RT Journal Article T1 Belief-based model of career dropout under monopsonistic employment and noisy evaluation A1 Aliende Povedano, Ignacio A1 Escot Mangas, Lorenzo A1 Sandubete Galán, Julio Emilio AB This paper develops a belief-based dynamic optimisation framework to explain career continuation decisions in settings characterised by monopsonistic employment and asymmetric performance evaluation. Extending Holmström’s career concerns model, we consider agents who must decide whether to continue or exit their vocation based on subjective beliefs updated from noisy signals. Unlike the original framework, our model assumes a single institutional employer and limited feedback transparency, turning the agent’s decision into an optimal stopping problem governed by evolving belief thresholds. Analytical results demonstrate how greater signal noise, higher effort costs, and more attractive outside options raise the probability of exit. To validate the framework, we confront belief-based dropout decisions using original survey data from over 8000 football referees in Europe, showing that threats, unmet development expectations, and perceived stagnation significantly predict dropout. The results offer practical insights for institutions, such as sports federations, academic bodies, and civil services, on how to improve retention through increased transparency and better support structures. This study contributes to the literature by integrating optimal stopping theory and dynamic labor models in a novel context of constrained career environments. PB MDPI SN 2227-7390 YR 2025 FD 2025-09-04 LK https://hdl.handle.net/20.500.14352/123831 UL https://hdl.handle.net/20.500.14352/123831 LA eng NO Aliende, I., Escot, L., & Sandubete, J. E. (2025). Belief-Based Model of Career Dropout Under Monopsonistic Employment and Noisy Evaluation. Mathematics, 13(17), 2879. https://doi.org/10.3390/math13172879 DS Docta Complutense RD 19 mar 2026