Bayesian Audit Framework: A Case Study on Social Priming and Walking Speed

Tommaso Costa authored a 17.2 KB document introducing the Bayesian audit, a conceptual framework for evaluating the proportionality of scientific claims to evidence. The framework is applied to a case study re-evaluating the 1996 "elderly priming" study by Bargh et al. The document was uploaded to figshare on 2026-05-22 and is licensed under CC-BY-4.0.

Use Cases

• Applying the Bayesian audit framework to evaluate the evidential strength of published findings based on the described six-step process.
• Teaching principles of proportional scientific reasoning and Bayesian inference based on the conceptual framework.
• Conducting sensitivity analyses for psychological effects under different prior assumptions, as demonstrated in the case study.
• Critically analyzing the relationship between statistical results and theoretical claims in social psychology literature.

Strengths

• Provides a fully documented conceptual framework with a detailed case study application.
• Includes specific Bayesian analysis results, such as a Bayes factor of approximately 3 for the original study.
• Released under a permissive CC-BY-4.0 license, allowing for broad reuse and adaptation.

Limitations

• The dataset is a 17.2 KB DOCX file, indicating a very limited scope focused on a single case study.
• Column-level documentation is absent; field semantics must be inferred after download as the content is textual.
• Row count is unknown, which may limit suitability assessment for quantitative data analysis.

Provenance

Source

figshare

Collection Method

Authored conceptual framework and analysis.

Freshness

Last updated 2026-05-22 06:09:35; freshness should be verified.