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Updated: Oct 15, 2025

Brain Imaging Investigation of the Neural Correlates of Emotion Regulation
Published on: August 26, 2011
Emotion network density in burnout
Tobias R Spiller1, Sonja Weilenmann2, Krithika Prakash3
1Department of Consultation-Liaison Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, 8091, Zurich, Switzerland. tobias.r.spiller@gmail.com.
The density of negative emotions is linked to burnout severity in healthcare workers. Understanding emotional dynamics is key to addressing occupational distress and improving well-being.
Area of Science:
- Psychology
- Occupational Health
- Network Analysis
Background:
- Healthcare workers experience burnout, impacting well-being and professional performance.
- Emotional exhaustion is a core burnout component, but emotion dynamics in burnout are understudied.
- This study investigates the link between negative emotion network density and burnout severity.
Purpose of the Study:
- To examine the correlation between negative emotion network density and burnout severity in healthcare professionals.
- To explore the role of emotional rigidity, indicated by network density, in the experience of burnout.
Main Methods:
- Ecological momentary assessment (EMA) captured negative emotion intensity five times daily for 17 days in 43 healthcare workers and students.
- Burnout symptoms were measured using the Maslach Burnout Inventory.
- Multilevel vector autoregressive models calculated subject-specific network densities; correlation with burnout was assessed.
Main Results:
- A medium-sized correlation (r=.32, p=.014) was found between negative emotion network density and burnout severity.
- This indicates that greater emotional rigidity is associated with higher burnout levels.
Conclusions:
- The temporal interplay of negative emotions is significantly associated with burnout in healthcare workers.
- Findings underscore the importance of emotional dynamics and exhaustion in occupational distress.
- Conceptualizing emotion dynamics as a network is useful for understanding psychological functioning.
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