An Agenda for Purely Confirmatory Research

被引:609
作者
Wagenmakers, Eric-Jan [1 ]
Wetzels, Ruud [1 ]
Borsboom, Denny [1 ]
van der Maas, Han L. J. [1 ]
Kievit, Rogier A. [1 ]
机构
[1] Univ Amsterdam, Dept Psychol Methods, NL-1018 XA Amsterdam, Netherlands
关键词
confirmatory experiments; wonky statistics; ESP; Bayesian hypothesis test; PUBLICATION DECISIONS; PSYCHOLOGY; TESTS; INCENTIVES; TRUTH;
D O I
10.1177/1745691612463078
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
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.
引用
收藏
页码:632 / 638
页数:7
相关论文
共 46 条
[1]  
Anderson DR, 2001, WILDLIFE SOC B, V29, P311
[2]   The Rules of the Game Called Psychological Science [J].
Bakker, Marjan ;
van Dijk, Annette ;
Wicherts, Jelte M. .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2012, 7 (06) :543-554
[3]   Raise standards for preclinical cancer research [J].
Begley, C. Glenn ;
Ellis, Lee M. .
NATURE, 2012, 483 (7391) :531-533
[4]   Must Psychologists Change the Way They Analyze Their Data? [J].
Bem, Daryl J. ;
Utts, Jessica ;
Johnson, Wesley O. .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 2011, 101 (04) :716-719
[5]   Feeling the Future: Experimental Evidence for Anomalous Retroactive Influences on Cognition and Affect [J].
Bem, Daryl J. .
JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY, 2011, 100 (03) :407-425
[6]   Psychology's Bold Initiative [J].
Carpenter, Siri .
SCIENCE, 2012, 335 (6076) :1558-1561
[7]   Bayesian Versus Orthodox Statistics: Which Side Are You On? [J].
Dienes, Zoltan .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2011, 6 (03) :274-290
[8]   BAYESIAN STATISTICAL-INFERENCE FOR PSYCHOLOGICAL-RESEARCH [J].
EDWARDS, W ;
LINDMAN, H ;
SAVAGE, LJ .
PSYCHOLOGICAL REVIEW, 1963, 70 (03) :193-242
[9]  
Feynman RP., 1974, ENG SCI, V37, P10, DOI DOI 10.1037/ARC0000076
[10]   Teaching Replication [J].
Frank, Michael C. ;
Saxe, Rebecca .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2012, 7 (06) :600-604