Screening for Psychological Distress in Healthcare Workers Using Machine Learning: A Proof of Concept-Reference-Cited by-同舟云学术

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Screening for Psychological Distress in Healthcare Workers Using Machine Learning: A Proof of Concept

Published:2023-11-16 Issue:1 Volume:47 Page:
ISSN:1573-689X
Container-title:Journal of Medical Systems
language:en
Short-container-title:J Med Syst

Author:

Geoffrion Steve,Morse Catherine,Dufour Marie-Michèle,Bergeron Nicolas,Guay Stéphane,Lanovaz Marc J.

Funder

Fonds de Recherche du Québec - Institut de Recherche Robert Sauvé en Santé et Sécurité au Travail

Fonds de Recherche du Québec—Ministère de l’Économie et Innovation

Publisher

Springer Science and Business Media LLC

Subject

Health Information Management,Health Informatics,Information Systems,Medicine (miscellaneous)

Link

https://link.springer.com/content/pdf/10.1007/s10916-023-02011-5.pdf

Reference46 articles.

1. S. Johnson, C. Cooper, S. Cartwright, I. Donald, P. Taylor, and C. Millet, “The experience of work‐related stress across occupations,” J. Manag. Psychol., vol. 20, no. 2, pp. 178–187, Jan. 2005, https://doi.org/10.1108/02683940510579803.

2. K. Santarone, M. McKenney, and A. Elkbuli, “Preserving mental health and resilience in frontline healthcare workers during COVID-19,” Am. J. Emerg. Med., vol. 38, no. 7, pp. 1530–1531, Jul. 2020, https://doi.org/10.1016/j.ajem.2020.04.030.

3. P. Trivellas, P. Reklitis, and C. Platis, “The Effect of Job Related Stress on Employees’ Satisfaction: A Survey in Health Care,” Proc. 2nd Int. Conf. Integr. Inf. IC-ININFO 2012 Bp. Hung. August 30 – Sept. 3 2012, vol. 73, pp. 718–726, Feb. 2013, https://doi.org/10.1016/j.sbspro.2013.02.110.

4. Ε. Moustaka and T. C. Constantinidis, “Sources and effects of Work-related stress in nursing,” Health Sci. J., vol. 4, no. 4, p. 7, 2010.

5. J. Lai et al., “Factors Associated With Mental Health Outcomes Among Health Care Workers Exposed to Coronavirus Disease 2019,” JAMA Netw. Open, vol. 3, no. 3, pp. e203976–e203976, Mar. 2020, https://doi.org/10.1001/jamanetworkopen.2020.3976.

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