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May 6, 2026DataOpen Access

Quantifying the Key Performance Indicators of Success: An Exploratory Analysis of Champion Teams in Europe’s Top Football Leagues

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Authors

JGJosé GamaGDGonçalo DiasRMRodrigo Mendes

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Overview

Exploratory analysis reveals interceptions crucial for champion teams' success in European football leagues, indicating efficiency-based strategies matter.

Key Points

  • This research aimed to quantify performance indicators linked to match outcomes of champion teams in European football leagues.
  • Analyzed 182 matches from the 2023–2024 season across five major leagues.
  • Used ordinal logistic regression with robust standard errors clustered by team, considering match location and opponent quality.
  • Examined offensive indicators such as possession, shots on target and expected goals, alongside defensive indicators like interceptions and fouls.
  • Goals scored and shots on target positively correlated with match outcomes.
  • Interceptions were significant against high-quality opponents.
  • Efficiency-based indicators emerged as key factors for competitive success among elite teams.

Cite This Study

Gama et al. (2026) studied this question.

synapsesocial.com/papers/69fa8eca04f884e66b5313eehttps://doi.org/10.3390/data11050102
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