Estimating the reproducibility of psychological science
Оценка воспроизводимости психологической науки
2015-08-27
SCID: 54.1/y8hshzkk
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effect size decline (replication vs original)experimental and correlational studiesreplication studiesreproducibility of psychological sciencestatistical significance replication rates
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Abstract (AI)
Reproducibility is a defining feature of science, but the extent to which it characterizes current research is unknown. We conducted replications of 100 experimental and correlational studies published in three psychology journals using high-powered designs and original materials when available. Replication effects were half the magnitude of original effects, representing a substantial decline. Ninety-seven percent of original studies had statistically significant results. Thirty-six percent of replications had statistically significant results; 47% of original effect sizes were in the 95% confidence interval of the replication effect size; 39% of effects were subjectively rated to have replicated the original result; and if no bias in original results is assumed, combining original and replication results left 68% with statistically significant effects. Correlational tests suggest that replication success was better predicted by the strength of original evidence than by characteristics of the original and replication teams.
Key Findings
1
39% of effects were subjectively rated to have replicated the original result.
2
47% of original effect sizes fell within the 95% confidence intervals of the replication effect sizes.
3
97% of original studies reported statistically significant results, while only 36% of replications did.
4
If no bias in original results is assumed, combining original and replication results yielded 68% with statistically significant effects.
5
Replication effects were half the magnitude of original effects, indicating a substantial decline in effect sizes.
6
Replication success was better predicted by the strength of the original evidence than by characteristics of the original or replication research teams.
Research Object
A set of 100 published experimental and correlational psychology studies
Research Subject
Reproducibility of their reported effects, measured via replication effect sizes, statistical significance concordance, confidence-interval agreement, and subjective replication ratings
Publication Details
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2015-08-27
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