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Quality assessment of the Portuguese public hospitals: A multiple criteria approach

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  • Rocha, António
  • Costa, Ana Sara
  • Figueira, José Rui
  • Ferreira, Diogo Cunha
  • Marques, Rui Cunha

Abstract

The Portuguese National Health Service (SNS) was created to provide universal, equal, and tendentiously free care. There are different levels of care (primary, secondary, continued, and palliative) and all of them should deliver quality care services. Quality in healthcare is assessed according to several criteria, such as patient safety, care appropriateness or access. However, over the last years political and economic events have had an impact on the SNS. Hence, structural reforms have occurred, and new healthcare policies have been implemented, mostly focused on improving efficiency and reducing costs. It associated to divestment can increment barriers to access, compromise infrastructures and equipment, and, above all, the service’s quality. This work aims to assess quality of the Portuguese public hospitals (secondary care providers) in this line. To this aim, we adopt a multiple criteria decision aiding approach, applying the Electre Tri-nC method to build a decision model with intervention of an expert, who acts as the decision maker. Hospitals are assessed and assigned to predefined categories, taking into account the hospitals’ performances on various criteria. Each criterion is characterized by different subcriteria, resulting in a complex criteria tree. Thus, to construct a multidimensional scale for each criterion, we propose an innovative approach using an Electre Tri-based method. The results are analyzed and the robustness of the model is tested. This work’s findings may have potential application to healthcare policy and hospital funding in the SNS, in which financial sustainability is a permanent challenge.

Suggested Citation

  • Rocha, António & Costa, Ana Sara & Figueira, José Rui & Ferreira, Diogo Cunha & Marques, Rui Cunha, 2021. "Quality assessment of the Portuguese public hospitals: A multiple criteria approach," Omega, Elsevier, vol. 105(C).
  • Handle: RePEc:eee:jomega:v:105:y:2021:i:c:s0305048321001146
    DOI: 10.1016/j.omega.2021.102505
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    as
    1. Fee, E. & Garofalo, M.E. & Chang, B.B., 2010. "Florence nightingale and the crimean war," American Journal of Public Health, American Public Health Association, vol. 100(9), pages 1591-1591.
    2. Potrafke, Niklas, 2010. "The growth of public health expenditures in OECD countries: Do government ideology and electoral motives matter?," Journal of Health Economics, Elsevier, vol. 29(6), pages 797-810, December.
    3. Kreng, Victor B. & Yang, Chi-Tien, 2011. "The equality of resource allocation in health care under the National Health Insurance System in Taiwan," Health Policy, Elsevier, vol. 100(2), pages 203-210.
    4. Helda Azevedo & Céu Mateus, 2014. "Cost effects of hospital mergers in Portugal," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(9), pages 999-1010, December.
    5. Ferreira, D.C. & Marques, R.C. & Nunes, A.M. & Figueira, J.R., 2018. "Patients’ satisfaction: The medical appointments valence in Portuguese public hospitals," Omega, Elsevier, vol. 80(C), pages 58-76.
    6. Govindan, Kannan & Jepsen, Martin Brandt, 2016. "ELECTRE: A comprehensive literature review on methodologies and applications," European Journal of Operational Research, Elsevier, vol. 250(1), pages 1-29.
    7. Boussemart, Jean-Philippe & Ferrier, Gary D. & Leleu, Hervé & Shen, Zhiyang, 2020. "An expanded decomposition of the Luenberger productivity indicator with an application to the Chinese healthcare sector," Omega, Elsevier, vol. 91(C).
    8. Kreng, Victor B. & Yang, Chi-Tien, 2011. "The equality of resource allocation in health care under the National Health Insurance System in Taiwan," Health Policy, Elsevier, vol. 100(2-3), pages 203-210, May.
    9. Almeida-Dias, J. & Figueira, J.R. & Roy, B., 2010. "Electre Tri-C: A multiple criteria sorting method based on characteristic reference actions," European Journal of Operational Research, Elsevier, vol. 204(3), pages 565-580, August.
    10. Ferreira, D.C. & Marques, R.C. & Nunes, A.M., 2018. "Economies of scope in the health sector: The case of Portuguese hospitals," European Journal of Operational Research, Elsevier, vol. 266(2), pages 716-735.
    11. Lane, Haylee & Sarkies, Mitchell & Martin, Jennifer & Haines, Terry, 2017. "Equity in healthcare resource allocation decision making: A systematic review," Social Science & Medicine, Elsevier, vol. 175(C), pages 11-27.
    12. Corrente, Salvatore & Greco, Salvatore & Słowiński, Roman, 2016. "Multiple Criteria Hierarchy Process for ELECTRE Tri methods," European Journal of Operational Research, Elsevier, vol. 252(1), pages 191-203.
    13. Diogo Cunha Ferreira & Alexandre Morais Nunes & Rui Cunha Marques, 2020. "Operational efficiency vs clinical safety, care appropriateness, timeliness, and access to health care," Journal of Productivity Analysis, Springer, vol. 53(3), pages 355-375, June.
    14. Corrente, Salvatore & Greco, Salvatore & Słowiński, Roman, 2013. "Multiple Criteria Hierarchy Process with ELECTRE and PROMETHEE," Omega, Elsevier, vol. 41(5), pages 820-846.
    15. Almeida-Dias, J. & Figueira, J.R. & Roy, B., 2012. "A multiple criteria sorting method where each category is characterized by several reference actions: The Electre Tri-nC method," European Journal of Operational Research, Elsevier, vol. 217(3), pages 567-579.
    16. Ferreira, D.C. & Marques, R.C., 2019. "Do quality and access to hospital services impact on their technical efficiency?," Omega, Elsevier, vol. 86(C), pages 218-236.
    17. Pereira, Miguel Alves & Machete, Inês Freire & Ferreira, Diogo Cunha & Marques, Rui Cunha, 2020. "Using multi-criteria decision analysis to rank European health systems: The Beveridgian financing case," Socio-Economic Planning Sciences, Elsevier, vol. 72(C).
    18. Alexandre Morais Nunes & Diogo Cunha Ferreira, 2019. "Reforms in the Portuguese health care sector: Challenges and proposals," International Journal of Health Planning and Management, Wiley Blackwell, vol. 34(1), pages 21-33, January.
    19. Bana e Costa, Carlos A. & Corrêa, Émerson C. & De Corte, Jean-Marie & Vansnick, Jean-Claude, 2002. "Facilitating bid evaluation in public call for tenders: a socio-technical approach," Omega, Elsevier, vol. 30(3), pages 227-242, June.
    20. Roy, B. & Figueira, J.R. & Almeida-Dias, J., 2014. "Discriminating thresholds as a tool to cope with imperfect knowledge in multiple criteria decision aiding: Theoretical results and practical issues," Omega, Elsevier, vol. 43(C), pages 9-20.
    21. Green, Paul E & Srinivasan, V, 1978. "Conjoint Analysis in Consumer Research: Issues and Outlook," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 5(2), pages 103-123, Se.
    22. Figueira, Jose & Roy, Bernard, 2002. "Determining the weights of criteria in the ELECTRE type methods with a revised Simos' procedure," European Journal of Operational Research, Elsevier, vol. 139(2), pages 317-326, June.
    23. Qureshi, Muhammad Imran & Qayyum, Shazia & Nassani, Abdelmohsen A. & Aldakhil, Abdullah Mohammed & Qazi Abro, Muhammad Moinuddin & Zaman, Khalid, 2019. "Management of various socio-economic factors under the United Nations sustainable development agenda," Resources Policy, Elsevier, vol. 64(C).
    24. Livio Di Matteo, 2010. "The sustainability of public health expenditures: evidence from the Canadian federation," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(6), pages 569-584, December.
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