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April 28, 20260 citations

Framework for Converting MCDM Methods for Model Comparison

A framework for converting MCDM methods for model comparison

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Authors

ASAnton StipečBBBiljana Mileva Boshkoska

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Overview

Randomized trial uncovers critical differences in MCDM methods for decision-making, indicating a need for tailored selection.

Key Points

  • This research aims to develop a framework for translating and comparing various MCDM methods to improve decision-making processes.
  • Introduced a novel framework for model translation comparing qualitative DEX with AHP, TOPSIS, PROMETHEE, and PAPRIKA.
  • Utilized a controlled environment with an exhaustive dataset of nearly 2 million alternatives for validation.
  • Analyzed correlations between DEX and quantitative methods to determine method alignment.
  • PROMETHEE and PAPRIKA showed near-perfect alignment, indicating strong correlation.
  • Low correlations between DEX and quantitative methods revealed risks in method selection affecting hiring outcomes.
  • No single MCDM method was identified as flawless, illustrating the necessity for contextual decision-making.

Cite This Study

Stipeč et al. (2026) studied this question.

synapsesocial.com/papers/69f04e9b727298f751e72844https://doi.org/10.1080/12460125.2026.2653695?scroll=top&needaccess=true
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