Wisdom of the Crowd Voting: Truthful Aggregation of Voter Information and Preferences
Not on the map. Why?
Abstract (arXiv)
We consider two-alternative elections where voters' preferences depend on a state variable that is not directly observable. Each voter receives a private signal that is correlated to the state variable. Voters may be "contingent" with different preferences in different states; or predetermined with the same preference in every state. In this setting, even if every voter is a contingent voter, agents voting according to their private information need not result in the adoption of the universally preferred alternative, because the signals can be systematically biased. We present an easy-to-deploy mechanism that elicits and aggregates the private signals from the voters, and outputs the alternative that is favored by the majority. In particular, voters truthfully reporting their signals forms a strong Bayes Nash equilibrium (where no coalition of voters can deviate and receive a better outcome).
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 8 Aug 2021.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2023: 2; 2024: 2; 2025: 2; 2026: 1.
7 papers.
- 2025Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Informationcited by 25
- 2023Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowdscited by 11
- 2023Robust Decision Aggregation with Second-order Informationcited by 7
- 2024Intuitions of Compromise: Utilitarianism vs. Contractualismcited by 1
- 2024Surprisingly Popular Voting for Concentric Rank-Order Modelscited by 0
- 2025SP-Rank: A Dataset for Ranked Preferences with Secondary Informationcited by 0
- 2026Multi-agent decision making: A Blackwell's informativeness approachcited by 0
- 2026Multi-agent decision making: A Blackwell's informativeness approach7 May 2026
- 2025SP-Rank: A Dataset for Ranked Preferences with Secondary Information17 Oct 2025
- 2025Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information1 Oct 2025
- 2024Surprisingly Popular Voting for Concentric Rank-Order Models13 Nov 2024
- 2024Intuitions of Compromise: Utilitarianism vs. Contractualism7 Oct 2024
- 2023Robust Decision Aggregation with Second-order Information23 Nov 2023
- 2023Transferring Annotator- and Instance-dependent Transition Matrix for Learning from Crowds5 Jun 2023