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. 2022 Oct 31;13:989572. doi: 10.3389/fpsyg.2022.989572

Table 1.

Representative sample of the collective intelligence factor research stream.

Prior research Definition collective intelligence Research questions Study number Sample Number of teams Treatment Research design Major findings
Woolley et al. (2010) “the general ability of the group to perform a wide variety of tasks” p. 687 Does a collective intelligence factor exist for groups of people? Study 1 General population United States 40 Face-to-face Observational design using correlations - Empirical support for existence c-factor
- Individual intelligence score is not correlated with c-factor
- C-factor predicts group performance better than average or maximum individual intelligence
- Average social sensitivity predicts c-factor
- Number of speaking turns is negatively correlated with the c-factor
Study 2 152
Engel et al. (2014) “It is a measure of the general effectiveness of a group on a wide range of tasks” p. 3 Does the c-factor arise in online groups and what is the role of social sensitivity? Study 1 General population United States 32 Face-to-face Observational design using correlations - Empirical support for existence c-factor
- Reading the mind in the eyes test predicts the c-factor in face-to-face and online conditions
- Total amount of communication positively correlates with the c-factor
36 Online
Engel et al. (2015) “is a property of groups that emerges from the coordination and collaboration of members and predicts group performance on a wide range of task” p. 3769 Does the c-factor emerge across a variety of settings? Study 1 General population United States 68 Face-to-face; text chat Meta-analytic design using factor analytic approaches and correlations - Empirical support for existence of the c-factor in different cultural settings, across communication media and group contexts
- C-factor is correlated with performance on complex tasks
Study 2 German student sample 25 Face-to-face; video; voice; text chat
Study 3 Japanese organizational context 116 Online
Barlow and Dennis (2016) “an ability of groups to perform consistently well across a variety of group-based tasks’’ p. 685 How does the c-factor manifest itself in computer mediated communication structures? Study 1 Student sample in Midwestern university business school 86 Online Correlational - No empirical support for the existence of the c-factor in computer mediated context
Bates and Gupta (2017) “strong general ability or group IQ factor” p. 46 What allows groups to behave intelligently? Study 1 Student sample 26 Face-to-face Correlational - Empirical support for existence c-factor, but individual IQ accounted for the majority of group-IQ differences
Study 2 General population India 40 Face-to-face Correlational
Study 3 General population Scotland 40 Face-to-face Correlational
Kim et al. (2017) “ability of the group to perform across a wide variety of tasks” p. 2 Does the c-factor translates into the world of teams in online video games? Study 1 Gamers in North America 248 Online Correlational - The c-factor predicts a team’s future performance in League of Legend game
- Social perceptiveness is a significant positive predictor of the c-factor