A stratified ecological model of injury etiology in professional football: a context‑driven “game model” of injury risk constraints management and foresight reasoning under uncertainty

Understanding sports injury etiology, causation, and risk mitigation remains a central focus in sports medicine research.However, current models remain generic, neglecting the sport-specific characteristics and environmental specificities that shape both injury-risk and -resilience.This gap is especially critical in football, where injury risk is inherently intricate and multifactorial.To address this, we propose a novel conceptual approach built around a context-driven "Game Model", specifically tailored to the football's complexity.The core of our model is centred on the principle that a player's injury-risk is directly dependent on the dynamics and context of the team/club rather than being solely determined by a simple causality of prematurely and haphazardly musculoskeletal "intrinsic factors".Our model is structured around five superposed "Ecological Strata", which incorporate the concept of "contextual drivers" mapping the non-linear dynamics of the different constraints within the football environment that influence team and player injury-risk.Through this structure, we bring to light overlooked elements, including player interconnection, non-exposure, response versus adaptation, delayed recursive loop, non-time-loss injuries and foresight-driven clinical reasoning paired with hindsight clinical review, each capturing a dimension of risk that linear models fail to account for.Taken together, our context-driven approach reframes injury-risk recognition as dynamic, contextual, and intuitive, allowing clinicians to navigate, rather than merely react to uncertainty.In doing so, our model offers operational perspectives and windows of opportunities for injury-risk constraints management, enabling more proactive clinical reasoning and transdisciplinary collaborative decision-making, alongside targeted interventions to maintain and develop player health, robustness and performance within the football environment.