Integrating Hybrid FAHP–FRADAR Approach and the FMEA Framework for Evidence-Informed Risk Assessment in Football Player Transfers

Authors

  • Nikola Komatina Faculty of Engineering, University of Kragujevac, Serbia

DOI:

https://doi.org/10.47852/bonviewJDSIS52025293

Keywords:

football player transfers, decision-making, FAHP, FMEA, FRADAR

Abstract

This study established a methodology for assessing risk in football player transfers to help football club management make decisions. The proposed model is based on the Failure Mode and Effects Analysis (FMEA) framework, which is expanded by incorporating two Multi-Attribute Decision-Making (MADM) techniques: the Fuzzy Analytic Hierarchy Process (FAHP) was utilized to assign weights to risk factors, and the Fuzzy RAnking based on Distances And Range (FRADAR) method was used to rank potential football transfers. The proposed model is analogous to FMEA, but instead of the traditional risk factors severity, occurrence, and detection, risk factors tailored to the given problem are used: player market value (as severity), frequency of club changes or a player’s injury history (as occurrence), and adaptability to various tactics and playing styles (as detection). The primary objective of this study is to develop a sufficiently reliable model that is flexible enough to be applied in other sports and in various areas of management. The quality of available data and the assessments made by decision-makers, which rely on their experience, knowledge, and subjective judgment, play a crucial role in implementing the proposed model. The model was tested on a random sample of five football players, all central defenders, who are members of one of the five highest-ranked football leagues in Europe.

 

Received: 23 January 2025 | Revised: 2 April 2025 | Accepted: 13 June 2025 

 

Conflicts of Interest

The author declares that he has no conflicts of interest to this work.

 

Data Availability Statement

Data available on request from the corresponding author upon reasonable request.

 

Author Contribution Statement

Nikola Komatina: Conceptualization, Methodology, Validation, Formal analysis, Investigation, Data curation, Writing – original draft, Writing – review & editing, Visualization.

 

 


Downloads

Published

2025-07-03

Issue

Section

Research Articles

How to Cite

Komatina, N. (2025). Integrating Hybrid FAHP–FRADAR Approach and the FMEA Framework for Evidence-Informed Risk Assessment in Football Player Transfers. Journal of Data Science and Intelligent Systems. https://doi.org/10.47852/bonviewJDSIS52025293