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The Behavioral and Social Dimension of the Public Health System of European Countries: Descriptive, Canonical, and Factor Analysis

Author

Listed:
  • Tetiana Vasylieva

    (The London Academy of Science and Business, London W1U 6TU, UK
    Department of Financial Technologies and Entrepreneurship, Sumy State University, 40000 Sumy, Ukraine)

  • Beata Gavurova

    (Faculty of Mining, Ecology, Process Control and Geotechnologies, Technical University of Kosice, 040 01 Kosice, Slovakia)

  • Tetiana Dotsenko

    (Economic Cybernetics Department, Sumy State University, 40000 Sumy, Ukraine
    Institute of Sociology, Technical University of Berlin, 10623 Berlin, Germany)

  • Svitlana Bilan

    (Department of Humanities and Social Sciences, Rzeszow University of Technology, 35-959 Rzeszow, Poland)

  • Marcin Strzelec

    (Academy of Justice, 02-520 Warsaw, Poland)

  • Samer Khouri

    (Faculty of Mining, Ecology, Process Control and Geotechnologies, Technical University of Kosice, 040 01 Kosice, Slovakia)

Abstract

Background: The state and prospects of the healthcare industry of a country are among its top priorities because the quality of life and health of its citizens are indicators of its success and competitiveness. The aim of this study is to conduct a theoretical analysis and qualitative and quantitative assessments of indicators by developing an integral indicator in the context of behavioral, social, demographic, and economic factors that characterize the level of healthcare system development in European countries using multivariate statistical modeling methods. Methods: The study was implemented using Statistica 10 and Statistica Portable statistical packages. The statistical base of the study was formed using descriptive analysis; a group of 10 European countries was identified using a cluster analysis based on the application of an iterative divisive k-means method. The degree and significance of the interrelations between the components characterizing the studied groups of indicators were determined using canonical correlations by conducting a canonical analysis. Factor modeling is conducted by applying the analysis of the main components to determine the relevant indicators for assessing the level of healthcare system development to build integral indicators of the level of healthcare system development in European countries. Results: The need to improve the level of healthcare system development in European countries was confirmed. Shortcomings and possible reserves for potential improvement of the healthcare system were identified. Conclusions: The results can help public authorities, officials and employees of the healthcare sector organize and conduct effective, timely, high-quality regulation and adjustment of the regulatory and legislative framework to improve healthcare system development.

Suggested Citation

  • Tetiana Vasylieva & Beata Gavurova & Tetiana Dotsenko & Svitlana Bilan & Marcin Strzelec & Samer Khouri, 2023. "The Behavioral and Social Dimension of the Public Health System of European Countries: Descriptive, Canonical, and Factor Analysis," IJERPH, MDPI, vol. 20(5), pages 1-35, March.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4419-:d:1084898
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    1. Lei Zhang & Yang Chen & Oleksii Lyulyov & Tetyana Pimonenko, 2022. "Forecasting the Effect of Migrants’ Remittances on Household Expenditure: COVID-19 Impact," Sustainability, MDPI, vol. 14(7), pages 1-16, April.
    2. Agnieszka Barańska & Urszula Religioni & Bartłomiej Drop & Magdalena Bogdan & Anna Kłak & Andrzej Warunek & Jolanta Herda & Ewelina Firlej & Piotr Merks, 2022. "Assessment of the Level of Satisfaction with Medical Care of Patients Treated in Osteoporosis Clinics as an Indicator of the Quality of Medical Care," IJERPH, MDPI, vol. 19(12), pages 1-14, June.
    3. Jean‐Baptiste Gartner & Célia Lemaire, 2022. "Dimensions of performance and related key performance indicators addressed in healthcare organisations: A literature review," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(4), pages 1941-1952, July.
    4. Dalia Streimikiene, 2022. "COVID-19 impacts on Energy Poverty: Lithuanian case study," Montenegrin Journal of Economics, Economic Laboratory for Transition Research (ELIT), vol. 18(1), pages 215-223.
    5. Beaussier, Anne-Laure & Demeritt, David & Griffiths, Alex & Rothstein, Henry, 2020. "Steering by their own lights: Why regulators across Europe use different indicators to measure healthcare quality," Health Policy, Elsevier, vol. 124(5), pages 501-510.
    6. Beata Gavurova & Matus Kubak, 2021. "The importance of evaluating inpatients’ satisfaction with emphasis on the aspect of confidence," Oeconomia Copernicana, Institute of Economic Research, vol. 12(3), pages 821-848, September.
    7. Ibe, Rebecca & Rahji, Mohammed & Adeoti, Adetola & Adenegan, Kemisola, 2020. "Household Demand for Fruits and Vegetables in Rural and Urban South-Western Nigeria," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 12(3), September.
    8. Ibe, Rebecca & Rahji, Mohammed & Adeoti, Adetola & Adenegan, Kemisola, 2020. "Household Demand for Fruits and Vegetables in Rural and Urban South-Western Nigeria," AGRIS on-line Papers in Economics and Informatics, Czech University of Life Sciences Prague, Faculty of Economics and Management, vol. 10(3), September.
    9. Anna Wildowicz-Szumarska, 2022. "Is redistributive policy of EU welfare state effective in tackling income inequality? A panel data analysis," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(1), pages 81-101, March.
    10. Andrej Privara, 2022. "Economic growth and labour market in the European Union: lessons from COVID-19," Oeconomia Copernicana, Institute of Economic Research, vol. 13(2), pages 355-377, June.
    11. Katarina Kramarova & Lucia Svabova & Barbora Gabrikova, 2022. "Impacts of the Covid-19 crisis on unemployment in Slovakia: a statistically created counterfactual approach using the time series analysis," Equilibrium. Quarterly Journal of Economics and Economic Policy, Institute of Economic Research, vol. 17(2), pages 343-389, June.
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