4.4 Article

An Agenda for Purely Confirmatory Research

Journal

PERSPECTIVES ON PSYCHOLOGICAL SCIENCE
Volume 7, Issue 6, Pages 632-638

Publisher

SAGE PUBLICATIONS LTD
DOI: 10.1177/1745691612463078

Keywords

confirmatory experiments; wonky statistics; ESP; Bayesian hypothesis test

Ask authors/readers for more resources

The veracity of substantive research claims hinges on the way experimental data are collected and analyzed. In this article, we discuss an uncomfortable fact that threatens the core of psychology's academic enterprise: almost without exception, psychologists do not commit themselves to a method of data analysis before they see the actual data. It then becomes tempting to fine tune the analysis to the data in order to obtain a desired result-a procedure that invalidates the interpretation of the common statistical tests. The extent of the fine tuning varies widely across experiments and experimenters but is almost impossible for reviewers and readers to gauge. To remedy the situation, we propose that researchers preregister their studies and indicate in advance the analyses they intend to conduct. Only these analyses deserve the label confirmatory, and only for these analyses are the common statistical tests valid. Other analyses can be carried out but these should be labeled exploratory. We illustrate our proposal with a confirmatory replication attempt of a study on extrasensory perception.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.4
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available