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result(s) for
"Implicit race bias"
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The Price of Racial Bias: Intergroup Negotiations in the Ultimatum Game
by
Banaji, Mahzarin R.
,
Bar-David, Eyal
,
Li, Jian
in
Adult
,
African Americans
,
Behavior. Attitude
2013
Existing stereotypes about Black Americans may influence perceptions of intent during financial negotiations. In this study, we explored whether the influence of race on economic decisions extends to choices that are costly to the decision maker. We investigated whether racial group membership contributes to differential likelihood of rejection of objectively equal unfair monetary offers. In the Ultimatum Game, players accept or reject proposed splits of money. Players keep accepted splits, but if a player rejects an offer, both the player and the proposer receive nothing. We found that participants accepted more offers and lower offer amounts from White proposers than from Black proposers, and that this pattern was accentuated for participants with higher implicit race bias. These findings indicate that participants are willing to discriminate against Black proposers even at a cost to their own financial gain.
Journal Article
Racial Implicit Associations in Psychiatric Diagnosis, Treatment, and Compliance Expectations
by
Taylor, Jerome H.
,
Johnson, Isaac
,
Flores, José M.
in
Algorithms
,
Antidepressants
,
Antipsychotics
2021
Objective
Racial and ethnic disparities are well documented in psychiatry, yet suboptimal understanding of underlying mechanisms of these disparities undermines diversity, inclusion, and education efforts. Prior research suggests that implicit associations can affect human behavior, which may ultimately influence healthcare disparities. This study investigated whether racial implicit associations exist among medical students and psychiatric physicians and whether race/ethnicity, training level, age, and gender predicted racial implicit associations.
Methods
Participants completed online demographic questions and 3 race Implicit Association Tests (IATs) related to psychiatric diagnosis (psychosis vs. mood disorders), patient compliance (compliance vs. non-compliance), and psychiatric medications (antipsychotics vs. antidepressants). Linear and logistic regression models were used to identify demographic predictors of racial implicit associations.
Results
The authors analyzed data from 294 medical students and psychiatric physicians. Participants were more likely to pair faces of Black individuals with words related to psychotic disorders (as opposed to mood disorders), non-compliance (as opposed to compliance), and antipsychotic medications (as opposed to antidepressant medications). Among participants, self-reported White race and higher level of training were the strongest predictors of associating faces of Black individuals with psychotic disorders, even after adjusting for participant’s age.
Conclusions
Racial implicit associations were measurable among medical students and psychiatric physicians. Future research should examine (1) the relationship between implicit associations and clinician behavior and (2) the ability of interventions to reduce racial implicit associations in mental healthcare.
Journal Article
Individual Differences Correspond with Attention to the Eyes of White Versus Black Faces
by
Krendl, Anne C.
,
Harding, Samuel M.
,
Hsu, Kristie Y.
in
Attention
,
Behavior
,
Behavioral Science and Psychology
2019
Black, relative to White, individuals have experienced discrimination for centuries in the United States. Recent work suggests that subtle differences in how novel Black faces are initially perceived relate to prejudicial behavior. One such difference is that non-Black people attend more to the eyes of White versus Black novel faces. The present study sought to better characterize this difference by assessing how distinct individual differences widely shown to relate to prejudicial behavior—internal motivation to respond without prejudice (IMS), external motivation to respond without prejudice (EMS), and implicit race bias—relate to disparities in attending to the eyes of novel Black and White faces. Participants viewed novel Black and White faces one at a time on the right or left side of the display. Replicating a race-based disparity in visual attention to the eyes, non-Black perceivers fixated more on the eyes of White in comparison to Black faces. Individual differences among perceivers corresponded with the extent of this race-based disparity. IMS had a negative relationship with a race-based disparity in attention to the eyes, such that higher levels of IMS among perceivers corresponded with lower disparities in attention. Implicit race bias had a positive relationship with this disparity, such that higher levels of implicit race bias among perceivers corresponded with higher disparities in attention. Together, these findings illustrate that two individual differences known to affect prejudicial behavior are associated with preferential gaze patterns in visual attention toward faces on the basis of race.
Journal Article
The influence of resume quality and ethnicity cues on employment decisions
by
Shore, Ted
,
Forrester, William R.
,
Tashchian, Armen
in
discrimination
,
Employment
,
employment decisions
2021
This study examined the effects of resume writing quality and ethnicity cues on employment decisions. Prior research on resume quality is scant and no prior studies have examined the role of both resume quality and ethnicity on employment decisions. Participants reviewed a fictitious resume (error-laden or error-free) of a Black, Hispanic or White candidate for the job of Sales Manager. Applicants with error-laden resumes were less likely to be interviewed, hired, offered lower starting salaries and rated lower on job-related traits than applicants with error-free resumes. Although ethnicity did not affect the likelihood of getting interviewed or hired, White applicants were offered higher salaries and rated higher on several job-related traits than Black and Hispanic job applicants. Furthermore, Black applicants with error-free resumes received over 6% less in starting salary than White applicants with error-laden resumes. A practical implication of these findings is that applicants should ensure that their resume contains no spelling, grammatical or typographical errors. These results also suggest that non-White job applicants need job qualifications that exceed those of White applicants to achieve pay equity. This paper provides further evidence for and enhances understanding of implicit race bias toward non-White job applicants.
First published online 29 October 2020
Journal Article
Effect of race on Gaze Cueing in adults with high and low autistic traits
2023
Background
Observing the direction of gaze of another person leads to shifting of attention in the same direction (gaze-cueing effect – GCE), a social-cognitive ability known as joint or social attention. Racial attitudes can influence the magnitude of GCE since it has been shown that White people showing a strong race ingroup preference follow the gaze only of White, and not Black, faces. Individuals with high autistic traits have difficulties in social-cognitive abilities that can disrupt the learning of socially shared racial attitudes. Our aim was to investigate in White Italian adults whether individuals with higher autistic traits (measured by the Autism Spectrum Quotient) show reduced implicit racial bias (measured by the Implicit Association Test) and if this bias would lead to differences in the gaze cueing effect (GCE) triggered by gaze direction of faces of different races (measured by the Gaze Cueing Task).
Methods
In an online study, participants (
N
= 165; 132 females; Mean age = 22.9; SD = 4.76) filled in the Autism Spectrum Quotient (AQ) questionnaire, then performed a Gaze Cueing Task, followed and by an Implicit Association Test.
Results
Linear regression and linear mixed model analyses showed in the IAT task the presence of the same implicit ingroup bias for all participants, which was not predicted by the AQ score, while in the Gaze Cueing Task the GCE differed depending on the AQ score of the participants. Specifically, participants with low-medium, medium, and medium–high autistic traits (AQ = -1SD; AQ = mean; AQ = + 1SD respectively) presented the GCE for both ingroup and outgroup cueing faces, whereas participants with high autistic traits (AQ = + 2SD) only for ingroup faces.
Conclusions
In White Italian adults the presence of an implicit ingroup bias seems to influence the GCE, but it is not always true that the individuals showing an implicit ingroup bias do not orient their attention in the direction of gaze of the outgroup individuals. Instead, the GCE seems to be modulated by the level of autistic traits. That is, individuals with higher autistic traits seem to prioritize joint attention with only their ingroup members.
Journal Article
Electro-cortical implicit race bias does not vary with participants’ race or sex
by
Lipp, Ottmar V.
,
Terry, Deborah J.
,
Smith, Joanne R.
in
Adolescent
,
Adult
,
Analysis of Variance
2011
Earlier research found evidence for electro-cortical race bias towards black target faces in white American participants irrespective of the task relevance of race. The present study investigated whether an implicit race bias generalizes across cultural contexts and racial in- and out-groups. An Australian sample of 56 Chinese and Caucasian males and females completed four oddball tasks that required sex judgements for pictures of male and female Chinese and Caucasian posers. The nature of the background (across task) and of the deviant stimuli (within task) was fully counterbalanced. Event-related potentials (ERPs) to deviant stimuli recorded from three midline sites were quantified in terms of mean amplitude for four components: N1, P2, N2 and a late positive complex (LPC; 350–700 ms). Deviants that differed from the backgrounds in sex or race elicited enhanced LPC activity. These differences were not modulated by participant race or sex. The current results replicate earlier reports of effects of poser race relative to background race on the LPC component of the ERP waveform. In addition, they indicate that an implicit race bias occurs regardless of participant’s or poser’s race and is not confined to a particular cultural context.
Journal Article
Bias in the Air: A Nationwide Exploration of Teachers’ Implicit Racial Attitudes, Aggregate Bias, and Student Outcomes
by
Chin, Mark J.
,
Lovison, Virginia S.
,
Quinn, David M.
in
Academic Achievement
,
Achievement Gap
,
African American Students
2020
Theory suggests that teachers’ implicit racial attitudes affect their students, but large-scale evidence on U.S. teachers’ implicit biases and their correlates is lacking. Using nationwide data from Project Implicit, we found that teachers’ implicit White/Black biases (as measured by the implicit association test) vary by teacher gender and race. Teachers’ adjusted bias levels are lower in counties with larger shares of Black students. In the aggregate, counties in which teachers hold higher levels of implicit and explicit racial bias have larger adjusted White/Black test score inequalities and White/Black suspension disparities.
Journal Article
Interventions designed to reduce implicit prejudices and implicit stereotypes in real world contexts: a systematic review
by
FitzGerald, Chloë
,
Martin, Angela
,
Berner, Delphine
in
Associations
,
Behavioral Science and Psychology
,
Bias
2019
Background
Implicit biases are present in the general population and among professionals in various domains, where they can lead to discrimination. Many interventions are used to reduce implicit bias. However, uncertainties remain as to their effectiveness.
Methods
We conducted a systematic review by searching ERIC, PUBMED and PSYCHINFO for peer-reviewed studies conducted on adults between May 2005 and April 2015, testing interventions designed to reduce implicit bias, with results measured using the Implicit Association Test (IAT) or sufficiently similar methods.
Results
30 articles were identified as eligible. Some techniques, such as engaging with others’ perspective, appear unfruitful, at least in short term implicit bias reduction, while other techniques, such as exposure to counterstereotypical exemplars, are more promising. Robust data is lacking for many of these interventions.
Conclusions
Caution is thus advised when it comes to programs aiming at reducing biases. This does not weaken the case for implementing widespread structural and institutional changes that are multiply justified.
Journal Article
Experimental Evidence on Teachers’ Racial Bias in Student Evaluation: The Role of Grading Scales
2020
A vast research literature documents racial bias in teachers’ evaluations of students. Theory suggests bias may be larger on grading scales with vague or overly general criteria versus scales with clearly specified criteria, raising the possibility that well-designed grading policies may mitigate bias. This study offers relevant evidence through a randomized Web-based experiment with 1,549 teachers. On a vague grade-level evaluation scale, teachers rated a student writing sample lower when it was randomly signaled to have a Black author, versus a White author. However, there was no evidence of racial bias when teachers used a rubric with more clearly defined evaluation criteria. Contrary to expectation, I found no evidence that the magnitude of grading bias depends on teachers’ implicit or explicit racial attitudes.
Journal Article
Brief online implicit bias education increases bias awareness among clinical teaching faculty
by
Ornelas, India J.
,
Morales, Leo
,
Frogner, Bianca K.
in
Attitude of Health Personnel
,
Behavior change
,
Behavior modification
2022
Healthcare provider implicit bias influences the learning environment and patient care. Bias awareness is one of the key elements to be included in implicit bias education. Research on education enhancing bias awareness is limited. Bias awareness can motivate behavior change. The objective was to evaluate whether exposure to a brief online course, Implicit Bias in the Clinical and Learning Environment, increased bias awareness.
The course included the history of racism in medicine, social determinants of health, implicit bias in healthcare, and strategies to reduce the impact of implicit bias in clinical care and teaching. A sample of U.S. academic family, internal, and emergency medicine providers were recruited into the study from August to December 2019. Measures of provider implicit and explicit bias, personal and practice characteristics, and pre-post-bias awareness measures were collected.
Of 111 participants, 78 (70%) were female, 81 (73%) were White, and 63 (57%) were MDs. Providers held moderate implicit pro-White bias on the Race IAT (Cohen's d = 0.68) and strong implicit stereotypes associating males rather than females with 'career' on the Gender-Career IAT (Cohen's d = 1.15). Overall, providers held no explicit race bias (Cohen's d = 0.05). Providers reported moderate explicit male-career (Cohen's d = 0.68) and strong female-family stereotype (Cohen's d = 0.83). A statistically significant increase in bias awareness was found after exposure to the course (p = 0.03). Provider implicit and explicit biases and personal and practice characteristics were not associated with an increase in bias awareness.
Implicit bias education is effective to increase providers' bias awareness regardless of strength of their implicit and explicit biases and personal and practice characteristics. Increasing bias awareness is one step of many toward creating a positive learning environment and a system of more equitable healthcare.
Journal Article