Null hypothesis significance testing - On the survival of a flawed method

Authors
Citation
J. Krueger, Null hypothesis significance testing - On the survival of a flawed method, AM PSYCHOL, 56(1), 2001, pp. 16-26
Citations number
48
Categorie Soggetti
Psycology
Journal title
AMERICAN PSYCHOLOGIST
ISSN journal
0003066X → ACNP
Volume
56
Issue
1
Year of publication
2001
Pages
16 - 26
Database
ISI
SICI code
0003-066X(200101)56:1<16:NHST-O>2.0.ZU;2-4
Abstract
Null hypothesis significance testing (NHST) is the researcher's workhorse f or making inductive inferences. This method has often been challenged, has occasionally been defended, and has persistently been used through most Of the history of scientific psychology. This article reviews both the critici sms of NHST and the arguments brought to its defense. The review shows that the criticisms address the logical validity of inferences arising from NHS T, whereas the defenses stress the pragmatic value of these inferences. The author suggests that both critics and apologists implicitly rely on Bayesi an assumptions. When these assumptions are made explicit, the primary chall enge for NHST-and any system of induction- can be confronted. The challenge is to find a solution to the question of replicability.