A databases was utilized with 5340 epidemiological documents, corresponding to psychosocial evaluations of academics from community colleges from the metropolitan region of a Colombian city. The most effective predictive performance was attained Using the design of artificial neural networks with the accuracy 93%.Classification technique for the pr