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An Agenda for Purely Confirmatory Research

πŸ“„ Original study β†—
Wagenmakers, Eric-Jan, Wetzels, Ruud, Borsboom, Denny, van der Maas, Han L. J, Kievit, Rogier A β€’ 2012 Modern Era β€’ methodology

πŸ“Œ Appears in:

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.

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πŸ“‹ Cite this paper
APA
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
BibTeX
@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},
}