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The Single Category Implicit Association Test as a measure of implicit social cognition.
Abstract
The Single Category Implicit Association Test (SC-IAT) is a modification of the Implicit Association Test that measures the strength of evaluative associations with a single attitude object. Across 3 different attitude domains--soda brand preferences, self-esteem, and racial attitudes--the authors found evidence that the SC-IAT is internally consistent and makes unique contributions in the ability to understand implicit social cognition. In a 4th study, the authors investigated the susceptibility of the SC-IAT to faking or self-presentational concerns. Once participants with high error rates were removed, no significant self-presentation effect was observed. These results provide initial evidence for the reliability and validity of the SC-IAT as an individual difference measure of implicit social cognition.
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“The reliability of the SC-IAT is comparable to the usual reliability of IAT measurements [17].”
From Explicit and implicit attachment and the outcomes of acceptance and commitment therapy and cognitive behavioral therapy for depression (2020) · cites this paper as [17]
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MethodInfluentialImplicit social cognition: from measures to mechanisms
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MethodThe Bias of Crowds: How Implicit Bias Bridges Personal and Systemic Prejudice
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“To improve the IAT’s ability to measure personal attitudes, Karpinski and Steinman (2006) modified the IAT to use a single category, and Olson and Fazio (2004) modified the IAT to require more personalized categorizations of the stimuli (e.g., “I like/I don’t like” as opposed to…”
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BackgroundMethodInfluentialUntangling the Links between Narcissism and Self‐esteem: A Theoretical and Empirical Review
Bosson, J. K., Lakey, C. E., Campbell, W. K., Zeigler‐Hill, V., Jordan, C. H., & Kernis, M. H. (2008) · Social and Personality Psychology Compass · doi:10.1111/j.1751-9004.2008.00089.x · Cited by 314
“…Publishing Ltd Note, though, that as interest in implicit attitudes grows, researchers develop new instruments and refine existing ones with the goal of improving their reliability and predictive validity (e.g., Greenwald, Nosek, & Banaji, 2003; Karpinski & Steinman, 2006; Nosek & Banaji, 2001).”
What Do Implicit Measures Tell Us?: Scrutinizing the Validity of Three Common Assumptions
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“We assessed participants’ automatic affective reactions toward peanut mm Karpinski & Steinman, 2006 ).”
BackgroundMethodMental Representations of Social Values
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“…priming (Fazio, Sanbonmatsu, Powell, & Kardes, 1986), the Implicit Association Test (IAT) and its variants (Greenwald, McGhee, & Schwartz, 1998; Karpinski & Steinman, 2006), the Extrinsic Affective Simon Task (EAST, De Houwer, 2003), or the Affect Misattribution Procedure (AMP, Payne, Cheng,…”
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“…size task (Stapel & Blanton, 2004), the Extrinsic Affective Simon Task (De Houwer, 2003), the Implicit Self-Evaluation Survey (Pelham & Hetts, 1999), the single category IAT (Karpinski & Steinman, 2006), and the Breadth-Based Adjective Rating Task (Karpinski, Steinberg, Versek, & Alloy, 2007).”
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“Kim, D.Y. (2003). Voluntary controllability of the Implicit Association Test (IAT). Social Psychology Quarterly, 83−96. Klauer, K.C., & Teige-Mocigemba, S. (2007). Controllability and resource dependence in automatic evaluation. Journal of Experimental Social Psychology, 43(4), 648−655. Klein, A.M., Becker, E.S., & Ri…”
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“A singlecategory IAT was developed for these conditions [ 31 ].”
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Conner, M. T., Perugini, M., O'Gorman, R., Ayres, K., & Prestwich, A. (2007) · Personality and Social Psychology Bulletin · doi:10.1177/0146167207309194 · Cited by 129
“In hindsight, a single-category IAT ( Karpinski & Steinman, 2006 ) that does not need a contrast category might have been a better suited paradigm for Study 1. A similar argument cannot be made for the EAST, which does not use a comparison category and did show predictive validity in Study 1.”
BackgroundAssessment of Individual Differences in Implicit Cognition A Review of IAT Measures
Schnabel, K., Asendorpf, J., & Greenwald, A. (2008) · European Journal of Psychological Assessment · doi:10.1027/1015-5759.24.4.210 · Cited by 129
“Single Category IATs (SC-IATs; Karpinski & Steinman, 2006; Nosek & Banaji, 2001; Penke, Eichstaedt, & Asendorpf, 2006) use one unipolar (e.g., “Coke”) and one bipolar concept (e.g., positive vs. negative) and were developed for the assessment of associations with concepts that do not have a natural…”
InfluentialHouben, K., & Jansen, A. (2015) · Appetite · doi:10.1016/j.appet.2015.01.005 · Cited by 127
“Single-category implicit association test A Single-Category Implicit Association Test (SCIAT; Karpinski & Steinman, 2006) was used to assess implicit associations between chocolate and stopping versus going.”
MethodGetting Explicit About the Implicit
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“The implicit racial stereotypes of the job recruiters were further assessed using the IAT.”
MethodInfluentialImplicit Attitudes, Explicit Choices: When Subliminal Priming Predicts Candidate Preference
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Richetin, J., Costantini, G., Perugini, M., & Schönbrodt, F. (2015) · PLoS ONE · doi:10.1371/journal.pone.0129601 · Cited by 119
“Finally, although we tested the algorithms on data from two different IATs, there are other variants such as the personalized IAT without error feedback [40] or the ST-IAT [41].”
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“This suggests that different paradigms such as the unipolar concept IAT (SA‐IAT; Penke, Eichstaedt, & Asendorpf, 2006 ; SC‐IAT; Karpinski & Steinman, 2006 ; ST‐IAT; Wigboldus, Holland, & Van Knippenberg, 2005 ), which does not need a contrast target or attribute category, could be useful, at least in the domain of foo…”
BackgroundReliability of Implicit Self–Esteem Measures Revisited
Krause, S., Back, M., Egloff, B., & Schmukle, S. (2011) · European Journal of Personality · doi:10.1002/per.792 · Cited by 117
“E-mail: sascha.krause@uni-muenster.de 1Although the Single-Category Implicit Association Test (SC-IAT; Karpinski & Steinman, 2006) slightly outperformed the standard selfesteem IATwith regard to internal consistency, its 6-month temporal stability was substantially lower.”
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“The GNAT is an implicit association measure which, similar to the SC-IAT (Karpinski & Stienman, 2006), measures a single association between two target categories.”
MethodWhen a Threat to the Brand Is a Threat to the Self
Lisjak, M., Lee, A. Y., & Gardner, W. L. (2012) · Personality and Social Psychology Bulletin · doi:10.1177/0146167212445300 · Cited by 125
“Participants first completed the single category self-esteem IAT, a variant of the IAT that includes only a single category (Karpinski & Steinman, 2006).”
MethodResultFu, H.-L., & Liu, X.-J. (2017) · doi:10.3390/w9110846 · Cited by 113
“In order to avoid influence from extreme outliers, the data with response times of less than 350 milliseconds and more than 2000 milliseconds are also removed [13].”
How Advergame Content Influences Explicit and Implicit Brand Attitudes: When Violence Spills Over
Waiguny, M. K. J., Nelson, M. R., & Marko, B. (2013) · Journal of Advertising · doi:10.1080/00913367.2013.774590 · Cited by 113
“Instead, it allows the researcher to measure the D score within only one category or target (Karpinski and Steinman 2006) but uses the same procedure as the traditional IAT by measuring reaction time and errors (Greenwald, Nosek, and Banaji 2003).”
MethodResultThe effects of an imagery intervention on implicit and explicit exercise attitudes
Markland, D., Hall, C., Duncan, L., & Simatovic, J. (2015) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2014.11.007 · Cited by 111
“The choice of an appropriate contrast to the object or concept of interest is critical but straightforward for many research questions, but for others it can be more difficult (Karpinski & Steinman, 2006).”
Devos, T., Gavin, K., & Quintana, F.-J. (2010) · Cultural diversity & ethnic minority psychology · doi:10.1037/a0015868 · Cited by 111
“Several techniques have been developed to provide more independent assessments of associations (e.g., De Houwer, 2003; Karpinski & Steinman, 2006; Nosek & Banaji, 2001).”
MethodWhat are the Biases in My Word Embedding?
Swinger, N., De-Arteaga, M., Heffernan, N., Leiserson, M. D. M., & Kalai, A. (2018) · AAAI/ACM Conference on AI, Ethics, and Society · doi:10.1145/3306618.3314270 · Cited by 110
“…written in our notation as, In studies of human biases, the combinatorial explosion in groups can be avoided by teasing apart Single-Category IATs which assess associations one group at a time (e.g. Karpinski and Steinman, 2006; Penke, Eichstaedt, and Asendorpf, 2006; Bluemke and Friese, 2008).”
BackgroundLillis, J., Levin, M. E., & Hayes, S. (2010) · Journal of Health Psychology · doi:10.1177/1359105310388321 · Cited by 110
The Influence of University Students' Stress Mindsets on Health and Performance Outcomes.
Keech, J. J., Hagger, M., O'Callaghan, F., & Hamilton, K. (2018) · Annals of Behavioral Medicine · doi:10.1093/abm/kay008 · Cited by 109
“A single category implicit association test (SC-IAT) based on Karpinski and Steinman’s (43) original measure was developed to measure implicit beliefs of stress as enhancing or debilitating.”
InfluentialBehavioral and Neural Evidence of the Rewarding Value of Exercise Behaviors: A Systematic Review
Cheval, B., Radel, R., Neva, J., Boyd, L., Swinnen, S., Sander, D., & Boisgontier, M. (2018) · Sports Medicine · doi:10.1007/s40279-018-0898-0 · Cited by 109
“Using the Single Category Implicit Association Test (SC-IAT) [103], a variant of the IAT enabling the measurement of attitudes toward a specific target concept (e.”
InfluentialImplicitly positive about alcohol? Implicit positive associations predict drinking behavior.
Houben, K., & Wiers, R. (2008) · Addictive Behaviours · doi:10.1016/j.addbeh.2008.03.002 · Cited by 108
“To further resolve this issue, we also measured implicit attitudes toward alcohol with a non-relative variant of the IAT, the Single Target IAT (ST-IAT; Wigboldus, Holland, & van Knippenberg, 2006; see also Karpinski & Steinman, 2006).”
MethodVahey, N., Barnes-Holmes, D., Barnes-Holmes, Y., & Stewart, I. (2009) · The Psychological Record · doi:10.1007/bf03395670 · Cited by 105
“…2000; Franck, De Raedt, & De Houwer, 2007; Franck, De Raedt, Dereu, & Van den Abbeele, 2007; Glen & Banse, 2004; Greenwald & Farnham, 2000; Karpinski & Steinman, 2006; Nosek, Greenwald, & Banaji, 2007), it was anticipated that there would be a weak to moderate positive correlation between…”
BackgroundPredicting voting behavior with implicit attitude measures: the 2002 German parliamentary election.
Friese, M., Bluemke, M., & Wänke, M. (2007) · Experimental Psychology · doi:10.1027/1618-3169.54.4.247 · Cited by 105
“54(4):247–255 © 2007 Hogrefe & Huber Publishers A very similar measure has recently been introduced by Karpinski and Steinman (2006), termed the Single Category IAT.”
BackgroundMethodInfluentialAdams, R. C., Lawrence, N., Verbruggen, F., & Chambers, C. (2016) · Appetite · doi:10.1016/j.appet.2016.11.014 · Cited by 105
“…negative implicit attitude towards chocolate (measured using two unipolar, Single-Category Implicit Association Tests [SC-IAT]; Greenwald, McGhee, & Schwartz, 1998; Houben, Roefs, & Jansen, 2010; Karpinsky & Steinman, 2006 and also that they would consume fewer calories in a bogus taste test.”
Diamantopoulos, A., Florack, A., Halkias, G., & Palcu, J. (2017) · Journal of International Business Studies · doi:10.1057/s41267-017-0085-9 · Cited by 103
The Sorting Paired Features Task
Bar‐Anan, Y., Nosek, B. A., & Vianello, M. (2009) · Experimental Psychology (formerly Zeitschrift für Experimentelle Psychologie) · doi:10.1027/1618-3169.56.5.329 · Cited by 102
If you want to develop an effective autism training, ask autistic students to help you
Gillespie-Lynch, K., Bisson, J. B., Saade, S., Obeid, R., Kofner, B., Harrison, A. J., Daou, N., Tricarico, N., Santos, J. D., Pinkava, W., et al. (2021) · Autism · doi:10.1177/13623613211041006 · Cited by 101
“The Implicit Association Test (IAT) is one of the most widely used measures of implicit attitudes (Karpinski & Steinman, 2006).”
BackgroundMethodInfluentialThink Leader, Think White? Capturing and Weakening an Implicit Pro-White Leadership Bias
Gündemir, S., Homan, A. C., Dreu, C. K. W. D., & van Vugt, M. (2014) · PLoS ONE · doi:10.1371/journal.pone.0083915 · Cited by 126
“The test blocks had a key-distribution of 2:2:3 (or 3:2:2) in order to avoid a response bias potentially caused by equal frequencies of correct responses per key [66].”
BackgroundThe Implicit Association Test and sociolinguistic meaning
Campbell-Kibler, K. (2012) · Lingua · doi:10.1016/j.lingua.2012.01.002 · Cited by 101
The Stigmatization of Non-Suicidal Self-Injury
Burke, T. A., Piccirillo, M., Moore-Berg, S., Alloy, L., & Heimberg, R. (2018) · Journal of Clinical Psychology · doi:10.1002/jclp.22713 · Cited by 97
“Exclusion criteria were implemented using the recommendations for the IAT (Greenwald et al., 2001) and the SC ‐ IAT (Karpinski & Steinman, 2006).”
InfluentialHuman Infant Faces Provoke Implicit Positive Affective Responses in Parents and Non-Parents Alike
Senese, V. P., De Falco, S., Bornstein, M. H., Caria, A., Buffolino, S., & Venuti, P. (2013) · PLoS ONE · doi:10.1371/journal.pone.0080379 · Cited by 96
“Following Karpinski and Steinman [53], four SC-IATs were adapted to evaluate automatic reactions to human and nonhuman infant and adult faces.”
MethodBrener, L., von Hippel, W., & Kippax, S. (2007) · International Journal of Drug Policy · doi:10.1016/j.drugpo.2007.01.006 · Cited by 95
Chevance, G., Bernard, P., Chamberland, P.-É., & Rebar, A. L. (2019) · Health Psychology Review · doi:10.1080/17437199.2019.1618726 · Cited by 121
“…± 11 years 69% female MBMI = 34 ± 9 kg/m 2 MPA = 6073 ± 2730 average daily steps across 7 days Retrospective (1 week) Task: Single Category Implicit Association Test (SC-IAT; Karpinski & Steinman, 2006) Stimuli: words Categories: ‘activity’, ‘I like’, and ‘I dislike’ Scoring procedure: D-Score…”
BackgroundMethodInfluentialWilson, M., & Scior, K. (2015) · PLoS ONE · doi:10.1371/journal.pone.0137902 · Cited by 94
von Hippel, W., Brener, L., & von Hippel, C. (2008) · Psychological Science · doi:10.1111/j.1467-9280.2008.02037.x · Cited by 93
“After finishing these self-report items, participants completed the Single Category Implicit Association Test (SC-IAT; Karpinski & Steinman, 2007), which measured implicit attitudes toward IDUs.”
MethodInfluentialPuvia, E., & Vaes, J. (2012) · Sex Roles · doi:10.1007/s11199-012-0255-y · Cited by 93
“Vaes and colleagues (2011) used a Single-Category Implicit Association Test (i.e., SC-IAT; Karpinski and Steinman 2006) to assess the extent to which sexually objectified women were associated with uniquely human (e.”
InfluentialThe rich—love them or hate them? Divergent implicit and explicit attitudes toward the wealthy
Horwitz, S. R., & Dovidio, J. F. (2015) · Group Processes & Intergroup Relations · doi:10.1177/1368430215596075 · Cited by 114
“To measure implicit attitudes, participants completed two SC-IATs, a Rich SC-IAT and Middle-Class SC-IAT (in counterbalanced order across participants), following the procedure of Karpinski and Steinman (2006).”
MethodGender Bias in Word Embeddings
Caliskan, A., Ajay, P. P., Charlesworth, T. E. S., Wolfe, R., & Banaji, M. R. (2022) · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · doi:10.1145/3514094.3534162 · Cited by 84
“The method builds from the same logic as the Single-Category Implicit Association Test (SC-IAT) [32] used with human participants, and the relative associations can be interpreted roughly in comparison to statistics such as Cohen’s 𝑑 effect sizes.”
MethodGender differences in implicit self-esteem following a romantic partner’s success or failure.
Ratliff, K. A., & Oishi, S. (2013) · Journal of Personality and Social Psychology · doi:10.1037/a0033769 · Cited by 113
“Participants' implicit self-esteem was measured using a single-category Implicit Association Test (SC-IAT; Karpinski & Steinman, 2006).”
MethodGifted and Maladjusted? Implicit Attitudes and Automatic Associations Related to Gifted Children
Preckel, F., Baudson, T. G., Krolak-Schwerdt, S., & Glock, S. (2015) · American Educational Research Journal · doi:10.3102/0002831215596413 · Cited by 88
“We assessed automatic associations between giftedness and high intellectual ability or adjustment difficulties using two different single-target Implicit Association Tests (ST-IATs; Karpinski & Steinman, 2006).”
MethodUnderstanding Implicit Bias: Putting the Criticism into Perspective
Brownstein, M., Madva, A., & Gawronski, B. (2020) · Pacific philosophical quarterly · doi:10.1111/papq.12302 · Cited by 98
“Specifically, they find an average correspondence of r = 0.37 when they restrict their analysis to studies using a standard IAT rather than an IAT variant, like the ‘Single-Category’ IAT (Karpinski and Steinman 2006), a relative and graded measure of behavior (e.g., deciding precisely how much money to donate to a bla…”
MethodInfluentialUsing Implicit Association Tests for the Assessment of Implicit Personality Self-Concept
Schnabel, K., Asendorpf, J., & Greenwald, A. (2007) · SAGE Publications Ltd eBooks · doi:10.4135/9781849200479.n24 · Cited by 84
“Also, it is not clear whether response windows as suggested by Karpinski and Steinman (2006) really decrease the likelihood that participants engage in such unwanted processing of the stimuli.”
BackgroundResultInfluentialTeachers’ attitudes towards ethnic minority students: Effects of schools’ cultural diversity
Glock, S., Kovacs, C., & Cate, I. P.-T. (2018) · British Journal of Educational Psychology · doi:10.1111/bjep.12248 · Cited by 100
Twenty-Five Years of Research Using Implicit Measures
Gawronski, B., Houwer, J. D., & Sherman, J. W. (2020) · Social Cognition · doi:10.1521/soco.2020.38.supp.s1 · Cited by 114
“Overview of Currently Available Implicit Measures Measurement Instrument Reference Action Interference Paradigm Banse et al. (2010) Affect Misattribution Procedure Payne et al. (2005) Approach-Avoidance Task Chen & Bargh (1999) Brief Implicit Association Test Sriram & Greenwald (2009) Evaluative Movement Assessment Br…”
BackgroundChevance, G., Héraud, N., Guerrieri, A., Rebar, A. L., & Boiché, J. C. S. (2017) · Psychology of sport and exercise · doi:10.1016/j.psychsport.2017.04.007 · Cited by 90
“To this aim, some researchers utilized a variant of the IAT, the Single Category Implicit Association Test (SCIAT), to assess implicit attitudes toward physical activity or sedentary behavior only (Karpinski & Steinman, 2006).”
MethodA Memory-Theory Perspective of Country-Image Formation
Lee, R., Lockshin, L., & Greenacre, L. (2015) · Journal of International Marketing · doi:10.1509/jim.15.0079 · Cited by 87
Effects of induced anger in patients with antisocial personality disorder
Lobbestael, J., Arntz, A., Cima, M., & Chakhssi, F. (2009) · Psychological Medicine · doi:10.1017/s0033291708005102 · Cited by 82
“By comparing the average reaction time of the compatible block with the incompatible, the extent to which targets are associated with one versus the other attribute can be measured (Karpinski & Steinman, 2006).”
BackgroundMethodInfluential
Metadata
- Authors
- Karpinski, A., & Steinman, R. B.
- Affiliations
- Temple University (US)
- ORCID
- Karpinski, Andrew
- Venue
- Journal of Personality and Social Psychology
- Published
- 2006
- Volume
- 91
- Issue
- 1
- Pages
- 16-32
- ISSN
- 0022-3514 (ISSN-L)
- 1939-1315
- OpenAlex
- W1998043162
- Cited by
- 1,108
- References
- 0
- Citations by year
- 2026: 35 · 2025: 49 · 2024: 55 · 2023: 54 · 2022: 56 · 2021: 78 · 2020: 105 · 2019: 53 · 2018: 75 · 2017: 63 · 2016: 81 · 2015: 61 · 2014: 51 · 2013: 56 · 2012: 57
- FWCI
- 107.62
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Personality and Social Psychology (publishedVersion)
- PubMed (publishedVersion)
- 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 › Psychology › Applied Psychology › Psychological Testing and Assessment
- Keywords
- Single Category Implicit Association Test, Implicit Association Test, implicit social cognition, evaluative associations, attitude measurement, self-esteem, racial attitudes, self-presentation, faking, reliability statistics, validity, individual differences
- MeSH terms
- Adolescent, Adult, Association Learning, Attitude, Awareness, Choice Behavior, Female, Gender Identity, Humans, Individuality, Internal-External Control, Male, Personality Inventory, Prejudice, Psychometrics, Self Concept, Social Behavior, Students, Reproducibility of Results, Black People, White People
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