Using Natural Language Processing to find Indication for Burnout with Text Classification: From Online Data to Real-World Data

Autor: Kurpicz-Briki, Mascha, Merhbene, Ghofrane, Puttick, Alexandre, Souissi, Souhir Ben, Bieri, Jannic, Müller, Thomas Jörg, Golz, Christoph

Burnout, classified as a syndrome in the ICD-11, arises from chronic workplace stress that has not been effectively managed. It is characterized by exhaustion, cynicism, and reduced professional efficacy, and estimates of its prevalence vary signific

Externí odkaz: http://arxiv.org/abs/2409.14357

Natural Language Processing for Work-Related Stress Detection Among Health Professionals: Protocol for a Scoping Review.

Autor: Bieri JS; Department of Health Professions, Bern University of Applied Sciences, Bern, Switzerland., Ikae C; School of Engineering and Computer Science, Bern University of Applied Sciences, Bern, Switzerland., Souissi SB; School of Engineering and Computer Science, Bern University of Applied Sciences, Bern, Switzerland., Müller TJ; Private Clinic Meiringen, Bern, Switzerland.; Translational Research Center, University Hospital of Psychiatry and Psychotherapy, University of Bern, Bern, Switzerland., Schlunegger MC; Department of Health Professions, Bern University of Applied Sciences, Bern, Switzerland., Golz C; Department of Health Professions, Bern University of Applied Sciences, Bern, Switzerland.

Publikováno v: JMIR research protocols [JMIR Res Protoc] 2024 May 15; Vol. 13, pp. e56267. Date of Electronic Publication: 2024 May 15.