Literature DB >> 32831599

Sustainable online communities exhibit distinct hierarchical structures across scales of size.

Yaniv Dover1,2, Jacob Goldenberg3,4, Daniel Shapira5,6.   

Abstract

As humans, we are uniquely competent at incorporating ourselves into groups that scale up from a few members to millions of individuals to engage in joint activities in social circles of varying sizes. Yet, the question of how a group's survival depends on its social structure is not well understood. In an analysis of more than 10 122 real-life online communities (with a total of 134 147 members) hosted by a leading platform over periods of more than a decade, we observe a prominent structural difference between stable and unstable communities, enabling the prediction of sustainability up to a decade ahead. We find that communities that fail to maintain a typical hierarchical social structure that preserves cohesiveness across size scales do not survive, while communities that exhibit such balance prevail. This difference is observable in as early as the first 30 days of a community's lifetime, enabling prediction of community sustainability up to 10 years in the future. We theorize that communities comprising distinct social structures that balance global and local factors across scales of sizes are more likely to maintain sustainability.
© 2020 The Author(s).

Entities:  

Keywords:  hierarchy; network structure; online community; size scale; social network; stability

Year:  2020        PMID: 32831599      PMCID: PMC7426038          DOI: 10.1098/rspa.2019.0730

Source DB:  PubMed          Journal:  Proc Math Phys Eng Sci        ISSN: 1364-5021            Impact factor:   2.704


  5 in total

1.  Coarse-graining and self-dissimilarity of complex networks.

Authors:  Shalev Itzkovitz; Reuven Levitt; Nadav Kashtan; Ron Milo; Michael Itzkovitz; Uri Alon
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2005-01-21

2.  Quantifying social group evolution.

Authors:  Gergely Palla; Albert-László Barabási; Tamás Vicsek
Journal:  Nature       Date:  2007-04-05       Impact factor: 49.962

3.  Structure of shells in complex networks.

Authors:  Jia Shao; Sergey V Buldyrev; Lidia A Braunstein; Shlomo Havlin; H Eugene Stanley
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2009-09-09

4.  Discrete hierarchical organization of social group sizes.

Authors:  W-X Zhou; D Sornette; R A Hill; R I M Dunbar
Journal:  Proc Biol Sci       Date:  2005-02-22       Impact factor: 5.349

5.  Social features of online networks: the strength of intermediary ties in online social media.

Authors:  Przemyslaw A Grabowicz; José J Ramasco; Esteban Moro; Josep M Pujol; Victor M Eguiluz
Journal:  PLoS One       Date:  2012-01-11       Impact factor: 3.240

  5 in total

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