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Research:Question-06-Team-Composition-Diversity-Effects
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=== Psychological Safety as Moderating Factor === The research reveals '''psychological safety as the critical moderating variable''' that determines whether diversity benefits are realized: '''High Psychological Safety Teams:''' * Diversity benefits fully realized with 21-27% performance improvement * Open communication enables effective diversity utilization * Rapid AI tool experimentation and collective learning * Error tolerance facilitates optimal human-AI collaboration development '''Low Psychological Safety Teams:''' * Diversity becomes '''performance liability''' with 8-12% reduced effectiveness * Communication barriers prevent diversity advantage realization * AI tool adoption slowed by fear of experimentation and failure * Individual rather than collective optimization patterns emerge '''Psychological Safety + Diversity Interaction:''' * Combined factors explain '''40.7% of team effectiveness variance''' * Each requires the other for optimal impact realization * Interaction effect: F(3,146) = 23.7, p < 0.001 * Teams high on both factors show '''56% better AI integration outcomes'''
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