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...

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Bibliographic Details
Main Author: Ladstätter, Felix (-)
Other Authors: Garrosa, Eva
Format: eBook
Language:Inglés
Published: Hamburg : Diplomica Verlag 2008.
Edition:1st ed
Subjects:
See on Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009798440106719
Description
Summary: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
Item Description:Cover title.
Physical Description:1 online resource (240 p.)
Bibliography:Includes bibliographical references.
ISBN:9783836611411