Integrating Injury Early Signals into Daily Workflows

A risk score that nobody acts on changes nothing. This paper covers the part that decides whether the system is worth having: what a club actually does each morning, who decides, and how anyone can tell whether it is working.

The daily loop

Five steps, designed to take 15 to 20 minutes: triage the players flagged at the top of the distribution, cross-check them against the context only the club holds, decide an action, log the decision and its outcome, and review weekly.

The weekly review is the step most easily dropped and the one that matters most. It is what stops alert volume drifting until staff stop reading it, and it is where thresholds and the action playbook get adjusted to the squad in front of you rather than to an average one.

Three rules

Actions are tiered rather than binary. At the lower tiers, monitoring and small adjustments. In the middle, reduced intensity or modified load. At the top, a flag for review of session and matchday availability.

The default is the lowest-regret action first, escalating only when the club’s own data corroborates the signal. That is the discipline that keeps a false positive cheap.

Every decision is logged with its rationale in a phrase, and its outcome. Not for the paperwork, but because the weekly review has nothing to calibrate against without it.

Who decides

The club does. The model informs the order in which players are reviewed; it does not carry clinical authority and is not designed to. Governance is unchanged: a daily owner prepares the list, the existing morning meeting takes the decisions.

Knowing whether it works

One measure, agreed before starting: average player-week availability, defined using the club’s own existing reporting standards. Compare matched periods against last season rather than raw totals.

Alongside it, three weekly readings that tell you whether the process itself is healthy: how many alerts were raised, how many were acted on, and what was missed.

No integration is required to begin. Integrate later, if it is worth it.