ArticleScientific reports2023
Associations among the workplace violence, burnout, depressive symptoms, suicidality, and turnover intention in training physicians: a network analysis of nationwide survey.
Article in Scientific reports, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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Who cites it
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Burnout before and during COVID: A systematic review and meta-analysis of 48 698 trainees.Medical education · 2025Pooled it
- Shared white matter connectome-based correlates of self-reproach, response failure, spatial planning, and resilience in patients with subthreshold depression: a graph theory approach.Scientific reports · 2026Article
- A nationwide cross-sectional survey on factors affecting turnover intention among hospital pharmacists.Human resources for health · 2026Article
- Workplace Violence, Burnout, and the Mediating Role of Interprofessional Collaboration Among Nurses in Acute Care: A Scoping Review.Journal of multidisciplinary healthcare · 2026Review
- The relationship between role clarity and compulsory citizenship behavior among junior nurses: evidence from network analysis and simulation-based network modeling.Frontiers in public health · 2026Article
- Risk Assessment of Workplace Violence Against Nurses: How Data Collection Methods Influence Results-A Swedish and Italian Cross-Sectional Study.Nursing reports (Pavia, Italy) · 2025Article
- Impact of a Medical-Government Conflict on Healthcare Workers' Mental Health in a Single Tertiary Hospital.Journal of clinical medicine · 2025Article
- Childhood experience profiles and their impact on depression-burnout networks among nurses: a latent class and network analysis.BMC nursing · 2025Article
- The Relationship Between Depression, Burnout, and Suicide Among Healthcare Professionals: A Scoping Review.Worldviews on evidence-based nursing · 2025Article
- Burnout syndrome and psychological workplace violence among Peruvian physicians: a cross-sectional study.BMC health services research · 2025Article
- Revealing the confluences of workplace bullying, suicidality, and their association with depression.Scientific reports · 2025Article
- Interrelationships of Anxiety, Burnout, Depression, and Insomnia Among Chinese Healthcare Workers Exposed to Workplace Violence: A Network Analysis.Depression and anxiety · 2025Article
- Interrelationships of stress, burnout, anxiety, depression, quality of life and suicidality among Chinese residents under Standardized Residency Training: a network analysis.Annals of medicine · 2024Article
- Tracking Workplace Violence over 20 Years.International journal of environmental research and public health · 2024Article
- The interplay among burnout, and symptoms of depression, anxiety, and stress in Chinese clinical therapists.Scientific reports · 2024Article
- Examining Anxiety and Insomnia in Internship Students and Their Association with Internet Gaming Disorder.Journal of clinical medicine · 2024Article
- Suicidal ideation and their relationship with job satisfaction and job strain among Jordanian hospitals' healthcare professionals: a cross-sectional study.Frontiers in public health · 2024Article
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3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
Depression and anxiety are the most common mental disorders among physicians, who have a greater risk of suicide than those in other professional occupations. Relationships among a demanding workload, workplace violence, burnout, and intention to turnover have also been reported. The current study examined the principal components and propagating patterns of mental health and working environment interactions in training physicians. A total of 1981 training physicians completed online self-report questionnaires during September-October (midpoint of the training year) 2020. Regularized partial correlations in a mixed graphical model (MGM) and joint probability distributions (directed acyclic graph; DAG) were estimated for four subtypes of workplace violence (verbal abuse/physical violence perpetrated by clients/hospital staff), three burnout subdomains (Maslach Burnout Inventory), thoughts about quitting, and nine depressive symptoms, including suicidality, comprising the DSM-5 diagnostic criteria for major depressive disorder (assessed using the Patient Health Questionnaire-9). Thoughts of death/self-harm showed directional dependencies on the joint probability distributions of psychomotor agitation/retardation, concentration difficulty, self-reproach, and sadness in the DAG. In the MGM, a partial correlation with psychomotor agitation/retardation (r = 0.196) accounted for 56.5% of the variance in thoughts of death/self-harm. Partial correlations with concentration difficulties (r = 0.294), self-reproach (r = 0.257), changes in appetite (r = 0.184), and worker-on-worker physical violence (r = 0.240) in the MGM accounted for 54.4% of the variance in psychomotor agitation/retardation. Thoughts about quitting were partially correlated with and dependent upon the joint probability distributions of emotional exhaustion (r = 0.222), fatigue (r = 0.142), anhedonia (r = 0.178), and sadness (r = 0.237). In contrast, worker-on-worker (r = 0.417) and client-on-physician (r = 0.167) verbal abuse had regularized partial correlations with directional dependencies on thoughts about quitting. Organization-level interventions aiming to reduce the worker-on-worker violence and individual-level approaches of clinical screening program and psychiatric counseling clinic are required. Follow-up studies to verify the effectiveness of these interventions for training physicians are needed.
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