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Study supports validity of test that indicates widespread unconscious bias
June 18, 2009
In the decade since the Implicit Association Test was introduced, its most surprising and controversial finding is its indication that about 70 percent of those who took a version of the test that measures racial attitudes have an unconscious, or implicit, preference for white people compared to blacks. This contrasts with figures generally under 20 percent for self report, or survey, measures of race bias. A new study published this week validates those findings, showing that the Implicit Association Test, a psychological tool, has validity in predicting behavior and, in particular, that it has significantly greater validity than self-reports in the socially sensitive topics of race, gender, ethnicity, sexual orientation and age.
The research, published in the Journal of Personality and Social Psychology, is an overview and analysis of 122 published and unpublished reports of 184 different research studies. In this analysis, 85 percent of the studies also included self-reporting measures of the type generally used in surveys. This allowed the researchers, headed by University of Washington psychology Professor Anthony Greenwald, to compare the test's success in predicting social behavior and judgment with the success of self-reports.
"In socially sensitive areas, especially black-white interracial behavior, the test had significantly greater predictive value than self-reports. This finding establishes the Implicit Association Test's value in research to understand the roots of race and other discrimination," said Greenwald. "What was especially surprising was how ineffective standard self-report measurers were in the areas in which the test measures have been of greatest interest - predicting interracial behavior."
Greenwald created the Implicit Association Test in 1998 and he and Mahzarin Banaji, a Harvard psychology professor, and Brian Nosek, a University of Virginia associate professor of psychology, further developed it. Since then the test has been used in more than 1,000 research studies around the world. More than 10 million versions of the test have been completed at an Internet site where they are available as a self-administer demonstration.
The research looked at studies covering nine different areas - consumer preference, black-white interracial behavior, personality differences, clinical phenomena, alcohol and drug use, non-racial intergroup behavior, gender and sexual orientation, close relationships and political preferences.
Findings also showed that:
* Across all nine of these areas, measures of the test were useful in predicting social behavior. * Both the test, which is implicit, and self-reports, which are explicit, had predictive validity independent of each other. This suggests the desirability of using both types of measure in surveys and applied research studies. * In consumer and political preferences both measures effectively predicted behavior, but self-reports had significantly greater predictive validity.
Studies in the research came from a number of countries including Germany, the Netherlands, Italy, the United Kingdom, Australia, Canada, Poland and the United States. They looked at such topics as attitudes of undecided voters one-month prior to an Italian election; treatment recommendations by physicians for black and white heart attack victims; and reactions to spiders before and after treatment for arachnophobia, or spider phobia.
"The Implicit Association Test is controversial because many people believe that racial bias is largely a thing of the past. The test's finding of a widespread, automatic form of race preference violates people's image of tolerance and is hard for them to accept. When you are unaware of attitudes or stereotypes, they can unintentionally affect your behavior. Awareness can help to overcome this unwanted influence," said Greenwald.
University of Washington
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![Implicit cocaine associations in active cocaine users and controls [An article from: Addictive Behaviors]](http://ecx.images-amazon.com/images/I/41J08AVSFVL._SL160_.jpg)
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Implicit cocaine associations in active cocaine users and controls [An article from: Addictive Behaviors]
by R.W. Wiers (Author), K. Houben (Author), J. de Kraker (Author)
This digital document is a journal article from Addictive Behaviors, published by Elsevier in 2007. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: Implicit and explicit cocaine-related cognitions were assessed in a sample of 16 cocaine-dependent poly-substance abusers and 16 age, gender, and SES-matched controls. Implicit associations were assessed with four unipolar versions of the Implicit Association Test (IAT), assessing associations between cocaine and positive affect, negative affect, arousal and sedation, relative to the contrast category ''sports''. Explicit cognitions were assessed with a questionnaire using the same words as the IAT. As expected,...
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Implementation of a Computer Based Implicit Association Test as a Measure of Attitudes toward Individuals with Disabilities.: An article from: The Journal of Rehabilitation
by Adrian Thomas (Author), Andrea Doyle (Author), Daly Vaughn (Author)
This digital document is an article from The Journal of Rehabilitation, published by Thomson Gale on April 1, 2007. The length of the article is 10633 words. The page length shown above is based on a typical 300-word page. The article is delivered in HTML format and is available in your Amazon.com Digital Locker immediately after purchase. You can view it with any web browser.
From the author: The Implicit Association Test (IAT; Greenwald, McGhee, & Schwartz, 1998) was adapted for use in assessing attitudes toward individuals with disabilities. Four disability exemplars were used: individuals with ... a) alcoholism, b) cancer, c) mental illness, and d) paraplegia. Two experiments found a difference in implicit attitudes expressed against each exemplar. Additionally, these...
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![Mere acceptance produces apparent attitude in the Implicit Association Test [An article from: Journal of Experimental Social Psychology]](http://ecx.images-amazon.com/images/I/41M00PVHEZL._SL160_.jpg)
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Mere acceptance produces apparent attitude in the Implicit Association Test [An article from: Journal of Experimental Social Psychology]
by C.J. Mitchell (Author)
This digital document is a journal article from Journal of Experimental Social Psychology, published by Elsevier in 2004. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: Two experiments examined mere acceptance effects in the Implicit Association Test (IAT). They tested whether accepting a stimulus as conforming to a rule produces responding consistent with positive attitude in the IAT. In Experiment 1, accepted stimuli were more easily categorized with pleasant personality characteristics than rejected stimuli; they were preferred according to the logic of the IAT. Accepted word stimuli were also responded to faster overall, suggesting that it was easier to...
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![The influence of experimentally created extrapersonal associations on the Implicit Association Test [An article from: Journal of Experimental Social Psychology]](http://ecx.images-amazon.com/images/I/41M00PVHEZL._SL160_.jpg)
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The influence of experimentally created extrapersonal associations on the Implicit Association Test [An article from: Journal of Experimental Social Psychology]
by H.A. Han (Author), M.A. Olson (Author), R.H. Fazio (Author)
This digital document is a journal article from Journal of Experimental Social Psychology, published by Elsevier in 2006. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: We examined the influence of extrapersonal associations (Olson & Fazio, 2004)-associations that neither form the basis of the attitude nor become activated automatically in response to the object-on the Implicit Association Test (Greenwald, McGhee, & Schwartz, 1998) by experimentally creating both attitudes and extrapersonal associations. The results revealed that participants who were given extrapersonal information that was inconsistent with their own attitudes were affected by this...
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Testing the validity of the Implicit Relational Assessment Procedure and the Implicit Association Test: measuring attitudes toward Dublin and country life ... An article from: The Psychological Record
by Dermot Barnes-Holmes (Author), Deirdre Waldron (Author), Yvonne Barnes-Holmes (Author)
This digital document is an article from The Psychological Record, published by The Psychological Record on June 22, 2009. The length of the article is 8721 words. The page length shown above is based on a typical 300-word page. The article is delivered in HTML format and is available immediately after purchase. You can view it with any web browser.
From the author: The current study aimed to test the validity of the Implicit Relational Assessment Procedure (IRAP), as compared to the Implicit Association Test (IAT), by assessing the attitudes of Dublin dwellers and rural dwellers toward Dublin and country life. Discrimination between the two groups for the IAT was marginally significant. The IRAP discriminated significantly between the two groups based on an interaction effect,...
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Electrophysiological activity generated during the Implicit Association Test: a study using event-related potentials.(Report): An article from: The Psychological Record
by Catriona O'Toole (Author), Dermot Barnes-Holmes (Author)
This digital document is an article from The Psychological Record, published by The Psychological Record on March 22, 2009. The length of the article is 5411 words. The page length shown above is based on a typical 300-word page. The article is delivered in HTML format and is available immediately after purchase. You can view it with any web browser.
From the author: The Implicit Association Test (IAT) examines the differential association of 2 target concepts with 2 attribute concepts. Responding is predicted to be faster on consistent trials, when concepts that are associated in memory share a response key, than on inconsistent trials, when less associated items share a key. In the current study, event-related potentials (ERPs) were recorded while participants were engaged in...
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![Decoding the implicit association test: Implications for criterion prediction [An article from: Journal of Experimental Social Psychology]](http://ecx.images-amazon.com/images/I/41M00PVHEZL._SL160_.jpg)
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Decoding the implicit association test: Implications for criterion prediction [An article from: Journal of Experimental Social Psychology]
by H. Blanton (Author), J. Jaccard (Author), P.M. Gonzales (Author), C Christie (Author)
This digital document is a journal article from Journal of Experimental Social Psychology, published by Elsevier in . The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: The implicit association test (IAT) is believed to measure implicit evaluations by assessing reaction times on two cognitive tasks, often termed ''compatible'' and ''incompatible'' tasks. A common rationale for studying the IAT is that it might improve our prediction and understanding of meaningful psychological criteria. To date, however, no clear psychometric theory has been advanced for this measure. We examine the theory, methods and analytic strategies surrounding the IAT in the context of...
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![Evaluating implicit spider fear associations using the Go/No-go Association Task [An article from: Journal of Behavior Therapy and Experimental Psychiatry]](http://ecx.images-amazon.com/images/I/41FW520TVDL._SL160_.jpg)
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Evaluating implicit spider fear associations using the Go/No-go Association Task [An article from: Journal of Behavior Therapy and Experimental Psychiatry]
by B.A. Teachman (Author)
This digital document is a journal article from Journal of Behavior Therapy and Experimental Psychiatry, published by Elsevier in 2007. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: The Go/No-go association task (GNAT) [Nosek, B.A., & Banaji, M.R. (2001). The Go/No-go Association Task. Social Cognition, 19, 625-666], which measures automatic associations in memory, was administered to participants who were high (N=17) versus low (N=17) in spider fear along with other established fear measures to validate the tool as a proxy measure for fear schemata. The GNAT involves participants classifying stimuli into superordinate categories and looking at speed of...
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![Assessing implicit alcohol associations with the Implicit Association [An article from: Addictive Behaviors]](http://ecx.images-amazon.com/images/I/41J08AVSFVL._SL160_.jpg)
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Assessing implicit alcohol associations with the Implicit Association [An article from: Addictive Behaviors]
by K. Houben (Author), R.W. Wiers (Author)
This digital document is a journal article from Addictive Behaviors, published by Elsevier in 2006. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: Studies using bipolar Implicit Association Tests (IATs) found that heavy drinkers have negative and arousal associations with alcohol relative to soda. Study 1 examined whether these results were due to the label 'alcohol' and the choice of the contrast category 'soda'. Four unipolar IATs assessed alcohol associations with positive and negative valence, arousal, and sedation, while varying the target dimension: alcohol or beer versus soda or animals. Results showed that drinkers had the strongest associations...
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![Auditory Stroop reveals implicit gender associations in adults and children [An article from: Journal of Experimental Social Psychology]](http://ecx.images-amazon.com/images/I/41M00PVHEZL._SL160_.jpg)
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Auditory Stroop reveals implicit gender associations in adults and children [An article from: Journal of Experimental Social Psychology]
by S.B. Most (Author), A.V. Sorber (Author), J.G. Cunningham (Author)
This digital document is a journal article from Journal of Experimental Social Psychology, published by Elsevier in 2007. The article is delivered in HTML format and is available in your Amazon.com Media Library immediately after purchase. You can view it with any web browser.
Description: Gender provides a powerful social heuristic for structuring incoming information. Thus, it may be difficult to attend to aspects of a person's sex without also activating irrelevant gender associations. In two experiments, an auditory Stroop revealed implicit gender associations. Participants categorized the sex of voices saying names and words stereotypically associated with male, female or neutral gender roles. Both adults and children were slower when the voice's sex was stereotypically...
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