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Regional Patterns and Drivers of the EU Digital Economy

Author

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  • Monica Răileanu Szeles

    (Transilvania University of Brasov
    Institute for Economic Forecasting of the Romanian Academy)

  • Mihaela Simionescu

    (University of Social Sciences
    Institute for Economic Forecasting of the Romanian Academy)

Abstract

This paper examines the progress made by the EU regions on the path of digitalisation and growth of digital economy, by analysing the dynamics and drivers of a selected number of specific indicators, based on Eurostat data running from 2001 to 2016. The study is conducted at regional level, and finally aims to identify policy measures that could enhance the growth of digital economy in the EU area. Moreover, the paper investigates whether a common set of economic and social policy measures is effective in improving several indicators of digital economy, in the New Member States (NMS) as well as in the Old Member States (OMS), given that they still exhibit different patterns of digital transformation at regional level. The increase in tertiary education attainments together with the increase in the number of issued patents are found to be policy measures that generate positive effects for several indicators of digital economy, as well as for the NMS and OMS.

Suggested Citation

  • Monica Răileanu Szeles & Mihaela Simionescu, 2020. "Regional Patterns and Drivers of the EU Digital Economy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 95-119, July.
    • Handle: RePEc:spr:soinre:v:150:y:2020:i:1:d:10.1007_s11205-020-02287-x
    DOI: 10.1007/s11205-020-02287-x
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    as
    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Monica Răileanu-Szeles, 2015. "Explaining the Dynamics and Drivers of Financial Well-Being in the European Union," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 120(3), pages 701-722, February.
    3. Peter Kuhn & Mikal Skuterud, 2004. "Internet Job Search and Unemployment Durations," American Economic Review, American Economic Association, vol. 94(1), pages 218-232, March.
    4. Piva, Mariacristina & Vivarelli, Marco, 2017. "Technological Change and Employment: Were Ricardo and Marx Right?," IZA Discussion Papers 10471, Institute of Labor Economics (IZA).
    5. Harleen Kaur & Ewa Lechman & Adam Marszk (ed.), 2017. "Catalyzing Development through ICT Adoption," Springer Books, Springer, number 978-3-319-56523-1, September.
    6. Mira Kartiwi & Robert C. MacGregor, 2007. "Electronic Commerce Adoption Barriers in Small to Medium-Sized Enterprises (SMEs) in Developed and Developing Countries: A Cross-Country Comparison," Journal of Electronic Commerce in Organizations (JECO), IGI Global, vol. 5(3), pages 35-51, July.
    7. Hargittai, Eszter, 1999. "Weaving the Western Web: explaining differences in Internet connectivity among OECD countries," Telecommunications Policy, Elsevier, vol. 23(10-11), pages 701-718, November.
    8. João J. M. Ferreira & Cristina I. Fernandes & Mário L. Raposo, 2017. "The Effects of Location on Firm Innovation Capacity," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 77-96, March.
    9. Beilock, Richard & Dimitrova, Daniela V., 0. "An exploratory model of inter-country Internet diffusion," Telecommunications Policy, Elsevier, vol. 27(3-4), pages 237-252, April.
    10. Ertürk, Alper & Vurgun, Levent, 2015. "Retention of IT professionals: Examining the influence of empowerment, social exchange, and trust," Journal of Business Research, Elsevier, vol. 68(1), pages 34-46.
    11. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    12. Francesco C. Billari & Osea Giuntella & Luca Stella, 2019. "Does broadband Internet affect fertility?," Population Studies, Taylor & Francis Journals, vol. 73(3), pages 297-316, September.
    13. Pick, James B. & Nishida, Tetsushi, 2015. "Digital divides in the world and its regions: A spatial and multivariate analysis of technological utilization," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 1-17.
    14. Thong, James Y. L., 2001. "Resource constraints and information systems implementation in Singaporean small businesses," Omega, Elsevier, vol. 29(2), pages 143-156, April.
    15. Hong, Jae-pyo, 2017. "Causal relationship between ICT R&D investment and economic growth in Korea," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 70-75.
    16. Bang Nam Jeon & Kyeong Seok Han & Myung Jin Lee, 2006. "Determining factors for the adoption of e-business: the case of SMEs in Korea," Applied Economics, Taylor & Francis Journals, vol. 38(16), pages 1905-1916.
    17. Vicente, María Rosalía & López, Ana Jesús, 2011. "Assessing the regional digital divide across the European Union-27," Telecommunications Policy, Elsevier, vol. 35(3), pages 220-237, April.
    18. Szeles, Monica Răileanu, 2018. "New insights from a multilevel approach to the regional digital divide in the European Union," Telecommunications Policy, Elsevier, vol. 42(6), pages 452-463.
    19. Zott, Christoph & Amit, Raphael & Donlevy, Jon, 2000. "Strategies for value creation in e-commerce:: best practice in Europe," European Management Journal, Elsevier, vol. 18(5), pages 463-475, October.
    20. Phanindra V. Wunnava & Daniel B. Leiter, 2009. "Determinants of Intercountry Internet Diffusion Rates," American Journal of Economics and Sociology, Wiley Blackwell, vol. 68(2), pages 413-426, April.
    21. Kais Saidi & Mounir Ben Mbarek & Mounira Amamri, 2018. "Causal Dynamics between Energy Consumption, ICT, FDI, and Economic Growth: Case Study of 13 MENA Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(1), pages 228-238, March.
    22. 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.
    23. Jacob R. Holm & Christian R. Østergaard, 2020. "Regional Employment Growth, Shocks and Regional Industrial Resilience: A Quantitative Analysis of the Danish ICT Sector," Regional Studies, Taylor & Francis Journals, vol. 49(1), pages 95-112, July.
    24. Raquel Campos & María Arrazola & José de Hevia, 2017. "Economic crisis and benefits of the Internet: differentiated Internet usage by employment status," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(3), pages 269-294, April.
    25. Peter V. Raven & Xiaoqing Huang & Ben B. Kim, 2007. "E-Business in Developing Countries: A Comparison of China and India," International Journal of E-Business Research (IJEBR), IGI Global, vol. 3(1), pages 91-108, January.
    26. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    27. Porter, Constance Elise & Donthu, Naveen, 2006. "Using the technology acceptance model to explain how attitudes determine Internet usage: The role of perceived access barriers and demographics," Journal of Business Research, Elsevier, vol. 59(9), pages 999-1007, September.
    28. Ernest P. Goss & Joseph M. Phillips, 2002. "How Information Technology Affects Wages: Evidence Using Internet Usage As a Proxy for IT Skills," Journal of Labor Research, Transaction Publishers, vol. 23(3), pages 463-474, July.
    29. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    30. Betsey Stevenson, 2009. "The Internet and Job Search," NBER Chapters, in: Studies of Labor Market Intermediation, pages 67-86, National Bureau of Economic Research, Inc.
    31. Zoltan J. Acs & Felix R. Fitzroy & Ian Smith, 2008. "High Technology Employment, Wages and University R&D Spillovers: Evidence from US Cities," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 22, pages 302-323, Edward Elgar Publishing.
    32. Kasiri, Leila Agha & Guan Cheng, Kenny Teoh & Sambasivan, Murali & Sidin, Samsinar Md., 2017. "Integration of standardization and customization: Impact on service quality, customer satisfaction, and loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 35(C), pages 91-97.
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    2. Andrea Benecchi & Carlo Bottoni & Emanuela Ciapanna & Annalisa Frigo & Aldo Milan & Elisa Scarinzi, 2023. "Digitalisation in Italy: Evidence from a New Regional Index," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 23-54, September.
    3. Liang, Lin & Li, Yan, 2023. "How does government support promote digital economy development in China? The mediating role of regional innovation ecosystem resilience," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    4. Siliang Guo & Yanhua Diao & Junliang Du, 2022. "Coupling Coordination Measurement and Evaluation of Urban Digitalization and Green Development in China," IJERPH, MDPI, vol. 19(22), pages 1-32, November.
    5. Shuaitao Jiao & Qiubi Sun, 2021. "Digital Economic Development and Its Impact on Econimic Growth in China: Research Based on the Prespective of Sustainability," Sustainability, MDPI, vol. 13(18), pages 1-19, September.
    6. Guoteng Xu & Shuai Peng & Chengjiang Li & Xia Chen, 2023. "Synergistic Evolution of China’s Green Economy and Digital Economy Based on LSTM-GM and Grey Absolute Correlation," Sustainability, MDPI, vol. 15(19), pages 1-29, September.
    7. Muhammad Imran & Xiangyang Liu & Rongyu Wang & Shah Saud & Yun Zhao & Muhammad Jalal Khan, 2022. "The Influence of Digital Economy and Society Index on Sustainable Development Indicators: The Case of European Union," Sustainability, MDPI, vol. 14(18), pages 1-16, September.

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    More about this item

    Keywords

    Digital economy; Digital divide; Economic growth; Patents;
    All these keywords.

    JEL classification:

    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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