Racial discrimination by low-prejudiced whites. Facial movements as implicit measures of attitudes related to behavior

We investigated the relationship of implicit racial prejudice to discriminatory behavior. White university students chose the best of three applicants (two were White and one was Black) for a prestigious teaching fellowship. They then completed the Implicit Association Test (IAT), a measure of implicit racial bias. Three weeks later, participants completed a second implicit measure of racial bias by viewing photos of Whites and Blacks while facial electromyography (EMG) was recorded from sites corresponding to the muscles used in smiling and frowning. Analyses revealed that bias in cheek EMG activity was related to the race of the chosen applicant, whereas bias on the IAT was not. Motivations to control prejudiced reactions were not related to EMG activity or the race of the applicant chosen, but were related to IAT bias. The findings indicate that facial EMG can be used as an implicit measure of prejudice related to discrimination.     

Reactions to the implicit association test as an educational tool: A mixed methods study

We examined reactions to the Race Implicit Association Test (IAT), which has been widely used but rarely examined as an educational tool to raise awareness about racial bias. College students $(N=172)$ were assigned to read that the IAT reflected either personal beliefs or both personal and extrapersonal factors (single vs. multiple explanation conditions). They then completed the IAT and quantitative measures of affect, attitudes, and belief in bias. A subset of participants $(n=32)$ also wrote reaction papers, which were used to develop qualitative themes to more fully describe reactions to the IAT. Quantitative results revealed that participants with a stronger implicit preference for European Americans more strongly believed in implicit bias in the multiple (vs. single) explanation condition. Mixed methods analyses using data transformation and typology development indicated that participants whose qualitative IAT responses were more negative were subsequently more likely to help an African American.     

Implicit Attitudes Toward Arab-Muslims and the Moderating Effects of Social Information

Three studies examined the relative valence and strength of implicit attitudes toward Arab-Muslims using the Implicit Association Test (IAT) while exploring the moderation of such implicit effects. Studies have suggested that repeated exposure to information associating members of a social group (e.g., Arab-Muslims) with evaluative attributes (e.g., terrorism) might create automatic attitudes toward them. Consistent with this notion, the IAT results indicated strong implicit preference for White over Arab-Muslim, whereas the magnitude of such a bias was substantially diminished when assessed by explicit measures (Study 1). It is also interesting to note that participants exhibited implicit preference for Black over Arab-Muslim when measured by the IAT, whereas no difference was found between the 2 groups in stimulus familiarity and in explicit attitudes (Studies 2 and 3). However, such implicit effects were moderated when participants were exposed to positive information about Arab-Muslims (Study 3). Theoretical and practical implications of these findings are further discussed.     

How to like yourself better, or chocolate less: Changing implicit attitudes with one IAT task

The current paper introduces a novel feature of implicit association tests (IATs) by demonstrating their potential to change implicit attitudes. We assume that such changes are driven by associative learning mechanisms caused by carrying out an IAT task. Currently, evaluative conditioning appears to be the only widespread paradigm for changing implicit attitudes. An IAT task could provide an alternative. In two experiments, participants initially reacted to only one IAT task. Implicit preferences subsequently assessed with different implicit measures depended on the initial IAT task. This was shown for implicit self-esteem and for implicit attitudes towards well-known candy brands. Findings are discussed in relation to task-order effects in IATs.     

基于职业的内隐年龄偏见

本研究针对119名大学生,采用内隐联想测验(Implicit Associa-tion Test,IAT)和相应的外显报告法,考察大学生针对不同职业的内隐与外显年龄偏见。结果表明,在大学生中普遍存在基于职业的内隐年龄偏见;职业年龄偏见是双向的,即有的职业偏好年轻人,有些职业偏好年长者;而且有些被试的内隐和外显态度存在不一致性。     

The development of implicit attitudes. Evidence of race evaluations from ages 6 and 10 and adulthood

To understand the origin and development of implicit attitudes, we measured race attitudes in White American 6-year-olds, 10-year-olds, and adults by first developing a child-oriented version of the Implicit Association Test (Child IAT). Remarkably, implicit pro-White/anti-Black bias was evident even in the youngest group, with self-reported attitudes revealing bias in the same direction. In 10-year-olds and adults, the same magnitude of implicit race bias was observed, although self-reported race attitudes became substantially less biased in older children and vanished entirely in adults, who self-reported equally favorable attitudes toward Whites and Blacks. These data are the first to show an asymmetry in the development of implicit and explicit race attitudes, with explicit attitudes becoming more egalitarian and implicit attitudes remaining stable and favoring the in-group across development. We offer a tentative suggestion that mean levels of implicit and explicit attitudes diverge around age 10.     

Brief loving-kindness meditation reduces racial bias,mediated by positive other-regarding emotions

The relationship between positive emotions and implicit racial prejudice is unclear. Interventions using positive emotions to reduce racial bias have been found wanting, while other research shows that positive affect can sometimes exacerbate implicit prejudice. Nevertheless, loving-kindness meditation (LKM) has shown some promise as a method of reducing bias despite increasing a broad range of positive emotions. A randomised control trial (n = 69) showed that a short-term induction of LKM decreased automatic processing, increased controlled processing, and was sufficient to reduce implicit prejudice towards the target’s racial group but not towards a group untargeted by the meditation. Furthermore, the reduction in bias was shown to be mediated by other-regarding positive emotions alongside increased control and decreased automaticity on the IAT. Non-other-regarding positive emotions conversely showed no correlation with bias. The study is the first to show that a short-term positive emotional induction can reduce racial prejudice, and aids the understanding of how positive emotions functionally differentiate in affecting bias.     

Employment discrimination: the role of implicit attitudes, motivation, and a climate for racial bias

This study is an attempt to replicate and extend research on employment discrimination by A. P. Brief and colleagues (A. P. Brief, J. Dietz, R. R. Cohen, S. D. Pugh, & J. B. Vaslow, 2000). More specifically, the authors attempted (a) to constructively replicate the prior finding that an explicit measure of modern racism would interact with a corporate climate for racial bias to predict discrimination in a hiring context and (b) to extend this finding through the measurement of implicit racist attitudes and motivation to control prejudice. Although the authors were unable to replicate the earlier interaction, they did illustrate that implicit racist attitudes interacted with a climate for racial bias to predict discrimination. Further, results partially illustrate that motivation to control prejudice moderates the relationship between explicit and implicit attitudes. Taken together, the findings illustrate the differences between implicit and explicit racial attitudes in predicting discriminatory behavior.     

The influence of facial feedback on race bias

Two studies were conducted to examine whether facial feedback can modulate implicit racial bias as assessed by the Implicit Association Test (IAT). Participants were surreptitiously induced to smile through holding a pencil in their mouth while viewing photographs of unfamiliar Black or White males or performed no somatic configuration while viewing the photographs (Study 1 only). All participants then completed the IAT with no facial manipulation. Results revealed a spreading attitude effect, with significantly less racial bias against Blacks among participants surreptitiously induced to smile during prior viewing of Black faces than among participants surreptitiously induced to smile during prior viewing of White faces.     

Fear and Implicit Racism: Whites’ Support for Voter ID laws

Oftentimes, Whites are unaware that they may have slighted Blacks. Although researchers have spent a considerable amount of attention disentangling this form of implicit (unconscious) racial bias from explicit (conscious) racial bias, we are less clear about the conditions that cause implicit racism to matter in American politics. In this article, we offer a theory of how fear and Whites' unconscious racial bias are tightly linked in memory, and triggering this emotion can make these implicit attitudes more salient in public opinion. To test our theory, we focus on Whites’ opinions toward voter ID laws. Our expectation is that inducing fear should cause implicit racism to play an important role in Whites’ evaluation of the policy. Using an adult national experiment over two waves, we induced several emotions to elicit fear, anger, or relaxation. The findings show that the fear condition causes Whites high in implicit racism to be more supportive of voter ID laws than similar individuals in the anger and control conditions. On the other hand, fear does not cause Whites high in explicit racism to be more supportive of voter ID laws.     

The role of perceived negativity in the moderation of African Americans' implicit and explicit racial attitudes

The present paper examines the relationship between Blacks' implicit and explicit racial attitudes and the extent to which perceived negativity from out-groups moderates the two attitudes. Results from two studies provide converging evidence that perceived negativity is related to both implicit and explicit attitudes, but in opposite directions. While perceived negativity showed a significant positive correlation with in-group bias on explicit measures, it was negatively correlated with in-group bias on implicit measures, such that Blacks who believed that Whites generally dislike Blacks showed significantly lower levels of implicit in-group bias compared with African Americans who believe that Whites positively regard Blacks. African Americans' level of exposure to out-groups was also negatively related to implicit in-group bias, but this relationship was mediated by perceived negativity.     

关于成本沉没效应的实验研究

运用IAT 技术,通过实验,证明“损失厌恶”具有内隐性,“损失厌恶”存在内隐偏差,并且二者具有很强的稳定性,即不受当前情绪及刺激材料性质等的影响,为进一步认识成本沉没效应等现象的本质特点提供了证据。     

幼儿友好型内隐联想测验的建构及有效性

本研究依据经典IAT (Implicit Association Test)的核心原理构建了幼儿友好型内隐联想测验(Preschooler-friendly Implicit Association Test, PSF-IAT)。它由两部分联结任务组成, 以反应时为指标, 通过对概念刺激和属性刺激之间自动化联系的评估进而对幼儿的内隐态度进行间接测量。本研究采用两种方式对PSF-IAT范式的适用性进行验证：首先, 将PSF-IAT用于测试幼儿对花和虫的态度, 检验该范式在非社会范畴概念态度研究中的可行性; 其次, 将PSF-IAT用于测试幼儿内隐种族态度, 并验证其与另一种幼儿内隐态度测试方法间结果的相关性, 检验该范式在社会范畴概念态度研究中的可行性。研究结果表明, PSF-IAT符合学前儿童认知发展与行为反应的特点, 能有效测量幼儿的内隐态度。     

Not all automatic associations are created equal: How implicit normative evaluations are distinct from implicit attitudes and uniquely predict meaningful behavior

We propose a new construct (implicit normative evaluations) that purports to measure automatic associations about societal evaluations. We develop a new measure of this construct based on a modification of the Implicit Association Test (IAT) and describe how it is related to but not redundant with implicit attitudes and explicit normative evaluations. Study 1 provided evidence that implicit normative evaluations and implicit attitudes uniquely predicted evaluations measured by the traditional IAT. Study 2 demonstrated that Asian-Canadian immigrants' implicit normative evaluations toward older people became more negative the longer they were in Canada. Study 3 found that engineering students' (both men and women) implicit normative evaluations toward female engineers became more negative as they were exposed to engineering and that for women these negative normative evaluations predicted their intention to drop out of engineering. Study 4 demonstrated that implicit normative evaluations predicted the speed at which participants decide to “shoot” an African Canadian target on a shooter bias task (Correll, Park, Judd, & Wittenbrink, 2002). Finally, in Study 5, an experimental manipulation of an audience's reaction to racist jokes targeting people from the Middle East affected implicit normative evaluations about this group and that these implicit normative evaluations in turn affected discrimination. The implications of these results for the importance of social influence and culture in shaping thoughts and behavior are discussed.     

Implicit attitudes towards meat and vegetables in vegetarians and nonvegetarians

Previous research, in which self‐report measures were used, showed that vegetarians have more negative beliefs about meat than nonvegetarians. An important limitation of this research is that it did not examine differences in spontaneous affective reactions (i.e., implicit attitudes) towards meat and other types of food. We therefore conducted a new study in which not only self‐report measures were used, but also two tasks that have been developed to measure implicit attitudes: The Implicit Association Test (IAT) and a pictorial version of the Extrinsic Affective Simon Task (EAST). Both the IAT and EAST revealed that implicit attitudes towards vegetables (as compared to implicit attitudes towards meat) were more positive in vegetarians than in nonvegetarians. In line with previous findings, the self‐report measures showed that, compared to nonvegetarians, vegetarians had more positive attitudes towards vegetables and more negative attitudes towards meat. The IAT and EAST measures both correlated in the expected manner with self‐reported attitudes. A logistic regression showed that self‐reported attitudes were an almost perfect predictor of group status (vegetarian or nonvegetarian), and that adding the IAT and EAST measures as predictors did not improve prediction of group status. The results suggest that vegetarians and nonvegetarians differ in their spontaneous affective reaction towards vegetables or meat, and provide further evidence for the validity of the IAT and EAST as measures of inter‐individual differences in attitudes. Implicit attitudes could influence eating behaviour indirectly by biasing the decision to become a vegetarian or by determining how difficult it is for someone to maintain a vegetarian diet.     

When old and frail is not the same: Dissociating category and stimulus effects in four implicit attitude measurement methods

It is not always clear whether implicit attitude measures assess the attitude towards single stimuli or the attitude towards categories. Nevertheless, this is important to know—both for interpreting implicit attitude effects and for selecting the test that is most appropriate for individual research aims. We investigated this for four implicit measures: the standard Implicit Association Test (IAT), the IAT-recoding free (IAT-RF), and two versions of the Extrinsic Affective Simon Task (EAST, identification (ID)-EAST). Effects in the standard IAT reflect evaluations of categories and single stimuli, whereas the IAT-RF measures attitudes towards categories only. Both versions of the EAST measure evaluations of single stimuli independently from the evaluation of categories. Three different effect sources are distinguished: attitudes towards single stimuli (IAT; EAST and ID-EAST), attitudes towards target categories (IAT and IAT-RF), and processes of recoding (IAT), which do not necessarily reflect attitudes.     

Using the Implicit Association Test to Assess Children's Implicit Attitudes toward Smoking

The development and psychometric properties of an Implicit Association Test (IAT) measuring implicit attitude toward smoking among fifth grade children were described. The IAT with "sweets" as the contrast category resulted in higher correlations with explicit attitudes than did the IAT with "healthy foods" as the contrast category. Children with family members who smoked (versus non-smoking) and children who were high in sensation seeking (versus low) had a significantly more favorable implicit attitude toward smoking. Further, implicit attitudes became less favorable after engaging in tobacco prevention activities targeting risk perceptions of addiction. Results support the reliability and validity of this version of the IAT and illustrate its usefulness in assessing young children's implicit attitude toward smoking.     

Assessment of Implicit Health Attitudes: A Multitrait–Multimethod Approach and a Comparison Between Patients With Hypochondriasis and Patients With Anxiety Disorders

Two adaptations of the Implicit Association Task were used to assess implicit anxiety (IAT–Anxiety) and implicit health attitudes (IAT–Hypochondriasis) in patients with hypochondriasis (n = 58) and anxiety patients (n = 71). Explicit anxieties and health attitudes were assessed using questionnaires. The analysis of several multitrait–multimethod models indicated that the low correlation between explicit and implicit measures of health attitudes is due to the substantial methodological differences between the IAT and the self-report questionnaire. Patients with hypochondriasis displayed significantly more dysfunctional explicit and implicit health attitudes than anxiety patients, but no differences were found regarding explicit and implicit anxieties. The study demonstrates the specificity of explicit and implicit dysfunctional health attitudes among patients with hypochondriasis.     

A public versus private administration of the implicit association test

This research includes two experiments that examined (a) whether the assessment situation in which individuals complete an implicit measure of bias alters their responses and (b) whether the hypothesized effect of the assessment situation on implicitly assessed bias reflects socially desirable responding. Participants in Experiment 1 (N = 151) completed an IAT measuring bias toward homosexuality in either a public or a private assessment situation. Consistent with studies of explicitly assessed attitudes, implicitly assessed bias toward homosexuality was significantly lower when assessed in a public versus a private assessment situation. Participants in Experiment 2 (N = 102) completed an IAT measuring bias toward homosexuality in a public assessment situation under a bogus pipeline or no‐bogus pipeline condition. Results indicated that participants' implicitly assessed bias did not significantly differ across these conditions. The authors discuss these findings in terms of possible automatic processes affecting the malleability of implicitly assessed attitudes. Copyright © 2006 John Wiley & Sons, Ltd.     

Implicit and explicit prejudice and interracial interaction.

The present research examined how implicit racial associations and explicit racial attitudes of Whites relate to behaviors and impressions in interracial interactions. Specifically, the authors examined how response latency and self-report measures predicted bias and perceptions of bias in verbal and nonverbal behavior exhibited by Whites while they interacted with a Black partner. As predicted, Whites' self-reported racial attitudes significantly predicted bias in their verbal behavior to Black relative to White confederates. Furthermore, these explicit attitudes predicted how much friendlier Whites felt that they behaved toward White than Black partners. In contrast, the response latency measure significantly predicted Whites' nonverbal friendliness and the extent to which the confederates and observers perceived bias in the participants' friendliness.