DIGITAL DIVIDE IN THE EUROPEAN UNION: ASSESSING SPATIAL DISPARITIES AND NEIGHBORHOOD EFFECTS
DOI:
https://doi.org/10.2298/IJGI2402181TKeywords:
digital divide, EU digital transformation policy, Next Generation EU, Digital Economy and Society Index (DESI), Moran’s IAbstract
This article aims to investigate whether the digital inequality within the European Union (EU) has been reduced in the period 2017–2022. The goal of the study is to measure the dynamics of EU digital inequality and assess the effectiveness of the EU supranational bodies in reducing digital disparities. The author seeks to determine if the dynamics of this divide have been influenced by the EU's supranational policy fostering digital transformation by juxtaposing EU financing of digital transformation and spatial disparities among EU members based on Digital Economy and Society Index (DESI) and its components. The study reveals that, despite the fact that the agenda of digital divide reduction has been in the focus of the European supranational bodies within the last 22 years, the funding of digital transformation was neither adequate in terms of volumes nor consistent. The main beneficiaries were the EU members located in Western and Southern Europe and the least supported area was the members in Eastern Europe. In addition, using spatial econometric analysis, the author proves that the spatial digital divide has decreased in the period 2017–2022 and coincides only partially with the conventional cleavage “developed North & West VS lagging South & East”. However, as the correlation analysis shows, the EU financial support of digital transformation had a slight positive impact on countries’ DESI score, which implies that the EU supranational policy on curbing digital divide was only partially effective.
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References
Anselin, L. (1995). Local Indicators of Spatial Association—LISA. Geographical Analysis, 27(2), 93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
Anselin, L. (2022). Spatial econometrics. In D. Pumain (Ed.), Handbook of Spatial Analysis in the Social Sciences (pp. 101–122). Routledge.
Bârgăoanu, A., Buturoiu, R., & Durach, F. (2019). The East-West Divide in the European Union: A Development Divide Reframed as a Political One. In P. Schmidt, J. Sumiła-Cieślińska, & A. Krakowiak (Eds.), Development in Turbulent Times (pp. 105–117). Springer. https://doi.org/10.1007/978-3-030-11361-2_8
Caradaica, M. (2020). Digital Divide in the European Union. In A. Taranu (Ed.), Politics and Knowledge: New Trends in Social Research (pp. 99–106). Proceedings of the 7th ACADEMOS Conference 2020, Bucharest, Romania. http://conference.academos.ro/sites/default/files/Past%20editions/2020%20Proceedings%20-%20Table%20of%20contents.pdf
Castells, M. (2002). The Internet Galaxy: Reflections on the Internet, Business, and Society. Oxford University Press.
Cuervo, M. R. V., & Menéndez, A. J. L. (2006). A multivariate framework for the analysis of the digital divide: Evidence for the European Union-15. Information & Management, 43(6), 756–766. https://doi.org/10.1016/j.im.2006.05.001
EUroalert.net. (2023). The ICT Policy Support Program. EUroalert.net, EU funding and tenders for SMEs. Retrieved November 8, 2023 from https://euroalert.net/en/programme/514/the-ict-policy-support-programme
European Commission. (2021). Recovery Plan for Europe. Retrieved November 8, 2023 from https://ec.europa.eu/info/strategy/recovery-plan-europe_en
European Commission. (2022a). Recovery and Resilience Facility, Country pages. Retrieved November 8, 2023 from https://commission.europa.eu/business-economy-euro/economic-recovery/recovery-and-resilience-facility/country-pages_en
European Commission. (2022b). EU spending and revenue 2007-2020. Retrieved November 8, 2023 from https://commission.europa.eu/strategy-and-policy/eu-budget/long-term-eu-budget/2014-2020/spending-and-revenue_en
European Commission. (2023). DESI by components. Digital Agenda Data. Retrieved November 8, 2023, from https://digital-decade-desi.digital-strategy.ec.europa.eu/datasets/desi-2022/charts/desi-components?indicator=desi&breakdownGroup=desi&period=2022&unit=pc_desi
Farina, F., & Tamborini, R. (2015). Europe's Great Divide: A geo-economic-political map (LEQS Paper No. 101, December 11, 2015). London School of Economics.
Gounopoulos, E., Kokkonis, G., Valsamidis, S., & Kontogiannis, S. (2018). Digital Divide in Greece—A Quantitative Examination of Internet Nonuse. In A. Karasavvoglou, S. Goić, P. Polychronidou, & P. Delias (Eds.), Economy, Finance and Business in Southeastern and Central Europe (pp. 889–903). Springer. https://doi.org/10.1007/978-3-319-70377-0_61
Hargittai, E. (2002). Second-Level Digital Divide: Differences in People's Online Skills. First Monday, 7(4). https://doi.org/10.5210/fm.v7i4.942
Hargittai, E. (2003). The Digital Divide and What To Do About It. In D. C. Jones (Ed.), New Economy Handbook (pp. 821–839). Academic Press.
INEA. (2023). Connecting Europe Facility (CEF). INEA – Innovation and Networks Executive Agency. Retrieved November 8, 2023 from https://wayback.archive-it.org/12090/20221222151902/https://ec.europa.eu/inea/en/connecting-europe-facility
James, J. (2011). Are Changes in the Digital Divide Consistent with Global Equality or Inequality? The Information Society, 27(2), 121–128. https://doi.org/10.1080/01972243.2011.548705
Katz, R. L., & Koutroumpis, P. (2013). Measuring digitization: A growth and welfare multiplier. Technovation, 33(10–11), 314–319. https://doi.org/10.1016/j.technovation.2013.06.004
Landesmann, M. A. (2015). The new North-South Divide in Europe - Can the European Convergence Model be Resuscitated? In J. Fagerberg, S. Laestadius, & B. R. Martin (Eds.), The Triple Challenge for Europe: Economic Development, Climate Change, and Governance (pp. 60–87). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780198747413.003.0003
Lucendo-Monedero, A. L., Ruiz-Rodríguez, F., & González-Relaño, R. (2019). Measuring the digital divide at regional level. A spatial analysis of the inequalities in digital development of households and individuals in Europe. Telematics and Informatics, 41, 197–217. https://doi.org/10.1016/j.tele.2019.05.002
Melikyan, A. A. (2022). Analiz podhodov k opredeleniyu cifrovogo neravenstva [Analysis of approaches to defining digital divide]. Innovacii i investicii, 5, 9–14. https://cyberleninka.ru/article/n/analiz-podhodov-k-opredeleniyu-tsifrovogo-neravenstva/viewer
Mitrović, Đ. (2015). Broadband adoption, digital divide, and the global economic competitiveness of Western Balkan countries. Economic Annals, 60(207), 95–115. https://doi.org/10.2298/EKA1507095M
Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. https://doi.org/10.1093/biomet/37.1-2.17
NextGenerationEU. (2023). NextGenerationEU. European Union – NextGenerationEU. Retrieved November 8, 2023 from https://europa.eu/next-generation-eu/index_en
Nishida, T., Pick, J. B., & Sarkar, A. (2014). Japan׳s prefectural digital divide: A multivariate and spatial analysis. Telecommunications Policy, 38(11), 992–1010. http://dx.doi.org/10.1016/j.telpol.2014.05.004
Norris, P. (2001). Digital Divide: Civic Engagement, Information Poverty, and the Internet Worldwide. Cambridge University Press.
Okunev, I. Yu. (2020). Osnovy prostranstvennogo analisa [Fundamentals of spatial analysis]. Aspekt-Press.
Organisation for Economic Co-operation and Development (OECD). (2001). Understanding the Digital Divide. OECD. Retrieved from https://www.oecd-ilibrary.org/docserver/236405667766.pdf?expires=1715611813&id=id&accname=guest&checksum=44D6035CBB3DC7A0EC1EE9E46AB13548
Otioma, C., Madureira, A. M., & Martinez, J. (2019). Spatial analysis of urban digital divide in Kigali, Rwanda. GeoJournal, 84, 719–741. https://doi.org/10.1007/s10708-018-9882-3
Polykalas, S. E. (2014). Assessing the Evolution of the Digital Divide across European Union. In R. Benlarmi (Ed.), 2014 International Conference on Web & Open Access to Learning (ICWOAL 2014) (pp. 24–29). IEEE. https://www.proceedings.com/content/025/025026webtoc.pdf
Ragnedda, M., & Kreitem, H. (2018). The three levels of digital divide in East EU countries. World of Media. Journal of Russian Media and Journalism Studies, 1(4), 5–26. https://doi.org/10.30547/worldofmedia.4.2018.1
Schleife, K. (2010). What really matters: Regional versus individual determinants of the digital divide in Germany. Research Policy, 39(1), 173–185.
Song, Z., Wang, C., & Bergmann, L. (2020). China's prefectural digital divide: Spatial analysis and multivariate determinants of ICT diffusion. International Journal of Information Management, 52, Article 102072. http://dx.doi.org/10.1016/j.ijinfomgt.2020.102072
Szeles, M. R., & Simionescu, M. (2020). Regional Patterns and Drivers of the EU Digital Economy. Social Indicators Research, 150(1), 95–119. https://doi.org/10.1007/s11205-020-02287-x
van Dijk, J. A. G. M. (2005). The Deepening Divide: Inequality in the Information Society. Sage Publications.
Volchenko, O. V. (2016). Dinamika cifrovogo neravenstva v Rossii [The dynamics of digital divide in Russia]. Monitoring public opinion: Economic and social change, 5(135), 163–182. http://dx.doi.org/10.14515/monitoring.2016.5.10
Warschauer, M. (2004). Technology and Social Inclusion: Rethinking the Digital Divide. MIT Press.
Wartenberg, D. (1985). Multivariate Spatial Correlation: A Method for Exploratory Geographical Analysis. Geographical Analysis, 17(4), 263–283. https://doi.org/10.1111/j.1538-4632.1985.tb00849.x
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