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Kugelmass H. "Sorry, I'm Not Accepting New Patients": An Audit Study of Access to Mental Health Care. JOURNAL OF HEALTH AND SOCIAL BEHAVIOR 2016; 57:168-83. [PMID: 27251890 DOI: 10.1177/0022146516647098] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Through a phone-based field experiment, I investigated the effect of mental help seekers' race, class, and gender on the accessibility of psychotherapists. Three hundred and twenty psychotherapists each received voicemail messages from one black middle-class and one white middle-class help seeker, or from one black working-class and one white working-class help seeker, requesting an appointment. The results revealed an otherwise invisible form of discrimination. Middle-class help seekers had appointment offer rates almost three times higher than their working-class counterparts. Race differences emerged only among middle-class help-seekers, with blacks considerably less likely than whites to be offered an appointment. Average appointment offer rates were equivalent across gender, but women were favored over men for appointment offers in their preferred time range.
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Racial bias in pain assessment and treatment recommendations, and false beliefs about biological differences between blacks and whites. Proc Natl Acad Sci U S A 2016; 113:4296-301. [PMID: 27044069 DOI: 10.1073/pnas.1516047113] [Citation(s) in RCA: 1287] [Impact Index Per Article: 143.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Black Americans are systematically undertreated for pain relative to white Americans. We examine whether this racial bias is related to false beliefs about biological differences between blacks and whites (e.g., "black people's skin is thicker than white people's skin"). Study 1 documented these beliefs among white laypersons and revealed that participants who more strongly endorsed false beliefs about biological differences reported lower pain ratings for a black (vs. white) target. Study 2 extended these findings to the medical context and found that half of a sample of white medical students and residents endorsed these beliefs. Moreover, participants who endorsed these beliefs rated the black (vs. white) patient's pain as lower and made less accurate treatment recommendations. Participants who did not endorse these beliefs rated the black (vs. white) patient's pain as higher, but showed no bias in treatment recommendations. These findings suggest that individuals with at least some medical training hold and may use false beliefs about biological differences between blacks and whites to inform medical judgments, which may contribute to racial disparities in pain assessment and treatment.
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McSweeney JC, Rosenfeld AG, Abel WM, Braun LT, Burke LE, Daugherty SL, Fletcher GF, Gulati M, Mehta LS, Pettey C, Reckelhoff JF. Preventing and Experiencing Ischemic Heart Disease as a Woman: State of the Science: A Scientific Statement From the American Heart Association. Circulation 2016; 133:1302-31. [PMID: 26927362 PMCID: PMC5154387 DOI: 10.1161/cir.0000000000000381] [Citation(s) in RCA: 182] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Johnson TJ, Hickey RW, Switzer GE, Miller E, Winger DG, Nguyen M, Saladino RA, Hausmann LRM. The Impact of Cognitive Stressors in the Emergency Department on Physician Implicit Racial Bias. Acad Emerg Med 2016; 23:297-305. [PMID: 26763939 DOI: 10.1111/acem.12901] [Citation(s) in RCA: 130] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Revised: 10/09/2015] [Accepted: 10/17/2015] [Indexed: 11/28/2022]
Abstract
OBJECTIVES The emergency department (ED) is characterized by stressors (e.g., fatigue, stress, time pressure, and complex decision-making) that can pose challenges to delivering high-quality, equitable care. Although it has been suggested that characteristics of the ED may exacerbate reliance on cognitive heuristics, no research has directly investigated whether stressors in the ED impact physician racial bias, a common heuristic. We seek to determine if physicians have different levels of implicit racial bias post-ED shift versus preshift and to examine associations between demographics and cognitive stressors with bias. METHODS This repeated-measures study of resident physicians in a pediatric ED used electronic pre- and postshift assessments of implicit racial bias, demographics, and cognitive stressors. Implicit bias was measured using the Race Implicit Association Test (IAT). Linear regression models compared differences in IAT scores pre- to postshift and determined associations between participant demographics and cognitive stressors with postshift IAT and pre- to postshift difference scores. RESULTS Participants (n = 91) displayed moderate prowhite/antiblack bias on preshift (mean ± SD = 0.50 ± 0.34, d = 1.48) and postshift (mean ± SD = 0.55 ± 0.39, d = 1.40) IAT scores. Overall, IAT scores did not differ preshift to postshift (mean increase = 0.05, 95% CI = -0.02 to 0.14, d = 0.13). Subanalyses revealed increased pre- to postshift bias among participants working when the ED was more overcrowded (mean increase = 0.09, 95% CI = 0.01 to 0.17, d = 0.24) and among those caring for >10 patients (mean increase = 0.17, 95% CI = 0.05 to 0.27, d = 0.47). Residents' demographics (including specialty), fatigue, busyness, stressfulness, and number of shifts were not associated with postshift IAT or difference scores. In multivariable models, ED overcrowding was associated with greater postshift bias (coefficient = 0.11 per 1 unit of NEDOCS score, SE = 0.05, 95% CI = 0.00 to 0.21). CONCLUSIONS While resident implicit bias remained stable overall preshift to postshift, cognitive stressors (overcrowding and patient load) were associated with increased implicit bias. Physicians in the ED should be aware of how cognitive stressors may exacerbate implicit racial bias.
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Affiliation(s)
- Tiffani J. Johnson
- Division of Pediatric Emergency Medicine; PolicyLab, and Center for Perinatal and Pediatric Health Disparities Research; Children's Hospital of Philadelphia, and the Department of Pediatrics; University of Pennsylvania School of Medicine; Philadelphia PA
| | - Robert W. Hickey
- Division of Pediatric Emergency Medicine; Department of Pediatrics; University of Pittsburgh; Pittsburgh PA
| | - Galen E. Switzer
- Division of General Internal Medicine; Department of Medicine; University of Pittsburgh; Pittsburgh PA
- Veterans Affairs Pittsburgh Healthcare System; Center for Health Equity Research and Promotion; Pittsburgh PA
| | - Elizabeth Miller
- Division of Adolescent and Young Adult Medicine; Department of Pediatrics; University of Pittsburgh; Pittsburgh PA
| | - Daniel G. Winger
- Clinical and Translational Science Institute; University of Pittsburgh; Pittsburgh PA
| | - Margaret Nguyen
- Department of Emergency Medicine; Rady Children's Hospital San Diego; San Diego CA
| | - Richard A. Saladino
- Division of Pediatric Emergency Medicine; Department of Pediatrics; University of Pittsburgh; Pittsburgh PA
| | - Leslie R. M. Hausmann
- Division of General Internal Medicine; Department of Medicine; University of Pittsburgh; Pittsburgh PA
- Veterans Affairs Pittsburgh Healthcare System; Center for Health Equity Research and Promotion; Pittsburgh PA
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van Ryn M, Hardeman R, Phelan SM, Burgess DJ, Dovidio JF, Herrin J, Burke SE, Nelson DB, Perry S, Yeazel M, Przedworski JM. Medical School Experiences Associated with Change in Implicit Racial Bias Among 3547 Students: A Medical Student CHANGES Study Report. J Gen Intern Med 2015; 30:1748-56. [PMID: 26129779 PMCID: PMC4636581 DOI: 10.1007/s11606-015-3447-7] [Citation(s) in RCA: 202] [Impact Index Per Article: 20.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2014] [Revised: 05/18/2015] [Accepted: 06/02/2015] [Indexed: 12/30/2022]
Abstract
BACKGROUND Physician implicit (unconscious, automatic) bias has been shown to contribute to racial disparities in medical care. The impact of medical education on implicit racial bias is unknown. OBJECTIVE To examine the association between change in student implicit racial bias towards African Americans and student reports on their experiences with 1) formal curricula related to disparities in health and health care, cultural competence, and/or minority health; 2) informal curricula including racial climate and role model behavior; and 3) the amount and favorability of interracial contact during school. DESIGN Prospective observational study involving Web-based questionnaires administered during first (2010) and last (2014) semesters of medical school. PARTICIPANTS A total of 3547 students from a stratified random sample of 49 U.S. medical schools. MAIN OUTCOME(S) AND MEASURE(S) Change in implicit racial attitudes as assessed by the Black-White Implicit Association Test administered during the first semester and again during the last semester of medical school. KEY RESULTS In multivariable modeling, having completed the Black-White Implicit Association Test during medical school remained a statistically significant predictor of decreased implicit racial bias (-5.34, p ≤ 0.001: mixed effects regression with random intercept across schools). Students' self-assessed skills regarding providing care to African American patients had a borderline association with decreased implicit racial bias (-2.18, p = 0.056). Having heard negative comments from attending physicians or residents about African American patients (3.17, p = 0.026) and having had unfavorable vs. very favorable contact with African American physicians (18.79, p = 0.003) were statistically significant predictors of increased implicit racial bias. CONCLUSIONS Medical school experiences in all three domains were independently associated with change in student implicit racial attitudes. These findings are notable given that even small differences in implicit racial attitudes have been shown to affect behavior and that implicit attitudes are developed over a long period of repeated exposure and are difficult to change.
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Affiliation(s)
| | | | | | - Diana J Burgess
- University of Minnesota, Minneapolis, MN, USA.,Center for Chronic Disease Outcomes Research, Minneapolis Veterans Affairs Medical Center, Minneapolis, MN, USA
| | | | | | | | - David B Nelson
- Mayo Clinic College of Medicine, Rochester, MN, USA.,Center for Chronic Disease Outcomes Research, Minneapolis Veterans Affairs Medical Center, Minneapolis, MN, USA
| | | | - Mark Yeazel
- University of Minnesota, Minneapolis, MN, USA
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Hall WJ, Chapman MV, Lee KM, Merino YM, Thomas TW, Payne BK, Eng E, Day SH, Coyne-Beasley T. Implicit Racial/Ethnic Bias Among Health Care Professionals and Its Influence on Health Care Outcomes: A Systematic Review. Am J Public Health 2015; 105:e60-76. [PMID: 26469668 PMCID: PMC4638275 DOI: 10.2105/ajph.2015.302903] [Citation(s) in RCA: 1393] [Impact Index Per Article: 139.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/05/2015] [Indexed: 11/04/2022]
Abstract
BACKGROUND In the United States, people of color face disparities in access to health care, the quality of care received, and health outcomes. The attitudes and behaviors of health care providers have been identified as one of many factors that contribute to health disparities. Implicit attitudes are thoughts and feelings that often exist outside of conscious awareness, and thus are difficult to consciously acknowledge and control. These attitudes are often automatically activated and can influence human behavior without conscious volition. OBJECTIVES We investigated the extent to which implicit racial/ethnic bias exists among health care professionals and examined the relationships between health care professionals' implicit attitudes about racial/ethnic groups and health care outcomes. SEARCH METHODS To identify relevant studies, we searched 10 computerized bibliographic databases and used a reference harvesting technique. SELECTION CRITERIA We assessed eligibility using double independent screening based on a priori inclusion criteria. We included studies if they sampled existing health care providers or those in training to become health care providers, measured and reported results on implicit racial/ethnic bias, and were written in English. DATA COLLECTION AND ANALYSIS We included a total of 15 studies for review and then subjected them to double independent data extraction. Information extracted included the citation, purpose of the study, use of theory, study design, study site and location, sampling strategy, response rate, sample size and characteristics, measurement of relevant variables, analyses performed, and results and findings. We summarized study design characteristics, and categorized and then synthesized substantive findings. MAIN RESULTS Almost all studies used cross-sectional designs, convenience sampling, US participants, and the Implicit Association Test to assess implicit bias. Low to moderate levels of implicit racial/ethnic bias were found among health care professionals in all but 1 study. These implicit bias scores are similar to those in the general population. Levels of implicit bias against Black, Hispanic/Latino/Latina, and dark-skinned people were relatively similar across these groups. Although some associations between implicit bias and health care outcomes were nonsignificant, results also showed that implicit bias was significantly related to patient-provider interactions, treatment decisions, treatment adherence, and patient health outcomes. Implicit attitudes were more often significantly related to patient-provider interactions and health outcomes than treatment processes. CONCLUSIONS Most health care providers appear to have implicit bias in terms of positive attitudes toward Whites and negative attitudes toward people of color. Future studies need to employ more rigorous methods to examine the relationships between implicit bias and health care outcomes. Interventions targeting implicit attitudes among health care professionals are needed because implicit bias may contribute to health disparities for people of color.
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Affiliation(s)
- William J Hall
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Mimi V Chapman
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Kent M Lee
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Yesenia M Merino
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Tainayah W Thomas
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - B Keith Payne
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Eugenia Eng
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Steven H Day
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
| | - Tamera Coyne-Beasley
- At the time of the study, William J. Hall, Mimi V. Chapman, and Steven H. Day were with the School of Social Work; Kent M. Lee and B. Keith Payne were with the Department of Psychology; Yesenia M. Merino, Tainayah W. Thomas, and Eugenia Eng were with the Gillings School of Global Public Health; and Tamera Coyne-Beasley was with the School of Medicine, University of North Carolina, Chapel Hill
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Eliminating Health Care Disparities With Mandatory Clinical Decision Support: The Venous Thromboembolism (VTE) Example. Med Care 2015; 53:18-24. [PMID: 25373403 DOI: 10.1097/mlr.0000000000000251] [Citation(s) in RCA: 93] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND All hospitalized patients should be assessed for venous thromboembolism (VTE) risk factors and prescribed appropriate prophylaxis. To improve best-practice VTE prophylaxis prescription for all hospitalized patients, we implemented a mandatory computerized clinical decision support (CCDS) tool. The tool requires completion of checklists to evaluate VTE risk factors and contraindications to pharmacological prophylaxis, and then recommends the risk-appropriate VTE prophylaxis regimen. OBJECTIVES The objective of the study was to examine the effect of a quality improvement intervention on race-based and sex-based health care disparities across 2 distinct clinical services. RESEARCH DESIGN This was a retrospective cohort study of a quality improvement intervention. SUBJECTS The study included 1942 hospitalized medical patients and 1599 hospitalized adult trauma patients. MEASURES In this study, the proportion of patients prescribed risk-appropriate, best-practice VTE prophylaxis was evaluated. RESULTS Racial disparities existed in prescription of best-practice VTE prophylaxis in the preimplementation period between black and white patients on both the trauma (70.1% vs. 56.6%, P=0.025) and medicine (69.5% vs. 61.7%, P=0.015) services. After implementation of the CCDS tool, compliance improved for all patients, and disparities in best-practice prophylaxis prescription between black and white patients were eliminated on both services: trauma (84.5% vs. 85.5%, P=0.99) and medicine (91.8% vs. 88.0%, P=0.082). Similar findings were noted for sex disparities in the trauma cohort. CONCLUSIONS Despite the fact that risk-appropriate prophylaxis should be prescribed equally to all hospitalized patients regardless of race and sex, practice varied widely before our quality improvement intervention. Our CCDS tool eliminated racial disparities in VTE prophylaxis prescription across 2 distinct clinical services. Health information technology approaches to care standardization are effective to eliminate health care disparities.
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Kleinsmith A, Rivera-Gutierrez D, Finney G, Cendan J, Lok B. Understanding Empathy Training with Virtual Patients. COMPUTERS IN HUMAN BEHAVIOR 2015; 52:151-158. [PMID: 26166942 PMCID: PMC4493762 DOI: 10.1016/j.chb.2015.05.033] [Citation(s) in RCA: 54] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
While the use of virtual characters in medical education is becoming more and more commonplace, an understanding of the role they can play in empathetic communication skills training is still lacking. This paper presents a study aimed at building this understanding by determining if students can respond to a virtual patient's statement of concern with an empathetic response. A user study was conducted at the [blinded] College of Medicine in which early stage medical students interacted with virtual patients in one session and real humans trained to portray real patients (i.e., standardized patients) in a separate session about a week apart. During the interactions, the virtual and 'real' patients presented the students with empathetic opportunities which were later rated by outside observers. The results of pairwise comparisons indicate that empathetic responses made to virtual patients were rated as significantly more empathetic than responses made to standardized patients. Even though virtual patients may be perceived as artificial, the educational benefit of employing them for training medical students' empathetic communications skills is that virtual patients offer a low pressure interaction which allows students to reflect on their responses.
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Affiliation(s)
- Andrea Kleinsmith
- Department of Computer and Information Science and Engineering, University of Florida, PO Box 116120, Gainesville, Florida 32611-6120
| | - Diego Rivera-Gutierrez
- Department of Computer and Information Science and Engineering, University of Florida, PO Box 116120, Gainesville, Florida 32611-6120
| | - Glen Finney
- Department of Neurology, University of Florida College of Medicine, HSC Box 100236, Gainesville, Florida 32610-0236
| | - Juan Cendan
- Department of Medical Education, University of Central Florida College of Medicine, 6850 Lake Nona Blvd, Orlando, Florida 32827
| | - Benjamin Lok
- Department of Computer and Information Science and Engineering, University of Florida, PO Box 116120, Gainesville, Florida 32611-6120
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Dabby L, Tranulis C, Kirmayer LJ. Explicit and Implicit Attitudes of Canadian Psychiatrists Toward People With Mental Illness. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2015; 60:451-9. [PMID: 26720192 PMCID: PMC4679121 DOI: 10.1177/070674371506001006] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/01/2014] [Accepted: 12/01/2014] [Indexed: 01/06/2023]
Abstract
OBJECTIVE People with mental illness suffer stigma and discrimination across various contexts, including the health care setting, and clinicians' attitudes play an important role in perpetuating stigma. Effective stigma-reduction interventions for physicians require a better understanding of explicit (that is, conscious and controllable) and implicit (that is, subconscious and automatic) forms of bias, and of predictors and moderators of stigma. METHODS Members of a Canadian university psychiatry department and of the Canadian Psychiatric Association (CPA) were invited to participate in a web-based study consisting of 2 measures of explicit attitudes, the Social Distance Scale (SDS) and the Opening Minds Scale for Health Care Providers (OMS-HC), and 1 measure of implicit attitudes, the Implicit Association Test (IAT). RESULTS Thirty-five psychiatry residents and 68 psychiatrists completed the study (response rates of 12.1% for the university sample and 3.3% for the CPA sample). Participants desired greater social distance from the vignette patient with schizophrenia. Mean IAT scores, although negative, did not reach the threshold for a meaningful effect size. Patient contact positively predicted IAT scores, while age, sex, and level of training (resident, compared with psychiatrist) did not. Neither patient contact nor implicit attitudes predicted SDS or OMS-HC scores. CONCLUSION Psychiatrists did not differ from psychiatry residents on any measures of explicit or implicit attitudes toward mental illness. Explicit attitudes toward people with mental illness were relatively negative; implicit attitudes were neither negative nor positive; and implicit and explicit attitudes were not correlated. Greater patient contact predicted more positive implicit attitudes, but did not predict explicit attitudes.
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Affiliation(s)
- Layla Dabby
- Psychiatrist, Sir Mortimer B Davis Jewish General Hospital, Montreal, Quebec; Assistant Professor, Department of Psychiatry, McGill University, Montreal, Quebec
| | - Constantin Tranulis
- Psychiatrist, Institut universitaire en santé mentale de Montréal, Montreal, Quebec; Assistant Professor, Department of Psychiatry, Université de Montréal, Montreal, Quebec
| | - Laurence J Kirmayer
- James McGill Professor and Director, Division of Social & Transcultural Psychiatry, McGill University, Montreal, Quebec; Director, Culture and Mental Health Research Unit, Institute of Community and Family Psychiatry, Sir Mortimer B Davis Jewish General Hospital, Montreal, Quebec
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Rhoads K, Dohan D. Knowing it When You See it: The Need for Continuing Innovation in Research on Healthcare Discrimination. J Gen Intern Med 2015; 30:1387-8. [PMID: 25963584 PMCID: PMC4579203 DOI: 10.1007/s11606-015-3387-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Kim Rhoads
- Department of Surgery, Stanford University, Stanford, CA, USA
| | - Daniel Dohan
- Philip R. Lee Institute for Health Policy Studies, University of California, 3333 California St. Suite 265, San Francisco, CA, 94118, USA.
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Rousseau A, Rozenberg P, Ravaud P. Assessing Complex Emergency Management with Clinical Case-Vignettes: A Validation Study. PLoS One 2015; 10:e0138663. [PMID: 26383261 PMCID: PMC4575125 DOI: 10.1371/journal.pone.0138663] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Accepted: 09/02/2015] [Indexed: 12/31/2022] Open
Abstract
Objective To evaluate whether responses to dynamic case-vignettes accurately reflect actual practices in complex emergency situations. We hypothesized that when obstetricians were faced with vignette of emergency situation identical to one they previously managed, they would report the management strategy they actually used. On the other hand, there is no reason to suppose that their response to a vignette based on a source case managed by another obstetrician would be the same as the actual management. Methods A multicenter vignette-based study was used in 7 French maternity units. We chose the example of severe postpartum hemorrhage (PPH) to study the use of case-vignettes for assessing the management of complex situations. We developed dynamic case-vignettes describing incidents of PPH in several steps, using documentation in patient files. Vignettes described the postpartum course and included multiple-choice questions detailing proposed clinical care. Each participating obstetrician was asked to evaluate 4 case-vignettes: 2 directly derived from cases they previously managed and 2 derived from other obstetricians’ cases. We compared the final treatment decision in vignette responses to those documented in the source-case by the overall agreement and the Kappa coefficient, both for the cases the obstetricians previously managed and the cases of others. Results Thirty obstetricians participated. Overall agreement between final treatment decisions in case-vignettes and documented care for cases obstetricians previously managed was 82% (Kappa coefficient: 0.75, 95% CI [0.62–0.88]). Overall agreement between final treatment decisions in case-vignettes and documented care in vignettes derived from other obstetricians’ cases was only 48% (Kappa coefficient: 0.30, 95% CI [0.12–0.48]). Final agreement with documented care was significantly better for cases based on their own previous cases than for others (p<0.001). Conclusions Dynamic case-vignettes accurately reflect actual practices in complex emergency situations. Therefore, they can be used to assess the quality of management in these situations.
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Affiliation(s)
- Anne Rousseau
- Department of Obstetrics and Gynecology, Poissy-Saint Germain Hospital, Poissy, France
- INSERM U1153 Research Unit, Paris Descartes-Sorbonne Paris Cité University, Paris, France
- * E-mail:
| | - Patrick Rozenberg
- Department of Obstetrics and Gynecology, Poissy-Saint Germain Hospital, Poissy, France
- Research unit EA 7285, Versailles-St Quentin University, Saint Quentin en Yvelines, France
| | - Philippe Ravaud
- INSERM U1153 Research Unit, Paris Descartes-Sorbonne Paris Cité University, Paris, France
- Assistance Publique-Hôpitaux de Paris, Centre d’Epidémiologie Clinique, Hôpital Hôtel-Dieu, Paris, France
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Leow JJ, Lim VW, Lingam P, Go KTS, Teo LT. Ethnic disparities in trauma mortality outcomes. World J Surg 2015; 38:1694-8. [PMID: 24510246 DOI: 10.1007/s00268-014-2459-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
BACKGROUND Ethnic disparities in trauma mortality outcomes have been demonstrated in the United States according to the US National Trauma Data Bank. The aim of this study was to determine the effect of race/ethnicity on trauma mortality in Singapore. METHODS This was a retrospective review of patients aged 18-64 years with an injury severity score (ISS) ≥ 9 in the Trauma Registry of Tan Tock Seng Hospital, a 1,300-bed trauma center in Singapore, from 2006 to 2010. Chinese, Malay, and Indian patients were compared with patients of other ethnic groups. Multiple logistic regression analyses determined differences in survival rates after adjusting for demographics, anatomic and physiologic ISS and revised trauma score, mechanism or type of injury. RESULTS A total of 4,186 patients (66.4 % of the database) met the inclusion criteria. Most patients were male (76.3 %) and young (mean age 40 years). Using Chinese as the reference group, we found no statistically significant differences in unadjusted or adjusted mortality rates among the ethnic groups. Independent predictors of mortality included age [odds ratio (OR) 1.05, 95 % confidence interval (CI) 1.03-1.06, p < 0.0001], presence of severe head injury (OR 1.75, 95 % CI 1.13-2.69, p = 0.012), and increasing ISS (p < 0.0001). CONCLUSIONS Ethnicity is not an independent predictor of trauma mortality outcomes in the Singapore population. Our findings contrast with those from the United States, where race/ethnicity (Black and Hispanic) remains a strong independent risk factor for trauma mortality. This study attests to the success of the Singapore health care/trauma system in delivering the same quality of care regardless of ethnicity.
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Affiliation(s)
- Jeffrey J Leow
- Trauma Services, Department of General Surgery, Tan Tock Seng Hospital, 11 Jalan Tan Tock Seng, Singapore, 308433, Singapore,
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Williams RL, Romney C, Kano M, Wright R, Skipper B, Getrich CM, Sussman AL, Zyzanski SJ. Racial, gender, and socioeconomic status bias in senior medical student clinical decision-making: a national survey. J Gen Intern Med 2015; 30:758-67. [PMID: 25623298 PMCID: PMC4441663 DOI: 10.1007/s11606-014-3168-3] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2014] [Revised: 12/01/2014] [Accepted: 12/22/2014] [Indexed: 11/30/2022]
Abstract
BACKGROUND Research suggests stereotyping by clinicians as one contributor to racial and gender-based health disparities. It is necessary to understand the origins of such biases before interventions can be developed to eliminate them. As a first step toward this understanding, we tested for the presence of bias in senior medical students. OBJECTIVE The purpose of the study was to determine whether bias based on race, gender, or socioeconomic status influenced clinical decision-making among medical students. DESIGN We surveyed seniors at 84 medical schools, who were required to choose between two clinically equivalent management options for a set of cardiac patient vignettes. We examined variations in student recommendations based on patient race, gender, and socioeconomic status. PARTICIPANTS The study included senior medical students. MAIN MEASURES We investigated the percentage of students selecting cardiac procedural options for vignette patients, analyzed by patient race, gender, and socioeconomic status. KEY RESULTS Among 4,603 returned surveys, we found no evidence in the overall sample supporting racial or gender bias in student clinical decision-making. Students were slightly more likely to recommend cardiac procedural options for black (43.9 %) vs. white (42 %, p = .03) patients; there was no difference by patient gender. Patient socioeconomic status was the strongest predictor of student recommendations, with patients described as having the highest socioeconomic status most likely to receive procedural care recommendations (50.3 % vs. 43.2 % for those in the lowest socioeconomic status group, p < .001). Analysis by subgroup, however, showed significant regional geographic variation in the influence of patient race and gender on decision-making. Multilevel analysis showed that white female patients were least likely to receive procedural recommendations. CONCLUSIONS In the sample as a whole, we found no evidence of racial or gender bias in student clinical decision-making. However, we did find evidence of bias with regard to the influence of patient socioeconomic status, geographic variations, and the influence of interactions between patient race and gender on student recommendations.
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Affiliation(s)
- Robert L Williams
- Department of Family and Community Medicine, MSC09 5040, 1 University of New Mexico, Albuquerque, NM, 87131, USA,
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Hirsh AT, Hollingshead NA, Ashburn-Nardo L, Kroenke K. The interaction of patient race, provider bias, and clinical ambiguity on pain management decisions. THE JOURNAL OF PAIN 2015; 16:558-68. [PMID: 25828370 DOI: 10.1016/j.jpain.2015.03.003] [Citation(s) in RCA: 95] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2014] [Revised: 03/06/2015] [Accepted: 03/10/2015] [Indexed: 10/23/2022]
Abstract
UNLABELLED Although racial disparities in pain care are widely reported, much remains to be known about the role of provider and contextual factors. We used computer-simulated patients to examine the influence of patient race, provider racial bias, and clinical ambiguity on pain decisions. One hundred twenty-nine medical residents/fellows made assessment (pain intensity) and treatment (opioid and nonopioid analgesics) decisions for 12 virtual patients with acute pain. Race (black/white) and clinical ambiguity (high/low) were manipulated across vignettes. Participants completed the Implicit Association Test and feeling thermometers, which assess implicit and explicit racial biases, respectively. Individual- and group-level analyses indicated that race and ambiguity had an interactive effect on providers' decisions, such that decisions varied as a function of ambiguity for white but not for black patients. Individual differences across providers were observed for the effect of race and ambiguity on decisions; however, providers' implicit and explicit biases did not account for this variability. These data highlight the complexity of racial disparities and suggest that differences in care between white and black patients are, in part, attributable to the nature (ie, ambiguity) of the clinical scenario. The current study suggests that interventions to reduce disparities should differentially target patient, provider, and contextual factors. PERSPECTIVE This study examined the unique and collective influence of patient race, provider racial bias, and clinical ambiguity on providers' pain management decisions. These results could inform the development of interventions aimed at reducing disparities and improving pain care.
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Affiliation(s)
- Adam T Hirsh
- Department of Psychology, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana.
| | - Nicole A Hollingshead
- Department of Psychology, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana
| | - Leslie Ashburn-Nardo
- Department of Psychology, Indiana University-Purdue University Indianapolis, Indianapolis, Indiana
| | - Kurt Kroenke
- VA Health Services Research and Development Center of Excellence on Implementing Evidence-Based Practice, Roudebush VA Medical Center, Indianapolis, Indiana; Indiana Regenstrief Institute, Inc, Indianapolis, Indiana; Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana
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Davitt JK, Bourjolly J, Frasso R. Understanding inequities in home health care outcomes: staff views on agency and system factors. Res Gerontol Nurs 2015; 8:119-29. [PMID: 25706958 DOI: 10.3928/19404921-20150219-01] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2014] [Accepted: 10/27/2014] [Indexed: 11/20/2022]
Abstract
Results regarding staff perspectives on contributing factors to racial/ethnic disparities in home health care outcomes are discussed. Focus group interviews were conducted with home health care staff (N = 23) who represented various agencies from three Northeastern states. Participants identified agency and system factors that contribute to disparities, including: (a) administrative staff bias/discretion, (b) communication challenges, (c) patient/staff cultural discordance, (d) cost control, and (e) poor access to community resources. Participants reported that bias can influence staff at all levels and is expressed via poor coverage of predominantly minority service areas, resulting in reduced intensity and continuity of service for minority patients.
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Manns-James L. Finding what is hidden: a method to measure implicit attitudes for nursing and health-related behaviours. J Adv Nurs 2015; 71:1005-18. [DOI: 10.1111/jan.12626] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/02/2015] [Indexed: 11/29/2022]
Affiliation(s)
- Laura Manns-James
- Kent State University; Kent, Ohio USA
- Frontier Nursing University; Hyden Kentucky USA
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Hausmann LRM, Myaskovsky L, Niyonkuru C, Oyster ML, Switzer GE, Burkitt KH, Fine MJ, Gao S, Boninger ML. Examining implicit bias of physicians who care for individuals with spinal cord injury: A pilot study and future directions. J Spinal Cord Med 2015; 38:102-10. [PMID: 24621034 PMCID: PMC4293524 DOI: 10.1179/2045772313y.0000000184] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
CONTEXT Despite evidence that healthcare providers have implicit biases that can impact clinical interactions and decisions, implicit bias among physicians caring for individuals with spinal cord injury (SCI) has not been examined. OBJECTIVE Conduct a pilot study to examine implicit racial bias of SCI physicians and its association with functioning and wellbeing for individuals with SCI. DESIGN Combined data from cross-sectional surveys of individuals with SCI and their SCI physicians. SETTING Four national SCI Model Systems sites. PARTICIPANTS Individuals with SCI (N = 162) and their SCI physicians (N = 14). OUTCOME MEASURES SCI physicians completed online surveys measuring implicit racial (pro-white/anti-black) bias. Individuals with SCI completed questionnaires assessing mobility, physical independence, occupational functioning, social integration, self-reported health, depression, and life satisfaction. We used multilevel regression analyses to examine the associations of physician bias and outcomes of individuals with SCI. RESULTS Physicians had a mean bias score of 0.62 (SD = 0.35), indicating a strong pro-white/anti-black bias. Greater physician bias was associated with disability among individuals with SCI in the domain of social integration (odds ratio = 4.80, 95% confidence interval (CI) = 1.44, 16.04), as well as higher depression (B = 3.24, 95% CI = 1.06, 5.41) and lower life satisfaction (B = -4.54, 95% CI= -8.79, -0.28). CONCLUSION This pilot study indicates that SCI providers are susceptible to implicit racial bias and provides preliminary evidence that greater implicit racial bias of physicians is associated with poorer psychosocial health outcomes for individuals with SCI. It demonstrates the feasibility of studying implicit bias among SCI providers and provides guidance for future research on physician bias and patient outcomes.
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Affiliation(s)
- Leslie R. M. Hausmann
- Correspondence to: Leslie R.M. Hausmann, VA Pittsburgh Healthcare System, Center for Health Equity Research and Promotion, Building 30, University Drive (151C), Pittsburgh, PA 15240-1001, USA.
| | | | - Christian Niyonkuru
- Department of Physical Medicine and Rehabilitation, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | | | | | - Kelly H. Burkitt
- VA Pittsburgh Healthcare System (VAPHS), Center for Health Equity Research and Promotion, Pittsburgh, PA, USA
| | | | - Shasha Gao
- VA Pittsburgh Healthcare System (VAPHS), Center for Health Equity Research and Promotion, Pittsburgh, PA, USA
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Paul D, Ewen SC, Jones R. Cultural competence in medical education: aligning the formal, informal and hidden curricula. ADVANCES IN HEALTH SCIENCES EDUCATION : THEORY AND PRACTICE 2014; 19:751-758. [PMID: 24515602 DOI: 10.1007/s10459-014-9497-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2013] [Accepted: 02/03/2014] [Indexed: 05/28/2023]
Abstract
The concept of cultural competence has become reified by inclusion as an accreditation standard in the US and Canada, in New Zealand it is demanded through an Act of Parliament, and it pervades discussion in Australian medical education discourse. However, there is evidence that medical graduates feel poorly prepared to deliver cross-cultural care (Weissman et al. in J Am Med Assoc 294(9):1058-1067, 2005) and many commentators have questioned the effectiveness of cultural competence curricula. In this paper we apply Hafferty's taxonomy of curricula, the formal, informal and hidden curriculum (Hafferty in Acad Med 73(4):403-407, 1998), to cultural competence. Using an example across each of these curricular domains, we highlight the need for curricular congruence to support cultural competence development among learners. We argue that much of the focus on cultural competence has been in the realm of formal curricula, with existing informal and hidden curricula which may be at odds with the formal curriculum. The focus of the formal, informal and hidden curriculum, we contend, should be to address disparities in health care outcomes. In conclusion, we suggest that without congruence between formal, informal and hidden curricula, approaches to addressing disparity in health care outcomes in medical education may continue to represent reform without change.
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Affiliation(s)
- David Paul
- School of Medicine, University of Notre Dame, PO Box 1225, Fremantle, WA, 6959, Australia,
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Physicians' knowledge, beliefs, and use of race and human genetic variation: new measures and insights. BMC Health Serv Res 2014; 14:456. [PMID: 25277068 PMCID: PMC4283084 DOI: 10.1186/1472-6963-14-456] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2014] [Accepted: 09/18/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Understanding physician perspectives on the intersection of race and genomics in clinical decision making is critical as personalized medicine and genomics become more integrated in health care services. There is a paucity of literature in the United States of America (USA) and globally regarding how health care providers understand and use information about race, ethnicity and genetic variation in their clinical decision making. This paper describes the development of three scales related to addressing this gap in the literature: the Bonham and Sellers Genetic Variation Knowledge Assessment Index--GKAI, Health Professionals Beliefs about Race-HPBR, and Racial Attributes in Clinical Evaluation-RACE scales. METHODS A cross-sectional, web survey of a national random sample of general internists in the USA (N = 787) was conducted. Confirmatory factor analysis was used to assess the construct validity of the scales. Scale items were developed through focus groups, cognitive interviews, expert advisory panels, and exploratory factor analysis of pilot data. RESULTS GKAI was measured as a count of correct answers (Mean = 3.28 SD = 1.17). HPBR yielded two domains: beliefs about race as a biological phenomenon (HPBR-BD, alpha = .69, 4 items) and beliefs about the clinical value of race and genetic variation for understanding risk for disease (HPBR-CD alpha = .61, 3 items). RACE yielded one factor (alpha = .86, 7 items). CONCLUSIONS GKAI is a timely knowledge scale that can be used to assess health professional knowledge of race and human genetic variation. HPBR is a promising new tool for assessing health professionals' beliefs about the role of race and its relationship with human genetic variation in clinical practice. RACE offers a valid and reliable tool for assessing explicit use of racial attributes in clinical decision making.
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Haider AH, Schneider EB, Sriram N, Dossick DS, Scott VK, Swoboda SM, Losonczy L, Haut ER, Efron DT, Pronovost PJ, Freischlag JA, Lipsett PA, Cornwell EE, MacKenzie EJ, Cooper LA. Unconscious race and class bias: its association with decision making by trauma and acute care surgeons. J Trauma Acute Care Surg 2014; 77:409-16. [PMID: 25159243 DOI: 10.1097/ta.0000000000000392] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Recent studies have found that unconscious biases may influence physicians' clinical decision making. The objective of our study was to determine, using clinical vignettes, if unconscious race and class biases exist specifically among trauma/acute care surgeons and, if so, whether those biases impact surgeons' clinical decision making. METHODS A prospective Web-based survey was administered to active members of the Eastern Association for the Surgery of Trauma. Participants completed nine clinical vignettes, each with three trauma/acute care surgery management questions. Race Implicit Association Test (IAT) and social class IAT assessments were completed by each participant. Multivariable, ordered logistic regression analysis was then used to determine whether implicit biases reflected on the IAT tests were associated with vignette responses. RESULTS In total, 248 members of the Eastern Association for the Surgery of Trauma participated. Of these, 79% explicitly stated that they had no race preferences and 55% stated they had no social class preferences. However, 73.5% of the participants had IAT scores demonstrating an unconscious preference toward white persons; 90.7% demonstrated an implicit preference toward upper social class persons. Only 2 of 27 vignette-based clinical decisions were associated with patient race or social class on univariate analyses. Multivariable analyses revealed no relationship between IAT scores and vignette-based clinical assessments. CONCLUSION Unconscious preferences for white and upper-class persons are prevalent among trauma and acute care surgeons. In this study, these biases were not statistically significantly associated with clinical decision making. Further study of the factors that may prevent implicit biases from influencing patient management is warranted. LEVEL OF EVIDENCE Epidemiologic study, level II.
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Affiliation(s)
- Adil H Haider
- From the Center for Surgical Trials and Outcomes Research/Division of Acute Care Surgery (A.H.H., E.B.S., D.S.D., V.K.S., S.M.S., L.L., E.R.H., D.T.E., J.A.F., P.A.L.), Armstrong Institute of Patient Safety (P.J.P.), and Center for Elimination of Cardiovascular Disparities (L.A.C.), Johns Hopkins School of Medicine; and Department of Health Policy and Management (E.J.M.), Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Department of Psychology (N.S.), University of Virginia, Charlottesville, Virginia; Department of Surgery (E.E.C.), Howard University College of Medicine, Washington, District of Columbia; and The Mayo Clinic, Arizona
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Shoqirat N. “Sleepless Nights and Sore Operation Site”: Patients' Experiences of Nursing Pain Management After Surgery in Jordan. Pain Manag Nurs 2014; 15:609-18. [DOI: 10.1016/j.pmn.2013.05.002] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Revised: 05/28/2013] [Accepted: 05/30/2013] [Indexed: 11/24/2022]
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An investigation of associations between clinicians' ethnic or racial bias and hypertension treatment, medication adherence and blood pressure control. J Gen Intern Med 2014; 29:987-95. [PMID: 24549521 PMCID: PMC4061371 DOI: 10.1007/s11606-014-2795-z] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2013] [Revised: 11/26/2013] [Accepted: 01/10/2014] [Indexed: 01/16/2023]
Abstract
BACKGROUND Few studies have directly investigated the association of clinicians' implicit (unconscious) bias with health care disparities in clinical settings. OBJECTIVE To determine if clinicians' implicit ethnic or racial bias is associated with processes and outcomes of treatment for hypertension among black and Latino patients, relative to white patients. RESEARCH DESIGN AND PARTICIPANTS Primary care clinicians completed Implicit Association Tests of ethnic and racial bias. Electronic medical records were queried for a stratified, random sample of the clinicians' black, Latino and white patients to assess treatment intensification, adherence and control of hypertension. Multilevel random coefficient models assessed the associations between clinicians' implicit biases and ethnic or racial differences in hypertension care and outcomes. MAIN MEASURES Standard measures of treatment intensification and medication adherence were calculated from pharmacy refills. Hypertension control was assessed by the percentage of time that patients met blood pressure goals recorded during primary care visits. KEY RESULTS One hundred and thirty-eight primary care clinicians and 4,794 patients with hypertension participated. Black patients received equivalent treatment intensification, but had lower medication adherence and worse hypertension control than white patients; Latino patients received equivalent treatment intensification and had similar hypertension control, but lower medication adherence than white patients. Differences in treatment intensification, medication adherence and hypertension control were unrelated to clinician implicit bias for black patients (P = 0.85, P = 0.06 and P = 0.31, respectively) and for Latino patients (P = 0.55, P = 0.40 and P = 0.79, respectively). An increase in clinician bias from average to strong was associated with a relative change of less than 5 % in all outcomes for black and Latino patients. CONCLUSIONS Implicit bias did not affect clinicians' provision of care to their minority patients, nor did it affect the patients' outcomes. The identification of health care contexts in which bias does not impact outcomes can assist both patients and clinicians in their efforts to build trust and partnership.
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John-Henderson N, Jacobs EG, Mendoza-Denton R, Francis DD. Wealth, health, and the moderating role of implicit social class bias. Ann Behav Med 2014; 45:173-9. [PMID: 23229159 DOI: 10.1007/s12160-012-9443-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Subjective social status (captured by the MacArthur Scale of Subjective Social Status) is in many cases a stronger predictor of health outcomes than objective socioeconomic status (SES). PURPOSE The study aims to test whether implicit beliefs about social class moderate the relationship between subjective social status and inflammation. METHODS We measured implicit social class bias, subjective social status, SES, and baseline levels of interleukin-6 (IL-6), a marker of inflammation, in 209 healthy adults. RESULTS Implicit social class bias significantly moderated the relationship between subjective social status and levels of IL-6, with a stronger implicit association between the concepts "lower class" and "bad" predicting greater levels of IL-6. CONCLUSIONS Implicit social class bias moderates the relationship between subjective social status and health outcomes via regulation of levels of the inflammatory cytokine IL-6. High implicit social class bias, particularly when one perceives oneself as having low social standing, may increase vulnerability to inflammatory processes.
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Affiliation(s)
- Neha John-Henderson
- Department of Psychology, University of California, 3210 Tolman Hall # 1650, Berkeley, CA 94720-1650, USA.
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124
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Phelan SM, Dovidio JF, Puhl RM, Burgess DJ, Nelson DB, Yeazel MW, Hardeman R, Perry S, van Ryn M. Implicit and explicit weight bias in a national sample of 4,732 medical students: the medical student CHANGES study. Obesity (Silver Spring) 2014; 22:1201-8. [PMID: 24375989 PMCID: PMC3968216 DOI: 10.1002/oby.20687] [Citation(s) in RCA: 175] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2013] [Accepted: 12/14/2013] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To examine the magnitude of explicit and implicit weight biases compared to biases against other groups; and identify student factors predicting bias in a large national sample of medical students. METHODS A web-based survey was completed by 4,732 1st year medical students from 49 medical schools as part of a longitudinal study of medical education. The survey included a validated measure of implicit weight bias, the implicit association test, and 2 measures of explicit bias: a feeling thermometer and the anti-fat attitudes test. RESULTS A majority of students exhibited implicit (74%) and explicit (67%) weight bias. Implicit weight bias scores were comparable to reported bias against racial minorities. Explicit attitudes were more negative toward obese people than toward racial minorities, gays, lesbians, and poor people. In multivariate regression models, implicit and explicit weight bias was predicted by lower BMI, male sex, and non-Black race. Either implicit or explicit bias was also predicted by age, SES, country of birth, and specialty choice. CONCLUSIONS Implicit and explicit weight bias is common among 1st year medical students, and varies across student factors. Future research should assess implications of biases and test interventions to reduce their impact.
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Affiliation(s)
- Sean M Phelan
- Division of Health Care Policy and Research, Mayo Clinic, Rochester, Minnesota, USA
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Burgess DJ, Phelan S, Workman M, Hagel E, Nelson DB, Fu SS, Widome R, van Ryn M. The effect of cognitive load and patient race on physicians' decisions to prescribe opioids for chronic low back pain: a randomized trial. PAIN MEDICINE 2014; 15:965-74. [PMID: 24506332 DOI: 10.1111/pme.12378] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To test the hypothesis that racial biases in opioid prescribing would be more likely under high levels of cognitive load, defined as the amount of mental activity imposed on working memory, which may come from environmental factors such as stressful conditions, chaotic workplace, staffing insufficiency, and competing demands, one's own psychological or physiological state, as well as from demands inherent in the task at hand. DESIGN Two (patient race: White vs Black) by two (cognitive load: low vs high) between-subjects factorial design. SETTING AND PARTICIPANTS Ninety-eight primary care physicians from the Veterans Affairs Healthcare System. METHODS Web-based experimental study. Physicians were randomly assigned to read vignettes about either a Black or White patient, under low vs high cognitive load, and to indicate their likelihood of prescribing opioids. High cognitive load was induced by having physicians perform a concurrent task under time pressure. RESULTS There was a three-way interaction between patient race, cognitive load, and physician gender on prescribing decisions (P = 0.034). Hypotheses were partially confirmed. Male physicians were less likely to prescribe opioids for Black than White patients under high cognitive load (12.5% vs 30.0%) and were more likely to prescribe opioids for Black than White patients under low cognitive load (30.8% vs 10.5%). By contrast, female physicians were more likely to prescribe opioids for Black than White patients in both conditions, with greater racial differences under high (39.1% vs 15.8%) vs low cognitive load (28.6% vs 21.7%). CONCLUSIONS Physician gender affected the way in which patient race and cognitive load influenced decisions to prescribe opioids for chronic pain. Future research is needed to further explore the potential effects of physician gender on racial biases in pain treatment, and the effects of physician cognitive load on pain treatment.
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Affiliation(s)
- Diana J Burgess
- Center for Chronic Disease Outcomes Research, Minneapolis VA Medical Center, Minneapolis, Minnesota, USA; Department of Medicine, University of Minnesota, Minneapolis, Minnesota, USA
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Systemic racism and U.S. health care. Soc Sci Med 2014; 103:7-14. [DOI: 10.1016/j.socscimed.2013.09.006] [Citation(s) in RCA: 459] [Impact Index Per Article: 41.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2012] [Revised: 09/06/2013] [Accepted: 09/06/2013] [Indexed: 11/23/2022]
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Mathur VA, Richeson JA, Paice JA, Muzyka M, Chiao JY. Racial bias in pain perception and response: experimental examination of automatic and deliberate processes. THE JOURNAL OF PAIN 2014; 15:476-84. [PMID: 24462976 DOI: 10.1016/j.jpain.2014.01.488] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2013] [Revised: 12/23/2013] [Accepted: 01/06/2014] [Indexed: 12/25/2022]
Abstract
UNLABELLED Racial disparities in pain treatment pose a significant public health and scientific problem. Prior studies have demonstrated that clinicians and nonclinicians are less perceptive of, and suggest less treatment for, the pain of African Americans relative to European Americans. Here we investigate the effects of explicit/implicit patient race presentation, patient race, and perceiver race on pain perception and response. African American and European American participants rated pain perception, empathy, helping motivation, and treatment suggestion in response to vignettes about patients' pain. Vignettes were accompanied by a rapid (implicit) or static (explicit) presentation of an African or European American patient's face. Participants perceived and responded more to European American patients in the implicit prime condition, when the effect of patient race was below the level of conscious regulation. This effect was reversed when patient race was presented explicitly. Additionally, female participants perceived and responded more to the pain of all patients, relative to male participants, and in the implicit prime condition, African American participants were more perceptive and responsive than European Americans to the pain of all patients. Taken together, these results suggest that known disparities in pain treatment may be largely due to automatic (below the level of conscious regulation) rather than deliberate (subject to conscious regulation) biases. These biases were not associated with traditional implicit measures of racial attitudes, suggesting that biases in pain perception and response may be independent of general prejudice. PERSPECTIVE Results suggest that racial biases in pain perception and treatment are at least partially due to automatic processes. When the relevance of patient race is made explicit, however, biases are attenuated and even reversed. We also find preliminary evidence that African Americans may be more sensitive to the pain of others than are European Americans.
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Affiliation(s)
- Vani A Mathur
- Department of Psychology, Northwestern University, Evanston, Illinois.
| | - Jennifer A Richeson
- Department of Psychology, Northwestern University, Evanston, Illinois; Institute for Policy Research, Northwestern University, Evanston, Illinois
| | - Judith A Paice
- Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Michael Muzyka
- Department of Psychology, Northwestern University, Evanston, Illinois
| | - Joan Y Chiao
- Department of Psychology, Northwestern University, Evanston, Illinois
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A Tide to Raise All Boats--Structured Mentorship As a Race-neutral Option for Happier and More Diverse Residents. Ann Surg 2014; 261:e152. [PMID: 24374511 DOI: 10.1097/sla.0000000000000454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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129
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Chapman CH, Hwang WT, Both S, Thomas CR, Deville C. Current Status of Diversity by Race, Hispanic Ethnicity, and Sex in Diagnostic Radiology. Radiology 2014; 270:232-40. [DOI: 10.1148/radiol.13130101] [Citation(s) in RCA: 118] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Gonzalez CM, Kim MY, Marantz PR. Implicit bias and its relation to health disparities: a teaching program and survey of medical students. TEACHING AND LEARNING IN MEDICINE 2014; 26:64-71. [PMID: 24405348 DOI: 10.1080/10401334.2013.857341] [Citation(s) in RCA: 89] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
BACKGROUND The varying treatment of different patients by the same physician are referred to as within provider disparities. These differences can contribute to health disparities and are thought to be the result of implicit bias due to unintentional, unconscious assumptions. PURPOSES The purpose is to describe an educational intervention addressing both health disparities and physician implicit bias and the results of a subsequent survey exploring medical students' attitudes and beliefs toward subconscious bias and health disparities. METHODS A single session within a larger required course was devoted to health disparities and the physician's potential to contribute to health disparities through implicit bias. Following the session the students were anonymously surveyed on their Implicit Association Test (IAT) results, their attitudes and experiences regarding the fairness of the health care system, and the potential impact of their own implicit bias. The students were categorized based on whether they disagreed ("deniers") or agreed ("accepters") with the statement "Unconscious bias might affect some of my clinical decisions or behaviors." Data analysis focused specifically on factors associated with this perspective. RESULTS The survey response rate was at least 69%. Of the responders, 22% were "deniers" and 77% were "accepters." Demographics between the two groups were not significantly different. Deniers were significantly more likely than accepters to report IAT results with implicit preferences toward self, to believe the IAT is invalid, and to believe that doctors and the health system provide equal care to all and were less likely to report having directly observed inequitable care. CONCLUSIONS The recognition of bias cannot be taught in a single session. Our experience supports the value of teaching medical students to recognize their own implicit biases and develop skills to overcome them in each patient encounter, and in making this instruction part of the compulsory, longitudinal undergraduate medical curriculum.
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Affiliation(s)
- Cristina M Gonzalez
- a Department of Medicine , Albert Einstein College of Medicine/Montefiore Medical Center, Bronx , New York , New York , USA
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Abstract
Controversies and debates surrounding race have long been a fixture in American medicine. In the past, the biological concept of race-the idea that race is biologically determined and meaningful-has served to justify the institution of slavery and the conduct of unethical research trials. Although these days may seem far behind, contemporary debates over the race-specific approval of drugs and the significance of genetic differences are evidence that race still yields tremendous influence on medical research and clinical practice. In many ways, the use of race in medicine today reflects the internalisation of racial hierarchies borne out of the history of slavery and state-mandated segregation, and there is still much uncertainty over its benefits and harms. Although using race in research can help elucidate disparities, the reflexive use of race as a variable runs the risk of reifying the biological concept of race and blinding researchers to important underlying factors such as socioeconomic status. Similarly, in clinical practice, the use of race in assessing a patient's risk of certain conditions (eg, sickle cell) turns harmful when the heuristic becomes a rule. Through selected historical and contemporary examples, I aim to show how the biological concept of race that gave rise to past abuses remains alive and harmful, and propose changes in medical education as a potential solution. By learning from the past, today's physicians will be better armed to discern-and correct-the ways in which contemporary medicine perpetuates historical injustices.
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Affiliation(s)
- Mariam O Fofana
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, , Baltimore, Maryland, USA
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Ali MT, Hui X, Hashmi ZG, Dhiman N, Scott VK, Efron DT, Schneider EB, Haider AH. Socioeconomic disparity in inpatient mortality after traumatic injury in adults. Surgery 2013; 154:461-7. [PMID: 23972652 DOI: 10.1016/j.surg.2013.05.036] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2013] [Accepted: 05/28/2013] [Indexed: 11/28/2022]
Abstract
BACKGROUND Prior studies have demonstrated that race and insurance status predict inpatient trauma mortality, but have been limited by their inability to adjust for direct measures of socioeconomic status (SES) and comorbidities. Our study aimed to identify whether a relationship exists between SES and inpatient trauma mortality after adjusting for known confounders. METHODS Trauma patients aged 18-65 years with an Injury Severity Scores (ISS) of ≥9 were identified using the 2003-2009 Nationwide Inpatient Sample. Median household income (MHI) by zip code, available by quartiles, was used to measure SES. Multiple logistic regression analyses were performed to determine odds of inpatient mortality by MHI quartile, adjusting for ISS, type of injury, comorbidities, and patient demographics. RESULTS In all, 267,621 patients met inclusion criteria. Patients in lower wealth quartiles had significantly greater unadjusted inpatient mortality compared with the wealthiest quartile. Adjusted odds of death were also higher compared with the wealthiest quartile for Q1 (odds ratio [OR], 1.13; 95% confidence interval [CI], 1.06-1.20), Q2 (OR, 1.09; 95% CI, 1.02-1.17), and Q3 (OR, 1.11; 95% CI, 1.04-1.19). CONCLUSION MHI predicts inpatient mortality after adult trauma, even after adjusting for race, insurance status, and comorbidities. Efforts to mitigate trauma disparities should address SES as an independent predictor of outcomes.
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Affiliation(s)
- Mays T Ali
- Center for Surgical Trials and Outcomes Research, The Johns Hopkins University School of Medicine, Baltimore, MD 21287, USA
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133
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Williams DR, Mohammed SA. Racism and Health I: Pathways and Scientific Evidence. THE AMERICAN BEHAVIORAL SCIENTIST 2013; 57:10.1177/0002764213487340. [PMID: 24347666 PMCID: PMC3863357 DOI: 10.1177/0002764213487340] [Citation(s) in RCA: 778] [Impact Index Per Article: 64.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
This article reviews the scientific research that indicates that despite marked declines in public support for negative racial attitudes in the United States, racism, in its multiple forms, remains embedded in American society. The focus of the article is on the review of empirical research that suggests that racism adversely affects the health of non-dominant racial populations in multiple ways. First, institutional racism developed policies and procedures that have reduced access to housing, neighborhood and educational quality, employment opportunities and other desirable resources in society. Second, cultural racism, at the societal and individual level, negatively affects economic status and health by creating a policy environment hostile to egalitarian policies, triggering negative stereotypes and discrimination that are pathogenic and fostering health damaging psychological responses such as stereotype threat and internalized racism. Finally, a large and growing body of evidence indicates that experiences of racial discrimination are an important type of psychosocial stressor that can lead to adverse changes in health status and altered behavioural patterns that increase health risks.
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Affiliation(s)
- David R Williams
- Department of Social and Behavioral Sciences, Harvard School of Public Health ; Department of African and African American Studies and of Sociology, Harvard University ; Department of Psychiatry and Mental Health, University of Cape Town, South Africa
| | - Selina A Mohammed
- Nursing and Health Studies Program, University of Washington Bothell, Bothell, WA
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134
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Miller DP, Spangler JG, Vitolins MZ, Davis SW, Ip EH, Marion GS, Crandall SJ. Are medical students aware of their anti-obesity bias? ACADEMIC MEDICINE : JOURNAL OF THE ASSOCIATION OF AMERICAN MEDICAL COLLEGES 2013; 88:978-82. [PMID: 23702519 PMCID: PMC3930920 DOI: 10.1097/acm.0b013e318294f817] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
PURPOSE Anti-obesity prejudices affect the quality of care obese individuals receive. The authors sought to determine the prevalence of weight-related biases among medical students and whether they were aware of their biases. METHOD Between 2008 and 2011, the authors asked all third-year medical students at Wake Forest School of Medicine to complete the Weight Implicit Association Test (IAT), a validated measure of implicit preferences for "fat" or "thin" individuals. Students also answered a semantic differential item assessing their explicit weight-related preferences. The authors determined students' awareness of their biases by examining the correlation between students' explicit preferences and their IAT scores. RESULTS Of 354 medical students, 310 (88%) completed valid surveys and consented to participate. Overall, 33% (101/310) self-reported a significant ("moderate" or "strong") explicit anti-fat bias. No students self-reported a significant explicit anti-thin bias. According to the IAT scores, over half of students had a significant implicit weight bias: 39% (121/310) had an anti-fat bias and 17% (52/310) an anti-thin bias. Two-thirds of students (67%, 81/121) were unaware of their implicit anti-fat bias. Only male gender predicted an explicit anti-fat bias (odds ratio 3.0, 95% confidence interval 1.8-5.3). No demographic factors were associated with an implicit anti-fat bias. Students' explicit and implicit biases were not correlated (Pearson r = 0.03, P = .58). CONCLUSIONS Over one-third of medical students had a significant implicit anti-fat bias; few were aware of that bias. Accordingly, medical schools' obesity curricula should address weight-related biases and their potential impact on care.
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Affiliation(s)
- David P Miller
- Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
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Scott VK, Hashmi ZG, Schneider EB, Hui X, Efron DT, Cornwell EE, Cooper LA, Haider AH. Counting the lives lost: how many black trauma deaths are attributable to disparities? J Surg Res 2013; 184:480-7. [PMID: 23827793 DOI: 10.1016/j.jss.2013.04.080] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2013] [Revised: 04/23/2013] [Accepted: 04/30/2013] [Indexed: 10/26/2022]
Abstract
BACKGROUND The number of black trauma deaths attributable to racial disparities is unknown. The objective of this study was to quantify the excess mortality experienced by black patients given disparities in the risk of mortality. MATERIALS AND METHODS We performed a retrospective analysis of patients aged 16-65 y with blunt and penetrating injuries, who were included in the National Trauma Data Bank from 2007-2010. Generalized linear modeling estimated the relative risk of death for black patients versus white patients, adjusting for known confounders. This analysis determined the difference in the observed number of black trauma deaths at Level I and II centers and the expected number of deaths if the risk of mortality for black patients had been equivalent to that of white patients. RESULTS A total of 1.06 million patients were included. Among patients with blunt and penetrating injuries at Level I trauma centers, white males and females had a relative risk of death of 0.82 (95% confidence interval [CI], 0.80-0.85) and 0.78 (95% CI, 0.74-0.83), respectively, compared with black patients. Similarly, at Level II trauma centers, white males and females had a relative risk of death of 0.84 (95% CI, 0.80-0.88) and 0.82 (95% CI, 0.73-0.91). Overall, of the estimated 41,613 deaths that occurred at Level I and II centers, 2206 (5.3%) were excess deaths among black patients. CONCLUSIONS Over a 4-y period, approximately 5% of trauma center deaths could be attributed to racial disparities in trauma outcomes. These data underscore the need to better understand and intervene against the mechanisms that lead to trauma outcomes disparities.
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Affiliation(s)
- Valerie K Scott
- Center for Surgical Trials and Outcomes Research, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, USA
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Major B, Mendes WB, Dovidio JF. Intergroup relations and health disparities: a social psychological perspective. Health Psychol 2013; 32:514-24. [PMID: 23646834 PMCID: PMC3988903 DOI: 10.1037/a0030358] [Citation(s) in RCA: 108] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE This article considers how the social psychology of intergroup processes helps to explain the presence and persistence of health disparities between members of socially advantaged and disadvantaged groups. METHOD Social psychological theory and research on intergroup relations, including prejudice, discrimination, stereotyping, stigma, prejudice concerns, social identity threat, and the dynamics of intergroup interactions, is reviewed and applied to understand group disparities in health and health care. Potential directions for future research are considered. RESULTS Key features of group relations and dynamics, including social categorization, social hierarchy, and the structural positions of groups along dimensions of perceived warmth and competence, influence how members of high status groups perceive, feel about, and behave toward members of low status groups, how members of low status groups construe and cope with their situation, and how members of high and low status groups interact with each other. These intergroup processes, in turn, contribute to health disparities by leading to differential exposure to and experiences of chronic and acute stress, different health behaviors, and different quality of health care experienced by members of advantaged and disadvantaged groups. Within each of these pathways, social psychological theory and research identifies mediating mechanisms, moderating factors, and individual differences that can affect health. CONCLUSIONS A social psychological perspective illuminates the intergroup, interpersonal, and intrapersonal processes by which structural circumstances which differ between groups for historical, political, and economic reasons can lead to group differences in health.
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Affiliation(s)
- Brenda Major
- Department of Psychological and Brain Sciences, University of California, Santa Barbara, CA 93106, USA.
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138
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Olah ME, Gaisano G, Hwang SW. The effect of socioeconomic status on access to primary care: an audit study. CMAJ 2013; 185:E263-9. [PMID: 23439620 DOI: 10.1503/cmaj.121383] [Citation(s) in RCA: 101] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Health care office staff and providers may discriminate against people of low socioeconomic status, even in the absence of economic incentives to do so. We sought to determine whether socioeconomic status affects the response a patient receives when seeking a primary care appointment. METHODS In a single unannounced telephone call to a random sample of family physicians and general practices (n = 375) in Toronto, Ontario, a male and a female researcher each played the role of a patient seeking a primary care physician. Callers followed a script suggesting either high (i.e., bank employee transferred to the city) or low (i.e., recipient of social assistance) socioeconomic status, and either the presence or absence of chronic health conditions (diabetes and low back pain). We randomized the characteristics of the caller for each office. Our primary outcome was whether the caller was offered an appointment. RESULTS The proportion of calls resulting in an appointment being offered was significantly higher when the callers presented themselves as having high socioeconomic status than when they presented as having low socioeconomic status (22.6% v.14.3%, p = 0.04) and when the callers stated the presence of chronic health conditions than when they did not (23.5% v. 12.8%, p = 0.008). In a model adjusted for all independent variables significant at a p value of 0.10 or less (presence of chronic health conditions, time since graduation from medical school and membership in the College of Family Physicians of Canada), high socioeconomic status was associated with an odds ratio of 1.78 (95% confidence interval 1.02-3.08) for the offer of an appointment. Socioeconomic status and chronic health conditions had independent effects on the likelihood of obtaining an appointment. INTERPRETATION Within a universal health insurance system in which physician reimbursement is unaffected by patients' socioeconomic status, people presenting themselves as having high socioeconomic status received preferential access to primary care over those presenting themselves as having low socioeconomic status.
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Affiliation(s)
- Michelle E Olah
- Centre for Research on Inner City Health, the Keenan Research Centre at the Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ont
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139
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Khang YH. One wing of nation's health: reducing health inequalities. JOURNAL OF THE KOREAN MEDICAL ASSOCIATION 2013. [DOI: 10.5124/jkma.2013.56.3.165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Young-Ho Khang
- Department of Preventive Medicine, University of Ulsan College of Medicine, Seoul, Korea
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140
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Blair IV, Steiner JF, Fairclough DL, Hanratty R, Price DW, Hirsh HK, Wright LA, Bronsert M, Karimkhani E, Magid DJ, Havranek EP. Clinicians' implicit ethnic/racial bias and perceptions of care among Black and Latino patients. Ann Fam Med 2013; 11:43-52. [PMID: 23319505 PMCID: PMC3596038 DOI: 10.1370/afm.1442] [Citation(s) in RCA: 276] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
PURPOSE We investigated whether clinicians' explicit and implicit ethnic/racial bias is related to black and Latino patients' perceptions of their care in established clinical relationships. METHODS We administered a telephone survey to 2,908 patients, stratified by ethnicity/race, and randomly selected from the patient panels of 134 clinicians who had previously completed tests of explicit and implicit ethnic/racial bias. Patients completed the Primary Care Assessment Survey, which addressed their clinicians' interpersonal treatment, communication, trust, and contextual knowledge. We created a composite measure of patient-centered care from the 4 subscales. RESULTS Levels of explicit bias were low among clinicians and unrelated to patients' perceptions. Levels of implicit bias varied among clinicians, and those with greater implicit bias were rated lower in patient-centered care by their black patients as compared with a reference group of white patients (P = .04). Latino patients gave the clinicians lower ratings than did other groups (P <.0001), and this did not depend on the clinicians' implicit bias (P = .98). CONCLUSIONS This is among the first studies to investigate clinicians' implicit bias and communication processes in ongoing clinical relationships. Our findings suggest that clinicians' implicit bias may jeopardize their clinical relationships with black patients, which could have negative effects on other care processes. As such, this finding supports the Institute of Medicine's suggestion that clinician bias may contribute to health disparities. Latinos' overall greater concerns about their clinicians appear to be based on aspects of care other than clinician bias.
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Affiliation(s)
- Irene V Blair
- Department of Psychology and Neuro-science, University of Colorado Boulder, 80309-0345, USA.
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141
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Cho HJ. Equity in health care: current situation in South Korea. JOURNAL OF THE KOREAN MEDICAL ASSOCIATION 2013. [DOI: 10.5124/jkma.2013.56.3.184] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Hong-Jun Cho
- Department of Family Medicine, University of Ulsan College of Medicine, Seoul, Korea
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142
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Blair IV, Havranek EP, Price DW, Hanratty R, Fairclough DL, Farley T, Hirsh HK, Steiner JF. Assessment of biases against Latinos and African Americans among primary care providers and community members. Am J Public Health 2012; 103:92-8. [PMID: 23153155 DOI: 10.2105/ajph.2012.300812] [Citation(s) in RCA: 105] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVES We assessed implicit and explicit bias against both Latinos and African Americans among experienced primary care providers (PCPs) and community members (CMs) in the same geographic area. METHODS Two hundred ten PCPs and 190 CMs from 3 health care organizations in the Denver, Colorado, metropolitan area completed Implicit Association Tests and self-report measures of implicit and explicit bias, respectively. RESULTS With a 60% participation rate, the PCPs demonstrated substantial implicit bias against both Latinos and African Americans, but this was no different from CMs. Explicit bias was largely absent in both groups. Adjustment for background characteristics showed the PCPs had slightly weaker ethnic/racial bias than CMs. CONCLUSIONS This research provided the first evidence of implicit bias against Latinos in health care, as well as confirming previous findings of implicit bias against African Americans. Lack of substantive differences in bias between the experienced PCPs and CMs suggested a wider societal problem. At the same time, the wide range of implicit bias suggested that bias in health care is neither uniform nor inevitable, and important lessons might be learned from providers who do not exhibit bias.
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Affiliation(s)
- Irene V Blair
- Department of Psychology and Neuroscience, University of Colorado Boulder, Boulder, CO 80309-0345, USA.
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143
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Racial disparities in Medicaid patients after brain tumor surgery. J Clin Neurosci 2012; 20:57-61. [PMID: 23084348 DOI: 10.1016/j.jocn.2012.05.014] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2012] [Accepted: 05/06/2012] [Indexed: 11/24/2022]
Abstract
The presence of healthcare-related disparities is an ongoing, widespread, and well-documented societal and health policy issue. We investigated the presence of racial disparities among post-operative patients either with meningioma or malignant, benign, or metastatic brain tumors. We used the Medicaid component of the Thomson Reuter's MarketScan database from 2000 to 2009. Univariate and multivariate analysis assessed death, 30-day post-operative risk of complications, length of stay, and total charges. We identified 2321 patients, 73.7% were Caucasian, 57.8% were women; with Charlson comorbidity scores of <3 (56.2%) and treated at low-volume centers (73.4%). Among all, 26.3% of patients were of African-American ethnicity and 22.1% had meningiomas. Mortality was 2.0%, mean length of stay (LOS) was 9 days, mean total charges were US$42,422, an adverse discharge occurred in 22.5% of patients, and overall 30-day complication rate was 23.4%. In a multivariate analysis, African-American patients with meningiomas had higher odds of developing a 30-day complication (p=0.05) and were significantly more likely to have longer LOS (p<0.001) and greater total charges (p<0.001) relative to Caucasian counterparts. The presence of one post-operative complication doubled LOS and nearly doubled total charges, while the presence of two post-operative complications tripled these outcomes. Patients of African-American ethnicity had significantly higher post-operative complications than those of Caucasian ethnicity. This higher rate of complications seems to have driven greater healthcare utilization, including greater LOS and total charges, among African-American patients. Interventions aimed at reducing complications among African-American patients with brain tumor may help reduce post-operative disparities.
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145
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Weygandt PL, Losonczy LI, Schneider EB, Kisat MT, Licatino LK, Cornwell EE, Haut ER, Efron DT, Haider AH. Disparities in mortality after blunt injury: does insurance type matter? J Surg Res 2012; 177:288-94. [PMID: 22858381 DOI: 10.1016/j.jss.2012.07.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2012] [Revised: 06/19/2012] [Accepted: 07/02/2012] [Indexed: 11/30/2022]
Abstract
BACKGROUND Insurance-related outcomes disparities are well-known, but associations between distinct insurance types and trauma outcomes remain unclear. Prior studies have generally merged various insurance types into broad groups. The purpose of this study is to determine the association of specific insurance types with mortality after blunt injury. MATERIALS AND METHODS Cases of blunt injury among adults aged 18-64 y with an injury severity score >9 were identified using the 2007-2009 National Trauma Data Bank. Crude mortality was calculated for 10 insurance types. Multivariable logistic regression was employed to determine difference in odds of death between insurance types, controlling for injury severity score, Glasgow Coma Scale motor, mechanism of injury, sex, race, and hypotension. Clustering was used to account for possible inter-facility variations. RESULTS A total of 312,312 cases met inclusion criteria. Crude mortality ranged from 3.2 to 6.0% by insurance type. Private Insurance, Blue Cross Blue Shield, Workers Compensation, and Medicaid yielded the lowest relative odds of death, while Not Billed and Self Pay yielded the highest. Compared with Private Insurance, odds of death were higher for No Fault (OR 1.25, P = 0.022), Not Billed (OR 1.77, P < 0.001), and Self Pay (OR 1.77, P < 0.001). Odds of death were higher for Medicare (OR 1.52, P < 0.001) and Other Government (OR 1.35, P = 0.049), while odds of death were lower for Medicaid (OR 0.89, P = 0.015). CONCLUSIONS Significant differences in mortality after blunt injury were seen between insurance types, even among those commonly grouped in other studies. Policymakers may use this information to implement programs to monitor and reduce insurance-related disparities.
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Affiliation(s)
- Paul Logan Weygandt
- Johns Hopkins Center for Surgery Trials and Outcomes Research, Baltimore, Maryland, USA
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146
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Shavers VL, Fagan P, Jones D, Klein WMP, Boyington J, Moten C, Rorie E. The state of research on racial/ethnic discrimination in the receipt of health care. Am J Public Health 2012; 102:953-66. [PMID: 22494002 DOI: 10.2105/ajph.2012.300773] [Citation(s) in RCA: 244] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVES We conducted a review to examine current literature on the effects of interpersonal and institutional racism and discrimination occurring within health care settings on the health care received by racial/ethnic minority patients. METHODS We searched the PsychNet, PubMed, and Scopus databases for articles on US populations published between January 1, 2008 and November 1, 2011. We used various combinations of the following search terms: discrimination, perceived discrimination, race, ethnicity, racism, institutional racism, stereotype, prejudice or bias, and health or health care. Fifty-eight articles were reviewed. RESULTS Patient perception of discriminatory treatment and implicit provider biases were the most frequently examined topics in health care settings. Few studies examined the overall prevalence of racial/ethnic discrimination and none examined temporal trends. In general, measures used were insufficient for examining the impact of interpersonal discrimination or institutional racism within health care settings on racial/ethnic disparities in health care. CONCLUSIONS Better instrumentation, innovative methodology, and strategies are needed for identifying and tracking racial/ethnic discrimination in health care settings.
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Affiliation(s)
- Vickie L Shavers
- Division of Cancer Control and Population Sciences, National Cancer Institute, MD, USA.
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147
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Dovidio JF, Fiske ST. Under the radar: how unexamined biases in decision-making processes in clinical interactions can contribute to health care disparities. Am J Public Health 2012; 102:945-52. [PMID: 22420809 PMCID: PMC3483919 DOI: 10.2105/ajph.2011.300601] [Citation(s) in RCA: 210] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/23/2011] [Indexed: 12/16/2022]
Abstract
Several aspects of social psychological science shed light on how unexamined racial/ethnic biases contribute to health care disparities. Biases are complex but systematic, differing by racial/ethnic group and not limited to love-hate polarities. Group images on the universal social cognitive dimensions of competence and warmth determine the content of each group's overall stereotype, distinct emotional prejudices (pity, envy, disgust, pride), and discriminatory tendencies. These biases are often unconscious and occur despite the best intentions. Such ambivalent and automatic biases can influence medical decisions and interactions, systematically producing discrimination in health care and ultimately disparities in health. Understanding how these processes may contribute to bias in health care can help guide interventions to address racial and ethnic disparities in health.
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Affiliation(s)
- John F Dovidio
- Department of Psychology, Yale University, New Haven, CT, USA.
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148
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Hooper LM, Epstein SA, Weinfurt KP, DeCoster J, Qu L, Hannah NJ. Predictors of primary care physicians' self-reported intention to conduct suicide risk assessments. J Behav Health Serv Res 2012; 39:103-15. [PMID: 22218814 PMCID: PMC3586785 DOI: 10.1007/s11414-011-9268-5] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Primary care physicians play a significant role in depression care, suicide assessment, and suicide prevention. However, little is known about what factors relate to and predict quality of depression care (assessment, diagnosis, and treatment), including suicide assessment. The authors explored the extent to which select patient and physician factors increase the probability of one element of quality of care: namely, intention to conduct suicide assessment. Data were collected from 404 randomly selected primary care physicians after their interaction with CD-ROM vignettes of actors portraying major depression with moderate levels of severity. The authors examined which patient factors and physician factors increase the likelihood of physicians' intention to conduct a suicide assessment. Data from the study revealed that physician-participants inquired about suicide 36% of the time. A random effects logistic model indicated that several factors were predictive of physicians' intention to conduct a suicide assessment: patient's comorbidity status (odds ratio (OR) = 0.61; 95% confidence interval (CI) = 0.37-1.00), physicians' age (OR = 0.67; 95% CI = 0.49-0.92), physicians' race (OR = 1.84; 95% CI = 1.08-3.13), and how depressed the physician perceived the virtual patient to be (OR = 0.58; 95% CI = 0.39-0.87). A substantial number of primary care physicians in this study indicated they would not assess for suicide, even though most physicians perceived the virtual patient to be depressed or very depressed. Further study is needed to establish factors that may be modified and targeted to increase the likelihood of physicians' providing one element of quality of care--suicide assessment--for depressed patients.
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Affiliation(s)
- Lisa M. Hooper
- Department of Educational Studies in Psychology, Research Methodology, and Counseling, The University of Alabama, Box 870231; 315-B Graves Hall, Tuscaloosa, AL 35487, USA. Phone: 1+205-348-5611; Fax: 1+205-348-7584;
| | - Steven A. Epstein
- Department of Psychiatry, Georgetown University Hospital and School of Medicine, 2115Wisconsin Avenue NW, Suite 200, Washington, DC 20007, USA. Phone: 1+202-944-5444;
| | - Kevin P. Weinfurt
- Duke Clinical Research Institute, P.O. Box 17969, Durham, NC, USA. Phone: +1-919-6688019; Fax: +1-919-6687124;
| | - Jamie DeCoster
- University of Virginia, Charlottesville, VA, USA. Phone: +1-205-5340939;
| | - Lixin Qu
- The University of Alabama, Box 870348 Tuscaloosa, AL, USA. Phone: +1-205-3484254; Fax: +1-205-3483526;
| | - Natalie J. Hannah
- Department of Educational Studies in Psychology, Research Methodology, and Counseling, The University of Alabama, Tuscaloosa, AL, USA. Phone: +1-205-3485611; Fax: +1-205-3485487;
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Riley WJ. Health disparities: gaps in access, quality and affordability of medical care. TRANSACTIONS OF THE AMERICAN CLINICAL AND CLIMATOLOGICAL ASSOCIATION 2012; 123:167-174. [PMID: 23303983 PMCID: PMC3540621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Health disparities, which are sometimes referred to as health inequities, have garnered an increasing amount of attention from physicians and health policy experts, as well as a renewed focus from federal health agencies. As a complex and multi-factorial construct, differential access to medical care, treatment modalities, and disparate outcomes among various racial and ethnic groups has been validated in numerous studies. The antecedents of such differences involve such "drivers" as cost and access to the healthcare system, primary care physicians, and preventive health services. In addition, the subtle role of bias in creating and/or exacerbating health disparities is well documented in the literature. This article highlights the dimensions and extent of health inequities and emphasizes the challenges facing physicians and others in addressing them.
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Affiliation(s)
- Wayne J Riley
- Meharry Medical College, 1005 Dr. DB Todd Jr Blvd, Nashville, TN 37027, USA.
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