ABSTRACT Referee retention is a significant concern in football, affecting the sport’s continuity. While research has highlighted the pressures referees face, few studies have examined the biographical, motivational, and organizational factors influencing their career duration. This article explores the determinants of referee retention through a two-step, data-driven analysis of a unique dataset covering football referees in Madrid over three decades.