Hi

I would say the problem is less with individual studies not having enough power 
than with (a) the difficulty of getting replications published, and (b) 
premature conclusion drawing by researchers (often aided and abetted by their 
institution's communication / advertising departments) who cannot wait for 
sufficient replications to be confident about the effects.

It seems pretty clear that insisting on increases in power will decrease the 
number of published studies, including replications.  Not everyone will have 
the resources to have the perhaps very large sample size necessary to carry out 
and publish "ideal" studies.  But what we need is more replication rather than 
less.

I remember with fondness the old J of Experimental Psychology and J of Verbal 
Learning and Verbal Behavior, which would contain numerous studies, some of 
which would be only a few pages long as the important info was Methods and 
Results.  And one still finds these kinds of journals in the natural sciences, 
perhaps accounting for the much better acceptance rates (i.e., lower rejection 
rates) than psychology journals.

Science is a collective effort, but psychology and affiliated disciplines 
appear to have turned it too much towards an emphasis on individual achievement 
(where individual includes research teams).

Take care
Jim

James M. Clark
Professor & Chair of Psychology
[email protected]
Room 4L41A
204-786-9757
204-774-4134 Fax
Dept of Psychology, U of Winnipeg
515 Portage Ave, Winnipeg, MB
R3B 0R4  CANADA


>>> Michael Palij <[email protected]> 10-Apr-13 7:20 AM >>>
A paper published in Nature Reviews Neuroscience reports
a meta-analysis of neuroscience research studies and, in
keeping with old problems with experimental designs used
by people who perhaps don't know what they're doing (e.g.,
failing to appreciate the role of statistical power), report that
they find (a) low levels of statistical power (around .20),
(b) exaggerated effect sizes, and (c) lack or reproducibility.
But don't take my word for it, here is a link to research article:
http://www.nature.com/nrn/journal/vaop/ncurrent/full/nrn3475.html 

NOTE: you'll need to use you institution's library to access
the article.

There are popular media articles that focus on this article which
may be useful in classes such as critical thinking and maybe
even neuroscience; see:
http://www.guardian.co.uk/science/sifting-the-evidence/2013/apr/10/unreliable-neuroscience-power-matters
 

Jack Cohen pointed out some of the problems back in his 1962
review as well as updated them in subsequent publications; see:
http://classes.deonandan.com/hss4303/2010/cohen%201992%20sample%20size.pdf 

Of course, this is problem of researcher education, the politics of
funding research and publishing, and perhaps sociological factors,
such trying to appear more "scientific" -- focusing on brain is
after all more "scientific" than focusing on just behavior or the mind.

-Mike Palij
New York University
[email protected] 

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