IEEE Access · 2019 · 18 citations · 26 references
BusinessDecision SciencesHealth Care ManagementDecision AnalysisHospital AdministrationMulti-criteria Decision MakingFuzzy Multi-criteria Decision MakingHealth Services EvaluationHealthcare Performance MeasurementHealthcare Service QualityHospital Performance EvaluationService QualityDelphi Technique VariantsFuzzy Assessment ModelsFuzzy Multi-criteria Decision AnalysisFuzzy NumbersHealthcare Service Performance MeasurementHospital Service PerformanceHospital Service QualityService Quality Assessment
Medical service quality is the foundation and core of the medical institution's management. However, the abstraction of service quality makes it difficult to measure by general measurement approaches. This paper proposes a new fuzzy multi-attribute decision-making model to evaluate hospital service performance based on a grey relational analysis. First, the Delphi method is used to determine criteria and establish an evaluation system. Then, the existing uncertainty and ambiguity are quantified by the interval-valued intuitionistic trapezoidal fuzzy numbers. Second, the subjective and objective information is aggregated to determine criteria weights, and then the grey relational analysis method is proposed to evaluate alternatives. Finally, a case is provided to illustrate an application of the proposed model. In addition, comparative analysis and sensitivity analysis are performed to verify the feasibility and effectiveness. The results show that the proposed model is an effective tool for evaluating medical service quality.
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
A Service Quality Model and its Marketing Implications
Christian Grönroos · European Journal of Marketing · 1984 · 6.5K citations