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Is replication possible without fidelity?
Michelle R Ellefson1, Daniel M Oppenheimer2
1Faculty of Education, University of Cambridge.
Psychological Methods
|January 20, 2022
Summary
Replication failures in psychology may stem from protocol deviations, not just p-hacking. Maintaining experimental fidelity is crucial for reliable research findings and accurate effect sizes.
Area of Science:
- Psychology
- Research Methodology
- Scientific Replication
Background:
- Replication failures in experimental psychology are a growing concern.
- Existing explanations include p-hacking, publication bias, and hidden moderators.
- Reduced experimental power due to protocol deviations is an under-explored factor.
Purpose of the Study:
- To systematically investigate how manipulating experimental fidelity impacts effect size.
- To identify statistical patterns in replication attempts that may indicate fidelity issues.
Main Methods:
- A series of computer simulations were conducted.
- The simulations manipulated fidelity to experimental protocols to observe effects on effect size.
Main Results:
- Fidelity violations were found to significantly influence effect size.
- The observed statistical patterns mimicked those seen in large-scale replication projects (e.g., ManyLabs) and meta-analyses.
- This suggests that deviations from experimental protocols are common in psychology replication attempts.
Conclusions:
- Violations of experimental fidelity are a plausible cause of replication failures in psychology.
- Adopting methods for improving and measuring fidelity, as used in intervention science, medicine, and education, is recommended for psychology.
- Enhanced fidelity management can improve the reliability of psychological research.
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