Reading the Mind in the Eyes or Reading between the Lines? Theory of Mind Predicts Collective Intelligence Equally Well Online and Face-To-Face

Recent research with face-to-face groups found that a measure of general group effectiveness (called “collective intelligence”) predicted a group’s performance on a wide range of different tasks. The same research also found that collective intelligence was correlated with the individual group members’ ability to reason about the mental states of others (an ability called “Theory of Mind” or “ToM”). Since ToM was measured in this work by a test that requires participants to “read” the mental states of others from looking at their eyes (the “Reading the Mind in the Eyes” test), it is uncertain whether the same results would emerge in online groups where these visual cues are not available. Here we find that: (1) a collective intelligence factor characterizes group performance approximately as well for online groups as for face-to-face groups; and (2) surprisingly, the ToM measure is equally predictive of collective intelligence in both face-to-face and online groups, even though the online groups communicate only via text and never see each other at all. This provides strong evidence that ToM abilities are just as important to group performance in online environments with limited nonverbal cues as they are face-to-face. It also suggests that the Reading the Mind in the Eyes test measures a deeper, domain-independent aspect of social reasoning, not merely the ability to recognize facial expressions of mental states.

[1]  Book Reviews,et al.  Looking Down on Human Intelligence: From Psychometrics to the Brain , 2001 .

[2]  S. Baron-Cohen,et al.  Reading the Mind in the Voice: A Study with Normal Adults and Adults with Asperger Syndrome and High Functioning Autism , 2002, Journal of autism and developmental disorders.

[3]  Jeffrey T. Polzer,et al.  Chapter 4 Team Emotion Recognition Accuracy and Team Performance , 2007 .

[4]  Mante S. Nieuwland,et al.  Using Theory of Mind to represent and take part in social interactions: Comparing individuals with high-functioning autism and typically developing controls , 2010 .

[5]  Hilla Peretz,et al.  Ju n 20 03 Schrödinger ’ s Cat : The rules of engagement , 2003 .

[6]  Wm. R. Wright General Intelligence, Objectively Determined and Measured. , 1905 .

[7]  D. Rousseau Issues of level in organizational research: Multi-level and cross-level perspectives. , 1985 .

[8]  J. Lepine Adaptation of teams in response to unforeseen change: effects of goal difficulty and team composition in terms of cognitive ability and goal orientation. , 2005, The Journal of applied psychology.

[9]  B. Mullen,et al.  Theories of group behavior , 1987 .

[10]  Stephen M. Kosslyn,et al.  Using brain-based measures to compose teams: How individual capabilities and team collaboration strategies jointly shape performance , 2007, Social neuroscience.

[11]  Jr. James R. Larson In Search of Synergy in Small Group Performance , 2009 .

[12]  Emanuele Castano,et al.  Reading Literary Fiction Improves Theory of Mind , 2013, Science.

[13]  Ronald E. Rice,et al.  Technology Adaptation: The Case of a Computer-Supported Inter-Organizational Virtual Team , 2000, MIS Q..

[14]  Judith Volmer Individual Expertise and Team Performance: Results of Three Empirical Studies , 2006 .

[15]  Sigal G. Barsade,et al.  Human abilities: emotional intelligence. , 2008, Annual review of psychology.

[16]  S. Herpertz,et al.  Oxytocin Improves “Mind-Reading” in Humans , 2007, Biological Psychiatry.

[17]  Stephen M. Kosslyn,et al.  How Team Composition and Collaborative Planning Jointly Shape Analytic Effectiveness , 2008 .

[18]  Jeffrey T. Polzer,et al.  Team Emotion Recognition Accuracy and Team Performance , 2007 .

[19]  Peter Norvig,et al.  Artificial Intelligence: A Modern Approach , 1995 .

[20]  I. Apperly What is “theory of mind”? Concepts, cognitive processes and individual differences , 2012, Quarterly journal of experimental psychology.

[21]  Ramesh Sharda,et al.  Decision support system effectiveness: a review and an empirical test , 1988 .

[22]  Carolyn MacCann,et al.  Emotional intelligence is a second-stratum factor of intelligence: evidence from hierarchical and bifactor models. , 2014, Emotion.

[23]  D. Meyer,et al.  Supporting Online Material Materials and Methods Som Text Figs. S1 to S6 References Evidence for a Collective Intelligence Factor in the Performance of Human Groups , 2022 .

[24]  Gursimran Singh Walia,et al.  Social sensitivity and classroom team projects: an empirical investigation , 2012, SIGCSE '12.

[25]  S. Baron-Cohen,et al.  The "Reading the Mind in the Eyes" Test revised version: a study with normal adults, and adults with Asperger syndrome or high-functioning autism. , 2001, Journal of child psychology and psychiatry, and allied disciplines.

[26]  Edward Bell,et al.  Is collective intelligence (mostly) the General Factor of Personality? A comment on Woolley, Chabris, Pentland, Hashmi and Malone (2010) , 2011 .

[27]  C. Gillberg,et al.  The Reading the Mind in the Eyes Test: Test–retest reliability of a Swedish version , 2009, Cognitive neuropsychiatry.

[28]  Dale Goodhue,et al.  Task-Technology Fit and Individual Performance , 1995, MIS Q..

[29]  Sigal G. Barsade,et al.  Why Does Affect Matter in Organizations , 2007 .

[30]  Uta Frith,et al.  Theory of mind , 2001, Current Biology.

[31]  Ronald E. Rice,et al.  Technology adaption: the case of a computer-supported inter-organizational virtual team 1 , 2000 .

[32]  Daniel R. Ilgen,et al.  Team learning: collectively connecting the dots. , 2003, The Journal of applied psychology.

[33]  D. Wegner Transactive Memory: A Contemporary Analysis of the Group Mind , 1987 .

[34]  D. Premack,et al.  Does the chimpanzee have a theory of mind? , 1978, Behavioral and Brain Sciences.

[35]  Yuqing Ren,et al.  Transactive Memory Systems 1985–2010: An Integrative Framework of Key Dimensions, Antecedents, and Consequences , 2011 .

[36]  Daniel R. Ilgen,et al.  Effects of individual differences on the performance of hierarchical decision-making teams : Much more than g , 1997 .

[37]  Hillary Anger Elfenbein,et al.  Individual differences in the accuracy of expressing and perceiving nonverbal cues: New data on an old question , 2010 .

[38]  J. Flavell,et al.  Cognitive development: children's knowledge about the mind. , 1999, Annual review of psychology.

[39]  Charmine E. J. Härtel,et al.  Workgroup emotional intelligence: scale development and relationship to team process effectiveness and goal focus , 2002 .

[40]  C. Heyes,et al.  The cultural evolution of mind reading , 2014, Science.

[41]  Lee Sproull,et al.  Reducing social context cues: electronic mail in organizational communication , 1986 .

[42]  Aaron M. Brower,et al.  What's Social about Social Cognition?: Research on Socially Shared Cognition in Small Groups , 1996 .

[43]  F. Happé An advanced test of theory of mind: Understanding of story characters' thoughts and feelings by able autistic, mentally handicapped, and normal children and adults , 1994, Journal of autism and developmental disorders.

[44]  N. Epley,et al.  Egocentrism over e-mail: can we communicate as well as we think? , 2005, Journal of personality and social psychology.

[45]  A. Feyerherm,et al.  EMOTIONAL INTELLIGENCE AND TEAM PERFORMANCE: THE GOOD, THE BAD AND THE UGLY , 2002 .

[46]  David R. Musicant,et al.  Proceedings of the 43rd ACM technical symposium on Computer science education, SIGCSE 2012, Raleigh, NC, USA, February 29 - March 3, 2012 , 2012, SIGCSE.

[47]  Robert T. Knight,et al.  Selective impairment of reasoning about social exchange in a patient with bilateral limbic system damage , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[48]  Ian J. Deary,et al.  Looking down on human intelligence , 2000 .

[49]  R. Gunderman,et al.  Emotional intelligence. , 2011, Journal of the American College of Radiology : JACR.

[50]  E.,et al.  GROUPS : INTERACTION AND PERFORMANCE , 2001 .

[51]  G. O'brien,et al.  Effects of organizational structure on correlations between member abilities and group productivity. , 1969 .

[52]  Michael F. Green,et al.  The social cognition psychometric evaluation study: results of the expert survey and RAND panel. , 2013, Schizophrenia bulletin.

[53]  Kris Byron Carrying too Heavy a Load? The Communication and Miscommunication of Emotion by Email , 2008 .

[54]  P. Salovey,et al.  The intelligence of emotional intelligence , 1993 .

[55]  Jonathon N. Cummings,et al.  Coordination costs and project outcomes in multi-university collaborations , 2007 .

[56]  Jonathon N. Cummings,et al.  The Spatial, Temporal, and Configurational Characteristics of Geographic Dispersion in Teams , 2007, MIS Q..

[57]  Edward E. Smith,et al.  Cognitive Psychology: Mind and Brain , 2006 .

[58]  Rebecca C. Knickmeyer,et al.  Fetal testosterone and empathy: Evidence from the Empathy Quotient (EQ) and the “Reading the Mind in the Eyes” Test , 2006, Social neuroscience.

[59]  V. Slaughter,et al.  Social maturity and theory of mind in typically developing children and those on the autism spectrum. , 2007, Journal of child psychology and psychiatry, and allied disciplines.

[60]  D. Eden,et al.  Effects of crew composition on crew performance: Does the whole equal the sum of its parts? , 1985 .

[61]  C. Nixon,et al.  Social interaction skills and theory of mind in young children. , 1999, Developmental psychology.

[62]  P. Costa,et al.  Validation of the five-factor model of personality across instruments and observers. , 1987, Journal of personality and social psychology.

[63]  Stephen H. Wagner,et al.  The Relationship between Work-Team Personality Composition and the Job Performance of Teams , 1999 .

[64]  Julian Paul Keenan,et al.  " I think I know what you mean": The role of theory of mind in collaborative communication , 2007 .

[65]  S. Baron-Cohen,et al.  Does the autistic child have a “theory of mind” ? , 1985, Cognition.

[66]  R. Knight,et al.  Frontal Lobe Contributions to Theory of Mind , 1998, Journal of Cognitive Neuroscience.

[67]  Alfred C. Weaver,et al.  Social Networking , 2008, Computer.