Main factors cointribuiting to nursing students' low academic performance

Nursing students’ low academic performance hasbeen the subject of various studies and has become achallenge for schools. Several possible reasons for thislow performance are put forward in the literature. This study applies an algorithm based on the decision tree theory, which reveals the main facto...

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Detalles Bibliográficos
Autores: Alonso Trujillo, Javier, Rosete Villegas, Cristian Uriel, Alonso Ricardez, Abraham
Tipo de recurso: artículo
Estado:Versión publicada
Fecha de publicación:2018
País:México
Institución:UNIVERSIDAD NACIONAL AUTÓNOMA DE MÉXICO
Repositorio:Cuidarte ?El arte del cuidado?
Idioma:español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/69147
Acceso en línea:https://revistas.unam.mx/index.php/cuidarte/article/view/69147
Access Level:acceso abierto
Palabra clave:Academic performance
education
nursing.
Rendimiento académico
Educación
Enfermería
Descripción
Sumario:Nursing students’ low academic performance hasbeen the subject of various studies and has become achallenge for schools. Several possible reasons for thislow performance are put forward in the literature. This study applies an algorithm based on the decision tree theory, which reveals the main factors contributing to low academic performance, the model’s efficiency, and the prediction error. Methodology: Observational, prospective, analytical, and predictive cross-study. The study’s design includes the observation of the following predictive variables: formal work activity, unfavorable socioeconomic level, lack of physical activity, commute greater than 1 hour, unfavorable family context, free time greater than 28 hours per week, high level of stress, signs of anxiety, and signs of depression. The variable to predict is low academic performance. Results: The main factors predicting low academic performance are, in order of importance, formal work activity, unfavorable socioeconomic level, and high level of stress. Conclusions: Formal work activity, unfavorable socioeconomic conditions, and emotional problems lead to low academic performance in nursing students.