Publication | Closed Access
Predicting real-time adaptive performance in a dynamic decision-making context
31
Citations
85
References
2014
Year
Cognitive OpennessEngineeringIndividual DifferencesDynamic EnvironmentCognitionHuman Performance ModelingIntelligent SystemsAbstract IndividualsReal-time Adaptive PerformanceAdaptive SystemsHuman Performance MeasuringManagementSystems EngineeringAutonomous Decision-makingDecision TheoryGame DesignCognitive ScienceTask PerformancePredictive AnalyticsUser ExperienceStrategyComputer ScienceGamesCognitive AgilityReal-time Decision-makingCognitive System EngineeringReal-time SystemsDecision Science
Abstract Individuals in organizations must frequently enact a series of ongoing decisions in real-time dynamic contexts. Despite the increasing need for individuals to manage dynamic decision-making demands, we still understand little about individual differences impacting performance in these environments. This paper proposes a new construct applicable to adaptation in such real-time dynamic environments. Cognitive agility is a formative construct measuring the individual capacity to exhibit cognitive flexibility, cognitive openness and focused attention. This study predicts that cognitive agility will impact adaptive performance in a real-time dynamic decision-making microworld computer game called the Networked Fire Chief; a simulation developed to study and train Australian fire fighters. Cognitive agility, operationalized through three distinct methods (performance measures, self-reports and external-rater reports), explained unique variance beyond measures of general intelligence on the total score of adaptive performance in the microworld.
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