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Digital Competitiveness in the European Union Era: The Greek Case
Open accessAbstract
Digital competitiveness is gaining more and more attention as a source of competitive advantage at the business and national economies levels. Digital economy performance is a matter of national strategies for achieving economic growth and socioeconomic development. Widely accepted instruments for reporting progress in these areas have been recently developed, including the Digital Economy and Society Index (DESI index). The current study aims to use the DESI index and its five dimensions (namely Connectivity, Human Capital, Use of Internet Services, Integration of Digital Technology and Digital Public Services) not only as a tool for recognizing the current state, but also to forecast progress under the Greek economic environment. The Gompertz model was used as a methodological tool and it is valuable that a diffusion model has been implemented on a composite index related to countries’ digital competitiveness. Moreover, the results reveal the areas where convergencies and divergencies exist between Greece and the rest of the EU-28 member states, while forecast permits one to evaluate how current policies have a significant impact on digital competitiveness. Results indicate that Greece is facing significant challenges as a result of the low state of digitization, coming from both the demand side (businesses that consume internet services) and the offer side (institutional and governmental constraints). The proposed results could be used in order to readjust existing policies and to spot aspects where further improvement is needed to achieve high standards of digital competitiveness.
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“As shown by one study [94,95], which is also evident from this paper, properly targeted R&D investments in SMEs are necessary to increase their digitalization rate.”
From Digitalization of Small and Medium-Sized Enterprises and Economic Growth: Evidence for the EU-27 Countries (2022) · cites this paper as [95]
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Citations
Cites
How Smart, Connected Products Are Transforming Competition
Porter, M. E., & Heppelmann, J. E. (2014) · Harvard business review · Cited by 2,600
How Smart, Connected Products Are Transforming Competition
ポーター, マ. E., ヘプルマン, ジ. E., & 有賀, 裕. (2015) · Harvard business review · Cited by 1,536
Tjørve, K. M. C., & Tjørve, E. (2017) · PLoS ONE · doi:10.1371/journal.pone.0178691 · Cited by 802
The Fourth Industrial Revolution (Industry 4.0): A Social Innovation Perspective
Morrar, R., & Arman, H. (2017) · Technology Innovation Management Review · doi:10.22215/timreview/1117 · Cited by 743
Zhao, Y., Li, T., Zhang, X., & Zhang, C. (2019) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2019.04.021 · Cited by 594
Comparative Advantage and Long-Run Growth
Grossman, G. M., & Helpman, E. (1989) · National Bureau of Economic Research · doi:10.3386/w2809 · Cited by 500
Technology and competitiveness
Fagerberg, J. (1996) · Oxford Review of Economic Policy · doi:10.1093/oxrep/12.3.39 · Cited by 424
Measuring Digitalization – Key Metrics
Kotarba, M. (2017) · Foundations of Management · doi:10.1515/fman-2017-0010 · Cited by 217
Diffusion of digital mobile telephony: Are developing countries different?
Rouvinen, P. (2005) · Telecommunications Policy · doi:10.1016/j.telpol.2005.06.014 · Cited by 214
Tjørve, E., & Tjørve, K. M. C. (2010) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2010.09.008 · Cited by 210
Differences in digitalization levels: a multivariate analysis studying the global digital divide
Currás, M. B., Lera‐López, F., & Crespo, R. M. (2010) · Review of World Economics · doi:10.1007/s10290-009-0045-y · Cited by 153
Sustainable development of organizations based on the combinatorial model of artificial intelligence
Kuzior, A., Kwilinski, A. S., & Tkachenko, V. (2019) · Journal of Entrepreneurship and Sustainability Issues · doi:10.9770/jesi.2019.7.2(39 · Cited by 136
Determinants of Economic Growth in V4 Countries and Romania
Simionescu, M., Lazányi, K. R., Sopková, G., Dobeš, K., & Balcerzak, A. P. (2017) · Journal of Competitiveness · doi:10.7441/joc.2017.01.07 · Cited by 135
The Analysis of the Digital Economy and Society Index in the EU
Stavytskyy, A. V., Kharlamova, G., & Stoıca, E. A. (2019) · TalTech Journal of European Studies · doi:10.1515/bjes-2019-0032 · Cited by 132
Diffusion models of mobile telephony in Greece
Michalakelis, C., Varoutas, D. A., & Sphicopoulos, T. (2008) · Telecommunications Policy · doi:10.1016/j.telpol.2008.01.004 · Cited by 126
Self-citationDigitalization and society’s sustainable development – Measures and implications
Jovanović, M., Dlačić, J., & Okanović, M. (2018) · Zbornik radova Ekonomskog fakulteta u Rijeci · doi:10.18045/zbefri.2018.2.905 · Cited by 125
Competitiveness: from a misleading concept to a strategy supporting Beyond GDP goals
Aiginger, K., & Vogel, J. (2015) · Competitiveness Review An International Business Journal incorporating Journal of Global Competitiveness · doi:10.1108/cr-06-2015-0052 · Cited by 119
The diffusion of mobile phones in India
Singh, S. K. (2008) · Telecommunications Policy · doi:10.1016/j.telpol.2008.07.005 · Cited by 118
Competitiveness under New PerspectivesPreprint
Aiginger, K., Bärenthaler-Sieber, S., & Vogel, J. (2015) · RePEc: Research Papers in Economics · doi:10.13140/rg.2.1.1003.1525 · Cited by 109
Gupta, G., & Bose, I. (2018) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2018.06.020 · Cited by 106
Balcerzak, A. P., & Pietrzak, M. B. (2017) · Journal of Competitiveness · doi:10.7441/joc.2017.02.01 · Cited by 104
Vogels, M., Zoeckler, R., Stasiw, D. M., & CERNY, L. C. (1975) · Journal of Biological Physics · doi:10.1007/bf02309004 · Cited by 104
Human Resources Readiness for Industry 4.0
Vrchota, J., Maříková, M., Řehoř, P., Rolínek, L., & Toušek, R. (2019) · Journal of Open Innovation Technology Market and Complexity · doi:10.3390/joitmc6010003 · Cited by 97
Technological competitiveness, trade and foreign direct investment
Narula, R., & Wakelin, K. (1998) · Structural Change and Economic Dynamics · doi:10.1016/s0954-349x(98)00034-4 · Cited by 93
Diffusion models of mobile telephony
Wu, F., & Chu, W.-L. (2009) · Journal of Business Research · doi:10.1016/j.jbusres.2009.04.008 · Cited by 93
Diffusion of mobile telephony in India: An empirical study
Gupta, R., & Jain, K. (2011) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2011.08.003 · Cited by 91
Moroz, M. (2017) · Foundations of Management · doi:10.1515/fman-2017-0014 · Cited by 87
Валеріївна, Т. Н. (2019) · Virtual Economics · doi:10.34021/ve.2019.02.04(1 · Cited by 78
The diffusion of mobile telephones: An empirical analysis for Peru
Yamakawa, P., Rees, G. H., Salas, J. M., & Alva, N. (2013) · Telecommunications Policy · doi:10.1016/j.telpol.2012.12.010 · Cited by 54
Backhaus, S. K. H., & Nadarajah, D. (2019) · Procedia Computer Science · doi:10.1016/j.procs.2019.11.173 · Cited by 53
The European digital single market strategy: Local indicators of spatial association 2011–2016
Lutz, S. U. (2018) · Telecommunications Policy · doi:10.1016/j.telpol.2018.10.003 · Cited by 52
Balcerzak, A. P. (2016) · MONTENEGRIN JOURNAL OF ECONOMICS · doi:10.14254/1800-5845.2016/12-3/1 · Cited by 48
Industry 4.0: tools and implementation
Sanghavi, D., Parikh, S., & Raj, S. A. (2019) · Management and Production Engineering Review · doi:10.24425/mper.2019.129593 · Cited by 42
Efficiency 4.0 for Industry 4.0
Kumar, N., V, & Kumar, J. (2019) · Human Technology · doi:10.17011/ht/urn.201902201608 · Cited by 42
FROM INDUSTRY 4.0 TO TOURISM 4.0
Korže, S. Z. (2019) · Innovative Issues and Approaches in Social Sciences · doi:10.12959/issn.1855-0541.iiass-2019-no3-art3 · Cited by 39
Staníčková, M. (2017) · Equilibrium Quarterly Journal of Economics and Economic Policy · doi:10.24136/eq.v12i3.20 · Cited by 37
Digital Economy and Society: Baltic States in the EU Context
Česnauskė, J. (2019) · Economics and Culture · doi:10.2478/jec-2019-0009 · Cited by 33
Hoła, B., Sawicki, M., & Skibniewski, M. J. (2015) · Journal of Civil Engineering and Management · doi:10.3846/13923730.2015.1030865 · Cited by 28
People's self-reported encounters of Perceiving Mind in Artificial Intelligence
Shank, D. B., & Gott, A. (2019) · Data in Brief · doi:10.1016/j.dib.2019.104220 · Cited by 27
Technological competitiveness of the EU member states in the era of the fourth industrial revolution
Weresa, M. A. (2019) · Economics and Business Review/The Poznań University of Economics Review · doi:10.18559/ebr.2019.3.4 · Cited by 25
Digital Economy And Society. A Cross Country Comparison Of Hungary And UkrainePreprint
Nagy, S. (2019) · RePEc: Research Papers in Economics · doi:10.48550/arxiv.1901.00283 · Cited by 24
Digitalization in Greece: State of Play, Barriers, Challenges, Solutions
Katsikas, S. K., & Gritzalis, S. (2017) · Public administration and information technology · doi:10.1007/978-3-319-54142-6_19 · Cited by 22
Diffusion of Mobile Telephony in China: Drivers and Forecasts
Liu, X., Wu, F., & Chu, W.-L. (2010) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2010.2058854 · Cited by 19
The merger of natural intelligence with artificial intelligence, with a focus on Neuralink company
Miśkiewicz, J. (2019) · Virtual Economics · doi:10.34021/ve.2019.02.03(2 · Cited by 17
Chiappini, R. (2013) · Journal of Evolutionary Economics · doi:10.1007/s00191-013-0331-7 · Cited by 17
Technology Competitiveness in Emerging Markets: The Case of the Brazilian Polymer Industry
Hemais, C. A., Barros, H. M., & Rosa, E. O. R. (2005) · The Journal of Technology Transfer · doi:10.1007/s10961-005-0932-x · Cited by 17
Technological Competitiveness in an International Arena
Howells, J., & Michie, J. (1998) · International Journal of the Economics of Business · doi:10.1080/13571519884396 · Cited by 16
The effects of competition on technological and trade competitiveness
Uchida, Y., & Cook, P. (2005) · The Quarterly Review of Economics and Finance · doi:10.1016/j.qref.2004.12.003 · Cited by 13
Laitsou, E., Kiriakidis, M., Kargas, A. D., & Varoutas, D. A. (2017) · NETNOMICS Economic Research and Electronic Networking · doi:10.1007/s11066-017-9121-y · Cited by 9
Self-citationEquilibria and incentives in private information economies
Sun, X., Sun, Y., Wu, L., & Yannelis, N. C. (2017) · Journal of Economic Theory · doi:10.1016/j.jet.2017.02.010 · Cited by 9
USE OF THE INTERNET BY THE ROMANIAN CITIZENS. AN EMPIRICAL STUDY OF DIGITAL GAPS BETWEEN REGIONS
Bălăcescu, A., & Babucea, A.-G. G. (2018) · RePEc: Research Papers in Economics · Cited by 7
Europe’s Economic Crisis: Re - Clustering European Economies
Kargas, A. D., Kiriakidis, M., & Evangelos, Z. (2020) · European Journal of Social Sciences Education and Research · doi:10.26417/ejser.v7i1.p41-50 · Cited by 6
Self-citationDigital Economic and Social Evolution of Tunisia
Chaaben, N., & Mansouri, F. (n.d.) · RePEc: Research Papers in Economics · Cited by 6
Competitiveness in Technology and Innovation: How to Keep On?
Radman, G., & Belin, A. (2017) · RePEc: Research Papers in Economics · Cited by 5
DIGITAL COMPETITIVENESS INDICATORS AND THE E-GOVERNMENT PROCESS IN ROMANIA
Lixăndroiu, D. (2018) · Journal of Smart Economic Growth · Cited by 5
Intellectual Property rights and competitiveness: evidence from Poland
Weresa, M. A. (2010) · International Journal of Foresight and Innovation Policy · doi:10.1504/ijfip.2010.037469 · Cited by 4
Comparison of models for prediction and forecast of broadband services adoption
Križanović, V., Žagar, D., & Kordić, K. (2016) · International Conference on Telecommunications and Signal Processing (TSP) · doi:10.1109/tsp.2016.7760824 · Cited by 4
The Information Economy and the Open-Source Principle
Elsner, W., Heinrich, T., & Schwardt, H. (2014) · Elsevier eBooks · doi:10.1016/b978-0-12-411585-9.00015-4 · Cited by 2
Digital Competitiveness of European Union Member States from the Perspective of Human Capital
Folea, V. (2018) · European Journal of Engineering and Formal Sciences · doi:10.2478/ejef-2018-0004 · Cited by 2
Research works printed but not linked: 6
- Burlacioiu, Cristina, Moise, Irina, Boboc, Cristina, and Croitoru, Elena Oana (, January November). Digital Technology Trend in Romania and its Impact on the Young Segment. Paper presented at 12th International Management Conference “Management Perspectives in the Digital Era”, Bucharest, Romania.
- Kwilinski, 2020, Formation of Global Competitive Enterprise Environment Based on Industry 4.0 Concept | Abstract, International Journal of Entrepreneurship, 24, 1
- Gompertz, Benjamin (1825). On the Nature of the Function Expressive of the Law of Human Mortality, and on a New Mode of Determining the Value of Life Contingencies, Philosophical Transactions of the Royal Society of London. Available online: https://www.medicine.mcgill.ca/epidemiology/hanley/c609/material/Gompertz-1825.pdf.
- Mostarac, 2020, The Digital Transformation of Croatian Economy Compared With EU Member CountriesIES, Ekonomski Vjesnik/Econviews, 33, 151
- 2019, Organizational Learning in Industry 4.0, Problemy Zarzadzania, 82, 96
- Sudtasan, Tatcha, and Mitomo, Hitoshi (2017). Comparison of Diffusion Models for Forecasting the Growth of Broadband Markets in Thailand. 14th Asia-Pacific Regional Conference of the International Telecommunications Society (ITS): “Mapping ICT into Transformation for the Next Information Society”, International Telecommunications Society (ITS). Available online: http://hdl.handle.net/10419/168541www.econstor.eu.
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Kastelli, I., Dimas, P., Stamopoulos, D., & Τσακανίκας, Ά. (2022) · Journal of the Knowledge Economy · doi:10.1007/s13132-022-01092-w · Cited by 265
Grigorescu, A., Pelinescu, E., Ion, A.-E., & Dutcas, M. F. (2021) · Sustainability · doi:10.3390/su13042020 · Cited by 242
Brodny, J., & Tutak, M. (2022) · Journal of Open Innovation Technology Market and Complexity · doi:10.3390/joitmc8020067 · Cited by 187
Digital Skills as a Significant Factor of Human Resources Development
Štofková, J., Poliaková, A., Štofková, K. R., Malega, P., Krejnus, M., Biňasová, V., & Daneshjo, N. (2022) · Sustainability · doi:10.3390/su142013117 · Cited by 129
Xin, Y., Song, H., Shen, Z., & Wang, J. (2023) · Energy Economics · doi:10.1016/j.eneco.2023.106988 · Cited by 118
Metadata
- Authors
- Laitsou, E., Kargas, A., & Varoutas, D.
- Affiliations
- National and Kapodistrian University of Athens (GR)
- Corresponding author
- Varoutas, Dimitris
- Venue
- Economies
- Publisher
- MDPI AG
- Published
- 2020-10-15
- Volume
- 8
- Issue
- 4
- Pages
- 85
- ISSN
- 2227-7099 (ISSN-L)
- OpenAlex
- W3093345774
- Cited by
- 92
- References
- 60
- Citations by year
- 2026: 8 · 2025: 14 · 2024: 19 · 2023: 21 · 2022: 17 · 2021: 13
- FWCI
- 13.59
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Economies (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Econstor (Econstor) (submittedVersion, cc-by)
- Topics
- Social Sciences › Business, Management and Accounting › Strategy and Management › Digital Economy and Transformation
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › ICT Impact and Policies
- Social Sciences › Business, Management and Accounting › Strategy and Management › Global Trade and Competitiveness
- Keywords
- digital competitiveness, Digital Economy and Society Index, Greece, Gompertz model, digital economy, digital public services, digital human capital, digital connectivity, digital integration, digital policy, EU-28 comparison
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