Psychological Distress, Family Support and Employment Status in First-Year University Students in Spain.

Mental disorders are consistently and closely related to psychological distress. At the start of the university period, the relationship between a student's psychological distress, family support, and employment status is not well-known. The aims of this study were: To determine the prevalence of psychological distress in first-year university students and to analyze its relationship with family support and the student's employment status. Data from 4166 first-year university students from nine universities across Spain were considered. The prevalence of psychological distress was obtained using the GHQ-12, a valid and reliable screening tool to detect poor mental health. To analyze the relationship between psychological distress, family support, and employment status, logistic regression models were fitted. Regarding the prevalence found, 46.9% of men and 54.2% of women had psychological distress. In both genders, psychological distress levels increased as family support decreased. Among women, psychological distress was associated with their employment status. The prevalence of psychological distress among first-year university students in Spain is high. In addition, family support, and employment status for women, could be factors to take into account when developing psychological distress prevention strategies at the beginning of the university period.

Drug use, family support and related factors in university students. A cross-sectional study based on the uniHcos Project data / Consumo de drogas ilegales, apoyo familiar y factores relacionados en estudiantes universitarios. Un estudio transversal basado en datos del Proyecto uniHcos

Objective: To assess the prevalence of illegal drug use in college students on any previous occasion, during the previous year and the previous month, and to analyze the relationship between illegal drug use and family support and other factors. Methods: A cross-sectional study using data from students participating in the uniHcos project (n = 3767) was conducted. The prevalence and age of onset of consumption of cannabis, non-prescription sedatives, stimulants and depressants was evaluated. Polyconsumption was also assessed. The independent variables were: family support, age, residence, and employment status. To determine the factors related to drug use multivariate logistic regression models stratified by gender were fitted. Results: Differences between men and women in prevalence of illegal drug use except non-prescription sedatives were observed. In both genders, less family support was associated with higher consumption of all drugs, except depressants, and with polyconsumption. To be studying and looking for work was related to cannabis and stimulant use and to polyconsumption among women, but only to cannabis use among men. Conclusions: These results support the notion that the start of university studies is a particularly relevant stage in the onset of illegal drug use and its prevention, and that consumption may be especially associated with family support

Objetivo: Evaluar la prevalencia del consumo de drogas ilegales en estudiantes universitarios y analizar la relación entre dicho consumo, el apoyo familiar y otros factores. Método: Se realizó un diseño transversal basado en datos de participantes en el proyecto uniHcos (n = 3767). Se evaluaron la prevalencia y la edad de inicio del consumo de cannabis, tranquilizantes sin receta, estimulantes y depresores, y el policonsumo. Como variables independientes se consideraron el apoyo familiar, la edad, la residencia y la situación laboral. Para la determinación de los factores asociados al consumo de drogas se ajustaron modelos de regresión logística estratificados por sexo. Resultados: Se observaron diferencias entre hombres y mujeres en la prevalencia del consumo de todas las drogas ilegales, excepto tranquilizantes sin receta. En ambos sexos, cuanto peor apoyo familiar, mayor consumo de todas las drogas, excepto depresores y policonsumo. Encontrarse estudiando y buscando trabajo se relacionó con el consumo de cannabis, estimulantes y policonsumo en las mujeres, y solo con cannabis en los hombres. Conclusiones: Los resultados de este estudio aportan nueva evidencia a favor de que el inicio de la etapa universitaria es un momento de especial relevancia en el inicio del consumo de drogas ilegales y su prevención, pudiendo este consumo estar especialmente relacionado con el apoyo familiar

Drug use, family support and related factors in university students. A cross-sectional study based on the uniHcos Project data.

OBJECTIVE: To assess the prevalence of illegal drug use in college students on any previous occasion, during the previous year and the previous month, and to analyze the relationship between illegal drug use and family support and other factors. METHODS: A cross-sectional study using data from students participating in the uniHcos project (n = 3767) was conducted. The prevalence and age of onset of consumption of cannabis, non-prescription sedatives, stimulants and depressants was evaluated. Polyconsumption was also assessed. The independent variables were: family support, age, residence, and employment status. To determine the factors related to drug use multivariate logistic regression models stratified by gender were fitted. RESULTS: Differences between men and women in prevalence of illegal drug use except non-prescription sedatives were observed. In both genders, less family support was associated with higher consumption of all drugs, except depressants, and with polyconsumption. To be studying and looking for work was related to cannabis and stimulant use and to polyconsumption among women, but only to cannabis use among men. CONCLUSIONS: These results support the notion that the start of university studies is a particularly relevant stage in the onset of illegal drug use and its prevention, and that consumption may be especially associated with family support.

Perfiles de pacientes diabéticos que sufren reacciones adversas a medicamentos. Identificación y caracterización a través de minería de datos / Profiles of diabetic patients who suffer adverse drug reactions. Identification and characterization through data mining

El análisis estadístico tradicional de las notificaciones de reacciones adversas a medicamentos en pacientes diabéticos ha sido complejo y escaso. Las técnicas de minería de datos -modelo de red de enlaces, modelo de redes de Kohonen- permiten identificar perfiles de pacientes diabéticos tratados con fármacos que sufren reacciones adversas. Son perfiles característicos los trastornos del metabolismo graves no mortales por insulina glargina en mujeres en Cataluña; y los trastornos gastrointestinales no graves por metformina en mujeres de 65-74 años en Aragón. Los pacientes en tratamiento con tres o más agentes orales presentan mayor riesgo de sufrir una reacción adversa

The traditional statistical analysis of notifications of adverse drug reactions in diabetic patients was complex and sparse. The data mining techniques -web graph and Kohonen networks model- allow us to identify drug-treated diabetic patients who suffer adverse reactions. Nonfatal severe metabolic disorders due to insulin glargine in women in Catalonia, and non-serious gastrointestinal metformin disorders in women between 65 and 74 years in Aragon are two characteristics profiles. Patients treated with three or more oral agents are at increased risk of suffering an adverse reaction