Is There A Replication Crisis In Finance?
ArXiv ID: ssrn-3781319 “View on arXiv”
Authors: Unknown
Abstract
Several papers argue that financial economics faces a replication crisis because the majority of studies cannot be replicated or are the result of multiple test
Keywords: replication crisis, multiple testing, publication bias, p-hacking, Financial Economics
Complexity vs Empirical Score
- Math Complexity: 5.0/10
- Empirical Rigor: 8.5/10
- Quadrant: Holy Grail
- Why: The paper develops and estimates a Bayesian model of factor replication, which is mathematically advanced, while also using a large global dataset, meticulous factor construction, and providing open-source code/data for replication, indicating high empirical rigor.
flowchart TD
A["Research Goal: Assess Replication<br>Rate in Finance"] --> B["Data: SSRN & American Finance<br>Association Publications"]
B --> C["Method: Direct Replication<br>Attempts of 28 Studies"]
C --> D["Analysis: Test for<br>Publication Bias & p-hacking"]
D --> E{"Findings"}
E --> F["High Replication<br>Success Rate"]
E --> G["No Evidence of<br>Systemic Crisis"]
E --> H["Methodological Rigor<br>Improving"]