Open Science Practices and Their Effect on Replication Success in Econometrics

Abstract

Using a sample of 394 empirical economics papers, we assess whether open-science practices — pre-registration, shared data, and open code — predict replication success. Papers with all three practices replicate at a rate 2.3 times higher than those with none, even after controlling for journal, year, and method complexity.