Accepted for/Published in: JMIR Formative Research
Date Submitted: Feb 10, 2025
Date Accepted: Oct 29, 2025
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Determinants of failure in the access test for specialized medical training
ABSTRACT
To approximate the factors that determine failure in the access test for specialized medical training in Spain with the aim of better understanding the extent to which differences based on sex, nationality and the context of the COVID-19 pandemic contribute to explaining such failure. Econometric modelling of the final results obtained on the exam and identifying the explanatory factors that determine the results and their relevance, effect and meaning. Based on the results obtained in the tests of the 2019-2021 calls, it is verified that the exam and academic records, together with demographic and calendar factors, constitute determinants of the observed behaviour of the final results. From the results obtained, it does not appear that being a man or woman either favours or diminishes the final grade obtained. In contrast, being Spanish constitutes a relevant explanatory factor in the final result. The calendar effect directly linked to the COVID-19 pandemic allows us to quantify the negative impact exerted on the final results. (1) This study investigates the impact of factors such as sex, nationality and the COVID-19 pandemic on access to specialized health training in Spain. (2) Empirically, not being Spanish acts as an unfavourable differential fixed factor, but favourable when said condition interacts with the variable that approximates the academic record. (3) The impact of language is not perceived as a limiting factor. The test exclusively evaluates knowledge of medical content. (4) The negative effects of the COVID-19 pandemic are visualized in the final scores.
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