Measuring Team Knowledge
Top Cited Papers
- 1 March 2000
- journal article
- research article
- Published by SAGE Publications in Human Factors: The Journal of the Human Factors and Ergonomics Society
- Vol. 42 (1) , 151-173
- https://doi.org/10.1518/001872000779656561
Abstract
Multioperator tasks often require complex cognitive processing at the team level. Many team cognitive processes, such as situation assessment and coordination, are thought to rely on team knowledge. Team knowledge is multifaceted and comprises relatively generic knowledge in the form of team mental models and more specific team situation models. In this methodological review paper, we review recent efforts to measure team knowledge in the context of mapping specific methods onto features of targeted team knowledge. Team knowledge features include type, homogeneity versus heterogeneity, and rate of knowledge change. Measurement features include knowledge elicitation method, team metric, and aggregation method. When available, we highlight analytical conclusions or empirical data that support a connection between team knowledge and measurement method. In addition, we present empirical results concerning the relation between team knowledge and performance for each measurement method and identify research and methodological needs. Addressing issues surrounding the measurement of team knowledge is a prerequisite to understanding team cognition and its relation to team performance and to designing training programs or devices to facilitate team cognition.Keywords
This publication has 39 references indexed in Scilit:
- Cognitive Support: Extending Human Knowledge and Processing CapacitiesHuman–Computer Interaction, 1998
- The Impact of Cross-Training on Team Functioning: An Empirical InvestigationHuman Factors: The Journal of the Human Factors and Ergonomics Society, 1996
- Procedural Network Representations of Sequential DataHuman–Computer Interaction, 1996
- Mental Models of Groups as Social SystemsSmall Group Research, 1995
- Eliciting Knowledge from Experts: A Methodological AnalysisOrganizational Behavior and Human Decision Processes, 1995
- Team Mental Model: Construct or Metaphor?Journal of Management, 1994
- The role of mental models in team performance in complex systemsIEEE Transactions on Systems, Man, and Cybernetics, 1992
- Situation Awareness: A Critical But Ill-Defined PhenomenonThe International Journal of Aviation Psychology, 1991
- Negotiated belief structures and decision performance: An empirical investigationOrganizational Behavior and Human Decision Processes, 1988
- The robust beauty of improper linear models in decision making.American Psychologist, 1979