Prediction of burnout an artificial neural network approach

This Study about burnout in nurses takes a different approach than all prior empirical work on this topic given that nonlinear relationships between job stressors, personal factors and the three burnout dimensions are investigated using artificial neural networks, a type of computer simulation that...

Descripción completa

Detalles Bibliográficos
Autor principal: Ladstätter, Felix (-)
Otros Autores: Garrosa, Eva
Formato: Libro electrónico
Idioma:Inglés
Publicado: Hamburg : Diplomica Verlag 2008.
Edición:1st ed
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009798440106719
Descripción
Sumario:This Study about burnout in nurses takes a different approach than all prior empirical work on this topic given that nonlinear relationships between job stressors, personal factors and the three burnout dimensions are investigated using artificial neural networks, a type of computer simulation that is especially well suited to capturing nonlinearities in data. The burnout process is related to organizational, personal, interpersonal, social, and cultural variables and these relationships are not exclusively linear. Due to this nonlinearity, hierarchical stepwise multiple regression or othe
Notas:Cover title.
Descripción Física:1 online resource (240 p.)
Bibliografía:Includes bibliographical references.
ISBN:9783836611411