Coordination Restructuring in Team Training: Navigating Through Order and Disorder

Teams operating in high-risk environments, such emergency management, require constant coordination adaptations to manage dynamic task demands. However, training for such adaptations remains understudied. This study used sliding window entropy to analyse emergency medical teams’ coordination before and after training, distinguishing two restructuring phases: equilibrium (ordered coordination) and ataxia (disordered coordination). High-performing teams transitioned between phases more frequently and spent more time in equilibrium. During ataxia, they combined standardised behaviours with proactive speaking-up and monitoring. Low-performing teams showed less initiative. These findings underscore the need for both restructuring and orderly coordination, offering valuable insights for improving adaptive training approaches.

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Publication Details

Journal
Small Group Research
Published
2026-01-22
DOI
https://doi.org/10.1177/10464964251405195
Primary Topic
Clinical Reasoning and Diagnostic Skills
Type
article
Field-Weighted Citation Impact
0.00
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article

Coordination Restructuring in Team Training: Navigating Through Order and Disorder

Lida Z. David, Maaike Endedijk, Marcella A. M. G. M. Hoogeboom
Small Group Research
Clinical Reasoning and Diagnostic Skills
article

Coordination Restructuring in Team Training: Navigating Through Order and Disorder

Lida Z. David, Maaike Endedijk, Marcella A. M. G. M. Hoogeboom
article en

Abstract

Teams operating in high-risk environments, such emergency management, require constant coordination adaptations to manage dynamic task demands. However, training for such adaptations remains understudied. This study used sliding window entropy to analyse emergency medical teams’ coordination before and after training, distinguishing two restructuring phases: equilibrium (ordered coordination) and ataxia (disordered coordination). High-performing teams transitioned between phases more frequently and spent more time in equilibrium. During ataxia, they combined standardised behaviours with proactive speaking-up and monitoring. Low-performing teams showed less initiative. These findings underscore the need for both restructuring and orderly coordination, offering valuable insights for improving adaptive training approaches.

Small Group Research
Netherlands Organisation for Applied Scientific Research (NL), University of Twente (NL)
Openalex Percentile: Top 81%
Clinical Reasoning and Diagnostic Skills
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Coordination Restructuring in Team Training: Navigating Through Order and Disorder — Lida Z. David, Maaike Endedijk, et al. · Small Group Research (2026) | TGRS Research Map | TGRS