Subliminal evaluative conditioning? Above-chance CS identification may be necessary and insufficient for attitude learning.
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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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.”
From Unawareness of Attitudes, Their Environmental Causes, and Their Behavioral Effects (2025) · cites this paper as Stahl et al. 2016
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.”
From Unawareness of Attitudes, Their Environmental Causes, and Their Behavioral Effects (2025) · cites this paper as Stahl et al. 2016
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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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