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High-performing teams: Is collective intelligence the answer?

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  • Luke I Rowe
  • John Hattie
  • John Munro

Abstract

Background/objectives: The concept of a general factor of collective intelligence, proposed by Woolley et al. in 2010, has spurred interest in understanding collective intelligence within small groups. This study aims to extend this investigation by examining the validity of a general collective intelligence factor, assessing its underlying factor structure, and evaluating its utility in predicting performance on future group problem-solving tasks and academic outcomes. Methods: Employing a correlational study design, we engaged 85 university students in a series of complex cognitive tasks designed to measure collective intelligence through individual, group, and predictive phases. Results: Contrary to the hypothesized single-factor model, our findings favor a two-factor model influenced by Cattell’s theory of crystalized and fluid intelligence. These two factors accounted for substantial variance in group performance outcomes, challenging the prevailing single-factor model. Notably, the predictive validity of these factors on group assignments was statistically significant, with both individual and collective intelligence measures correlating moderately with group assignment scores (rs = .40 to .47, p

Suggested Citation

  • Luke I Rowe & John Hattie & John Munro, 2024. "High-performing teams: Is collective intelligence the answer?," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-23, August.
    • Handle: RePEc:plo:pone00:0307945
    DOI: 10.1371/journal.pone.0307945
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    1. Patrick R. Laughlin, 2011. "Group Problem Solving," Economics Books, Princeton University Press, edition 1, number 9339.
    2. Bottger, Preston C. & Yetton, Philip W., 1988. "An integration of process and decision scheme explanations of group problem solving performance," Organizational Behavior and Human Decision Processes, Elsevier, vol. 42(2), pages 234-249, October.
    3. Patrick R. Laughlin, 2011. "Basic Concepts In Group Problem Solving," Introductory Chapters, in: Group Problem Solving, Princeton University Press.
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