title: Correcting for measurement error in detecting unconscious cognition: comment on Draine and Greenwald (1998)
abstract: A. G. Greenwald, M. R. Klinger, and E. S. Schuh (1995) have proposed a regression method for detecting unconscious cognition in experiments that obtain measures of indirect and direct effects of stimuli with suspected unconscious effects. Their indirect-on-direct-measure regression approach can produce misleading evidence for indirect effects in the absence of direct effects when the direct-effect measure has typical measurement error. This article describes an errors-in-variables variant of the regression method that corrects for error in the direct-effect measure. Applied to the uses of the regression method by S. C. Draine and A. G. Greenwald (1998) in this issue, the errors-in-variables method affirms substantial evidence for indirect effects in the absence of direct effects.
authors.affiliation: Rheinische Friedrich-Wilhelms-Universität Bonn, Germany. christoph.klauer@uni-bonn.de
authors.forename: K C
authors.initials: KC
authors.lastname: Klauer
authors.forename: A G
authors.initials: AG
authors.lastname: Greenwald
authors.forename: S C
authors.initials: SC
authors.lastname: Draine
mesh_terms: D003071:Cognition; D006801:Humans; D012107:Research Design; D012659:Semantic Differential; D013360:Subliminal Stimulation; D014473:Unconscious, Psychology