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May 2, 2026Journal Of Big Data0 citationsOpen Access

Identifying the determinants of soccer coach turnover by competing risks models: a case study on Italian League Serie A

PFPorro FrancescoRMRestaino MarialuisaRERuiz-Castro Juan Eloy

Key Points

  • This study aims to identify the factors influencing coach turnover in the Italian Serie A by analyzing multiple exit mechanisms.
  • Applied competing risks framework to assess head coach turnover from 2010 to 2019.
  • Utilized classical cause-specific Cox models, LASSO regression, and Random Survival Forests for variable selection.
  • Considered four exit types: end of contract, mutual consent, resignation, and sacking.
  • Performance-related variables are the main drivers of turnover, with short-term indicators greatly influencing dismissal risk.
  • A higher proportion of losses during a coach's tenure increases the hazard of sacking by over four times.
  • Sackings and mutual-consent terminations are more frequent during the season, while contract expirations largely occur at the season's end.

Abstract

This paper investigates the determinants of head coach turnover in the Italian Serie A over the period 2010–2019 by explicitly accounting for multiple exit mechanisms within a competing risks framework. Four mutually exclusive exit types are considered: end of contract, mutual consent, resignation, and sacking. To identify robust predictors of turnover, we combine classical cause-specific Cox models with a variable selection procedure based on forward selection, LASSO regression, and Random Survival Forests. The results show that performance-related variables are the primary drivers of coach turnover, while personal characteristics play a limited role once performance is controlled for. Short-term performance indicators, such as points per match until turnover, strongly influence the risk of dismissal. Conversely, cumulative poor performance substantially increases dismissal risk: a higher proportion of losses over a coach’s tenure raises the hazard of sacking by more than four times. Season timing also plays a crucial role, as sackings and mutual-consent terminations are significantly more likely to occur during the season, whereas contract expirations concentrate at the end of the season. Overall, the findings highlight that clubs differentiate between short-term performance shocks and longer-term performance trajectories when deciding how and when to replace a head coach. By distinguishing among exit mechanisms and adopting a conservative variable selection strategy, the study provides a robust and nuanced assessment of managerial turnover dynamics in the most important Italian professional football league.

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Cite This Study

Francesco et al. (2026) studied this question.

synapsesocial.com/papers/69f593f271405d493affecachttps://doi.org/10.1186/s40537-026-01417-5
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