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Psicothema was founded in Asturias (northern Spain) in 1989, and is published jointly by the Psychology Faculty of the University of Oviedo and the Psychological Association of the Principality of Asturias (Colegio Oficial de Psicólogos del Principado de Asturias).
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Psychometric prediction of penitentiary recidivism

Pedro Manuel Medina García1 and Rosa María Baños Rivera2

1 Centro Penitenciario de Tarragona and
2 Universidad de Valencia

Background: Attempts to predict prison recidivism based on the personality have not been very successful. This study aims to provide data on recidivism prediction based on the scores on a personality questionnaire. For this purpose, a predictive model combining the actuarial procedure with a posteriori probability was developed, consisting of the probabilistic calculation of the effective verification of the event once it has already occurred. Method: Cuestionario de Personalidad Situacional (CPS; Fernández, Seisdedos, & Mielgo, 1998) was applied to 978 male inmates classified as recidivists or non-recidivists. Results: High predictive power was achieved, with the area under the curve (AUC) of 0.85 (p <.001; Se = 0.012; 95% CI [0.826, 0.873]. The answers to the CPS items made it possible to properly discriminate 77.3% of the participants. Conclusions: These data indicate the important role of the personality as a key factor in understanding delinquency and predicting recidivism.

Predicción psicométrica de la reincidencia penitenciaria. Antecedentes: los intentos para predecir la reincidencia penitenciaria basándose en la personalidad no han tenido mucho éxito. Este trabajo tiene como objetivo ofrecer datos sobre la predicción de la reincidencia a partir de las puntuaciones en un cuestionario de personalidad. Método: se aplicó el Cuestionario de Personalidad Situacional (CPS; Fernández, Seisdedos y Mielgo, 1998) a 978 reclusos varones clasificados como reincidentes o no reincidentes y se elaboró un modelo predictivo combinando el procedimiento actuarial con el concepto de probabilidad a posteriori, consistente en realizar cálculo probabilístico a partir de la constatación efectiva del suceso una vez ya se ha producido. Resultados: se logró un elevado poder predictivo, siendo el área bajo la curva (AUC) de 0.85 (p<0.001; Se = 0.012; 95% IC [0.826, 0.873]. Las respuestas a los ítems del CPS permitieron discriminar adecuadamente al 77,3% de los participantes. Conclusiones: estos datos indican el papel importante de la personalidad como factor clave para entender la delincuencia y predecir la reincidencia.

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