Winner-Take-All Crowdsourcing Contests with Stochastic Production

Authors

  • Ruggiero Cavallo Independent Researcher
  • Shaili Jain Microsoft

DOI:

https://doi.org/10.1609/hcomp.v1i1.13090

Keywords:

crowdsourcing, crowdsourcing contests, mechanism design, efficiency, winner-take-all

Abstract

We study winner-take-all contests for crowdsourcing procurement in a model of costly effort and stochastic production. The principal announces a prize value P, agents simultaneously select a level of costly effort to exert towards production, yielding stochastic quality results, and then the agent who produces the highest quality good is paid P by the principal. We derive conditions on the probabilistic mapping from effort to quality under which this contest paradigm yields efficient equilibrium outcomes, and demonstrate that the conditions are satisfied in a range of canonical settings.

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Published

2013-11-03

How to Cite

Cavallo, R., & Jain, S. (2013). Winner-Take-All Crowdsourcing Contests with Stochastic Production. Proceedings of the AAAI Conference on Human Computation and Crowdsourcing, 1(1), 34-41. https://doi.org/10.1609/hcomp.v1i1.13090