Awareness of implicit attitudes.
Open accessAbstract
Research on implicit attitudes has raised questions about how well people know their own attitudes. Most research on this question has focused on the correspondence between measures of implicit attitudes and measures of explicit attitudes, with low correspondence interpreted as showing that people have little awareness of their implicit attitudes. We took a different approach and directly asked participants to predict their results on upcoming Implicit Association Test (IAT) measures of implicit attitudes toward 5 social groups. We found that participants were surprisingly accurate in their predictions. Across 4 studies, predictions were accurate regardless of whether implicit attitudes were described as true attitudes or culturally learned associations (Studies 1 and 2), regardless of whether predictions were made as specific response patterns (Study 1) or as conceptual responses (Studies 2-4), and regardless of how much experience or explanation participants received before making their predictions (Study 4). Study 3 further suggested that participants' predictions reflected unique insight into their own implicit responses, beyond intuitions about how people in general might respond. Prediction accuracy occurred despite generally low correspondence between implicit and explicit measures of attitudes, as found in prior research. Altogether, the research findings cast doubt on the belief that attitudes or evaluations measured by the IAT necessarily reflect unconscious attitudes.
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Hahn et al. (2014) found that participants showed high accuracy in predicting their IAT scores regardless of prior experience with the IAT, amount of information received about the IAT, and whether the IAT was introduced as a measure of true beliefs or cultural associations.
“Participants showed high accuracy in predicting their IAT scores regardless of their prior ex- perience with the IAT, regardless of how much information they received about the IAT, and regardless of whether the IAT was introduced as a measure of true beliefs or cultural associa- tions (see Gawronski et al. 2008, Olson et al. 2009).”
From Unawareness of Attitudes, Their Environmental Causes, and Their Behavioral Effects (2025) · cites this paper as Hahn et al. (2014)
Study 4’s Results report accurate IAT-score predictions across conditions, with no effect of the amount of explanation or practice-test experience. Study 1’s Results report little effect of introducing the IAT as measuring true attitudes rather than cultural associations. But Study 4’s Discussion says participants were not asked about their pre-study IAT experience; the paper supports a finding about experience provided during the study, not accuracy regardless of prior experience. (LLM, conf=0.88)
Experimental — accuracy not yet measuredHahn et al. (2014) found that participants showed high accuracy in predicting their personal patterns of IAT scores at a within-subjects level, but were much less accurate in predicting their scores on a particular IAT at a between-subjects level.
“participants showed high accuracy in predicting their personal patterns of IAT scores at a within-subjects level, but they were much less accurate in predicting their scores on a particular IAT at a between-subjects level.”
From Unawareness of Attitudes, Their Environmental Causes, and Their Behavioral Effects (2025) · cites this paper as Hahn et al. (2014)
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- Authors
- Hahn, A., Judd, C. M., Hirsh, H. K., & Blair, I. V.
- Affiliations
- Western University (CA)
- University of Colorado Boulder (US)
- Venue
- Journal of Experimental Psychology: General
- Published
- 2014-06
- Volume
- 143
- Issue
- 3
- Pages
- 1369-1392
- ISSN
- 0096-3445 (ISSN-L)
- 1939-2222
- PMC
- PMC4038711
- OpenAlex
- W2122867385
- Cited by
- 414
- References
- 8
- Citations by year
- 2026: 28 · 2025: 15 · 2024: 38 · 2023: 66 · 2022: 38 · 2021: 36 · 2020: 73 · 2019: 21 · 2018: 31 · 2017: 30 · 2016: 11 · 2015: 14 · 2014: 9 · 2012: 2
- FWCI
- 35.10
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Experimental Psychology General (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- German National Academic Foundation
- University of Colorado Boulder Graduate School
- National Institutes of Health (HL088198)
- Topics
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Keywords
- implicit attitudes, self-awareness, Implicit Association Test, attitude prediction, explicit attitudes, unconscious attitudes, self-knowledge
- MeSH terms
- Adolescent, Adult, Attitude, Awareness, Female, Humans, Male, Self-Assessment, Young Adult
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