Modelo predictivo exploratorio aplicado al consumo de sustancias psicoactivas en víctimas de conflicto armado: estudio de caso

Palabras-clave: modelo predictivo; sustancias psicoactivas; conflicto armado, víctimas Abstract: This article presents the development of an exploratory predictive model of psychoactive substance use in victims of armed conflict in the municipalities of Medellín and Envigado. The case records are ob...

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Bibliographic Details
Published in:RISTI : Revista Ibérica de Sistemas e Tecnologias de Informação 2021-07 (E43), p.407-417
Main Authors: Arango, David Alberto García, Villa, Cesar Felipe Henao, Perea, Betsy Mary Estrada, Pérez, Erica Alexandra Correa
Format: Article
Language:Spanish
Subjects:
Alcohol
Marijuana
Municipalities
Prediction models
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Summary:Palabras-clave: modelo predictivo; sustancias psicoactivas; conflicto armado, víctimas Abstract: This article presents the development of an exploratory predictive model of psychoactive substance use in victims of armed conflict in the municipalities of Medellín and Envigado. The case records are obtained in the System based on centers and services for the consumer of psychoactive substances (SuiCad), which is a monitoring system attached to the Single System of Indicators (SUISPA) within the framework of the strategic objectives proposed by the Colombian Drug Observatory in coordination with the Ministry of Health and Social Protection. Through the analysis of 108 records, indices are generated with a respective tree diagram that describes the consumption dynamics of different vulnerable population groups for the year 2014. The results obtained here allow to serve as input for the consolidation of a larger database than consider a larger number of variables to obtain more robust models.
ISSN:1646-9895