Mapping Decision-Making Structures in Supply Chain Contexts: A Fuzzy DEMATEL Approach

Background: Effective decision-making in supply chain contexts requires understanding how criteria interact to shape rational and transparent decision structures. This study investigates how behavioral aspects influence the structuring of decision-making logic and the interdependencies between key criteria in supply chain contexts. Methods: Using Fuzzy DEMATEL, the research models the interactions between five core criteria —classification, definition, specification, decision, and action feedback—based on inputs from experienced professionals in a global chemical company. The approach enables mapping of causal influences while accounting for subjectivity and uncertainty in expert judgments. Results: The analysis identified specification, definition, and action feedback as causal criteria, with classification and decision being primarily influenced by them. The modeling process supported clearer prioritization and revealed how expert-based interactions can reduce decision biases. Conclusions: This study demonstrates how structuring decision-making logic through causal modeling enhances clarity and reduces subjectivity. The findings contribute to the development of decision support tools applicable across strategic supply chain contexts, offering practical implications for professionals seeking to improve decision transparency and effectiveness.

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Publication Details

Journal
Logistics
Published
2025-06-16
DOI
https://doi.org/10.3390/logistics9020076
Citations
3
Primary Topic
Multi-Criteria Decision Making
Type
article
Field-Weighted Citation Impact
6.32
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article

Mapping Decision-Making Structures in Supply Chain Contexts: A Fuzzy DEMATEL Approach

José Eduardo Holler Branco, Claudemir Leif Tramarico, Aneirson Francisco da Silva
3 citations
Logistics
Multi-Criteria Decision Making
6.32
article

Mapping Decision-Making Structures in Supply Chain Contexts: A Fuzzy DEMATEL Approach

José Eduardo Holler Branco, Claudemir Leif Tramarico, Aneirson Francisco da Silva
article en
3 citations

Abstract

Background: Effective decision-making in supply chain contexts requires understanding how criteria interact to shape rational and transparent decision structures. This study investigates how behavioral aspects influence the structuring of decision-making logic and the interdependencies between key criteria in supply chain contexts. Methods: Using Fuzzy DEMATEL, the research models the interactions between five core criteria —classification, definition, specification, decision, and action feedback—based on inputs from experienced professionals in a global chemical company. The approach enables mapping of causal influences while accounting for subjectivity and uncertainty in expert judgments. Results: The analysis identified specification, definition, and action feedback as causal criteria, with classification and decision being primarily influenced by them. The modeling process supported clearer prioritization and revealed how expert-based interactions can reduce decision biases. Conclusions: This study demonstrates how structuring decision-making logic through causal modeling enhances clarity and reduces subjectivity. The findings contribute to the development of decision support tools applicable across strategic supply chain contexts, offering practical implications for professionals seeking to improve decision transparency and effectiveness.

LogisticsVol. 9(2)
Universidade de São Paulo (BR), Universidade Estadual Paulista (Unesp) (BR)
Openalex Percentile: Top 4%
Multi-Criteria Decision Making
6.32
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Mapping Decision-Making Structures in Supply Chain Contexts: A Fuzzy DEMATEL Approach — José Eduardo Holler Branco, Claudemir Leif Tramarico, et al. · Logistics (2025) | TGRS Research Map | TGRS