I like Bob Abelson's advice about this: report the alpha level (e..g,
.05) along with the observed p value (.056) and the effect size, and let
the journal editor and reader decide what to make of it. Abelson has a
great explanation of the topic in Chapter 4 of his great book,
Statistics As Principled Argument. He also discusses John Tukey's
suggestion that we call results between p=.05 and p=.15 as leaning
toward significance, and results from p=.15 to p=.25 as hinting toward
significance. Thinking in this way avoids what Abelson calls categoritis
regarding statistical tests and gets students to think about what
statistics do.

Marty Bourgeois
University of Wyoming

-----Original Message-----
From: Rob Flint [mailto:flintr@;mail.strose.edu] 
Sent: Monday, November 11, 2002 5:40 AM
To: Teaching in the Psychological Sciences
Subject: Marginally Significant?

One of my students doing her senior thesis ran her stats and got results
of
.056 and .08 for two different ANOVAs. In the past I have seen published
studies indicating that these are "marginally significant." How do you
deal
with results of this nature? More importantly, do you have any citations
(journals or books) that discuss the value of including/discussing
results
that seem to "approach significance"?

Thanks,

Rob Flint
-------------------------------------------------------------
Robert W. Flint, Jr., Ph.D.
The College of Saint Rose
Department of Psychology
432 Western Avenue
Albany, NY  12203-1490

Office: 518-458-5379
Lab: 518-454-2102
Fax: 518-458-5446

Behavioral Neuroscience Homepage:
http://academic.strose.edu/academic/flintr/
Department of Psychology Homepage:
http://academic.strose.edu/academic/psychology/index.htm


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