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Digital Divide in the European Union: A Typology of EU Citizens

Author

Listed:
  • Ana Gomes

    (Business Research Unit (BRU-IUL)
    Instituto Universitário Militar)

  • José G. Dias

    (Business Research Unit (BRU-IUL))

Abstract

This paper addresses the heterogeneity of the digital divide and internet use among citizens in the 28 European Union (EU) countries (at the time of the survey). Drawing from the Eurobarometer Surveys, three indicators of the digital divide are used to define the groups: frequency of internet access, means of internet access, and online activities. The categorical clustering algorithm identifies six groups of internet users: Non-Users, Basic Users, Information Exchangers, Instrumental Users, Socializers, and Advanced Users, each with distinct socio-demographic profiles. The study reveals significant socio-economic and demographic profiling variables characterizing these patterns, including age, education, gender, occupation, type of community and geographic location. A major digital divide is detected in many countries; Notably, Romania, Greece, and Bulgaria have the largest proportion of Non-Users, emphasizing the need for targeted policy interventions. These results provide crucial insights for the European Commission’s digitization strategy, suggesting that more nuanced and targeted measures are needed to ensure equitable digital access across the EU.

Suggested Citation

  • Ana Gomes & José G. Dias, 2025. "Digital Divide in the European Union: A Typology of EU Citizens," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 176(1), pages 149-172, January.
  • Handle: RePEc:spr:soinre:v:176:y:2025:i:1:d:10.1007_s11205-024-03452-2
    DOI: 10.1007/s11205-024-03452-2
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    References listed on IDEAS

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    1. Mohorko Anja & Leeuw Edith de & Hox Joop, 2013. "Internet Coverage and Coverage Bias in Europe: Developments Across Countries and Over Time," Journal of Official Statistics, Sciendo, vol. 29(4), pages 609-622, December.
    2. Maria Denisa Vasilescu & Andreea Claudia Serban & Gina Cristina Dimian & Mirela Ionela Aceleanu & Xose Picatoste, 2020. "Digital divide, skills and perceptions on digitalisation in the European Union—Towards a smart labour market," PLOS ONE, Public Library of Science, vol. 15(4), pages 1-39, April.
    3. Dibyendu Maiti & Akshara Awasthi, 2020. "ICT Exposure and the Level of Wellbeing and Progress: A Cross Country Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 311-343, January.
    4. 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.
    5. 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.
    6. Martinez Guerrero, Mario & Ortega Egea, Jose Manuel & Roman Gonzalez, Maria Victoria, 2007. "Application of the latent class regression methodology to the analysis of Internet use for banking transactions in the European Union," Journal of Business Research, Elsevier, vol. 60(2), pages 137-145, February.
    7. Yulia Loktionova & Artem Smirnov & Zeynab Giyasova & Larisa Kondratenko & Ilia Aksenov, 2023. "European Single Market: Evolution and Modern Challenges," Journal of Common Market Studies, Wiley Blackwell, vol. 61(1), pages 95-107, January.
    8. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.
    9. Javier Alvarez-Galvez & Jose A. Salinas-Perez & Ilaria Montagni & Luis Salvador-Carulla, 2020. "The persistence of digital divides in the use of health information: a comparative study in 28 European countries," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(3), pages 325-333, April.
    10. Michael Demoussis & Nicholas Giannakopoulos, 2006. "Facets of the digital divide in Europe: Determination and extent of internet use," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(3), pages 235-246.
    11. Ira M. Wasserman & Marie Richmond‐Abbott, 2005. "Gender and the Internet: Causes of Variation in Access, Level, and Scope of Use," Social Science Quarterly, Southwestern Social Science Association, vol. 86(1), pages 252-270, March.
    12. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao, 2018. "The Global Digital Divide: Evidence and Drivers," Journal of Global Information Management (JGIM), IGI Global, vol. 26(2), pages 1-26, April.
    13. 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.
    14. Chris Skinner, 2019. "Analysis of Categorical Data for Complex Surveys," International Statistical Review, International Statistical Institute, vol. 87(S1), pages 64-78, May.
    15. André Junqueira Caetano & José G. Dias, 2018. "Socioeconomic Classification of the Working-Age Brazilian Population: A Joint Latent Class Analysis Using Social Class and Asset-Based Perspectives," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(1), pages 119-146, August.
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