Self-organized flexible leadership promotes collective intelligence in human groups

Collective intelligence refers to the ability of groups to outperform individual decision-makers. At present, relatively little is known about the mechanisms promoting collective intelligence in natural systems. We here test a novel mechanism generating collective intelligence: self-organization acc...

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Main Authors: Ralf H. J. M. Kurvers, Max Wolf, Marc Naguib, Jens Krause
Format: Article
Language:English
Published: The Royal Society 2015-01-01
Series:Royal Society Open Science
Subjects:
Online Access:https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.150222
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spelling doaj-3bde40702bd0430f9af89cad2cf267f62020-11-25T03:56:27ZengThe Royal SocietyRoyal Society Open Science2054-57032015-01-0121210.1098/rsos.150222150222Self-organized flexible leadership promotes collective intelligence in human groupsRalf H. J. M. KurversMax WolfMarc NaguibJens KrauseCollective intelligence refers to the ability of groups to outperform individual decision-makers. At present, relatively little is known about the mechanisms promoting collective intelligence in natural systems. We here test a novel mechanism generating collective intelligence: self-organization according to information quality. We tested this mechanism by performing simulated predator detection experiments using human groups. By continuously tracking the personal information of all members prior to collective decisions, we found that individuals adjusted their response time during collective decisions to the accuracy of their personal information. When individuals possessed accurate personal information, they decided quickly during collective decisions providing accurate information to the other group members. By contrast, when individuals had inaccurate personal information, they waited longer, allowing them to use social information before making a decision. Individuals deciding late during collective decisions had an increased probability of changing their decision leading to increased collective accuracy. Our results thus show that groups can self-organize according to the information accuracy of their members, thereby promoting collective intelligence. Interestingly, we find that individuals flexibly acted both as leader and as follower depending on the quality of their personal information at any particular point in time.https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.150222swarm intelligencecollective decision-makinggroupsinformationleadership
collection DOAJ
language English
format Article
sources DOAJ
author Ralf H. J. M. Kurvers
Max Wolf
Marc Naguib
Jens Krause
spellingShingle Ralf H. J. M. Kurvers
Max Wolf
Marc Naguib
Jens Krause
Self-organized flexible leadership promotes collective intelligence in human groups
Royal Society Open Science
swarm intelligence
collective decision-making
groups
information
leadership
author_facet Ralf H. J. M. Kurvers
Max Wolf
Marc Naguib
Jens Krause
author_sort Ralf H. J. M. Kurvers
title Self-organized flexible leadership promotes collective intelligence in human groups
title_short Self-organized flexible leadership promotes collective intelligence in human groups
title_full Self-organized flexible leadership promotes collective intelligence in human groups
title_fullStr Self-organized flexible leadership promotes collective intelligence in human groups
title_full_unstemmed Self-organized flexible leadership promotes collective intelligence in human groups
title_sort self-organized flexible leadership promotes collective intelligence in human groups
publisher The Royal Society
series Royal Society Open Science
issn 2054-5703
publishDate 2015-01-01
description Collective intelligence refers to the ability of groups to outperform individual decision-makers. At present, relatively little is known about the mechanisms promoting collective intelligence in natural systems. We here test a novel mechanism generating collective intelligence: self-organization according to information quality. We tested this mechanism by performing simulated predator detection experiments using human groups. By continuously tracking the personal information of all members prior to collective decisions, we found that individuals adjusted their response time during collective decisions to the accuracy of their personal information. When individuals possessed accurate personal information, they decided quickly during collective decisions providing accurate information to the other group members. By contrast, when individuals had inaccurate personal information, they waited longer, allowing them to use social information before making a decision. Individuals deciding late during collective decisions had an increased probability of changing their decision leading to increased collective accuracy. Our results thus show that groups can self-organize according to the information accuracy of their members, thereby promoting collective intelligence. Interestingly, we find that individuals flexibly acted both as leader and as follower depending on the quality of their personal information at any particular point in time.
topic swarm intelligence
collective decision-making
groups
information
leadership
url https://royalsocietypublishing.org/doi/pdf/10.1098/rsos.150222
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