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abstract: 'I describe and question the argument that in psychological research, the significance test should be replaced (or, at least, supplemented) by a more informative index (viz., effect size or statistical power) in the case of theory-corroboration experimentation because it has been made on the basis of some debatable assumptions about the rationale of scientific investigation. The rationale of theory-corroboration experimentation requires nothing more than a binary decision about the relation between two variables. This binary decision supplies the minor premise for the syllogism implicated when a theory is being tested. Some metatheoretical considerations reveal that the magnitude of the effect-size estimate is not a satisfactory alternative to the significance test.'
altloc:
- http://uregina.ca/~chowsl/pub_papers/SIGTEST.htm
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creators_name:
- family: Chow
given: Siu L.
honourific: ''
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date: 1988
date_type: published
datestamp: 1999-08-07
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keywords: 'statistical significance, effect size, statistical power, meta-analysis, modus tollens, the sample-size problem, theeffect-size problem, the substantive-significance problem, theory corroboration'
lastmod: 2011-03-11 08:54:18
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number: 1
pagerange: 105-110
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publication: Psychological Bulletin
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rev_number: 8
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status_changed: 2007-09-12 16:34:51
subjects:
- cog-psy
- phil-sci
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title: Significance Test or Effect Size?
type: journalp
userid: 141
volume: 103