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Utilizing Multi-Criteria Decision Making to Evaluate the Quality of Healthcare Services

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  • Mohammed Al Awadh

    (Department of Industrial Engineering, King Khalid University, Abha 64231, Saudi Arabia)

Abstract

Today’s patients are more informed and quality-conscious than ever before, which is crucial for healthcare practitioners as they interact with people’s lives daily. One of the most important challenges facing the healthcare sector worldwide concerns how to improve the overall quality of hospital care. As a result of the highly competitive nature of the economy in which healthcare services are offered, both public and private hospitals in Saudi Arabia must have their patient satisfaction rates assessed to help consumers make more informed decisions. As a result, we used the analytical hierarchy process (AHP) model to ascertain how patients in Saudi Arabia perceive the quality of the service that is provided by hospitals. The objective of the research work is to identify criteria for enhancing healthcare services using the analytic hierarchy process (AHP) technique to model the five SERVQUAL dimensions along with 2 dimensions and 31 sub-criteria. Three healthcare service organizations were selected for the study and evaluated based on their service quality performance. The AHP-based model has been demonstrated systematically for ranking the hospitals based on the healthcare system. It is observed that hospitals should concentrate the most on reliability, tangibles, and security and the least on consistency. In addition, according to the sub-criteria, the hospitals’ primary priority should be infection prevention and hygiene, with completeness receiving the least attention. Based on a survey of dimensions and their sub-criteria, the best hospital is Abha Private Hospital, followed by AHH, and then Asir General Hospital. Therefore, this study has implications for choices on the efficient monitoring of the overall health system to improve quality service delivery that would boost patient happiness, which is the goal of creating hospitals.

Suggested Citation

  • Mohammed Al Awadh, 2022. "Utilizing Multi-Criteria Decision Making to Evaluate the Quality of Healthcare Services," Sustainability, MDPI, vol. 14(19), pages 1-21, October.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12745-:d:935189
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    References listed on IDEAS

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    1. Bartłomiej Kizielewicz & Jarosław Wątróbski & Wojciech Sałabun, 2020. "Identification of Relevant Criteria Set in the MCDA Process—Wind Farm Location Case Study," Energies, MDPI, vol. 13(24), pages 1-40, December.
    2. Shu-Fang Lee & Wen-Shiung Lee, 2013. "Promoting the quality of hospital service for children with developmental delays," The Service Industries Journal, Taylor & Francis Journals, vol. 33(15-16), pages 1514-1526, December.
    3. Nolberto Munier & Eloy Hontoria & Fernando Jiménez-Sáez, 2019. "Strategic Approach in Multi-Criteria Decision Making," International Series in Operations Research and Management Science, Springer, number 978-3-030-02726-1, March.
    4. Annabelle Glaize & Alejandra Duenas & Christine Di Martinelly & Isabelle Fagnot, 2019. "Healthcare decision-making applications using multicriteria decision analysis: A scoping review," Post-Print hal-02114521, HAL.
    5. Liang, Fuqi & Brunelli, Matteo & Rezaei, Jafar, 2020. "Consistency issues in the best worst method: Measurements and thresholds," Omega, Elsevier, vol. 96(C).
    6. Saad Ahmed Javed & Sifeng Liu & Amin Mahmoudi & Muhammad Nawaz, 2019. "Patients' satisfaction and public and private sectors' health care service quality in Pakistan: Application of grey decision analysis approaches," International Journal of Health Planning and Management, Wiley Blackwell, vol. 34(1), pages 168-182, January.
    7. Lee, Hanjoon & Delene, Linda M. & Bunda, Mary Anne & Kim, Chankon, 2000. "Methods of Measuring Health-Care Service Quality," Journal of Business Research, Elsevier, vol. 48(3), pages 233-246, June.
    8. Thomas L. Saaty, 1994. "How to Make a Decision: The Analytic Hierarchy Process," Interfaces, INFORMS, vol. 24(6), pages 19-43, December.
    9. Concetta Manuela La Fata & Toni Lupo & Tommaso Piazza, 2019. "Service quality benchmarking via a novel approach based on fuzzy ELECTRE III and IPA: an empirical case involving the Italian public healthcare context," Health Care Management Science, Springer, vol. 22(1), pages 106-120, March.
    10. Fartaj, Seyedamir-Reza & Kabir, Golam & Eghujovbo, Victor & Ali, Syed Mithun & Paul, Sanjoy Kumar, 2020. "Modeling transportation disruptions in the supply chain of automotive parts manufacturing company," International Journal of Production Economics, Elsevier, vol. 222(C).
    11. Athanasios Kolios & Varvara Mytilinou & Estivaliz Lozano-Minguez & Konstantinos Salonitis, 2016. "A Comparative Study of Multiple-Criteria Decision-Making Methods under Stochastic Inputs," Energies, MDPI, vol. 9(7), pages 1-21, July.
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