Coordination and Efficiency in Decentralized Collaboration

Authors

  • Daniel Romero University of Michigan
  • Dan Huttenlocher Cornell University
  • Jon Kleinberg Cornell University

DOI:

https://doi.org/10.1609/icwsm.v9i1.14606

Keywords:

Wikipedia, GitHub, Coordination, Crowdedness

Abstract

Environments for decentralized on-line collaboration are now widespread on the Web, underpinning open-source efforts, knowledge creation sites including Wikipedia, and other experiments in joint production. When a distributed group works together in such a setting, the mechanisms they use for coordination can play an important role in the effectiveness of the group’s performance. Here we consider the trade-offs inherent in coordination in these on-line settings, balancing the benefits to collaboration with the cost in effort that could be spent in other ways. We consider two diverse domains that each contain a wide range of collaborations taking place simultaneously — Wikipedia and GitHub — allowing us to study how coordination varies across different projects. We analyze trade-offs in coordina- tion along two main dimensions, finding similar effects in both our domains of study: first we show that, in aggregate, high-status projects on these sites manage the coordination trade-off at a different level than typical projects; and second, we show that projects use a different balance of coordination when they are “crowded,” with relatively small size but many participants. We also develop a stylized theoretical model for the cost-benefit trade-off inherent in coordination and show that it qualitatively matches the trade-offs we observe between crowdedness and coordination.

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Published

2021-08-03

How to Cite

Romero, D., Huttenlocher, D., & Kleinberg, J. (2021). Coordination and Efficiency in Decentralized Collaboration. Proceedings of the International AAAI Conference on Web and Social Media, 9(1), 367-376. https://doi.org/10.1609/icwsm.v9i1.14606