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Opportunities for healthcare digitalization in Europe: Comparative analysis of inequalities in access to medical services

Author

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  • Majcherek, Dawid
  • Hegerty, Scott William
  • Kowalski, Arkadiusz Michał
  • Lewandowska, Małgorzata Stefania
  • Dikova, Desislava

Abstract

Digitalization of healthcare systems is a great opportunity to address inequalities in access to healthcare in the European Union. There is an urgent need to build on what we learned from the COVID-19 pandemic, where digital health technologies were integrated swiftly to limit challenges in healthcare delivery. We created a database for the 27 European Union countries from the European Health Interview Survey (EHIS), the Digital Economy and Society Index (DESI), and other Eurostat databases. We performed k-means cluster analysis to group EU countries along two dimensions: inequalities in access to medical services and level of digitalization. We identified five distinct clusters: two clusters with high, two clusters with moderate, and one cluster with low unmet need for healthcare. Regarding digitalization, only one cluster comprising the Nordic countries, Spain and Cyprus exhibit high digital readiness. A cluster comprising the most developed countries in Western Europe represents moderate levels of both unmet need for healthcare and digitalization. For most EU countries, there is still a need to build digital infrastructure for the healthcare industry, which in the long term may increase the number of digital solutions used by both patients and healthcare professionals. Policy makers across the EU need to consider investing in initiatives that would support digital health solutions as an effective means of healthcare provision and healthcare management.

Suggested Citation

  • Majcherek, Dawid & Hegerty, Scott William & Kowalski, Arkadiusz Michał & Lewandowska, Małgorzata Stefania & Dikova, Desislava, 2024. "Opportunities for healthcare digitalization in Europe: Comparative analysis of inequalities in access to medical services," Health Policy, Elsevier, vol. 139(C).
    • Handle: RePEc:eee:hepoli:v:139:y:2024:i:c:s016885102300235x
    DOI: 10.1016/j.healthpol.2023.104950
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    References listed on IDEAS

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    1. Jani KINNUNEN & Armenia ANDRONICEANU & Irina GEORGESCU, 2019. "Digitalization Of Eu Countries: A Clusterwise Analysis," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 13(1), pages 1-12, November.
    2. Peter Groenewegen & Esther Van Poel & Peter Spreeuwenberg & Ronald Batenburg & Christian Mallen & Liubove Murauskiene & Antoni Peris & Benoit Pétré & Emmily Schaubroeck & Stefanie Stark & Emil L. Sigu, 2022. "Has the COVID-19 Pandemic Led to Changes in the Tasks of the Primary Care Workforce? An International Survey among General Practices in 38 Countries (PRICOV-19)," IJERPH, MDPI, vol. 19(22), pages 1-20, November.
    3. Jenni Konttila & Heidi Siira & Helvi Kyngäs & Minna Lahtinen & Satu Elo & Maria Kääriäinen & Pirjo Kaakinen & Anne Oikarinen & Miyae Yamakawa & Sakiko Fukui & Momoe Utsumi & Yoko Higami & Akari Higuch, 2019. "Healthcare professionals’ competence in digitalisation: A systematic review," Journal of Clinical Nursing, John Wiley & Sons, vol. 28(5-6), pages 745-761, March.
    4. Paolo Roffia & Alessandro Bucciol & Sara Hashlamoun, 2023. "Determinants of life expectancy at birth: a longitudinal study on OECD countries," International Journal of Health Economics and Management, Springer, vol. 23(2), pages 189-212, June.
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