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The psychological reality of the learned "pā€‰<ā€‰.05" boundary.

Authors :
Rao, V. N. Vimal
Bye, Jeffrey K.
Varma, Sashank
Source :
Cognitive Research: Principles & Implications; 5/3/2024, Vol. 4, p1-12, 12p
Publication Year :
2024

Abstract

The.05 boundary within Null Hypothesis Statistical Testing (NHST) &quot;has made a lot of people very angry and been widely regarded as a bad move&quot; (to quote Douglas Adams). Here, we move past meta-scientific arguments and ask an empirical question: What is the psychological standing of the.05 boundary for statistical significance? We find that graduate students in the psychological sciences show a boundary effect when relating p-values across.05. We propose this psychological boundary is learned through statistical training in NHST and reading a scientific literature replete with &quot;statistical significance&quot;. Consistent with this proposal, undergraduates do not show the same sensitivity to the.05 boundary. Additionally, the size of a graduate student&#39;s boundary effect is not associated with their explicit endorsement of questionable research practices. These findings suggest that training creates distortions in initial processing of p-values, but these might be dampened through scientific processes operating over longer timescales. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
23657464
Volume :
4
Database :
Complementary Index
Journal :
Cognitive Research: Principles & Implications
Publication Type :
Academic Journal
Accession number :
177350345
Full Text :
https://doi.org/10.1186/s41235-024-00553-x