Reducing Racial Bias Among Health Care Providers: Lessons from Social-Cognitive Psychology
Open accessAbstract
The paper sets forth a set of evidence-based recommendations for interventions to combat unintentional bias among health care providers, drawing upon theory and research in social cognitive psychology. Our primary aim is to provide a framework that outlines strategies and skills, which can be taught to medical trainees and practicing physicians, to prevent unconscious racial attitudes and stereotypes from negatively influencing the course and outcomes of clinical encounters. These strategies and skills are designed to: 1) enhance internal motivation to reduce bias, while avoiding external pressure; 2) increase understanding about the psychological basis of bias; 3) enhance providers' confidence in their ability to successfully interact with socially dissimilar patients; 4) enhance emotional regulation skills; and 5) improve the ability to build partnerships with patients. We emphasize the need for programs to provide a nonthreatening environment in which to practice new skills and the need to avoid making providers ashamed of having racial, ethnic, or cultural stereotypes. These recommendations are also intended to provide a springboard for research on interventions to reduce unintentional racial bias in health care.
AI snapshot
Written from the paper’s full text.
TL;DR
This paper proposes a social-cognitive framework of five strategies to help health care providers prevent unconscious racial stereotypes from negatively affecting clinical encounters. It argues that interventions should build internal motivation, understanding, confidence, emotional regulation, empathy/perspective taking, and partnership building, while cautioning that these recommendations have not yet been tested in health care.
Key findings
- The paper recommends five intervention targets: (1) enhance internal motivation to reduce bias while avoiding external pressure; (2) increase understanding of the psychological basis of bias; (3) enhance providers’ confidence in interacting with socially dissimilar patients; (4) enhance emotional regulation skills; and (5) improve the ability to build partnerships with patients.
- It warns that stereotype suppression can produce a “rebound effect,” increased social distancing, and depletion of cognitive resources; it recommends recognizing stereotypes and using counter-strategies rather than trying to actively suppress them.
- It highlights individuation, positive emotion, perspective taking/affective empathy, and common ingroup/partnership building as promising mechanisms from social-cognitive research; it notes that empathy has been shown to decline over medical training and physicians’ careers, suggesting interventions may need repetition.
- It states that the recommendations are based on empirical work mostly not conducted in health care providers and settings, and should undergo rigorous evaluation before widespread adoption.
Methods
- Design: conceptual/recommendation paper, not an empirical study; it sets forth evidence-based recommendations drawing on theory and research in social cognitive psychology.
- Data or sample: Not stated in the paper; no primary data, sample, or systematic review is described.
- Main analysis: narrative synthesis of theory and prior research, organized around a conceptual model (Figure 1) emphasizing motivation, information, skills, and emotion in interracial interaction.
Limitations
- Paper-stated: most supporting empirical work was not conducted in health care providers and settings; future interventions need rigorous evaluation, including attention to unintended consequences.
- Paper-stated: changing habits may temporarily increase cognitive burden, strategies take time and practice to become automatic, and the recommendations are not comprehensive or necessarily stand-alone programs.
- Evident from the text: there are no primary data or formal systematic review, and the proposed strategies remain untested in health care, so their effectiveness and potential harms are unknown.
Model-written summary. Check it against the paper before relying on it.
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Cites
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Claims the paper makes
0 of 120 cited sources checked · 0 supported · 0 flagged
- Premisecitation§ Abstract
Providers interact less effectively with minority than with white patients.
“(3) providers interact less effectively with minority than with white patients.32–37”
Quote in the paperSubstantial claim0 of 6 sources checked- cites [32] Cooper LA, Roter DL, Johnson RL, Ford DE, Steinwachs DM, Powe NR. Patient-centered communication, ratings of care, and concordance of patient and physician race. Ann Intern Med. 2003;139(11):907–15. source
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- Interpretationreasoning§ Abstract
Cross-cultural communication programs are likely to have only limited effects on the unconscious cognitive processes that result in stereotype activation and application.
“These programs, however, typically focus on improving providers’ cross-cultural communication skills and, as such, are likely to have only limited effects on the unconscious cognitive processes that result in stereotype activation and application.”
Quote in the paperSubstantial claim - Premisecitation§ Abstract
Application of stereotypes by health care providers frequently occurs outside conscious awareness.
“(2) application of such stereotypes frequently occurs outside conscious awareness26–31”
Quote in the paperSubstantial claim0 of 6 sources checked- cites [26] Banaji M, Greenwald AG. Implicit stereotyping and prejudice. In: Zanna MP, Olson JM, eds. The Psychology of Prejudice, The Ontario Symposium, vol. 7: 55–76.
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- Premisecitation§ Abstract
Whites spontaneously associate different health conditions with Whites and Blacks.
“Whites spontaneously associate different health conditions with Whites and Blacks. 41”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [41] Hunt JS, Rothmann TL, Rothman AJ, Iyer SN, McGorty EK. Implicit and explicit associations between health problems and social groups. Psychol Health. In press.
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- Premisecitation§ Abstract
Health care providers hold stereotypes based on patient race, class, sex, and other characteristics that influence their interpretation of behaviors and symptoms and their clinical decisions.
“There is significant evidence that (1) health care providers hold stereotypes—based on patient race, class, sex, and other characteristics4–17—that influence their interpretation of behaviors and symptoms, and their clinical decisions17–25”
Quote in the paperSubstantial claim0 of 10 sources checked- cites [4] van Ryn M, Burke J. The effect of patient race and socio-economic status on physicians’ perceptions of patients. Soc Sci Med. 2000;50(6):813–28. source
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- cites [7] Kelly CE. Bringing homophobia out of the closet: antigay bias within the patient–physician relationship. Pharos Alpha Omega Alpha Honor Med Soc. 1992;55(1):2–8.
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- Premisecitation§ Abstract
The most successful way to alleviate intergroup anxiety and increase provider confidence is through direct contact with members of other groups.
“The most successful way to alleviate intergroup anxiety and increase provider confidence is through direct “contact” with members of other groups.71,72”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation§ Abstract
Non-White patients may interpret signs of anxiety displayed by White providers as reflecting negative attitudes.
“may interpret signs of anxiety displayed by White providers as reflecting negative attitudes.69”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [69] Dovidio JF, Gaertner SE, Kawakami K, Hodson G. Why can’t we just get along? Interpersonal biases and interracial distrust. Cultural Diversity and Ethnic Minority Psychology. 2002;8(2):88–102. source
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- Premisecitation§ Abstract
Stereotype suppression can result in increased social distancing, potentially undermining the interpersonal quality of the encounter.
“Stereotype suppression also can result in increased social distancing, thus potentially undermining the interpersonal quality of the encounter.61”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [61] Macrae C, Bodenhausen GV, Milne AB, Jetten J. Out of mind but back in sight: stereotypes on the rebound. J Pers Soc Psychol. 1994;67(5):808–17. source
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- Interpretationreasoning§ Abstract
Promoting awareness of the social and historical context of race, the evidence documenting racial disparities in the quality of health care, and the evidence that provider bias may contribute to those disparities may help nurture internal motivation to reduce bias based on a sense of fairness.
“Promoting awareness of the social and historical context of race, the evidence documenting racial disparities in the quality of health care,2 and the evidence that provider bias may contribute to those disparities15 may also help in nurturing internal motivation to reduce bias, based on a sense of fairness.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [2] Smedley BD, Stith AY, Nelson AR, eds. Unequal Treatment: Confronting Racial and Ethnic Disparities in Healthcare. Washington, D.C.: National Academy Press; 2002.
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- Premisecitation§ Abstract
Even automatically activated prejudice and stereotypes can be inhibited when people are perceived more in terms of their particular qualities than primarily as members of social categories.
“Even automatically activated prejudice and stereotypes can be inhibited when people are perceived more in terms of their particular qualities than primarily as members of social categories.50”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [50] Blair IV. The malleability of automatic stereotypes and prejudice. Pers Soc Psychol Rev. 2002;6:242–61. source
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- Premisecitation§ Abstract
Nonverbal behaviors associated with anxiousness overlap considerably with cues of dislike.
“Nonverbal behaviors associated with anxiousness overlap considerably with cues of dislike.70”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [70] Dovidio JF, Hebl M, Richeson J, Shelton JN. Nonverbal communication, race, and intergroup interaction. In: Manusov V, Patterson ML, eds. Handbook of Nonverbal Communication. Thousand Oaks, CA: Sage; 2006. source
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- Premisecitation§ Abstract
Anticipated public censure can have paradoxical effects.
“Anticipated public censure can have paradoxical effects.57,58”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [57] Devine PG, Plant E, Amodio DM, Harmon-Jones E, Vance SL. The regulation of explicit and implicit race bias: the role of motivations to respond without prejudice. J Pers Soc Psychol. 2002;82(5):835–48. source
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- Interpretationreasoning§ Abstract
Interactive, facilitated discussions among colleagues of different race and ethnicity may enhance providers' confidence in interracial interactions.
“Thus interactive, facilitated discussions, particularly in which people interact in individualized ways, among colleagues of different race and ethnicity may be one method to enhance providers’ confidence in interracial interactions.”
Quote in the paperSubstantial claim - Premisecitation§ Abstract
Stereotype suppression can lead to a number of negative, unintended consequences.
“Stereotype suppression (e.g., trying to push away any stereotypic thoughts that arise while in the presence of an African-American patient) can lead to a number of negative, unintended consequences.”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [61] Macrae C, Bodenhausen GV, Milne AB, Jetten J. Out of mind but back in sight: stereotypes on the rebound. J Pers Soc Psychol. 1994;67(5):808–17. source
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- cites [62] Macrae CN, Bodenhausen GV, Milne AB. Saying no to unwanted thoughts: self-focus and the regulation of mental life. J Pers Soc Psychol. 1998;74(3):578–89. source
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- Interpretationreasoning§ Abstract
To the extent that many people are unaware of their biases, there is little motivation for change.
“To the extent that many people are unaware of their biases, there is little motivation for change.”
Quote in the paperNot a substantial claim - Premisecitation§ Abstract
With sufficient motivation, cognitive resources, and effort, people are able to focus on the unique qualities of individuals rather than on the groups they belong to in forming impressions and behaving toward others.
“Promising evidence in social cognitive psychology indicates that with sufficient motivation, cognitive resources, and effort, people are able to focus on the unique qualities of individuals, rather than on the groups they belong to, in forming impressions and behaving toward others.48,49”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [48] Brewer MB. A dual process model of impression formation. In: Wyer TSSRS, ed. Advances in Social Cognition. Vol I. Hillsdale, NJ: Erlbaum; 1988:1–36.
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- Premisecitation§ Abstract
The consequences of unintentional bias ultimately may be as adverse as more overt biases.
“The consequences of this unintentional bias ultimately may be as adverse as more overt biases.42–44”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [42] Brewer MB, Brown RJ. Intergroup relations. In: Gilbert DT, Fiske ST, Lindzey G, eds. The Handbook of Social Psychology (4th ed). Boston, MA: McGraw-Hill; 1998.
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- Premisecitation§ Abstract
Non-White patients may be particularly vigilant for signs of prejudice or rejection.
“Non-White patients, who may be particularly vigilant for signs of prejudice or rejection,68”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [68] Vorauer JD, Kumhyr SM. Is this about you or me? Self- versus other-directed judgments and feelings in response to intergroup interaction. Pers Soc Psychol Bull. 2001;27:706–19. source
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- Premisecitation§ Abstract
Procedures that reveal unconscious prejudice and stereotypes can engender negative emotional states that motivate people to become more sensitive to and attempt to counteract the effects of unconscious prejudice and stereotypes.
“These procedures can engender negative emotional states54,55 that motivate people to become more sensitive to and attempt to counteract the effects of unconscious prejudice and stereotypes.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [54] Leippe MR, Eistenstadt D. Generalization of dissonance reduction: Decreasing prejudice through induced compliance. J Pers Soc Psychol. 1994;67:395–413. source
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- Interpretationreasoning§ Abstract
For people who believe they are unbiased and aspire to be nonprejudiced, it may be possible to capitalize on their good intentions to motivate efforts to reduce their unconscious biases once they become aware of them.
“However, for people who believe that they are unbiased and aspire to be nonprejudiced, it may be possible to capitalize on their good intentions to motivate efforts to reduce their unconscious biases once they become aware of them.”
Quote in the paperSubstantial claim - Premisecitation§ Abstract
Empathy has both cognitive and affective components.
“Empathy has both cognitive and affective components.79,80”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [79] Batson CD. Altruism and prosocial behavior. In: Gilbert DT, Fiske ST, Lindzey G, eds. The Handbook of Social Psychology, No. 2. New York, NY: McGraw-Hill; 1998:282–316.
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- Premisecitation§ Abstract
Studies of patient-centered care suggest significant benefits in terms of patient satisfaction and medical outcomes.
“Studies of patient-centered care suggest significant benefits in terms of patient satisfaction and medical outcomes.110–114”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [110] Kinnersley P, Stott N, Peters TJ, Harvey I. The patient-centredness of consultations and outcome in primary care. Br J Gen Pract. 1999;49:711–6.
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- Premisecitation§ Abstract
One study found that physicians rated as empathetic/compassionate by their peers had less stereotypic attitudes toward patients than physicians classified as low on empathy.
“Similarly, one study found that physicians rated as “empathetic/compassionate” by their peers had less stereotypic attitudes toward patients than physicians classified as low on empathy.85”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [85] Carmel S, Glick SM. Compassionate-empathic physicians: personality traits and socio-organizational factors that enhance or inhibit this behavior pattern. Soc Sci Med. 1996;43(8):1253–61. source
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- Premisecitation§ Abstract
Creating a partnership, which produces a common group identity, reduces conscious and unconscious racial biases among Whites in interracial interactions.
“Creating a partnership, which produces a common group identity, reduces conscious and unconscious racial biases among Whites in interracial interactions.98,108”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [98] Gaertner SL, Dovidio JF. Reducing Intergroup Bias: The Common Ingroup Identity Model. Philadelphia, PA, US: Psychology Press. 2000;212.
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- cites [108] Nier JA, Gaertner SL, Dovidio JF, et al. Changing interracial evaluations and behavior: the effects of a common group identity. Group Proces Intergroup Relat. 2001;4:299–316. source
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- Premisecitation§ Abstract
Whether people perceive another as a partner on the same team (i.e., as part of the same group, the ingroup) or as a member of a different group (outgroup) has profound implications on their reactions to the other.
“Whether people perceive another as a partner on the “same team” (i.e., as part of the same group, the “ingroup”) or as a member of a different groups (“outgroup”) has profound implications on their reactions to the other.42,98–101”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [42] Brewer MB, Brown RJ. Intergroup relations. In: Gilbert DT, Fiske ST, Lindzey G, eds. The Handbook of Social Psychology (4th ed). Boston, MA: McGraw-Hill; 1998.
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- cites [98] Gaertner SL, Dovidio JF. Reducing Intergroup Bias: The Common Ingroup Identity Model. Philadelphia, PA, US: Psychology Press. 2000;212.
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- cites [99] Fiske ST. Stereotyping, Prejudice, and Discrimination. Vol 2., 4th ed. Boston: McGraw-Hill; 1998.
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- Premisecitation§ Abstract
Perceptions of common ingroup membership increase psychological bond and feelings of oneness that facilitate perspective taking and the arousal of empathy in response to their needs or problems.
“Perceptions of common ingroup membership also increase psychological bond and feelings of “oneness” that facilitate perspective taking82 and the arousal of empathy in response to their needs or problems.105–107”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [82] Dovidio JF, ten Vergert M, Stewart TL, et al. Perspective and prejudice: antecedents and mediating mechanisms. Pers Soc Psychol Bull. 2004;30(12):1537–49. source
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- Interpretationreasoning§ CONCLUSION
It will take time and practice before providers are able to execute the strategies discussed in an automatic way and to fully realize their purported benefit.
“Thus, it will take time and practice before providers are able to execute the strategies we have discussed in an automatic way, and to therefore fully realize their purported benefit.”
Quote in the paperSubstantial claim - Premisecitation§ Abstract
Many studies have documented the positive effect of provider empathy on patients, which include increased patient satisfaction, adherence, self-efficacy, perceptions of control, less emotional distress, and better outcomes.
“Many studies have documented the positive effect of provider empathy on patients, which include increased patient satisfaction, adherence, self-efficacy, perceptions of control, less emotional distress, and better outcomes.87–90”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [87] Beck RS, Daughtridge R, Sloane PD. Physician–patient communication in the primary care office: a systematic review. J Am Board Fam Pract. 2002;15(1):25–38.
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- Premisecitation§ Abstract
One study found that non-Hispanic White psychologists viewing videotapes of an actress playing a patient reported less empathy when the patient was described as Hispanic rather than White.
“For instance, one study found that non-Hispanic White psychologists viewing videotapes of an actress playing a patient reported less empathy when the patient was described as Hispanic rather than White.78”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [78] Arroyo JA. Psychotherapist bias with Hispanics: an analog study. Hisp J Behav Sci. 1996;18(21–8). source
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- Interpretationnone given§ Abstract
These reactions are so ingrained and fundamental that they occur automatically, without awareness or intention.
“These reactions are so ingrained and fundamental that they occur automatically, without awareness or intention.”
Quote in the paperNot a substantial claim - Premisecitation§ Abstract
There is some evidence that having providers take on the role of patients in role-play exercises can increase empathy among health care providers.
“There is also some evidence that having providers take on the role of patients in role-play exercises can increase empathy among health care providers. This strategy might be useful in team discussions of difficult patients.95–97”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [95] Cosgray RE, Davidhizar RE, Grostefon JD, Powell M, Wringer PH. A day in the life of an inpatient: an experiential game to promote empathy for individuals in a psychiatric hospital. Arch Psychiatr Nurs. 1990;4(6):354–9. source
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- cites [96] Henderson P, Johnson MH. Assisting medical students to conduct empathic conversations with patients from a sexual medicine clinic. Sex Transm Infect. 2002;78(4):246–9. source
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- cites [97] Seaberg DC, Godwin SA, Perry SJ. Teaching patient empathy: the ED visit program. Acad Emerg Med. 2000;7(12):1433–6. source
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- Premisecitation§ Abstract
Partnership building can improve the effectiveness of patient-provider interactions by reframing the interaction as one between collaborating equals, rather than between one high-status person, the provider, and one low-status person, the patient.
“Partnership building can improve the effectiveness of patient–provider interactions by reframing the interaction as one between collaborating equals, rather than between one high-status person, the provider, and one low-status person, the patient.98”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [98] Gaertner SL, Dovidio JF. Reducing Intergroup Bias: The Common Ingroup Identity Model. Philadelphia, PA, US: Psychology Press. 2000;212.
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- May combine two claims. 22
- Classified as probably not a substantial claim. 2
May combine two claims.
Premisecitation§ AbstractWhites tend to have unconscious stereotypes of Whites as intelligent, successful, and educated, and of Blacks as aggressive, impulsive, and lazy.
“Whites tend to have unconscious stereotypes of Whites as intelligent, successful, and educated, and of Blacks as aggressive, impulsive, and lazy,40”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [40] Wittenbrink B, Judd CM, Park B. Evidence for racial prejudice at the implicit level and its relationship with questionnaire measures. J Pers Soc Psychol. 1997;72(2):262–74. source
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May combine two claims.
Premisecitation§ AbstractOvert expressions of prejudice and negative racial stereotypes have declined substantially over time as norms condemning bias and endorsing racial equality have become stronger and more widespread across the population.
“overt expressions of prejudice and negative racial stereotypes have declined substantially over time, as norms condemning bias and endorsing racial equality have become stronger and more widespread across the population.38,39”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [38] Schuman H, Steeh C, Bobo L, Krysan M. Racial attitudes in America: Trends and interpretations, 2nd ed. Cambridge, MA: Harvard University Press; 1997.
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- cites [39] Bobo L. Racial attitudes and relations at the close of the twentieth century. In: Smelser NJ, Wilson WJ, Mitchell F, eds. Racial trends and their consequences. Washington, DC: National Academy Press; 2001:264–301.
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May combine two claims.
Premisecitation§ AbstractEven consciously egalitarian people may hold negative ethnic and racial stereotypes and attitudes of which they may not be fully conscious.
“even consciously egalitarian people may hold negative ethnic and racial stereotypes and attitudes,26–31 of which they may not be fully conscious.”
Quote in the paperSubstantial claim0 of 6 sources checked- cites [26] Banaji M, Greenwald AG. Implicit stereotyping and prejudice. In: Zanna MP, Olson JM, eds. The Psychology of Prejudice, The Ontario Symposium, vol. 7: 55–76.
Not checked in the free run.
- cites [27] Devine PG, Monteith MJ. Automaticity and control in stereotyping. In: Chaiken S, Trope Y, eds. Dual-process Theories in Social Psychology. New York: Guilford Press; 1999:339–60
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- cites [28] Dovidio JF, Gaertner SL. On the nature of contemporary prejudice: The causes, consequences, and challenges of aversive racism. In: Eberhardt JL, Fiske, ST eds. Racism: The problem and the Response. Newbury Park, CA: Sage; 1998.
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- cites [29] Dovidio JF, Kawakami K, Gaertner SL. Implicit and explicit prejudice and interracial interaction. J Pers Soc Psychol. 2002;82(1):62–8. source
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- cites [30] Fazio RH, Jackson JR, Dunton BC, Williams CJ. Variability in automatic activation as an unobtrusive measure of racial attitudes: a bona fide pipeline? J Pers Soc Psychol. 1995;69(6):1013–27. source
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- cites [31] Wilson TD, Lindsey S, Schooler TY. A model of dual attitudes. Psychol Rev. 2000;107(1):101–26. source
Not checked in the free run.
May combine two claims.
Premisecitation§ AbstractUnconscious biases are habits of mind, learned over time through repeated personal experiences and cultural socialization, and are highly resistant to change.
“as unconscious biases are “habits of mind”,31,45 learned over time through repeated personal experiences and cultural socialization, they are highly resistant to change.46”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [31] Wilson TD, Lindsey S, Schooler TY. A model of dual attitudes. Psychol Rev. 2000;107(1):101–26. source
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- cites [45] Devine PG, Monteith MJ. The role of discrepancy-associated affect in prejudice reduction. In: Mackie DM, Hamilton DL, eds. Affect, Cognition and Stereotyping: Interactive Processes In Intergroup Perception. Orlando, FL: Academic Press; 1993:317–44. source
Not checked in the free run.
- cites [46] Kawakami K, Dovidio JF, Moll J, Hermsen S, Russin A. Just say no (to stereotyping): effects of training in the negation of stereotypic associations on stereotype activation. J Pers Soc Psychol. 2000;78(5):871–88. source
Not checked in the free run.
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Premisecitation§ AbstractPeople tend to have less empathy for others perceived as dissimilar, including members of other social categories, which typically results in low rapport.
“People tend to have less empathy for others perceived as dissimilar,77 including members of other social categories,67 which typically result in low rapport.29,35,37,69”
Quote in the paperSubstantial claim0 of 6 sources checked- cites [77] Krebs D. Empathy and altruism. J Pers Soc Psychol. 1975;32:1134–46. source
Not checked in the free run.
- cites [67] Plant E, Devine PG. The antecedents and implications of interracial anxiety. Pers Soc Psychol Bull. 2003;29(6):790–801. source
Not checked in the free run.
- cites [29] Dovidio JF, Kawakami K, Gaertner SL. Implicit and explicit prejudice and interracial interaction. J Pers Soc Psychol. 2002;82(1):62–8. source
Not checked in the free run.
- cites [35] Johnson RL, Roter D, Powe NR, Cooper LA. Patient race/ethnicity and quality of patient–physician communication during medical visits. Am J Public Health. 2004;94(12):2084–90. source
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- cites [37] Cooper LA, Roter D. Patient–provider communication: the effect of race and ethnicity on process and outcomes of healthcare. In: Smedley BD, Stith AY, Nelson AR, eds. Unequal treatment: confronting racial and ethnic disparities in healthcare. Washington, D.C.: The National Academies Press; 2003:552–93.
Not checked in the free run.
- cites [69] Dovidio JF, Gaertner SE, Kawakami K, Hodson G. Why can’t we just get along? Interpersonal biases and interracial distrust. Cultural Diversity and Ethnic Minority Psychology. 2002;8(2):88–102. source
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May combine two claims.
Premisecitation§ AbstractExperiments testing the impact of instructions to avoid stereotyping have shown very short-term benefit with a rebound effect, in which the stereotype later recurred at a higher rate than among control groups who were not instructed to suppress.
“Experiments testing the impact of instructions to avoid stereotyping have shown very short-term benefit with a “rebound effect,” in which the stereotype later recurred at a higher rate than among the control groups who were not instructed to suppress.61–64”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [61] Macrae C, Bodenhausen GV, Milne AB, Jetten J. Out of mind but back in sight: stereotypes on the rebound. J Pers Soc Psychol. 1994;67(5):808–17. source
Not checked in the free run.
- cites [62] Macrae CN, Bodenhausen GV, Milne AB. Saying no to unwanted thoughts: self-focus and the regulation of mental life. J Pers Soc Psychol. 1998;74(3):578–89. source
Not checked in the free run.
- cites [63] Wenzlaff RMW, Daniel M. Thought suppression. Annu Rev Psychol. 2000;51:59–91. source
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- cites [64] Wyer NA, Sherman JW, Stroessner SJ. The roles of motivation and ability in controlling the consequences of stereotype suppression. Pers Soc Psychol Bull. 2000;26(1):13–25. source
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Interpretationreasoning§ AbstractUse of stress-reducing techniques to enhance emotional well-being before patient encounters may help reduce racial bias.
“Additionally, when time and circumstances allow, the use of stress-reducing techniques to enhance emotional well-being before patient encounters may help reduce racial bias.”
Quote in the paperNot a substantial claim- Rests on an assumption: Stress and negative emotions may increase stereotyping.
May combine two claims.
Interpretationnone given§ AbstractMuch of contemporary racism occurs unintentionally, fueled by unconscious prejudice and stereotypes.
“As we have discussed earlier, much of contemporary racism occurs unintentionally, fueled by unconscious prejudice and stereotypes.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ AbstractEnhancing provider empathy is a particularly promising strategy for increasing the effectiveness of patient-provider interactions generally, and especially for interracial interactions.
“Enhancing provider empathy is a particularly promising strategy for increasing the effectiveness of patient–provider interactions generally, and especially for interracial interactions.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ AbstractWhites often feel anxious when interacting with Blacks because of a lack of positive experiences with interracial encounters, leading them to avoid such interactions.
“Psychological research has shown that Whites often feel anxious when interacting with Blacks, because of a lack of positive experiences with interracial encounters, leading them to avoid such interactions.67”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [67] Plant E, Devine PG. The antecedents and implications of interracial anxiety. Pers Soc Psychol Bull. 2003;29(6):790–801. source
Not checked in the free run.
May combine two claims.
Premisecitation§ AbstractIn several studies, White subjects in whom positive emotions were induced more accurately recognized Black faces, suggesting that positive emotional states can lead to lower levels of racial categorization.
“For instance, in several studies, White subjects in whom positive emotions were induced more accurately recognized Black faces, suggesting that positive emotional states can lead to lower levels of racial categorization.74”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [74] Johnson KJF, Barbara L. “We All Look the Same to Me”: positive emotions eliminate the own-race bias in face recognition. Psychol Sci. 2005;16:875–81. source
Not checked in the free run.
May combine two claims.
Premisecitation§ AbstractPositive emotional states have been shown to broaden the scope of attention and the tendency to attend to new information, a mental state consistent with greater levels of individuation and lower levels of categorization.
“More generally, positive emotional states have been shown to broaden the scope of attention and the tendency to attend to new information,76 a mental state that is consistent with greater levels of individuation and lower levels of categorization.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [76] Sexton K, Adgate JL, Church TR, et al. Children’s exposure to environmental tobacco smoke: using diverse exposure metrics to document ethnic/racial differences. Environ Health Perspect. 2004;112(3):392–7. source
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May combine two claims.
Interpretationcitation§ AbstractProviders who experience higher levels of positive emotion during clinical encounters may be less likely to categorize patients in terms of their racial, ethnic, or cultural group and more likely to view patients in terms of their individual attributes.
“Recent research suggests that providers who experience higher levels of positive emotion during clinical encounters may be less likely to categorize patients in terms of their racial, ethnic, or cultural group and more likely to view patients in terms of their individual attributes (i.e., individuation).”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationreasoning§ AbstractIn the clinical encounter, White providers may engage in avoidance behaviors and spend less time with non-White patients, leading to poorer patient-provider relationships.
“In the context of the clinical encounter, this may translate into White providers’ engaging in avoidance behaviors and spending less time with non-White patients, leading to poorer patient–provider relationships.”
Quote in the paperSubstantial claimMay combine two claims.
Premisecitation§ AbstractTechniques that lead people to recognize their unconscious biases include exercises where they compare what they would do and what they should do in intergroup circumstances, and procedures such as the Implicit Association Test that can reveal unconscious prejudice and stereotypes.
“Techniques that lead people to recognize their unconscious biases include exercises where they are prompted to compare what they would do and what they should do in a variety of intergroup circumstances,45 and recently developed procedures (such as the Implicit Association Test52,53) that can reveal unconscious prejudice and stereotypes.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [45] Devine PG, Monteith MJ. The role of discrepancy-associated affect in prejudice reduction. In: Mackie DM, Hamilton DL, eds. Affect, Cognition and Stereotyping: Interactive Processes In Intergroup Perception. Orlando, FL: Academic Press; 1993:317–44. source
Not checked in the free run.
- cites [52] Greenwald AG, McGhee DE, Schwartz JLK. Measuring individual differences in implicit cognition: the implicit association test. J Pers Soc Psychol. 1998;74(6):1464–80. source
Not checked in the free run.
- cites [53] Nosek BA. Moderators of the relationship between implicit and explicit evaluation. J Exp Psychol Gen. 2005;134:565–84. source
Not checked in the free run.
May combine two claims.
Premisecitation§ AbstractSuppressing stereotypes requires effort, which can deplete cognitive resources and adversely affect the ability to solve problems and make correct decisions.
“In addition, suppressing stereotypes requires effort,65 which can deplete cognitive resources and adversely affect the ability to solve problems and make correct decisions.66”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [65] Shelton JN, Richeson JA, Salvatore J, Trawalter S. Ironic effects of racial bias during interracial interactions. Psychol Sci. 2005;16:397–402. source
Not checked in the free run.
- cites [66] Richeson JA, Shelton JN. When prejudice does not pay: effects of interracial contact on executive function. Psychol Sci. 2003 14:287–90. source
Not checked in the free run.
May combine two claims.
Premisecitation§ AbstractPositive emotion has been shown to lead to the use of more inclusive social categories, so that people are more likely to view themselves as part of a larger group, which can facilitate empathy and increase the capacity to see others as members of a common ingroup as opposed to outgroup.
“Positive emotion has also been shown to lead to the use of more inclusive social categories, so that people are more likely to view themselves as being part of a larger group,28,75 which can facilitate empathy and increase the capacity to see others as members of a common “ingroup,” as opposed to “outgroup.”43”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [28] Dovidio JF, Gaertner SL. On the nature of contemporary prejudice: The causes, consequences, and challenges of aversive racism. In: Eberhardt JL, Fiske, ST eds. Racism: The problem and the Response. Newbury Park, CA: Sage; 1998.
Not checked in the free run.
- cites [75] Dovidio JF, Gaertner SL, Isen AM, Lowrance R. Group representations and intergroup bias: positive affect, similarity, and group size. Pers Soc Psychol Bull. 1995;21(8):856–65. source
Not checked in the free run.
- cites [43] Dovidio JF, Gaertner SL. Aversive racism. In: Zanna MP, ed. Advances in Experimental Social Psychology. Vol 36. San Diego, CA: Academic Press; 2004:1–51.
Not checked in the free run.
May combine two claims.
Premisecitation§ AbstractIn general, people retain information in a more detailed fashion, remember more positive information, and are more forgiving of behaviors for ingroup compared to outgroup members.
“In general, people retain information in a more detailed fashion, remember more positive information, and are more forgiving of behaviors for ingroup compared to outgroup members.102–104”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [102] Hewstone M. The ‘ultimate attribution error’? A review of the literature on intergroup causal attribution. Eur J Soc Psychol. 1990;20:311–35. source
Not checked in the free run.
- cites [103] Howard JW, Rothbart M. Social categorization and memory for in-group and out-group behavior. J Pers Soc Psychol. 1980;38(2):301–10. source
Not checked in the free run.
- cites [104] Park B, Rothbart M. Perception of out-group homogeneity and levels of social categorization: memory for the subordinate attributes of in-group and out-group members. J Pers Soc Psychol. 1982;42(6):1051–68. source
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May combine two claims.
Premisecitation§ AbstractEmpathy has been shown to decline over the course of medical training and the course of physicians' medical careers, suggesting that interventions to increase empathy might need to be repeated over time to be effective.
“Unfortunately, empathy has been shown to decline over the course of medical training91–94 and the course of physicians’ medical careers,85 suggesting that interventions to increase empathy might need to be repeated over time to be effective.”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [91] Bellini LM, Baime M, Shea J. Variation of mood and empathy during internship. JAMA. 2002;287:3143–46. source
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- cites [92] Bellini LM, Shea JA. Mood change and empathy decline persist during three years of internal medicine training. Acad Med. 2005;80(2):164–7. source
Not checked in the free run.
- cites [93] Diseker RA, Michielutte R. An analysis of empathy in medical students before and following clinical experience. J Med Educ. 1981;56(12):1004–10.
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- cites [94] Hojat M, Mangione S, Nasca TJ, et al. An empirical study of decline in empathy in medical school. Med Educ. 2004;38(9):934–41. source
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- cites [85] Carmel S, Glick SM. Compassionate-empathic physicians: personality traits and socio-organizational factors that enhance or inhibit this behavior pattern. Soc Sci Med. 1996;43(8):1253–61. source
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May combine two claims.
Interpretationreasoning§ AbstractPartnership-building between provider and patient would be expected to produce a more positive and responsive orientation of the provider to the patient, and a more open and cooperative orientation of the patient to the provider.
“Partnership-building between provider and patient would not only be expected to produce a more positive and responsive orientation of the provider to the patient, but also a more open and cooperative orientation of the patient to the provider.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone given§ CONCLUSIONThe initial stages of changing old habits and developing new skills are likely to temporarily result in greater cognitive burden for providers during clinical encounters.
“Second, it is important to recognize that the initial stages of changing old habits and developing new skills are likely to temporarily result in greater cognitive burden for providers during clinical encounters.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisecitation§ AbstractPerspective taking arouses affective empathy, and affective empathy facilitates adopting the other's perspective.
“In practice, perspective taking and affective empathy are closely related: perspective taking arouses affective empathy, and affective empathy facilitates adopting the other’s perspective.79”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [79] Batson CD. Altruism and prosocial behavior. In: Gilbert DT, Fiske ST, Lindzey G, eds. The Handbook of Social Psychology, No. 2. New York, NY: McGraw-Hill; 1998:282–316.
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Premisecitation§ AbstractControlled laboratory studies instructing subjects to adopt a perspective associated with another person and his or her situation have been shown to reduce bias toward a range of stigmatized groups, including Blacks, and to inhibit the activation of unconscious stereotypes and prejudices.
“Controlled laboratory studies instructing subjects to adopt a perspective associated with another person and his or her situation have been shown to reduce bias toward a range of stigmatized groups,81 including Blacks,82,83 and to inhibit the activation of unconscious stereotypes and prejudices.84”
Quote in the paperSubstantial claim0 of 4 sources checked- cites [81] Batson CD, Polycarpou MP, Harmon-Jones E, et al. Empathy and attitudes: can feeling for a member of a stigmatized group improve feelings toward the group? J Pers Soc Psychol. 1997;72(1):105–18. source
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- cites [82] Dovidio JF, ten Vergert M, Stewart TL, et al. Perspective and prejudice: antecedents and mediating mechanisms. Pers Soc Psychol Bull. 2004;30(12):1537–49. source
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- cites [83] Finlay KA, Stephan WG. Improving intergroup relations: the effects of empathy on racial attitudes. J Appl Soc Psychol. 2000;30(8):1720–37. source
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- cites [84] Galinsky AD, Moskowitz GB. Perspective-taking: decreasing stereotype expression, stereotype accessibility, and in-group favoritism. J Pers Soc Psychol. 2000;78(4):708–24. source
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May combine two claims.
Premisecitation§ AbstractPerspective taking and affective empathy ultimately produce more positive orientations toward the other person and a greater interest in the other's welfare.
“Both ultimately produce more positive orientations toward the other person and a greater interest in the other’s welfare.86”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [86] Batson CD, Kobrynowicz D, Dinnerstein JL, Kampf HC, Wilson AD. In a very different voice: unmasking moral hypocrisy. J Pers Soc Psychol. 1997;72(6):1335–48. source
Not checked in the free run.
The paper relies on this without support.
There has been relatively little discussion to date of how to mitigate the negative impact of unconscious racial stereotyping among health care providers.
“In fact, there has been relatively little discussion to date of how to mitigate the negative impact of unconscious racial stereotyping among health care providers, despite the acknowledged need to do so.32–35”
The paper relies on this without support.
The proposed strategies have not yet been tested in the realm of health care.
“It is important to note that these proposed strategies have not yet been tested in the realm of health care and should undergo rigorous evaluation before widespread adoption.”
The paper relies on this without support.
The cognitive strategy of categorization that gives rise to stereotyping and racial prejudice is a normal aspect of human cognition.
“current understanding posits that the cognitive strategy of categorization that gives rise to stereotyping and racial prejudice is a normal aspect of human cognition.”
The paper relies on this without support.
Stress and negative emotions may increase stereotyping.
“simply being aware that stress and negative emotions may increase stereotyping could make providers more vigilant about when their interactions with patients are likely to be biased.”
The paper relies on this without support.
In the United States, race, ethnicity, and sex represent automatically activated categories that form the basis for ingroup–outgroup differentiation.
“In the United States, race, ethnicity, and sex represent automatically activated categories that form the basis for ingroup–outgroup differentiation.”
The paper relies on this without support.
Most of the empirical work underlying the recommendations has not been conducted in health care providers and settings.
“First, although our recommendations are based on empirical work, most of that work has not been conducted in health care providers and settings.”
The paper relies on this without support.
The recommended social-cognitive strategies can prevent unconscious racial attitudes and stereotypes from negatively influencing the course and outcomes of clinical encounters.
“our recommended strategies are not intended to change these associations directly,47 but rather to give providers strategies and skills to prevent unconscious attitudes and stereotypes from influencing the course and outcomes of clinical encounters in negative ways.”
The paper relies on this without support.
Efforts such as enhancing empathy and partnership building are relevant to reducing provider bias.
“Efforts such as enhancing empathy and partnership building are relevant not only to reducing provider bias but to improving patient–provider relationships in general.”
The paper relies on this without support.
Efforts such as enhancing empathy and partnership building are relevant to improving patient–provider relationships in general.
“Efforts such as enhancing empathy and partnership building are relevant not only to reducing provider bias but to improving patient–provider relationships in general.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The presence of implicit biases among healthcare professionals and the effect on quality of clinical care is a cause for concern.
“The presence of implicit biases among healthcare professionals and the effect on quality of clinical care is a cause for concern [13–15].”
From Implicit bias in healthcare professionals: a systematic review (2017) · cites this paper as [13]
There is emerging evidence that a broad range of social psychological interventions are likely to reduce implicit bias among providers.
“There is emerging evidence that there are a broad range of social psychological interventions that are likely to reduce implicit bias among providers [76].”
From Reducing Racial Inequities in Health: Using What We Already Know to Take Action (2019) · cites this paper as [76]
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“…biases, and (b) providing instruction on strategies they can use to either reduce the activation of implicit associations, or control how those associations influence judgment and behavior (Blair et al., 2011; Burgess et al., 2007; Stone & Moskowitz, 2011; Teal, Gill, Green, & Crandall, 2012).”
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Self-citationUnconscious (Implicit) Bias and Health Disparities: Where Do We Go from Here?
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- Authors
- Burgess, D., van Ryn, M., Dovidio, J., & Saha, S.
- Affiliations
- University of Minnesota (US)
- Yale University (US)
- Oregon Health & Science University (US)
- Corresponding author
- Burgess, Diana
- Venue
- Journal of General Internal Medicine
- Published
- 2007-03-03
- Volume
- 22
- Issue
- 6
- Pages
- 882-887
- ISSN
- 0884-8734 (ISSN-L)
- 1525-1497
- PMC
- PMC2219858
- OpenAlex
- W2011893684
- Semantic Scholar
- af83f6d663f2f8ef53290a246c6ad777273432ed
- Cited by
- 495
- References
- 130
- Citations by year
- 2026: 13 · 2025: 49 · 2024: 28 · 2023: 27 · 2022: 51 · 2021: 44 · 2020: 34 · 2019: 35 · 2018: 30 · 2017: 25 · 2016: 24 · 2015: 22 · 2014: 24 · 2013: 24 · 2012: 12
- FWCI
- 40.49
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal of General Internal Medicine (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- University Libraries (University of Maryland) (submittedVersion)
- Digital Repository at the University of Maryland (University of Maryland College Park)
- Funders
- U.S. Department of Veterans Affairs
- Topics
- Social Sciences › Sociology and Political Science › Social and Intergroup Psychology
- Social Sciences › Sociology and Political Science › Cultural Competency in Health Care
- Social Sciences › Sociology and Political Science › Racial and Ethnic Identity Research
- Keywords
- racial bias, healthcare workers, social cognitive psychology, bias reduction interventions, medical trainees, physician-patient interaction, emotion regulation, patient partnership, intrinsic motivation
- MeSH terms
- Attitude of Health Personnel, Delivery of Health Care, Health Personnel, Humans, Physician-Patient Relations, Prejudice, Race Relations, Social Perception, Stereotyping
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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