Can Implicit Bias be Influenced: Can Researcher Expectancy and Potentially Unbiasing Information Influence Implicit Association Test Results

2002 ◽  
Author(s):  
Mark S. Jesinoski
Keyword(s):  
Implicit Association Test ◽  
Implicit Bias ◽  
Association Test ◽  
Implicit Association ◽  
Test Results

scholarly journals The Implicit Association Test at age 20: What is known and what is not known about implicit bias

2020 ◽  
Author(s):  
Anthony G. Greenwald ◽  
Miguel Brendl ◽  
Huajian Cai ◽  
Dario Cvencek ◽  
John F. Dovidio ◽  
...  
Keyword(s):  
Best Practices ◽  
Implicit Association Test ◽  
Implicit Bias ◽  
Association Test ◽  
Implicit Association ◽  
Public Attention ◽  
Implicit Biases ◽  
Apply Research ◽  
Research Findings ◽  
Large Corpus

[Version 3 (uploaded 21 April 2020) provides corrected list of co-authors and commenters; the ms. is otherwise unchanged from Versions 1 and 2.] Scientific interest in unintended discrimination that can result from implicit attitudes and stereotypes (implicit biases) has produced a large corpus of empirical findings. In addition to much evidence for validity and usefulness of Implicit Association Test (IAT) measures, there have been psychological critiques of empirical findings and theoretical disagreements about interpretation of IAT findings. Because of public attention drawn by the concept of implicit bias, commercial and other applications based on the concept of implicit bias have been developed by non-psychologists—some of these applications are not appropriately guided by the existing body of research findings. This article is in 5 parts: (1) review of best practices for research use of IAT measures, (2) summary of what has been confidently learned from empirical research using IAT measures, (3) accepted and controversial theoretical interpretations of IAT findings, (4) significant questions about the IAT and implicit bias that still await answer, and (5) questions arising in attempts to apply research findings to remedy unintended discrimination due to implicit biases.

scholarly journals The Implicit Association Test in health professions education: A meta-narrative review

2019 ◽  
Vol 8 (5) ◽  
pp. 267-275 ◽  
Author(s):  
Javeed Sukhera ◽  
Michael Wodzinski ◽  
Maham Rehman ◽  
Cristina M. Gonzalez
Keyword(s):  
Implicit Association Test ◽  
Implicit Bias ◽  
Health Professions ◽  
Association Test ◽  
Health Professions Education ◽  
Educational Activity ◽  
Implicit Association ◽  
Educational Strategies ◽  
Area Of Interest ◽  
Critical Reflexivity

Abstract Introduction Implicit bias is a growing area of interest among educators. Educational strategies used to elicit awareness of implicit biases commonly include the Implicit Association Test (IAT). Although the topic of implicit bias is gaining increased attention, emerging critique of the IAT suggests the need to subject its use to greater theoretical and empirical scrutiny. Methods The authors employed a meta-narrative synthesis to review existing research on the use of the IAT in health professions education. Four databases were searched using key terms yielding 1151 titles. After title, abstract and full-text screening, 38 articles were chosen for inclusion. Coding and analysis of articles sought a meaningful synthesis of educational approaches relating to the IAT, and the assumptions and theoretical positions that informed these approaches. Results Distinct, yet complementary, meta-narratives were found in the literature. The dominant perspective utilizes the IAT as a metric of implicit bias to evaluate the success of an educational activity. A contrasting narrative describes the IAT as a tool to promote awareness while triggering discussion and reflection. Discussion Whether used as a tool to measure bias, raise awareness or trigger reflection, the use of the IAT provokes tension between distinct meta-narratives, posing a challenge to educators. Curriculum designers should consider the premise behind the IAT before using it, and be prepared to address potential reactions from learners such as defensiveness or criticism. Overall, findings suggest that educational approaches regarding implicit bias require critical reflexivity regarding assumptions, values and theoretical positioning related to the IAT.

Exploring the Explicit and Implicit Appeal of Retro Sport Logos

2020 ◽  
Vol 29 (4) ◽  
pp. 296-307
Author(s):  
Brendan Dwyer ◽  
Zach Scola ◽  
Joris Drayer
Keyword(s):  
Implicit Association Test ◽  
Implicit Bias ◽  
Professional Sports ◽  
Preliminary Evidence ◽  
Sport Marketing ◽  
Association Test ◽  
Implicit Association ◽  
Previous Exposure ◽  
Significant Preference ◽  
Test Preference

The current multi-study examination explored explicit and implicit appeal of a prominent form of retro sport marketing: retro team logos. Study 1 utilized the stimuli-organism-response framework to test preference differences between those offered team merchandise with a retro logo and those offered the same merchandise with the current logo. Statistically significant preference differences were not uncovered, yet it was found that previous exposure to the retro logo negatively impacted preference of the retro logo. Based on these results, Study 2 utilized an implicit association test to assess the style appeal of retro and current logos. This assessment, once again, found no difference in the explicit preference for the retro and current logos, yet an implicit bias of freshness toward the current logo and outdatedness toward the retro logo was found. Together, the results provide preliminary evidence of the ephemeral impact of retro team logos within a professional sports context.

scholarly journals Understanding Ethnic Identity in Africa: Evidence from the Implicit Association Test (IAT)

2015 ◽  
Vol 105 (5) ◽  
pp. 340-345 ◽  
Author(s):  
Sara Lowes ◽  
Nathan Nunn ◽  
James A. Robinson ◽  
Jonathan Weigel
Keyword(s):  
Ethnic Group ◽  
Ethnic Groups ◽  
Implicit Association Test ◽  
Democratic Republic ◽  
Democratic Republic Of Congo ◽  
Implicit Bias ◽  
Association Test ◽  
Implicit Association ◽  
Explicit Bias ◽  
Show Evidence

We use a variant of the Implicit Association Test (IAT) to examine individuals' implicit attitudes towards various ethnic groups. Using a population from the Democratic Republic of Congo, we find that the IAT measures show evidence of an implicit bias in favor of one's own ethnicity. Individuals have implicit views of their own ethnic group that are more positive than their implicit views of other ethnic groups. We find this implicit bias to be quantitatively smaller than the (explicit) bias one finds when using self-reported attitudes about different ethnic groups.

scholarly journals Does Implicit Bias Predict Dictator Giving?

Games ◽  
2018 ◽  
Vol 9 (4) ◽  
pp. 73
Author(s):  
Daniel Lee
Keyword(s):  
Social Sciences ◽  
External Validity ◽  
Implicit Association Test ◽  
Implicit Bias ◽  
Dictator Game ◽  
Social Pressure ◽  
Association Test ◽  
Implicit Associations ◽  
Implicit Association ◽  
Meaningful Difference

Implicit associations and biases are carried without awareness or conscious direction, yet there is reason to believe they may be influenced by social pressures. In this paper, I study social pressure as a motive to give, as well as giving itself under conditions of implicit bias. In doing so, I pair the Implicit Association Test (IAT), commonplace in other social sciences, with a laboratory dictator game with sorting. I find that despite its popularity, the IAT does not predict dictator giving and social pressure does not explain acts of giving from biased dictators. These results are indicative of the meaningful difference between having an implicit bias and acting on one. As such, results can be thought of as a bound on the external validity of the IAT.

Men Are Hierarchical, Women Are Egalitarian: An Implicit Gender Stereotype

2004 ◽  
Vol 63 (2) ◽  
pp. 107-111 ◽  
Author(s):  
Marianne Schmid Mast
Keyword(s):  
Empirical Evidence ◽  
Implicit Association Test ◽  
Gender Stereotype ◽  
Association Test ◽  
Implicit Association ◽  
Two Samples

The goal of the present study was to provide empirical evidence for the existence of an implicit hierarchy gender stereotype indicating that men are more readily associated with hierarchies and women are more readily associated with egalitarian structures. To measure the implicit hierarchy gender stereotype, the Implicit Association Test (IAT, Greenwald et al., 1998) was used. Two samples of undergraduates (Sample 1: 41 females, 22 males; Sample 2: 35 females, 37 males) completed a newly developed paper-based hierarchy-gender IAT. Results showed that there was an implicit hierarchy gender stereotype: the association between male and hierarchical and between female and egalitarian was stronger than the association between female and hierarchical and between male and egalitarian. Additionally, men had a more pronounced implicit hierarchy gender stereotype than women.

What Does the Implicit Association Test Measure? A Test of the Convergent and Discriminant Validity of Prejudice-Related IATs

2002 ◽  
Vol 49 (3) ◽  
pp. 171-180 ◽  
Author(s):  
Bertram Gawronski
Keyword(s):  
Implicit Association Test ◽  
Discriminant Validity ◽  
Association Test ◽  
Recent Criticism ◽  
Implicit Association ◽  
East Asians ◽  
Student Sample ◽  
Convergent And Discriminant Validity ◽  
Explicit Prejudice ◽  
Turkish People

Abstract. Drawing on recent criticism of the Implicit Association Test (IAT), the present study tested the convergent and discriminant validity of two prejudice-related IATs to corresponding explicit prejudice measures in a German student sample (N = 61). Confirming convergent validity, (a) an IAT designed to assess negative associations related to Turkish people was significantly related to the explicit endorsement of prejudiced beliefs about Turkish people, and (b) an IAT designed to assess negative associations related to East Asians was significantly related to explicit prejudice against East Asians. Moreover, confirming discriminant validity, (c) the Asian IAT was unrelated to the explicit endorsement of prejudiced beliefs about Turkish people, and (d) the Turkish IAT was unrelated to explicit prejudice against Asian people. These results further corroborate the assumption that the IAT is a valid method to assess the strength of evaluative associations in the domain of prejudice and stereotypes.

Items’ Cross-Category Associations as a Confounding Factor in the Implicit Association Test

2001 ◽  
Vol 48 (2) ◽  
pp. 123-134 ◽  
Author(s):  
Melanie C. Steffens ◽  
Inga Plewe
Keyword(s):  
Implicit Association Test ◽  
Confounding Factor ◽  
Reaction Times ◽  
Association Test ◽  
The Other ◽  
Reaction Time Difference ◽  
Implicit Association ◽  
Male And Female ◽  
Research Activities ◽  
Degree Of Association

Abstract. The introduction of the Implicit Association Test (IAT; Greenwald, McGhee, & Schwartz, 1998 ) has stimulated numerous research activities. The IAT is supposed to measure the degree of association between concepts. Instances have to be assigned to these concepts by pressing appropriate keys as quickly as possible. The reaction time difference between certain conditions, termed the IAT effect, is used as an indicator of the degree of the concepts’ association. We tested the hypothesis that the degree of association between one concept (or category) and the instances of the other presented concept also influences reaction times. In our experiment, the instances in the target categories, male and female names, were kept constant. The adjectives in the evaluative categories were manipulated: Either the pleasant adjectives were female-associated and the unpleasant adjectives were male-associated, or vice versa. These stereotypic associations were indeed found to exert a substantial influence on the size of the IAT effect. This finding casts doubt on the assumption that the IAT effect may be interpreted as a pure measure of the degree of association between concepts.

Implicit Association Test: Separating Transsituationally Stable and Variable Components of Attitudes toward Gay Men

2003 ◽  
Vol 50 (1) ◽  
pp. 33-48 ◽  
Author(s):  
Melanie C. Steffens ◽  
Axel Buchner
Keyword(s):  
Gay Men ◽  
Implicit Association Test ◽  
Structural Equation ◽  
Implicit Attitudes ◽  
Association Test ◽  
Situational Factors ◽  
Situational Factor ◽  
Equation Modeling ◽  
Implicit Attitude ◽  
Implicit Association

Implicit attitudes are conceived of as formed in childhood, suggesting extreme stability. At the same time, it has been shown that implicit attitudes are influenced by situational factors, suggesting variability by the moment. In the present article, using structural equation modeling, we decomposed implicit attitudes towards gay men into a person factor and a situational factor. The Implicit Association Test ( Greenwald, McGhee, & Schwartz, 1998 ), introduced as an instrument with which individual differences in implicit attitudes can be measured, was used. Measurement was repeated after one week (Experiment 1) or immediately (Experiment 2). Explicit attitudes towards gay men as assessed by way of questionnaires were positive and stable across situations. Implicit attitudes were relatively negative instead. Internal consistency of the implicit attitude assessment was exemplary. However, the within-situation consistency was accompanied by considerable unexplained between-situation variability. Consequently, it may not be adequate to interpret an individual implicit attitude measured at a given point in time as a person-related, trait-like factor.

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