Skip to main content
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian
  • Log in
  • My Cart

Main menu

  • Home
  • Articles
    • Current
    • Latest Articles
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • Archive
  • Front Matter
  • News
    • For the Press
    • Highlights from Latest Articles
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Purpose and Scope
    • Editorial and Journal Policies
    • Submission Procedures
    • For Reviewers
    • Author FAQ
  • Submit
  • About
    • Editorial Board
    • PNAS Staff
    • FAQ
    • Rights and Permissions
    • Site Map
  • Contact
  • Journal Club
  • Subscribe
    • Subscription Rates
    • Subscriptions FAQ
    • Open Access
    • Recommend PNAS to Your Librarian

User menu

  • Log in
  • My Cart

Search

  • Advanced search
Home
Home

Advanced Search

  • Home
  • Articles
    • Current
    • Latest Articles
    • Special Features
    • Colloquia
    • Collected Articles
    • PNAS Classics
    • Archive
  • Front Matter
  • News
    • For the Press
    • Highlights from Latest Articles
    • PNAS in the News
  • Podcasts
  • Authors
    • Information for Authors
    • Purpose and Scope
    • Editorial and Journal Policies
    • Submission Procedures
    • For Reviewers
    • Author FAQ

New Research In

Physical Sciences

Featured Portals

  • Physics
  • Chemistry
  • Sustainability Science

Articles by Topic

  • Applied Mathematics
  • Applied Physical Sciences
  • Astronomy
  • Computer Sciences
  • Earth, Atmospheric, and Planetary Sciences
  • Engineering
  • Environmental Sciences
  • Mathematics
  • Statistics

Social Sciences

Featured Portals

  • Anthropology
  • Sustainability Science

Articles by Topic

  • Economic Sciences
  • Environmental Sciences
  • Political Sciences
  • Psychological and Cognitive Sciences
  • Social Sciences

Biological Sciences

Featured Portals

  • Sustainability Science

Articles by Topic

  • Agricultural Sciences
  • Anthropology
  • Applied Biological Sciences
  • Biochemistry
  • Biophysics and Computational Biology
  • Cell Biology
  • Developmental Biology
  • Ecology
  • Environmental Sciences
  • Evolution
  • Genetics
  • Immunology and Inflammation
  • Medical Sciences
  • Microbiology
  • Neuroscience
  • Pharmacology
  • Physiology
  • Plant Biology
  • Population Biology
  • Psychological and Cognitive Sciences
  • Sustainability Science
  • Systems Biology

The spontaneous emergence of conventions: An experimental study of cultural evolution

Damon Centola and Andrea Baronchelli
PNAS February 17, 2015 112 (7) 1989-1994; published ahead of print February 2, 2015 https://doi.org/10.1073/pnas.1418838112
Damon Centola
aAnnenberg School of Communication, University of Pennsylvania, Philadelphia, PA 19106;bCenter for Advanced Study in the Behavioral Sciences, Stanford University, Palo Alto, CA 94305; and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrea Baronchelli
cDepartment of Mathematics, City University London, London EC1V 0HB, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: a.baronchelli.work@gmail.com
  1. Edited by Giorgio Parisi, University of Rome, Rome, Italy, and approved December 23, 2014 (received for review September 30, 2014)

  • Article
  • Figures & SI
  • Info & Metrics
  • PDF
Loading

Significance

Social conventions shape every aspect of our lives, from how we greet each other to the languages we speak. Yet their origins have been a topic of theoretical speculation since the time of Aristotle. Most approaches assume that institutions are necessary to organize large populations, but the simplest explanation is that universally accepted conventions are the unintended consequence of individuals’ efforts to coordinate locally with one another. Although this hypothesis is compelling, it lacks conclusive empirical support. Here, we present results from controlled experiments demonstrating that changes in network connectivity can cause global social conventions to spontaneously emerge from local interactions, even though people have no knowledge about the population, or that they are coordinating at a global scale.

Abstract

How do shared conventions emerge in complex decentralized social systems? This question engages fields as diverse as linguistics, sociology, and cognitive science. Previous empirical attempts to solve this puzzle all presuppose that formal or informal institutions, such as incentives for global agreement, coordinated leadership, or aggregated information about the population, are needed to facilitate a solution. Evolutionary theories of social conventions, by contrast, hypothesize that such institutions are not necessary in order for social conventions to form. However, empirical tests of this hypothesis have been hindered by the difficulties of evaluating the real-time creation of new collective behaviors in large decentralized populations. Here, we present experimental results—replicated at several scales—that demonstrate the spontaneous creation of universally adopted social conventions and show how simple changes in a population’s network structure can direct the dynamics of norm formation, driving human populations with no ambition for large scale coordination to rapidly evolve shared social conventions.

  • social conventions
  • spontaneous emergence
  • complex systems
  • empirical testing
  • network science

Footnotes

  • ↵1To whom correspondence should be addressed. Email: a.baronchelli.work{at}gmail.com.
  • Author contributions: D.C. and A.B. designed research, performed research, analyzed data, and wrote the paper.

  • The authors declare no conflict of interest.

  • This article is a PNAS Direct Submission.

  • This article contains supporting information online at www.pnas.org/lookup/suppl/doi:10.1073/pnas.1418838112/-/DCSupplemental.

View Full Text
PreviousNext
Back to top
Article Alerts
Email Article

Thank you for your interest in spreading the word on PNAS.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
The spontaneous emergence of conventions: An experimental study of cultural evolution
(Your Name) has sent you a message from PNAS
(Your Name) thought you would like to see the PNAS web site.
Citation Tools
The spontaneous emergence of conventions
Damon Centola, Andrea Baronchelli
Proceedings of the National Academy of Sciences Feb 2015, 112 (7) 1989-1994; DOI: 10.1073/pnas.1418838112

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Request Permissions
Share
The spontaneous emergence of conventions
Damon Centola, Andrea Baronchelli
Proceedings of the National Academy of Sciences Feb 2015, 112 (7) 1989-1994; DOI: 10.1073/pnas.1418838112
del.icio.us logo Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Mendeley logo Mendeley
Proceedings of the National Academy of Sciences: 116 (9)
Current Issue

Submit

Sign up for Article Alerts

Jump to section

  • Article
    • Abstract
    • Theoretical Model
    • Experimental Design
    • Results
    • Discussion
    • Materials and Methods
    • Acknowledgments
    • Footnotes
    • References
  • Figures & SI
  • Info & Metrics
  • PDF

You May Also be Interested in

The approach is helping astronomers test theories about deep space events, make serendipitous discoveries, and test ideas about some of the most exotic objects in the universe.
Core Concept: Multimessenger astronomy probes deep-space events with an arsenal of lenses
The approach is helping astronomers test theories about deep space events, make serendipitous discoveries, and test ideas about some of the most exotic objects in the universe.
Image credit: NSF/VERITAS.
Working in eastern Africa, they’ve been able to get ahead of these scourges—often spread by the whitefly—that afflict the region’s crucial cassava plant.
Inner Workings: Portable DNA sequencer helps farmers stymie devastating viruses
Working in eastern Africa, they’ve been able to get ahead of these scourges—often spread by the whitefly—that afflict the region’s crucial cassava plant.
Image credit: Monica Kehoe (photographer).
PNAS Profile of NAS member and glaciologist Eric Rignot.
Featured Profile
PNAS Profile of NAS member and glaciologist Eric Rignot
Education and later-life cognition
Education and later-life cognition
Higher education may have minimal impact on cognitive abilities late in life, and associations between later-life cognitive function and education may reflect reverse causation—individuals with higher intellectual capacity tend to attain higher education.
Image courtesy of Pixabay/DariuszSankowski.
Handshake. Image courtesy of Pixabay/adamr.
Social networks, gender, and job placement
Whereas both male and female graduate students require high centrality within social networks to place into high-ranked positions, female students additionally need access to a strong network of same-gender support, according to a study.
Image courtesy of Pixabay/adamr.

More Articles of This Classification

Social Sciences

  • Tracking the affective state of unseen persons
  • Residential green space in childhood is associated with lower risk of psychiatric disorders from adolescence into adulthood
  • Human Cooperation When Acting Through Autonomous Machines
Show more

Physical Sciences

  • Spatiotemporal coupling of attosecond pulses
  • Formylglycine-generating enzyme binds substrate directly at a mononuclear Cu(I) center to initiate O2 activation
  • Femtosecond covariance spectroscopy
Show more

Applied Physical Sciences

  • Morphogenesis of termite mounds
  • Ligand biological activity predicted by cleaning positive and negative chemical correlations
  • Observation of chiral surface excitons in a topological insulator Bi2Se3
Show more

Related Content

  • No related articles found.
  • Scopus
  • PubMed
  • Google Scholar

Cited by...

  • The dynamics of norm change in the cultural evolution of language
  • Experimental evidence for tipping points in social convention
  • Network dynamics of social influence in the wisdom of crowds
  • How social learning adds up to a culture: from birdsong to human public opinion
  • Encoding vocal culture
  • Partial connectivity increases cultural accumulation within groups
  • A natural experiment of social network formation and dynamics
  • Scopus (59)
  • Google Scholar

Similar Articles

Site Logo
Powered by HighWire
  • Submit Manuscript
  • Twitter
  • Facebook
  • RSS Feeds
  • Email Alerts

Articles

  • Current Issue
  • Latest Articles
  • Archive

PNAS Portals

  • Classics
  • Front Matter
  • Teaching Resources
  • Anthropology
  • Chemistry
  • Physics
  • Sustainability Science

Information

  • Authors
  • Editorial Board
  • Reviewers
  • Press
  • Site Map

Feedback    Privacy/Legal

Copyright © 2019 National Academy of Sciences. Online ISSN 1091-6490