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Cross-Level Effects Between Neurophysiology and Communication During Team Training.

Jamie C Gorman1, Melanie J Martin2, Terri A Dunbar3

  • 1Georgia Institute of Technology, Atlanta jamie.gorman@gatech.edu.

Human Factors
|September 23, 2015
PubMed
Summary
This summary is machine-generated.

Team training impacts both neural and communication patterns, showing interconnectedness across analysis levels. Communication changes may precede neural shifts in experienced teams, highlighting cross-level effects in teamwork.

Keywords:
communicationcoordinationcross-correlationlatent semantic analysisneurophysiologyteams

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Area of Science:

  • Neuroscience
  • Cognitive Science
  • Team Dynamics

Background:

  • Teamwork fosters unique neural, cognitive, and behavioral patterns not seen in individuals.
  • The association between these emergent team-level patterns remains largely unexplored.

Purpose of the Study:

  • To investigate cross-level effects between neurophysiology and communication during team interactions.
  • To examine how team training variations influence these cross-level effects.

Main Methods:

  • Collected team-level neurophysiology and communication data (Latent Semantic Analysis) from submarine teams during training simulations.
  • Analyzed concurrent changes in neural and communication variables across training segments (briefing, scenario, debriefing).
  • Assessed the ability of neural and communication variables to differentiate teams by experience level and examined cross-correlations.

Main Results:

  • Training segments induced concurrent changes in both neural and communication variables.
  • Neural and communication variables effectively discriminated between teams of varying experience levels.
  • Peak cross-correlations revealed that communication changes preceded neural pattern changes in more experienced teams.

Conclusions:

  • Teamwork exhibits cross-level effects, indicating that team performance is not reducible to a single analysis level.
  • Training interventions influence team dynamics across both neural and cognitive-behavioral levels.
  • Neural measurements can potentially assess team skill at the cognitive-behavioral level.