Making replication mainstream
- PMID: 29065933
- DOI: 10.1017/S0140525X17001972
Making replication mainstream
Abstract
Many philosophers of science and methodologists have argued that the ability to repeat studies and obtain similar results is an essential component of science. A finding is elevated from single observation to scientific evidence when the procedures that were used to obtain it can be reproduced and the finding itself can be replicated. Recent replication attempts show that some high profile results - most notably in psychology, but in many other disciplines as well - cannot be replicated consistently. These replication attempts have generated a considerable amount of controversy, and the issue of whether direct replications have value has, in particular, proven to be contentious. However, much of this discussion has occurred in published commentaries and social media outlets, resulting in a fragmented discourse. To address the need for an integrative summary, we review various types of replication studies and then discuss the most commonly voiced concerns about direct replication. We provide detailed responses to these concerns and consider different statistical ways to evaluate replications. We conclude there are no theoretical or statistical obstacles to making direct replication a routine aspect of psychological science.
Keywords: psychological research; replication; reproducibility; research programs.
Comment in
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To make innovations such as replication mainstream, publish them in mainstream journals.Behav Brain Sci. 2018 Jan;41:e126. doi: 10.1017/S0140525X18000614. Behav Brain Sci. 2018. PMID: 31064502
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Don't characterize replications as successes or failures.Behav Brain Sci. 2018 Jan;41:e128. doi: 10.1017/S0140525X18000638. Behav Brain Sci. 2018. PMID: 31064510
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The costs and benefits of replication studies.Behav Brain Sci. 2018 Jan;41:e124. doi: 10.1017/S0140525X18000596. Behav Brain Sci. 2018. PMID: 31064512
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Putting replication in its place.Behav Brain Sci. 2018 Jan;41:e133. doi: 10.1017/S0140525X18000687. Behav Brain Sci. 2018. PMID: 31064513
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Three strong moves to improve research and replications alike.Behav Brain Sci. 2018 Jan;41:e130. doi: 10.1017/S0140525X18000651. Behav Brain Sci. 2018. PMID: 31064514
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A Bayesian decision-making framework for replication.Behav Brain Sci. 2018 Jan;41:e132. doi: 10.1017/S0140525X18000675. Behav Brain Sci. 2018. PMID: 31064517
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How to make replications mainstream.Behav Brain Sci. 2018 Jan;41:e136. doi: 10.1017/S0140525X18000717. Behav Brain Sci. 2018. PMID: 31064518
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If we accept that poor replication rates are mainstream.Behav Brain Sci. 2018 Jan;41:e121. doi: 10.1017/S0140525X18000572. Behav Brain Sci. 2018. PMID: 31064520
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The meaning of a claim is its reproducibility.Behav Brain Sci. 2018 Jan;41:e125. doi: 10.1017/S0140525X18000602. Behav Brain Sci. 2018. PMID: 31064524
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Replications can cause distorted belief in scientific progress.Behav Brain Sci. 2018 Jan;41:e122. doi: 10.1017/S0140525X18000584. Behav Brain Sci. 2018. PMID: 31064528
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Selecting target papers for replication.Behav Brain Sci. 2018 Jan;41:e139. doi: 10.1017/S0140525X18000742. Behav Brain Sci. 2018. PMID: 31064529
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The importance of exact conceptual replications.Behav Brain Sci. 2018 Jan;41:e146. doi: 10.1017/S0140525X18000821. Behav Brain Sci. 2018. PMID: 31064535
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Direct replications in the era of open sampling.Behav Brain Sci. 2018 Jan;41:e144. doi: 10.1017/S0140525X18000808. Behav Brain Sci. 2018. PMID: 31064537
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Data replication matters to an underpowered study, but replicated hypothesis corroboration counts.Behav Brain Sci. 2018 Jan;41:e156. doi: 10.1017/S0140525X18000924. Behav Brain Sci. 2018. PMID: 31064538
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A pragmatist philosophy of psychological science and its implications for replication.Behav Brain Sci. 2018 Jan;41:e127. doi: 10.1017/S0140525X18000626. Behav Brain Sci. 2018. PMID: 31064540
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Replication is already mainstream: Lessons from small-N designs.Behav Brain Sci. 2018 Jan;41:e141. doi: 10.1017/S0140525X18000766. Behav Brain Sci. 2018. PMID: 31064541
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Why replication has more scientific value than original discovery.Behav Brain Sci. 2018 Jan;41:e137. doi: 10.1017/S0140525X18000729. Behav Brain Sci. 2018. PMID: 31064545
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Making replication prestigious.Behav Brain Sci. 2018 Jan;41:e131. doi: 10.1017/S0140525X18000663. Behav Brain Sci. 2018. PMID: 31064546
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Verifiability is a core principle of science.Behav Brain Sci. 2018 Jan;41:e150. doi: 10.1017/S0140525X18000869. Behav Brain Sci. 2018. PMID: 31064548
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Scientific progress is like doing a puzzle, not building a wall.Behav Brain Sci. 2018 Jan;41:e154. doi: 10.1017/S0140525X18000900. Behav Brain Sci. 2018. PMID: 31064550
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The replicability revolution.Behav Brain Sci. 2018 Jan;41:e147. doi: 10.1017/S0140525X18000833. Behav Brain Sci. 2018. PMID: 31064553
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Enhancing research credibility when replication is not feasible.Behav Brain Sci. 2018 Jan;41:e142. doi: 10.1017/S0140525X18000778. Behav Brain Sci. 2018. PMID: 31064554
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Conceptualizing and evaluating replication across domains of behavioral research.Behav Brain Sci. 2018 Jan;41:e152. doi: 10.1017/S0140525X18000882. Behav Brain Sci. 2018. PMID: 31064558
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What have we learned? What can we learn?Behav Brain Sci. 2018 Jan;41:e151. doi: 10.1017/S0140525X18000870. Behav Brain Sci. 2018. PMID: 31064559
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You are not your data.Behav Brain Sci. 2018 Jan;41:e145. doi: 10.1017/S0140525X1800081X. Behav Brain Sci. 2018. PMID: 31064560
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Holding replication studies to mainstream standards of evidence.Behav Brain Sci. 2018 Jan;41:e155. doi: 10.1017/S0140525X18000912. Behav Brain Sci. 2018. PMID: 31064562
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Introducing a replication-first rule for Ph.D. projects.Behav Brain Sci. 2018 Jan;41:e138. doi: 10.1017/S0140525X18000730. Behav Brain Sci. 2018. PMID: 31064570
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Strong scientific theorizing is needed to improve replicability in psychological science.Behav Brain Sci. 2018 Jan;41:e123. doi: 10.1017/S0140525X1800078X. Behav Brain Sci. 2018. PMID: 31064576
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Bayesian belief updating after a replication experiment.Behav Brain Sci. 2018 Jan;41:e134. doi: 10.1017/S0140525X18000699. Behav Brain Sci. 2018. PMID: 31064577
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Verify original results through reanalysis before replicating.Behav Brain Sci. 2018 Jan;41:e143. doi: 10.1017/S0140525X18000791. Behav Brain Sci. 2018. PMID: 31064583
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An argument for how (and why) to incentivise replication.Behav Brain Sci. 2018 Jan;41:e135. doi: 10.1017/S0140525X18000705. Behav Brain Sci. 2018. PMID: 31064588
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What the replication reformation wrought.Behav Brain Sci. 2018 Jan;41:e149. doi: 10.1017/S0140525X18000857. Behav Brain Sci. 2018. PMID: 31064594
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Direct replication and clinical psychological science.Behav Brain Sci. 2018 Jan;41:e140. doi: 10.1017/S0140525X18000754. Behav Brain Sci. 2018. PMID: 31064599
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Making prepublication independent replication mainstream.Behav Brain Sci. 2018 Jan;41:e153. doi: 10.1017/S0140525X18000894. Behav Brain Sci. 2018. PMID: 31064608
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Constraints on generality statements are needed to define direct replication.Behav Brain Sci. 2018 Jan;41:e148. doi: 10.1017/S0140525X18000845. Behav Brain Sci. 2018. PMID: 31064609
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