Burnout protective patterns among oncology nurses: a cross-sectional study using machine learning analysis

Burnout protective patterns among oncology nurses: a cross-sectional study using machine learning analysis

Abstract Background Oncology nurses face unique and intense demands due to the nature of their work, caring for patients with life-threatening illnesses. The emergence of professional burnout among these nurses is influenced by several factors, highlighting the importance of identifying protective a...

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Bibliographic Details
Main Authors: Ana Rocha, Cristina Costeira, Raul Barbosa, Florbela Gonçalves, Miguel Castelo-Branco, Joaquim Viana, Margarida Gaudêncio, Filipa Ventura
Format: Article
Language:English
Published: BMC 2025-07-01
Series:BMC Nursing
Subjects:
Burnout
Oncology nursing
Protective factors
Work environment
Machine learning
Occupational health
Online Access:https://doi.org/10.1186/s12912-025-03277-5
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https://doi.org/10.1186/s12912-025-03277-5

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