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Frontiers in Medical Science Research, 2024, 6(5); doi: 10.25236/FMSR.2024.060505.

A Novel Game Modeling of Multi-Criteria Decision-Making Based on Generalized Fuzzy Data Envelopment Analysis: An Empirical Study of Traditional Chinese Medicine Hospitals

Author(s)

Jingjie Li, Shanwei Li, Yushan Li, Chuanjuan Li

Corresponding Author:
Jingjie Li
Affiliation(s)

School of Science, Tianjin University of Commerce, Tianjin, China

Abstract

In order to scientifically evaluate the changes in game efficiency of regional traditional Chinese medicine hospitals in China, optimize the resource allocation of Traditional Chinese Medicine (TCM) hospitals, and improve their operational efficiency. This paper analyzes with game theory and a generalized fuzzy Data Envelope Analysis (DEA) model on TCM hospitals. Based on the visual analysis of the overall interval efficiency, cluster, and group according to the hospital scale, we study the efficiency changes before and after cooperation and competition among TCM hospitals. And then each hospital's optimal partner and competitor are obtained to provide a theoretical basis and reasonable suggestions for the decision-making of cooperation and competition of relevant hospitals. The results show that the cooperation and competition strategy among TCM hospitals can significantly change their operation efficiency. In the case of limited resources, TCM hospitals should choose the optimal cooperation and competition strategy according to the changes in their input-output efficiency to promote the optimal allocation of resources and improve operational efficiency.

Keywords

Generalized fuzzy DEA model, Game theory, Decision-making, Fuzzy systems, TCM hospital

Cite This Paper

Jingjie Li, Shanwei Li, Yushan Li, Chuanjuan Li. A Novel Game Modeling of Multi-Criteria Decision-Making Based on Generalized Fuzzy Data Envelopment Analysis: An Empirical Study of Traditional Chinese Medicine Hospitals. Frontiers in Medical Science Research (2024), Vol. 6, Issue 5: 26-37. https://doi.org/10.25236/FMSR.2024.060505.

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