Multicriteria Risk Evaluation Model: Utilizing Fuzzy Logic for Improved Transparency and Quality of Risk Evaluation in Healthcare

The evaluation model demonstrates increased transparency of the decision-making process and facilitates in-depth analysis of the evaluation results. The utilization of degrees of membership revealed distinct strategies for handling uncertainty among participants, highlighting the weaknesses of using single value evaluation approach for the presented and similar decision problems. The presented approach is not limited to healthcare-related risk evaluation, but has the capacity to improve risk evaluation practices in diverse settings.

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Publication Details

Journal
Risk Management and Healthcare Policy
Published
2025-02-01
DOI
https://doi.org/10.2147/rmhp.s490598
Citations
3
Primary Topic
Quality and Safety in Healthcare
Type
article
Field-Weighted Citation Impact
10.59

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article

Multicriteria Risk Evaluation Model: Utilizing Fuzzy Logic for Improved Transparency and Quality of Risk Evaluation in Healthcare

Marija Milavec Kapun, Uroš Rajkovič, Rok Drnovšek, Simona Šteblaj
3 citations
Risk Management and Healthcare Policy
Quality and Safety in Healthcare
10.59
article

Multicriteria Risk Evaluation Model: Utilizing Fuzzy Logic for Improved Transparency and Quality of Risk Evaluation in Healthcare

Marija Milavec Kapun, Uroš Rajkovič, Rok Drnovšek, Simona Šteblaj
article en
3 citations

Abstract

The evaluation model demonstrates increased transparency of the decision-making process and facilitates in-depth analysis of the evaluation results. The utilization of degrees of membership revealed distinct strategies for handling uncertainty among participants, highlighting the weaknesses of using single value evaluation approach for the presented and similar decision problems. The presented approach is not limited to healthcare-related risk evaluation, but has the capacity to improve risk evaluation practices in diverse settings.

Risk Management and Healthcare PolicyVol. Volume 18
University of Ljubljana (SI), Ljubljana University Medical Centre (SI), University of Maribor (SI)
Javna Agencija za Raziskovalno Dejavnost RS
Openalex Percentile: Top 2%
Quality and Safety in Healthcare
10.59
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