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Assessing the Role of Age, Education, Gender and Income on the Digital Divide: Evidence for the European Union

Author

Listed:
  • Anca Elena-Bucea

    (Universidade Nova de Lisboa, Campus de Campolide
    Banco de Portugal)

  • Frederico Cruz-Jesus

    (Universidade Nova de Lisboa, Campus de Campolide)

  • Tiago Oliveira

    (Universidade Nova de Lisboa, Campus de Campolide)

  • Pedro Simões Coelho

    (Universidade Nova de Lisboa, Campus de Campolide)

Abstract

This paper assesses the digital divide between and within the 28 member-states of the European Union. The analysis comprised four socio-demographic contexts: age, education, gender, and income. Because of the digital divide’s complexity, a multivariate approach was applied - factor analysis with oblique rotation, which resulted in two distinct dimensions: e-Services and Social Networks. To test the significant differences of European Union positioning and European Union disparities, Multivariate Analysis of Variance and Squared Rank Test were computed. Findings show that e-Services adoption is influenced primarily by the education level of individuals, while Social Networks adoption is more affected by individuals’ age.

Suggested Citation

  • Anca Elena-Bucea & Frederico Cruz-Jesus & Tiago Oliveira & Pedro Simões Coelho, 0. "Assessing the Role of Age, Education, Gender and Income on the Digital Divide: Evidence for the European Union," Information Systems Frontiers, Springer, vol. 0, pages 1-15.
  • Handle: RePEc:spr:infosf:v::y::i::d:10.1007_s10796-020-10012-9
    DOI: 10.1007/s10796-020-10012-9
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    References listed on IDEAS

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    1. Hilbert, Martin, 2010. "When is Cheap, Cheap Enough to Bridge the Digital Divide? Modeling Income Related Structural Challenges of Technology Diffusion in Latin America," World Development, Elsevier, vol. 38(5), pages 756-770, May.
    2. Oecd, 2001. "Understanding the Digital Divide," OECD Digital Economy Papers 49, OECD Publishing.
    3. World Bank, 2012. "2012 Information and Communications for Development : Maximizing Mobile [Information et communications au service du développement : Exploiter au maximum la téléphonie mobile]," World Bank Publications - Books, The World Bank Group, number 11958, December.
    4. Sadowski, Bert M., 2017. "Advanced users and the adoption of high speed broadband: Results of a living lab study in the Netherlands," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 1-14.
    5. Vicente, Maria Rosalia & Lopez, Ana Jesus, 2006. "Patterns of ICT diffusion across the European Union," Economics Letters, Elsevier, vol. 93(1), pages 45-51, October.
    6. Yoske Igarashi, 2016. "Distributional effects of hiring through networks," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 20, pages 90-110, April.
    7. Nicole Zillien & Eszter Hargittai, 2009. "Digital Distinction: Status‐Specific Types of Internet Usage," Social Science Quarterly, Southwestern Social Science Association, vol. 90(2), pages 274-291, June.
    8. Jovanovic, Boyan & Rousseau, Peter L., 2005. "General Purpose Technologies," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 18, pages 1181-1224, Elsevier.
    9. 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.
    10. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 0. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 0, pages 1-20.
    11. Zhang, Xiaoqun, 2013. "Income disparity and digital divide: The Internet Consumption Model and cross-country empirical research," Telecommunications Policy, Elsevier, vol. 37(6), pages 515-529.
    12. Liu, Chuang-Chun, 2016. "Understanding player behavior in online games: The role of gender," Technological Forecasting and Social Change, Elsevier, vol. 111(C), pages 265-274.
    13. Taipale, Sakari, 2013. "The use of e-government services and the Internet: The role of socio-demographic, economic and geographical predictors," Telecommunications Policy, Elsevier, vol. 37(4), pages 413-422.
    14. Duncan CAMPBELL, 2001. "Can the digital divide be contained?," International Labour Review, International Labour Organization, vol. 140(2), pages 119-141, June.
    15. Jun, Seung-Pyo & Sung, Tae-Eung & Park, Hyun-Woo, 2017. "Forecasting by analogy using the web search traffic," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 37-51.
    16. Frederico Cruz-Jesus & Tiago Oliveira & Fernando Bacao & Zahir Irani, 2017. "Assessing the pattern between economic and digital development of countries," Information Systems Frontiers, Springer, vol. 19(4), pages 835-854, August.
    17. Kyriakidou, Vagia & Michalakelis, Christos & Sphicopoulos, Thomas, 2011. "Digital divide gap convergence in Europe," Technology in Society, Elsevier, vol. 33(3), pages 265-270.
    18. Last, Cadell, 2017. "Global Commons in the Global Brain," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 48-64.
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