Identifying the most important workplace factors in predicting nurse mental health using machine learning techniques

被引:0
作者
Farinaz Havaei
Xuejun Ryan Ji
Maura MacPhee
Heather Straight
机构
[1] University of British Columbia (UBC),UBC Department of Educational and Counselling Psychology
[2] School of Nursing,undefined
[3] and Special Education,undefined
[4] British Columbia Nurses Union,undefined
来源
BMC Nursing | / 20卷
关键词
Mental health; Work environment factors; Nursing; National standard of psychological health and safety; Machine learning;
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[11]  
Hoff T(2021)Nurses' workplace conditions impacting their mental health during COVID-19: A cross-sectional survey study Healthcare 9 84-1134
[12]  
Carabetta S(2013)Changes in hospital nurse work environments and nurse job outcomes: an analysis of panel data Int J Nurs Stud 50 195-492
[13]  
Collinson GE(2013)The relationship between nurse practice environment, nurse work characteristics, burnout and job outcome and quality of nursing care: a cross-sectional survey Int J Nurs Stud 50 1667-462
[14]  
Lake ET(2014)Nursing unit teams matter: impact of unit-level nurse practice environment, nurse work characteristics, and burnout on nurse reported job outcomes, and quality of care, and patient adverse events—a cross-sectional survey Int J Nurs Stud 51 1123-962
[15]  
Sanders J(2016)Working conditions and mental health of nursing staff in nursing homes Issues Ment Health Nurs 37 485-871
[16]  
Duan R(2010)The relationship between structural empowerment and psychological empowerment for nurses: a systematic review J Nurs Manag 18 448-188
[17]  
Riman KA(2020)Structural empowerment is a strong predictor of organizational commitment in nurses: A systematic review and meta‐analysis J Adv Nurs 76 939-534
[18]  
Schoenauer KM(2014)Workplace empowerment and nurses' job satisfaction: a systematic literature review J Nurs Manag 22 855-272
[19]  
Chen Y(2002)Development of the practice environment scale of the nursing work index Res Nurs Health 25 176-75
[20]  
Boamah SA(2015)Testing the nursing Worklife model in Canada and Australia: a multi-group comparison study Int J Nurs Stud 52 525-12