Strategic timing of disclosure in belief formation

Abstract This paper studies the optimal timing of disclosure in a belief formation framework where agents are influenced by two persuaders: a proponent and an opponent. Opinions evolve according to a modified De Groot learning process with time-varying weights. The proponent chooses when to disclose her narrative to maximise belief alignment before a deadline, while the opponent chooses when to disclose a refutation. We show that once the proponent discloses her narrative, it is optimal for the opponent to immediately disclose her refutation. We determine the optimal disclosure timings in both one agent and n -agents settings. We analyze settings where agents are connected on specific network topologies, including symmetric networks with homophily, complete and star networks, while distinguishing supporters and non-supporters. We find that stronger homophily amplifies polarisation and leads to earlier disclosure when the proponent places greater weight on supporters.

Institutions

Publication Details

Journal
Social Choice and Welfare
Published
2025-12-11
DOI
https://doi.org/10.1007/s00355-025-01642-6
Primary Topic
Opinion Dynamics and Social Influence
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Strategic timing of disclosure in belief formation

Social Choice and Welfare
Opinion Dynamics and Social Influence
article

Strategic timing of disclosure in belief formation

article en

Abstract

Abstract This paper studies the optimal timing of disclosure in a belief formation framework where agents are influenced by two persuaders: a proponent and an opponent. Opinions evolve according to a modified De Groot learning process with time-varying weights. The proponent chooses when to disclose her narrative to maximise belief alignment before a deadline, while the opponent chooses when to disclose a refutation. We show that once the proponent discloses her narrative, it is optimal for the opponent to immediately disclose her refutation. We determine the optimal disclosure timings in both one agent and n -agents settings. We analyze settings where agents are connected on specific network topologies, including symmetric networks with homophily, complete and star networks, while distinguishing supporters and non-supporters. We find that stronger homophily amplifies polarisation and leads to earlier disclosure when the proponent places greater weight on supporters.

Social Choice and Welfare
Lancaster University (GB)
Openalex Percentile: Top 35%
Opinion Dynamics and Social Influence
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.