Crowdsourced Academic Auditing

Crowdsourced academic auditing is the source’s model for checking published research at scale. In Don’t hate the replicator, hate the game, Abel Brodeur realizes that individual replications are too slow to shift norms, so the Replication Games organize many researchers into short, focused teams.

The model works because it gives participants training, collaboration, and credit while lowering the cost of inspection. It also changes incentives for authors: even if most papers will never be checked, the perceived chance of being checked can still make researchers keep code, data, and decisions cleaner.

Key Claims

• Crowdsourcing turns replication from a solitary, conflict-heavy task into a shared event.
• The model can inspect many papers at low direct cost compared with one-off replication projects.
• Junior researchers benefit from institutional cover when serious issues have to be raised.
• The audit can find coding errors, data problems, missing documentation, and weak Robustness Checks.
• Its deeper purpose is Research Integrity Incentives, not public shaming.

Connections

• Replication Games, Institute For Replication, and Abel Brodeur - source implementation.
• Replication Package, Robustness Checks, and Preregistration - materials and tools used in audits.
• Replication Crisis and Scientific Self-Correction - problem and correction frame.
• Expert Trust Repair - related credibility repair pattern.