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Evaluating replicability of laboratory experiments in economics
Colin F Camerer1, Anna Dreber2, Eskil Forsell2
1Division of Humanities and Social Sciences, California Institute of Technology, 1200 East California Boulevard, MC 228-77, Pasadena, CA 91125, USA.
Replicating 18 economics studies found 61% reproduced significant results. The average replicated effect size was 66% of the original, indicating moderate replicability in economic research.
Area of Science:
- Economics
- Econometrics
- Scientific Replication
Background:
- Recent concerns regarding the replicability of scientific findings.
- The need for empirical data on replicability within the field of economics.
Purpose of the Study:
- To assess the replicability of empirical studies published in top economics journals.
- To provide quantitative evidence on the reproducibility of economic research.
Main Methods:
- Replication of 18 studies from the American Economic Review and Quarterly Journal of Economics (2011-2014).
- Utilization of predefined, publicly available analysis plans for each replication.
- Ensuring all replications had at least 90% statistical power to detect original effect sizes at a 5% significance level.
Main Results:
- Significant effects in the original direction were found in 11 out of 18 replications (61%).
- The average effect size in successful replications was 66% of the original reported effect size.
- Additional replicability indicators, including prediction markets, showed rates between 67% and 78%.
Conclusions:
- A substantial portion of economic studies exhibit moderate replicability.
- The findings contribute empirical evidence to the ongoing discourse on scientific reproducibility in economics.
- The study highlights the importance of transparent analysis plans and adequate statistical power in ensuring reliable research findings.
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