IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0234135.html
   My bibliography  Save this article

Educational inequalities in mortality amenable to healthcare. A comparison of European healthcare systems

Author

Listed:
  • Håvard T Rydland
  • Erlend L Fjær
  • Terje A Eikemo
  • Tim Huijts
  • Clare Bambra
  • Claus Wendt
  • Ivana Kulhánová
  • Pekka Martikainen
  • Chris Dibben
  • Ramunė Kalėdienė
  • Carme Borrell
  • Mall Leinsalu
  • Matthias Bopp
  • Johan P Mackenbach

Abstract

Background: Educational inequalities in health and mortality in European countries have often been studied in the context of welfare regimes or political systems. We argue that the healthcare system is the national level feature most directly linkable to mortality amenable to healthcare. In this article, we ask to what extent the strength of educational differences in mortality amenable to healthcare vary among European countries and between European healthcare system types. Methods: This study uses data on mortality amenable to healthcare for 21 European populations, covering ages 35–79 and spanning from 1998 to 2006. ISCED education categories are used to calculate relative (RII) and absolute inequalities (SII) between the highest and lowest educated. The healthcare system typology is based on the latest available classification. Meta-analysis and ANOVA tests are used to see if and how they can explain between-country differences in inequalities and whether any healthcare system types have higher inequalities. Results: All countries and healthcare system types exhibited relative and absolute educational inequalities in mortality amenable to healthcare. The low-supply and low performance mixed healthcare system type had the highest inequality point estimate for the male (RII = 3.57; SII = 414) and female (RII = 3.18; SII = 209) population, while the regulation-oriented public healthcare systems had the overall lowest (male RII = 1.78; male SII = 123; female RII = 1.86; female SII = 78.5). Due to data limitations, results were not robust enough to make substantial claims about typology differences. Conclusions: This article aims at discussing possible mechanisms connecting healthcare systems, social position, and health. Results indicate that factors located within the healthcare system are relevant for health inequalities, as inequalities in mortality amenable to medical care are present in all healthcare systems. Future research should aim at examining the role of specific characteristics of healthcare systems in more detail.

Suggested Citation

  • Håvard T Rydland & Erlend L Fjær & Terje A Eikemo & Tim Huijts & Clare Bambra & Claus Wendt & Ivana Kulhánová & Pekka Martikainen & Chris Dibben & Ramunė Kalėdienė & Carme Borrell & Mall Leinsalu & Ma, 2020. "Educational inequalities in mortality amenable to healthcare. A comparison of European healthcare systems," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-17, July.
  • Handle: RePEc:plo:pone00:0234135
    DOI: 10.1371/journal.pone.0234135
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0234135
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0234135&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0234135?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Reibling, Nadine & Ariaans, Mareike & Wendt, Claus, 2019. "Worlds of Healthcare: A Healthcare System Typology of OECD Countries," Health Policy, Elsevier, vol. 123(7), pages 611-620.
    2. Juan G. Gay & Valérie Paris & Marion Devaux & Michael de Looper, 2011. "Mortality Amenable to Health Care in 31 OECD Countries: Estimates and Methodological Issues," OECD Health Working Papers 55, OECD Publishing.
    3. Adamson, Joy & Ben-Shlomo, Yoav & Chaturvedi, Nish & Donovan, Jenny, 2003. "Ethnicity, socio-economic position and gender--do they affect reported health--care seeking behaviour?," Social Science & Medicine, Elsevier, vol. 57(5), pages 895-904, September.
    4. Mackenbach, Johan P. & Kunst, Anton E., 1997. "Measuring the magnitude of socio-economic inequalities in health: An overview of available measures illustrated with two examples from Europe," Social Science & Medicine, Elsevier, vol. 44(6), pages 757-771, March.
    5. Robert M. Kunst, 2019. "Report of the Editors," Empirical Economics, Springer, vol. 56(1), pages 397-398, January.
    6. Terje A Eikemo & Rasmus Hoffmann & Margarete C Kulik & Ivana Kulhánová & Marlen Toch-Marquardt & Gwenn Menvielle & Caspar Looman & Domantas Jasilionis & Pekka Martikainen & Olle Lundberg & Johan P Mac, 2014. "How Can Inequalities in Mortality Be Reduced? A Quantitative Analysis of 6 Risk Factors in 21 European Populations," PLOS ONE, Public Library of Science, vol. 9(11), pages 1-1, November.
    7. Granados, José A. Tapia, 2010. "Politics and health in eight European countries: A comparative study of mortality decline under social democracies and right-wing governments," Social Science & Medicine, Elsevier, vol. 71(5), pages 841-850, September.
    8. Kunst, A.E. & Mackenbach, J.P., 1994. "The size of mortality differences associated with educational level in nine industrialized countries," American Journal of Public Health, American Public Health Association, vol. 84(6), pages 932-937.
    9. Mackenbach, Johan P. & Kulhánová, Ivana & Bopp, Matthias & Deboosere, Patrick & Eikemo, Terje A. & Hoffmann, Rasmus & Kulik, Margarete C. & Leinsalu, Mall & Martikainen, Pekka & Menvielle, Gwenn & Reg, 2015. "Variations in the relation between education and cause-specific mortality in 19 European populations: A test of the “fundamental causes” theory of social inequalities in health," Social Science & Medicine, Elsevier, vol. 127(C), pages 51-62.
    10. Kinge, Jonas Minet & Vallejo-Torres, Laura & Morris, Stephen, 2015. "Income related inequalities in avoidable mortality in Norway: A population-based study using data from 1994–2011," Health Policy, Elsevier, vol. 119(7), pages 889-898.
    11. Nolte, Ellen & McKee, Martin, 2011. "Variations in amenable mortality—Trends in 16 high-income nations," Health Policy, Elsevier, vol. 103(1), pages 47-52.
    12. Kirstin Grosse Frie & Terje Eikemo & Olaf von dem Knesebeck, 2010. "Education and self-reported health care seeking behaviour in European welfare regimes: results from the European Social Survey," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 55(3), pages 217-220, June.
    13. von dem Knesebeck, Olaf & Verde, Pablo E. & Dragano, Nico, 2006. "Education and health in 22 European countries," Social Science & Medicine, Elsevier, vol. 63(5), pages 1344-1351, September.
    14. Blom, Niels & Huijts, Tim & Kraaykamp, Gerbert, 2016. "Ethnic health inequalities in Europe. The moderating and amplifying role of healthcare system characteristics," Social Science & Medicine, Elsevier, vol. 158(C), pages 43-51.
    15. Editors The, 2007. "From the Editors," Basic Income Studies, De Gruyter, vol. 2(1), pages 1-5, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Debora Di Gioacchino & Emanuela Ghignoni & Laura Sabani, 2024. "Health Disparities in Europe: Insights from a Cluster Analysis of Healthcare Systems," Working Papers in Public Economics 251, Department of Economics and Law, Sapienza University of Roma.
    2. Xuefeng Li & Li Deng & Han Yang & Hui Wang, 2020. "Effect of socioeconomic status on the healthcare-seeking behavior of migrant workers in China," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-15, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hannelore Grande & Patrick Deboosere & Hadewijch Vandenheede, 2013. "Evolution of educational inequalities in mortality among young adults in an urban setting," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(6), pages 825-835, December.
    2. Mebratie, A.D. & Van de Poel, E. & Debebe, Z.Y. & Abebaw, D. & Alemu, G. & Bedi, A.S., 2013. "Self-reported health care seeking behavior in rural Ethiopia: Evidence from clinical vignettes," ISS Working Papers - General Series 551, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    3. Cleon Tsimbos, 2010. "An assessment of socio-economic inequalities in health among elderly in Greece, Italy and Spain," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 55(1), pages 5-15, February.
    4. Wiktoria Wróblewska, 2012. "Nierówności społeczne w stanie zdrowia w Polsce – analiza na podstawie samooceny stanu zdrowia oraz poziomu wykształcenia," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 28, pages 65-84.
    5. Irina Kislaya & Julian Perelman & Hanna Tolonen & Baltazar Nunes, 2019. "Do self-reported data accurately measure health inequalities in risk factors for cardiovascular disease?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(5), pages 721-729, June.
    6. Barbara Willems & Piet Bracke, 2018. "The education gradient in cancer screening participation: a consistent phenomenon across Europe?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 63(1), pages 93-103, January.
    7. Pieter Dudal & Piet Bracke, 2016. "Absolute and relative educational inequalities in depression in Europe," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 61(7), pages 787-795, September.
    8. Ana C. Gómez Ugarte Valerio & Ugofilippo Basellini & Carlo G. Camarda & Fanny Janssen & Emilio Zagheni, 2024. "Reassessing socioeconomic inequalities in mortality via distributional similarities," MPIDR Working Papers WP-2024-007, Max Planck Institute for Demographic Research, Rostock, Germany.
    9. Gintare Mazeikaite & Cathal O’Donoghue & Denisa M. Sologon, 2021. "What Drives Cross-Country Health Inequality in the EU? Unpacking the Role of Socio-economic Factors," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 117-155, May.
    10. Irma Elo & Hiram Beltrán-Sánchez & James Macinko, 2014. "The Contribution of Health Care and Other Interventions to Black–White Disparities in Life Expectancy, 1980–2007," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 33(1), pages 97-126, February.
    11. Elisabetta Reginato & Isabella Fadda & Paola Paglietti & Aldo Pavan, 2021. "Informal Payments and Performance in the Health Care Sector: Possible Relationships in a Sub-National Perspective," International Journal of Business and Management, Canadian Center of Science and Education, vol. 15(3), pages 126-126, July.
    12. Eloi Laurent, 2010. "Environmental justice and environmental inequalities: A European perspective," Working Papers hal-01069412, HAL.
    13. Sylvester Ngome Chisika & Chunho Yeom, 2021. "Enhancing Sustainable Management of Public Natural Forests Through Public Private Partnerships in Kenya," SAGE Open, , vol. 11(4), pages 21582440211, October.
    14. Laurent, Catherine E. & Berriet-Solliec, Marielle & Kirsch, Marc & Labarthe, Pierre & Trouve, Aurelie, 2010. "Multifunctionality Of Agriculture, Public Policies And Scientific Evidences: Some Critical Issues Of Contemporary Controversies," APSTRACT: Applied Studies in Agribusiness and Commerce, AGRIMBA, vol. 4(1-2), pages 1-6.
    15. Juan Carlos Conesa & Timothy J. Kehoe & Kim J. Ruhl, 2007. "Modeling great depressions: the depression in Finland in the 1990s," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 31(Nov), pages 16-44.
    16. Fabio Salamanca-Buentello & Mary V Seeman & Abdallah S Daar & Ross E G Upshur, 2020. "The ethical, social, and cultural dimensions of screening for mental health in children and adolescents of the developing world," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-25, August.
    17. Fleurbaey, Marc & Schokkaert, Erik, 2009. "Unfair inequalities in health and health care," Journal of Health Economics, Elsevier, vol. 28(1), pages 73-90, January.
    18. Mitchell, Richard & Dujardin, Claire & Popham, Frank & Farfan Portet, Maria-Isabel & Thomas, Isabelle & Lorant, Vincent, 2011. "Using matched areas to explore international differences in population health," Social Science & Medicine, Elsevier, vol. 73(8), pages 1113-1122.
    19. Adilson Carlos Yoshikuni & José Eduardo Ricciardi Favaretto & Alberto Luiz Albertin & Fernando de Souza Meirelles, 2022. "How can Strategy-as-Practice Enable Innovation under the Influence of Environmental Dynamism?," RAC - Revista de Administração Contemporânea (Journal of Contemporary Administration), ANPAD - Associação Nacional de Pós-Graduação e Pesquisa em Administração, vol. 26(1), pages 200131-2001.
    20. Paola Gatti & Chiara Ghislieri & Claudio G Cortese, 2017. "Relationships between followers’ behaviors and job satisfaction in a sample of nurses," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-16, October.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0234135. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.