Cited by 66Social and Intergroup PsychologyMemory and Neural MechanismsNeural and Behavioral Psychology Studies

Subliminal evaluative conditioning? Above-chance CS identification may be necessary and insufficient for attitude learning.

Stahl, Christoph, Haaf, Julia, Corneille, Olivier·2016·Journal of Experimental Psychology: General

Abstract

Previous research has claimed that evaluative conditioning (EC) effects may obtain in the absence of perceptual identification of conditioned stimuli (CSs). A recent meta-analysis suggested similar effect sizes for supra- and subliminal CSs, but this was based on a small body of evidence (k = 8 studies; Hofmann, De Houwer, Perugini, Baeyens, & Crombez, 2010). We critically discuss this prior evidence, and then report and discuss 6 experimental studies that investigate EC effects for briefly presented CSs using more stringent methods. Across these studies, we varied CS duration, the presence or absence of masking, the presence or absence of a CS identification check, CS material, and the instructions communicated to participants. EC effects for longer-duration CSs were modulated by attention to the CS-US pairing. Across studies, we were consistently unable to obtain EC for briefly presented CSs. In most studies, this pattern was observed despite above-chance perceptual identification of the CSs. A meta-analysis conducted across the 27 experimental conditions supported the null hypothesis of no EC for perceptually unidentified CSs. We conclude that EC effects for briefly presented and masked CSs are either not robust, are very small, or are limited to specific conditions that remain to be identified (or any combination of these). (PsycINFO Database Record

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Crossref · 10.1037/xge0000191

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  • Recent studies relying on stronger designs and adequate measures of awareness have generally failed to support subliminal EC.

    “Recent studies relying on stronger designs and adequate measures of awareness have generally failed to support subliminal EC.”
  • Stahl et al. (2016) found EC effects only for CS exposures associated with high CS identification performance and high attention.

    “These authors found EC effects only for CS exposures associated with high CS identification performance and high attention.”

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References 78 · Cited by 66

Authors
Stahl, C., Haaf, J., & Corneille, O.
Affiliations
  • University of Cologne (DE)
  • UCLouvain (BE)
Venue
Journal of Experimental Psychology: General
Published
2016-09
Volume
145
Issue
9
Pages
1107-1131
ISSN
  • 0096-3445 (ISSN-L)
  • 1939-2222
OpenAlex
W2461539162
Cited by
66
References
78
Citations by year
2026: 5 · 2025: 3 · 2024: 6 · 2023: 6 · 2022: 8 · 2021: 2 · 2020: 6 · 2019: 7 · 2018: 12 · 2017: 7 · 2016: 4
FWCI
28.52
Type
journal article
Language
en
Open access
closed
Locations
  • Journal of Experimental Psychology General (publishedVersion)
  • PubMed (publishedVersion)
  • Kölner Universitäts PublikationsServer (Universität zu Köln) (publishedVersion)
  • DIAL (Catholic University of Leuven) (submittedVersion)
Funders
Deutsche Forschungsgemeinschaft (1269/3-1)
Topics
  • Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
  • Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
Keywords
evaluative conditioning, subliminal perception, perceptual identification, attitude learning, conditioned stimulus duration, visual masking, null hypothesis, meta-analysis critique
MeSH terms
Adult, Attention, Attitude, Awareness, Conditioning, Psychological, Female, Humans, Learning, Male, Students, Subliminal Stimulation, Time Factors, Young Adult

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