20th AIAI 2024, 27 - 30 June 2024, Corfu, Greece

Multi-Adaptive Neural Modelling of the Interplay of Changing Organisational Contexts, Epigenetics, and Personality Traits in the Development of Burnout

Debby Bouma, Jan Treur

Abstract:

  This research addresses the influence of a changing organisational context and the big five personality traits on the three main characterising elements of a burnout. A computational analysis is contributed based on an adaptive network modeling approach. The simulation results show how someone who is high in personality traits such as agreeableness, openness, extraversion, conscientiousness, and highly sensitive for neuroticism, is vulnerable to reach a burnout level in all dimensions whenever the organisational context is changing in a less favorable direction. It is also shown how therapy alone may not be suffi-cient as a long-term treatment.  

*** Title, author list and abstract as seen in the Camera-Ready version of the paper that was provided to Conference Committee. Small changes that may have occurred during processing by Springer may not appear in this window.