An Agenda for Purely Confirmatory Research
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Plain English Summary
This paper helped launch the preregistration movement in psychology β and it used ESP research as Exhibit A for why it was needed. The core argument: scientists too often blur the line between exploring data (poking around for interesting patterns) and confirming hypotheses (testing a specific prediction). When you explore first and then present your findings as if they were planned all along, your statistical tests become meaningless β they're rigged in your favor without you even realizing it. The fix? Preregistration: before collecting any data, researchers publicly post exactly what they plan to test and how they'll analyze it. Only those pre-planned analyses count as real confirmatory evidence. To walk the walk, the authors ran their own preregistered replication of Daryl Bem's famous 2011 precognition study, testing 100 women across two sessions of 60 trials each. Using Bayesian statistics (a method that directly measures how much the evidence supports one theory over another), they found strong evidence favoring the "no ESP" explanation β roughly 17 times more likely than precognition under default assumptions. This paper is a landmark because it simultaneously made the case for better scientific methods and delivered a concrete null result against psychic abilities.
Research Notes
Foundational paper in the preregistration movement. Uses Bem's ESP research as the paradigmatic case for why confirmatory/exploratory separation matters. Directly links methodology reform to the psi debate, providing both the theoretical argument and a Bayesian null result against precognition.
Argues that the pervasive confusion between exploratory and confirmatory research threatens psychological science. Proposes preregistration as the primary remedy: researchers publicly post a detailed analysis plan before testing any participants, and only pre-specified analyses qualify as confirmatory with valid statistical inference. Illustrates the proposal with a preregistered Bayesian replication of Bem's (2011) precognition experiment (N=100 women, two sessions of 60 forced-choice trials each). The replication found BF01 = 16.6 (default prior) and BF01 = 6.2 (Bem's knowledge-based prior), both strongly favoring the null hypothesis of no precognition.
Links
Related Papers
Cites
- Feeling the Future: Experimental Evidence for Anomalous Retroactive Influences on Cognition and Affect β Bem, Daryl J (2011)
- False-Positive Psychology: Undisclosed Flexibility in Data Collection and Analysis Allows Presenting Anything as Significant β Simmons, Joseph P (2011)
- Failing the Future: Three Unsuccessful Attempts to Replicate Bem's 'Retroactive Facilitation of Recall' Effect β Ritchie, Stuart J (2012)
- Must Psychologists Change the Way They Analyze Their Data? β Bem, Daryl J (2011)
- Why Most Published Research Findings Are False β Ioannidis, John P.A (2005)
Extends
Companion
- Editors' Introduction to the Special Section on Replicability in Psychological Science: A Crisis of Confidence? β Pashler, Harold (2012)
- Results from a Confirmatory Replication Study of Bem (2011): Precognitive Detection of Erotic Stimuli? β Wagenmakers, Eric-Jan (2012)
- Commentary: Reproducibility in Psychological Science: When Do Psychological Phenomena Exist? β Heino, Matti T. J (2017)
- Fearing the Future of Empirical Psychology: Bem's (2011) Evidence of Psi as a Case Study of Deficiencies in Modal Research Practice β LeBel, Etienne P (2011)
- Must Psychologists Change the Way They Analyze Their Data? β Bem, Daryl J (2011)
- The Garden of Forking Paths: Why Multiple Comparisons Can Be a Problem, Even When There Is No "Fishing Expedition" or "P-Hacking" and the Research Hypothesis Was Posited Ahead of Time β Gelman, Andrew (2013)
Same Research Program
- A Practical Solution to the Pervasive Problems of p Values β Wagenmakers, Eric-Jan (2007)
- Why Psychologists Must Change the Way They Analyze Their Data: The Case of Psi β Wagenmakers, Eric-Jan (2011)
- Results from a Confirmatory Replication Study of Bem (2011): Precognitive Detection of Erotic Stimuli? β Wagenmakers, Eric-Jan (2012)
Also by these authors
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Quantum Aspects of the Brain-Mind Relationship: A Hypothesis with Supporting Evidence
Paranormal beliefs and cognitive function: A systematic review and assessment of study quality across four decades of research
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π Cite this paper
Wagenmakers, Eric-Jan, Wetzels, Ruud, Borsboom, Denny, van der Maas, Han L. J, Kievit, Rogier A (2012). An Agenda for Purely Confirmatory Research. Perspectives on Psychological Science. https://doi.org/10.1177/1745691612463078
@article{wagenmakers_2012_agenda,
title = {An Agenda for Purely Confirmatory Research},
author = {Wagenmakers, Eric-Jan and Wetzels, Ruud and Borsboom, Denny and van der Maas, Han L. J and Kievit, Rogier A},
year = {2012},
journal = {Perspectives on Psychological Science},
doi = {10.1177/1745691612463078},
}