Cognitive-Based Metrics to Evaluate Collaboration Effectiveness in Military Teams

A research effort developed and tested cognitive-oriented metrics for evaluating collaboration effectiveness in culturally diverse military teams. The work involved a three-year project, resulting in eight classes of metrics derived from five collaboration models. The paper includes results from two metrics evaluations demonstrating their practicality in military experiments.

Use Cases

• Evaluating the impact of team member selection on collaboration effectiveness based on cognitive metrics.
• Assessing the influence of organizational structure on team performance using model-based metrics.
• Measuring the effectiveness of collaboration tools in military operations based on cognitive-behavioral models.
• Analyzing the interplay between individual cognition and team outcomes using the individual-team interplay model.

Strengths

• Metrics are grounded in five established collaboration models, including teamwork/taskwork and transactive memory.
• The research includes results from two practical evaluations in military experimental settings.
• Development followed a three-year research effort and the recommendations of the Code of Best Practice.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

David W. Noble via paperswithcode

Collection Method

Research effort involving model-based metric development and experimental evaluation.