RT Journal Article T1 Survival analysis of football referees in Madrid, 1991-2021: a data-science approach A1 Aliende Povedano, Ignacio A1 Bacigalupe Solagaistua, Carlos A1 Escot Mangas, Lorenzo AB While football is a billionaire spectacle, the figure of the referee mainly presents an amateur career and a notorious diversity among the different national and regional federations. In this article, we analyse which variables determine the lifespan of the referee’s career in Madrid. We apply survival analysis toa dataset of 2,978 registered referees provided by the Real Federation de Fútbol de Madrid (RFFM). The results show relevant conclusions like the different career paths of men and women, the incidence of belonging to each of the three branch offices, the effect of being a ‘talent’, which are the category levels where men and women mainly drop, the relevance of starting on an earlier age and the positive effect of having been born in Madrid for men. They all constitute remarkable insights to be considered when establishing recruitment policies, training and development and support for young and active referees. PB Taylor & Francis SN 1466-0970 YR 2022 FD 2022-11-11 LK https://hdl.handle.net/20.500.14352/88872 UL https://hdl.handle.net/20.500.14352/88872 LA eng NO Iñaki Aliende, Carlos Bacigalupe & Lorenzo Escot (2022): Survival analysis of football referees in Madrid, 1991-2021: a data-science approach, Soccer & Society DS Docta Complutense RD 21 jul 2024