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Autor/inn/enMasson, Michael E. J.; Rotello, Caren M.
TitelSources of Bias in the Goodman-Kruskal Gamma Coefficient Measure of Association: Implications for Studies of Metacognitive Processes
QuelleIn: Journal of Experimental Psychology: Learning, Memory, and Cognition, 35 (2009) 2, S.509-527 (19 Seiten)
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Spracheenglisch
Dokumenttypgedruckt; online; Zeitschriftenaufsatz
ISSN0278-7393
DOI10.1037/a0014876
SchlagwörterPerception; Bias; Theories; Response Style (Tests); Metacognition; Measurement; Probability; Simulation
AbstractIn many cognitive, metacognitive, and perceptual tasks, measurement of performance or prediction accuracy may be influenced by response bias. Signal detection theory provides a means of assessing discrimination accuracy independent of such bias, but its application crucially depends on distributional assumptions. The Goodman-Kruskal gamma coefficient, "G", has been proposed as an alternative means of measuring accuracy that is free of distributional assumptions. This measure is widely used with tasks that assess metamemory or metacognition performance. The authors demonstrate that the empirically determined value of "G" systematically deviates from its actual value under realistic conditions. A distribution-specific variant of "G", called "G[subscript c]", is introduced to show why this bias arises. The findings imply that caution is needed when using "G" as a measure of accuracy, and alternative measures are recommended. (Contains 5 tables, 11 figures and 3 footnotes.) (As Provided).
AnmerkungenAmerican Psychological Association. Journals Department, 750 First Street NE, Washington, DC 20002-4242. Tel: 800-374-2721; Tel: 202-336-5510; Fax: 202-336-5502; e-mail: order@apa.org; Web site: http://www.apa.org/publications
Erfasst vonERIC (Education Resources Information Center), Washington, DC
Update2017/4/10
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