The Credibility Gap

Texte du rabat

In this book, the authors provide a framework for evaluating reproducibility, replicability and generalizability of empirical research in the social sciences. They define different types of reproducibility and replicability and show how they can be measured to evaluate the credibility of published findings.

Contenu

1. Introduction 2. p-values, power and p-hacking 3. Pre-registration 4. A framework for evaluating reproducibility and replicability 5. Results from large-scale reproducibility studies 6. Results from large-scale replicability studies 7. Predicting replications 8. A framework for evaluating heterogeneity and generalizability 9. Empirical estimates of heterogeneity 10. Meta-analysis and aggregating research findings 11. Debugging observational data studies 12. Conclusion