pages 155-161.
    20. Anna T. Falentina & Budy P. Resosudarmo & Danang Darmawan & Eny Sulistyaningrum, 2021. "Digitalisation and the Performance of Micro and Small Enterprises in Yogyakarta, Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 57(3), pages 343-369, September.
    21. Kami Richmond & Russell E. Triplett, 2018. "ICT and income inequality: a cross-national perspective," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(2), pages 195-214, March.
    22. Walwei, Ulrich., 2016. "Digitalization and structural labour market problems the case of Germany," ILO Working Papers 994936693502676, International Labour Organization.
    23. Lukasz Arendt, 2015. "The Digital Economy, Ict And Economic Growth In The Cee Countries," OLSZTYN ECONOMIC JOURNAL, University of Warmia and Mazury in Olsztyn, Faculty of Economic Sciences, vol. 10(3), pages 247-262, August.
    24. Sequeira, Tiago Neves, 2008. "On the effects of human capital and R&D policies in an endogenous growth model," Economic Modelling, Elsevier, vol. 25(5), pages 968-982, September.
    25. Joseph K. Nwankpa & Jeffrey W. Merhout, 2020. "Exploring the Effect of Digital Investment on IT Innovation," Sustainability, MDPI, vol. 12(18), pages 1-26, September.
    26. Renato Passaro & Ivana Quinto & Pierluigi Rippa & Antonio Thomas, 2020. "Evolution of Collaborative Networks Supporting Startup Sustainability: Evidences from Digital Firms," Sustainability, MDPI, vol. 12(22), pages 1-20, November.
    27. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
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