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The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system

PURPOSE: This study constructs a structure of interaction between dimensions and criteria within the diagnosis-related groups (DRGs) system from a quantitative system and identifies key factors affecting the overall performance of medical services. METHOD: From September to December 2020, the influe...

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Autores principales: Zou, Tong, Jin, Yanjun, Chuang, Yen-Ching, Chien, Ching-Wen, Tung, Tao-Hsin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386257/
https://www.ncbi.nlm.nih.gov/pubmed/35991048
http://dx.doi.org/10.3389/fpubh.2022.872434
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author Zou, Tong
Jin, Yanjun
Chuang, Yen-Ching
Chien, Ching-Wen
Tung, Tao-Hsin
author_facet Zou, Tong
Jin, Yanjun
Chuang, Yen-Ching
Chien, Ching-Wen
Tung, Tao-Hsin
author_sort Zou, Tong
collection PubMed
description PURPOSE: This study constructs a structure of interaction between dimensions and criteria within the diagnosis-related groups (DRGs) system from a quantitative system and identifies key factors affecting the overall performance of medical services. METHOD: From September to December 2020, the influence relation structure diagram (IRSD) of the dimensions and corresponding criteria was developed from the practical experience of a group of domain experts, based on the DEMATEL method. Subsequently, all dimensions and criteria construct influential weights from a systems perspective. Finally, the main influential factors were identified based on the analysis results. RESULTS: The IRSD results showed that, in the overall performance of medical services, “Medical service capacity (C(1))” was the main influential dimension, influencing both “Medical service efficiency (C(2))” and “Medical service safety (C(3)).” At the criteria level, “Case-mix index (CMI) (C(12)),” “Time efficiency index (C(21)),” and “Inpatient mortality of medium-to-low group (C(32))” were the main influential criteria in the corresponding dimensions. The influential weight results showed that “Medical service capacity (C(1))” was also a key dimension. “Case-mix index (CMI) (C(12)),” “Cost efficiency index (C(22)),” and “Inpatient mortality of medium-to-low group (C(32))” were the key criteria in their respective dimensions. CONCLUSION: Patients and managers should first focus on the capacity of medical service providers when making a choice or deciding using the results of the DRGs system. Furthermore, they should pay more attention to medical safety even if it is not as weighted as medical efficiency.
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spelling pubmed-93862572022-08-19 The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system Zou, Tong Jin, Yanjun Chuang, Yen-Ching Chien, Ching-Wen Tung, Tao-Hsin Front Public Health Public Health PURPOSE: This study constructs a structure of interaction between dimensions and criteria within the diagnosis-related groups (DRGs) system from a quantitative system and identifies key factors affecting the overall performance of medical services. METHOD: From September to December 2020, the influence relation structure diagram (IRSD) of the dimensions and corresponding criteria was developed from the practical experience of a group of domain experts, based on the DEMATEL method. Subsequently, all dimensions and criteria construct influential weights from a systems perspective. Finally, the main influential factors were identified based on the analysis results. RESULTS: The IRSD results showed that, in the overall performance of medical services, “Medical service capacity (C(1))” was the main influential dimension, influencing both “Medical service efficiency (C(2))” and “Medical service safety (C(3)).” At the criteria level, “Case-mix index (CMI) (C(12)),” “Time efficiency index (C(21)),” and “Inpatient mortality of medium-to-low group (C(32))” were the main influential criteria in the corresponding dimensions. The influential weight results showed that “Medical service capacity (C(1))” was also a key dimension. “Case-mix index (CMI) (C(12)),” “Cost efficiency index (C(22)),” and “Inpatient mortality of medium-to-low group (C(32))” were the key criteria in their respective dimensions. CONCLUSION: Patients and managers should first focus on the capacity of medical service providers when making a choice or deciding using the results of the DRGs system. Furthermore, they should pay more attention to medical safety even if it is not as weighted as medical efficiency. Frontiers Media S.A. 2022-08-04 /pmc/articles/PMC9386257/ /pubmed/35991048 http://dx.doi.org/10.3389/fpubh.2022.872434 Text en Copyright © 2022 Zou, Jin, Chuang, Chien and Tung. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Zou, Tong
Jin, Yanjun
Chuang, Yen-Ching
Chien, Ching-Wen
Tung, Tao-Hsin
The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system
title The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system
title_full The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system
title_fullStr The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system
title_full_unstemmed The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system
title_short The DEMATEL method explores the interdependent relationship structure and weights for diagnosis-related groups system
title_sort dematel method explores the interdependent relationship structure and weights for diagnosis-related groups system
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386257/
https://www.ncbi.nlm.nih.gov/pubmed/35991048
http://dx.doi.org/10.3389/fpubh.2022.872434
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