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An Experimental Study of the Effects of Patient Race, Sexual Orientation, and Injection Drug Use on Providers’ PrEP-Related Clinical Judgments

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Abstract

Social biases may influence providers’ judgments related to pre-exposure prophylaxis (PrEP) and patients’ consequent PrEP access. US primary and HIV care providers (n = 370) completed an experimental survey. Each provider reviewed one fictitious medical record of a patient seeking PrEP. Records varied by patient race (Black or White) and risk behavior (man who has sex with men [MSM], has sex with women [MSW], or injects drugs [MID]). Providers reported clinical judgments and completed measures of prejudice. Minimal evidence of racially biased judgments emerged. Providers expressing low-to-moderate sexual prejudice judged the MSM as more likely than the MSW to adhere to PrEP, which was associated with greater PrEP prescribing intention; sexual prejudice was negatively associated with anticipated MSM adherence. Providers judged the MID to be at higher risk, less likely to adhere, less safety-conscious, and less responsible than both the MSM and MSW; adverse adherence and responsibility judgments were associated with lower prescribing intention.

Resumen

Los sesgos sociales pueden influir sobre los juicios de proveedores de salud con respecto a la profilaxis pre-exposición (PrEP) y el consecuente acceso de los pacientes a PrEP. Proveedores de cuidados primarios y de VIH en los Estados Unidos (n = 370) respondieron una encuesta experimental. Cada proveedor leyó una historia médica de un paciente ficticio interesado en obtener PrEP. Las historias médicas variaron la raza (Negro o Blanco) y conducta de riesgo (hombre que tiene sexo con hombres [HSH], hombre que tiene sexo con mujeres [HSM], u hombre  usuario de drogas inyectables [HDI]) del paciente. Los proveedores reportaron juicios clínicos y completaron medidas sobre prejuicio. La evidencia sobre sesgos raciales en los juicios clínicos fue mínima. Los proveedores que expresaron prejuicio sexual bajo a moderado, juzgaron que el paciente HSH tendría mayor adherencia a PrEP que el paciente HSM, lo cual se asoció con mayor intención de prescribir PrEP; el prejuicio sexual se asoció negativamente con la adherencia anticipada en HSH. El paciente HDI fue percibido como en mayor riesgo, con menor adherencia, menos preocupado por la seguridad, y menos responsable que los HSH y HSM; los juicios sobre baja adherencia y responsabilidad estuvieron asociados con menor intención de prescribir PrEP.

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Data Availability

Data are available from the lead author (SKC) upon request.

Code Availability

Syntax for statistical analyses are available from the lead author (SKC) upon request.

Notes

  1. Although “MSW” and “MID” are not conventional abbreviations, we use them here (instead of the more commonly used “heterosexual man” or “PWID,” respectively) to more accurately represent the experimental conditions.

  2. There is wide variation in how the term “sexual orientation” has been conceptualized and measured in research [50, 51]. In this study, we operationalized sexual orientation behaviorally according to the respective sex—male or female—of a patient’s current sexual partner. However, we acknowledge that partner sex at any given time may not represent the full spectrum of a patient’s sexual behavior and does not reflect psychological dimensions of a patient’s sexual orientation (e.g., identity, attraction).

References

  1. Grant RM, Lama JR, Anderson PL, McMahan V, Liu AY, Vargas L, et al. Preexposure chemoprophylaxis for HIV prevention in men who have sex with men. N Engl J Med. 2010;363(27):2587–99.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  2. Baeten JM, Donnell D, Ndase P, Mugo NR, Campbell JD, Wangisi J, et al. Antiretroviral prophylaxis for HIV prevention in heterosexual men and women. N Engl J Med. 2012;367(5):399–410.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  3. Thigpen MC, Kebaabetswe PM, Paxton LA, Smith DK, Rose CE, Segolodi TM, et al. Antiretroviral preexposure prophylaxis for heterosexual HIV transmission in Botswana. N Engl J Med. 2012;367(5):423–34.

    Article  CAS  PubMed  Google Scholar 

  4. Choopanya K, Martin M, Suntharasamai P, Sangkum U, Mock PA, Leethochawalit M, et al. Antiretroviral prophylaxis for HIV infection in injecting drug users in Bangkok, Thailand (the Bangkok Tenofovir Study): a randomised, double-blind, placebo-controlled phase 3 trial. Lancet. 2013;381(9883):2083–90.

    Article  PubMed  Google Scholar 

  5. US Public Health Service. Preexposure prophylaxis for the prevention of HIV infection in the United States - 2017 update. 2018.

  6. US Preventive Services Task Force. Preexposure prophylaxis for the prevention of HIV infection: US Preventive Services Task Force recommendation statement. JAMA. 2019;321(22):2203–13.

    Article  Google Scholar 

  7. Saag MS, Gandhi RT, Hoy JF, Landovitz RJ, Thompson MA, Sax PE, et al. Antiretroviral drugs for treatment and prevention of HIV infection in adults: 2020 recommendations of the International Antiviral Society-USA Panel. JAMA. 2020;324(16):1651–69.

    Article  CAS  PubMed  Google Scholar 

  8. Jones JT, Smith DK, Wiener J, August EM, Finlayson T, Wejnert C. Assessment of PrEP awareness, PrEP discussion with a provider, and PrEP use by transmission risk group with an emphasis on the Southern United States. AIDS Behav. 2021;25(9):2985–91.

    Article  PubMed  Google Scholar 

  9. Kanny D, Jeffries WLT, Chapin-Bardales J, Denning P, Cha S, Finlayson T, et al. Racial/ethnic disparities in HIV preexposure prophylaxis among men who have sex with men - 23 urban areas, 2017. MMWR Morb Mortal Wkly Rep. 2019;68(37):801–6.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Harris NS, Johnson AS, Huang YA, Kern D, Fulton P, Smith DK, et al. Vital signs: status of human immunodeficiency virus testing, viral suppression, and HIV preexposure prophylaxis - United States, 2013–2018. MMWR Morb Mortal Wkly Rep. 2019;68(48):1117–23.

    Article  PubMed  PubMed Central  Google Scholar 

  11. Calabrese SK, Earnshaw VA, Underhill K, Hansen NB, Dovidio JF. The impact of patient race on clinical decisions related to prescribing HIV pre-exposure prophylaxis (PrEP): assumptions about sexual risk compensation and implications for access. AIDS Behav. 2014;18(2):226–40.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Calabrese SK, Earnshaw VA, Krakower DS, Underhill K, Vincent W, Magnus M, et al. A closer look at racism and heterosexism in medical students’ clinical decision-making related to HIV pre-exposure prophylaxis (PrEP): implications for PrEP education. AIDS Behav. 2018;22(4):1122–38.

    Article  PubMed  PubMed Central  Google Scholar 

  13. Bunting SR, Feinstein BA, Hazra A, Garber SS. Effects of patient sexual orientation and gender identity on medical students’ decision-making regarding pre-exposure prophylaxis (PrEP) for HIV prevention: a vignette-based study. Sex Transm Dis. 2021. https://doi.org/10.1097/OLQ.0000000000001488.

    Article  PubMed  Google Scholar 

  14. Leichliter JS, Cuffe KM, Kelley KR, Gift TL. Availability of STD and HIV clinical services: ending the HIV Epidemic (EHE) vs. non-EHE jurisdictions, 2018. Sex Transm Dis. 2021. https://doi.org/10.1097/OLQ.0000000000001482.

    Article  PubMed  Google Scholar 

  15. Smith DK, Maier E, Betts J, Gray S, Kolodziejski B, Hoover KW. What community-based HIV prevention organizations say about their role in biomedical HIV prevention. AIDS Educ Prev. 2016;28(5):426–39.

    Article  PubMed  Google Scholar 

  16. Tookes H, Yao K, Chueng T, Butts S, Karsner R, Duque M, et al. Pre-exposure prophylaxis access in federally qualified health centers across 11 United States metropolitan statistical areas. Int J STD AIDS. 2019;30(10):978–84.

    Article  PubMed  PubMed Central  Google Scholar 

  17. Zhang C, McMahon J, Fiscella K, Przybyla S, Braksmajer A, LeBlanc N, et al. HIV pre-exposure prophylaxis implementation cascade among health care professionals in the United States: implications from a systematic review and meta-analysis. AIDS Patient Care STDS. 2019;33(12):507–27.

    Article  PubMed  PubMed Central  Google Scholar 

  18. 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(5):945–52.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Calabrese SK, Krakower DS, Mayer KH. Integrating HIV pre-exposure prophylaxis (PrEP) into routine preventive healthcare to avoid exacerbating disparities. Am J Public Health. 2017;107(12):1883–9.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Dovidio JF, Gaertner SL. Intergroup bias. In: Fiske ST, Gilbert DT, Lindzey G, editors. Handbook of social psychology. Hoboken: Wiley; 2010. p. 1084–121.

    Google Scholar 

  21. Brooks RA, Landrian A, Nieto O, Fehrenbacher A. Experiences of anticipated and enacted pre-exposure prophylaxis (PrEP) stigma among Latino MSM in Los Angeles. AIDS Behav. 2019;23(7):1964–73.

    Article  PubMed  PubMed Central  Google Scholar 

  22. Furukawa NW, Maksut JL, Zlotorzynska M, Sanchez TH, Smith DK, Baral SD. Sexuality disclosure in U.S. gay, bisexual, and other men who have sex with men: impact on healthcare-related stigmas and HIV pre-exposure prophylaxis denial. Am J Prev Med. 2020;59(2):79–87.

    Article  Google Scholar 

  23. Calabrese SK, Magnus M, Mayer KH, Krakower DS, Eldahan AI, Gaston Hawkins LA, et al. “Support your client at the space that they’re in”: pre-exposure prophylaxis (PrEP) prescribers’ perspectives on PrEP-related risk compensation. AIDS Patient Care STDS. 2017;31(4):196–204.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Doblecki-Lewis S, Jones D. Community federally qualified health centers as homes for HIV preexposure prophylaxis: perspectives from South Florida. J Int Assoc Provid AIDS Care. 2016;15(6):522–8.

    Article  PubMed  Google Scholar 

  25. van Ryn M, Fu SS. Paved with good intentions: do public health and human service providers contribute to racial/ethnic disparities in health? Am J Public Health. 2003;93(2):248–55.

    Article  PubMed  PubMed Central  Google Scholar 

  26. van Ryn M, Burgess DJ, Dovidio JF, Phelan SM, Saha S, Malat J, et al. The impact of racism on clinician cognition, behavior, and clinical decision making. Du Bois Rev. 2011;8(1):199–218.

    Article  PubMed  PubMed Central  Google Scholar 

  27. Pleuhs B, Quinn KG, Walsh JL, Petroll AE, John SA. Health care provider barriers to HIV pre-exposure prophylaxis in the United States: a systematic review. AIDS Patient Care STDS. 2020;34(3):111–23.

    Article  PubMed  PubMed Central  Google Scholar 

  28. Calabrese SK, Tekeste M, Mayer KH, Magnus M, Krakower DS, Kershaw TS, et al. Considering stigma in the provision of HIV pre-exposure prophylaxis: reflections from current prescribers. AIDS Patient Care STDS. 2019;33(2):79–88.

    Article  PubMed  PubMed Central  Google Scholar 

  29. Degenhardt L, Peacock A, Colledge S, Leung J, Grebely J, Vickerman P, et al. Global prevalence of injecting drug use and sociodemographic characteristics and prevalence of HIV, HBV, and HCV in people who inject drugs: a multistage systematic review. Lancet Glob Health. 2017;5(12):e1192–207.

    Article  PubMed  PubMed Central  Google Scholar 

  30. Cicero TJ, Ellis MS, Surratt HL, Kurtz SP. The changing face of heroin use in the United States: a retrospective analysis of the past 50 years. JAMA Psychiat. 2014;71(7):821–6.

    Article  Google Scholar 

  31. Peters PJ, Pontones P, Hoover KW, Patel MR, Galang RR, Shields J, et al. HIV infection linked to injection use of oxymorphone in Indiana, 2014–2015. N Engl J Med. 2016;375(3):229–39.

    Article  CAS  PubMed  Google Scholar 

  32. Kuo I, Olsen H, Patrick R, Phillips G 2nd, Magnus M, Opoku J, et al. Willingness to use HIV pre-exposure prophylaxis among community-recruited, older people who inject drugs in Washington, DC. Drug Alcohol Depend. 2016;164:8–13.

    Article  PubMed  Google Scholar 

  33. Schneider KE, White RH, O’Rourke A, Kilkenny ME, Perdue M, Sherman SG, et al. Awareness of and interest in oral pre-exposure prophylaxis (PrEP) for HIV prevention and interest in hypothetical forms of PrEP among people who inject drugs in rural West Virginia. AIDS Care. 2021;33(6):721–8.

    Article  PubMed  Google Scholar 

  34. Sherman SG, Schneider KE, Park JN, Allen ST, Hunt D, Chaulk CP, et al. PrEP awareness, eligibility, and interest among people who inject drugs in Baltimore, Maryland. Drug Alcohol Depend. 2019;195:148–55.

    Article  PubMed  Google Scholar 

  35. Shrestha R, Karki P, Altice FL, Huedo-Medina TB, Meyer JP, Madden L, et al. Correlates of willingness to initiate pre-exposure prophylaxis and anticipation of practicing safer drug- and sex-related behaviors among high-risk drug users on methadone treatment. Drug Alcohol Depend. 2017;173:107–16.

    Article  PubMed  PubMed Central  Google Scholar 

  36. Carter G, Meyerson B, Rivers P, Crosby R, Lawrence C, Cope SD, et al. Living at the confluence of stigmas: PrEP awareness and feasibility among people who inject drugs in two predominantly rural states. AIDS Behav. 2021;8:1–12.

    Google Scholar 

  37. Adams LM, Balderson BH. HIV providers’ likelihood to prescribe pre-exposure prophylaxis (PrEP) for HIV prevention differs by patient type: a short report. AIDS Care. 2016;28(9):1154–8.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Edelman EJ, Moore BA, Calabrese SK, Berkenblit GV, Cunningham C, Patel V, et al. Primary care physicians’ willingness to prescribe HIV pre-exposure prophylaxis for people who inject drugs. AIDS Behav. 2017;21(4):1025–33.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Smith DK, Mendoza MC, Stryker JE, Rose CE. PrEP awareness and attitudes in a national survey of primary care clinicians in the United States, 2009–2015. PLoS ONE. 2016;11(6):e0156592.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  40. Adams LM, Balderson BH, Brown K, Bush SE, Packett BJ 2nd. Who starts the conversation and who receives preexposure prophylaxis (PrEP)? A brief online survey of medical providers’ PrEP practices. Health Educ Behav. 2018;45(5):723–9.

    Article  PubMed  Google Scholar 

  41. Hoenigl M, Jain S, Moore D, Collins D, Sun X, Anderson PL, et al. Substance use and adherence to HIV preexposure prophylaxis for men who have sex with men. Emerg Infect Dis. 2018;24(12):2292–302.

    Article  CAS  PubMed Central  Google Scholar 

  42. Shrestha R, Copenhaver M. Exploring the use of pre-exposure prophylaxis (PrEP) for HIV prevention among high-risk people who use drugs in treatment. Front Public Health. 2018;6:195.

    Article  PubMed  PubMed Central  Google Scholar 

  43. Shrestha R, Altice F, Karki P, Copenhaver M. Developing an integrated, brief biobehavioral HIV prevention intervention for high-risk drug users in treatment: the process and outcome of formative research. Front Immunol. 2017;8:561.

    Article  PubMed  PubMed Central  Google Scholar 

  44. Ducray K, Pilch M. Health student regard for substance-using patients as measured by the Medical Condition Regard Scale: a systematic review. Ir J Psychol Med. 2017;34(3):183–96.

    Article  CAS  PubMed  Google Scholar 

  45. van Boekel LC, Brouwers EPM, van Weeghel J, Garretsen HFL. Stigma among health professionals towards patients with substance use disorders and its consequences for healthcare delivery: systematic review. Drug Alcohol Depend. 2013;131(1):23–35.

    Article  PubMed  Google Scholar 

  46. Biancarelli DL, Biello KB, Childs E, Drainoni M, Salhaney P, Edeza A, et al. Strategies used by people who inject drugs to avoid stigma in healthcare settings. Drug Alcohol Depend. 2019;198:80–6.

    Article  PubMed  PubMed Central  Google Scholar 

  47. Fong C, Mateu-Gelabert P, Ciervo C, Eckhardt B, Aponte-Melendez Y, Kapadia S, et al. Medical provider stigma experienced by people who use drugs (MPS-PWUD): Development and validation of a scale among people who currently inject drugs in New York City. Drug Alcohol Depend. 2021;221:108589.

    Article  PubMed  PubMed Central  Google Scholar 

  48. McMahan VM, Violette LR, Andrasik MP, Martin A, Garske L, Stekler JD. “I make sure my doctor doesn’t know that I use meth”: Perceived barriers to pre-exposure prophylaxis (PrEP) uptake among community peer educators in Seattle (WA, USA). Sexual Health. 2020;17(1):29–37.

    Article  PubMed  Google Scholar 

  49. Muncan B, Walters SM, Ezell J, Ompad DC. “They look at us like junkies”: Influences of drug use stigma on the healthcare engagement of people who inject drugs in New York City. Harm Reduct J. 2020;17(1):53.

    Article  PubMed  PubMed Central  Google Scholar 

  50. Sell RL. Defining and measuring sexual orientation: a review. Arch Sex Behav. 1997;26(6):643–58.

    Article  CAS  PubMed  Google Scholar 

  51. Wolff M, Wells B, Ventura-DiPersia C, Renson A, Grov C. Measuring sexual orientation: a review and critique of U.S. data collection efforts and implications for health policy. J Sex Res. 2017;54(4–5):507–31.

    Article  PubMed  Google Scholar 

  52. Quinn K, Bowleg L, Dickson-Gomez J. “The fear of being Black plus the fear of being gay”: the effects of intersectional stigma on PrEP use among young Black gay, bisexual, and other men who have sex with men. Soc Sci Med. 2019;232:86–93.

    Article  PubMed  PubMed Central  Google Scholar 

  53. Quinn K, Dickson-Gomez J, Zarwell M, Pearson B, Lewis M. “A gay man and a doctor are just like, a recipe for destruction”: how racism and homonegativity in healthcare settings influence PrEP uptake among young Black MSM. AIDS Behav. 2019;23(7):1951–63.

    Article  PubMed  PubMed Central  Google Scholar 

  54. Brooks RA, Nieto O, Landrian A, Fehrenbacher A, Cabral A. Experiences of pre-exposure prophylaxis (PrEP)-related stigma among Black MSM PrEP users in Los Angeles. J Urban Health. 2020;97(5):679–91.

    Article  PubMed  Google Scholar 

  55. Owens C, Hubach RD, Williams D, Lester J, Reece M, Dodge B. Exploring the pre-exposure prophylaxis (PrEP) health care experiences among men who have sex with men (MSM) who live in rural areas of the Midwest. AIDS Educ Prev. 2020;32(1):51–66.

    Article  PubMed  Google Scholar 

  56. Brener L, Von Hippel W, Kippax S, Preacher KJ. The role of physician and nurse attitudes in the health care of injecting drug users. Subst Use Misuse. 2010;45(7–8):1007–18.

    Article  PubMed  Google Scholar 

  57. Strauser DR, Ciftci A, O’Sullivan D. Using attribution theory to examine community rehabilitation provider stigma. Int J Rehabil Res. 2009;32(1):41–7.

    Article  PubMed  Google Scholar 

  58. Patel P, Borkowf CB, Brooks JT, Lasry A, Lansky A, Mermin J. Estimating per-act HIV transmission risk: a systematic review. AIDS. 2014;28(10):1.

    Article  CAS  Google Scholar 

  59. US Centers for Disease Control and Prevention. HIV risk and prevention estimates: HIV risk behaviors; 2016. https://www.cdc.gov/hiv/risk/estimates/riskbehaviors.html.

  60. Bertrand M, Mullainathan S. Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination. Am Econ Rev. 2004;94(4):991–1013.

    Article  Google Scholar 

  61. Ewens M, Tomlin B, Wang LC. Statistical discrimination or prejudice? A large sample field experiment. Rev Econ Stat. 2014;96(1):119–34.

    Article  Google Scholar 

  62. McConahay JB. Modern racism, ambivalence, and the Modern Racism Scale. Prejudice, discrimination, and racism. San Diego: Academic Press; 1986. p. 91–125.

    Google Scholar 

  63. Morrison MA, Morrison TG. Development and validation of a scale measuring modern prejudice toward gay men and lesbian women. J Homosex. 2002;43(2):15–37.

    Article  PubMed  Google Scholar 

  64. Palamar JJ, Kiang MV, Halkitis PN. Development and psychometric evaluation of scales that assess stigma associated with illicit drug users. Subst Use Misuse. 2011;46(12):1457–67.

    Article  PubMed  Google Scholar 

  65. Greenwald AG, McGhee DE, Schwartz JL. Measuring individual differences in implicit cognition: the implicit association test. J Pers Soc Psychol. 1998;74(6):1464–80.

    Article  CAS  PubMed  Google Scholar 

  66. Greenwald AG, Nosek BA, Banaji MR. Understanding and using the implicit association test: I. An improved scoring algorithm. J Pers Soc Psychol. 2003;85(2):197.

    Article  PubMed  Google Scholar 

  67. Greenwald AG, Dasgupta N, Dovidio JF, Kang J, Moss-Racusin C, Teachman BA. Implicit bias remedies: what is known and what is not known [Unpublished manuscript]. 2021.

  68. Hayes AF. Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. 2nd ed. New York: The Guilford Press; 2018.

    Google Scholar 

  69. Hayes AF. Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr. 2009;76(4):408–20.

    Article  Google Scholar 

  70. Hayes AF. Partial, conditional, and moderated moderated mediation: quantification, inference, and interpretation. Commun Monogr. 2018;85(1):4–40.

    Article  Google Scholar 

  71. US Centers for Disease Control and Prevention. HIV surveillance report: diagnoses of HIV infection in the United States and dependent areas, 2019. 2021.

  72. Calabrese SK, Underhill K, Earnshaw VA, Hansen NB, Kershaw TS, Magnus M, et al. Framing HIV pre-exposure prophylaxis (PrEP) for the general public: how inclusive messaging may prevent prejudice from diminishing public support. AIDS Behav. 2016;20(7):1499–513.

    Article  PubMed  PubMed Central  Google Scholar 

  73. Felsher M, Ziegler E, Amico KR, Carrico A, Coleman J, Roth AM. “PrEP just isn’t my priority”: adherence challenges among women who inject drugs participating in a pre-exposure prophylaxis (PrEP) demonstration project in Philadelphia, PA, USA. Soc Sci Med. 2021;275:113809.

    Article  PubMed  PubMed Central  Google Scholar 

  74. Mistler CB, Copenhaver MM, Shrestha R. The pre-exposure prophylaxis (PrEP) care cascade in people who inject drugs: a systematic review. AIDS Behav. 2020.

  75. Volkow ND, Koob GF, McLellan AT. Neurobiologic advances from the brain disease model of addiction. N Engl J Med. 2016;374(4):363–71.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  76. Ben J, Cormack D, Harris R, Paradies Y. Racism and health service utilisation: a systematic review and meta-analysis. PLoS ONE. 2017;12(12):e0189900.

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  77. Hardeman RR, Medina EM, Kozhimannil KB. Structural racism and supporting Black lives—the role of health professionals. N Engl J Med. 2016;375(22):2113–5.

    Article  PubMed  PubMed Central  Google Scholar 

  78. Edeza A, Bazzi A, Salhaney P, Biancarelli D, Childs E, Mimiaga MJ, et al. HIV pre-exposure prophylaxis for people who inject drugs: the context of co-occurring injection- and sexual-related HIV risk in the US Northeast. Subst Use Misuse. 2020;55(4):525–33.

    Article  PubMed  Google Scholar 

  79. Visconti AJ, Sell J, Greenblatt AD. Primary care for persons who inject drugs. Am Fam Phys. 2019;99(2):109–16.

    Google Scholar 

  80. Roth AM, Tran NK, Felsher M, Gadegbeku AB, Piecara B, Fox R, et al. Integrating HIV preexposure prophylaxis with community-based syringe services for women who inject drugs: results from the Project SHE demonstration study. J Acquir Immune Defic Syndr. 2021;86(3):e61–70.

    Article  PubMed  PubMed Central  Google Scholar 

  81. Bunting SR, Hazra A, Sheth NK. Psychiatrists as prescribers of HIV pre-exposure prophylaxis: an untapped resource for HIV prevention among patients living with mental illness. J Gay Lesbian Ment Health. 2020. https://doi.org/10.1080/19359705.2020.1855007.

    Article  Google Scholar 

  82. Biello KB, Bazzi AR, Vahey S, Harris M, Shaw L, Brody J. Delivering preexposure prophylaxis to people who use drugs and experience homelessness, Boston, MA, 2018–2020. Am J Public Health. 2021;111(6):1045–8.

    Article  PubMed  Google Scholar 

  83. Ding L, Landon BE, Wilson IB, Wong MD, Shapiro MF, Cleary PD. Predictors and consequences of negative physician attitudes toward HIV-infected injection drug users. Arch Intern Med. 2005;165(6):618–23.

    Article  PubMed  Google Scholar 

  84. Howard V, Holmshaw J. Inpatient staff perceptions in providing care to individuals with co-occurring mental health problems and illicit substance use. J Psychiatr Ment Health Nurs. 2010;17(10):862–72.

    Article  CAS  PubMed  Google Scholar 

  85. Ford R, Bammer G, Becker N. Improving nurses’ therapeutic attitude to patients who use illicit drugs: workplace drug and alcohol education is not enough. Int J Nurs Pract. 2009;15(2):112–8.

    Article  PubMed  Google Scholar 

  86. Ford R, Bammer G, Becker N. The determinants of nurses’ therapeutic attitude to patients who use illicit drugs and implications for workforce development. J Clin Nurs. 2008;17(18):2452–62.

    Article  PubMed  Google Scholar 

  87. Brener L, Cama E, Hull P, Treloar C. Evaluation of an online injecting drug use stigma intervention targeted at health providers in New South Wales, Australia. Health Psychol Open. 2017;4(1):20551.

    Article  Google Scholar 

  88. Greenwald AG, Lai CK. Implicit social cognition. Annu Rev Psychol. 2020;71:419–45.

    Article  PubMed  Google Scholar 

  89. Paluck EL, Porat R, Clark CS, Green DP. Prejudice reduction: progress and challenges. Annu Rev Psychol. 2021;72:533–60.

    Article  PubMed  Google Scholar 

  90. Lai CK, Skinner AL, Cooley E, Murrar S, Brauer M, Devos T, et al. Reducing implicit racial preferences: II Intervention effectiveness across time. J Exp Psychol Gen. 2016;145(8):1001–16.

    Article  PubMed  Google Scholar 

  91. Golub SA. PrEP stigma: implicit and explicit drivers of disparity. Curr HIV/AIDS Rep. 2018;15(2):190–7.

    Article  PubMed  PubMed Central  Google Scholar 

  92. Thomann M, Grosso A, Zapata R, Chiasson MA. “WTF is PrEP?”: attitudes towards pre-exposure prophylaxis among men who have sex with men and transgender women in New York City. Cult Health Sex. 2018;20(7):772–86.

    Article  PubMed  Google Scholar 

  93. Sabin J, Nosek BA, Greenwald A, Rivara FP. Physicians’ implicit and explicit attitudes about race by MD race, ethnicity, and gender. J Health Care Poor Underserved. 2009;20(3):896–913.

    Article  PubMed  PubMed Central  Google Scholar 

  94. Hagiwara N, Dovidio JF, Stone J, Penner LA. Applied racial/ethnic healthcare disparities research using implicit measures. Soc Cogn. 2020;38(Supplement):s68–97.

    Article  PubMed  PubMed Central  Google Scholar 

  95. Burgess DJ, Phelan S, Workman M, Hagel E, Nelson DB, Fu SS, et al. The effect of cognitive load and patient race on physicians’ decisions to prescribe opioids for chronic low back pain: a randomized trial. Pain Med. 2014;15(6):965–74.

    Article  PubMed  Google Scholar 

  96. Stepanikova I. Racial-ethnic biases, time pressure, and medical decisions. J Health Soc Behav. 2012;53(3):329–43.

    Article  PubMed  Google Scholar 

  97. Crandall CS, Eshleman A, O’Brien L. Social norms and the expression and suppression of prejudice: the struggle for internalization. J Pers Soc Psychol. 2002;82(3):359–78.

    Article  PubMed  Google Scholar 

  98. Philbin MM, Parker CM, Parker RG, Wilson PA, Garcia J, Hirsch JS. Gendered social institutions and preventive healthcare seeking for Black men who have sex with men: the promise of biomedical HIV prevention. Arch Sex Behav. 2018;47(7):2091–100.

    Article  PubMed  PubMed Central  Google Scholar 

  99. Petroll AE, Mosack KE. Physician awareness of sexual orientation and preventive health recommendations to men who have sex with men. Sex Transm Dis. 2011;38(1):63–7.

    Article  PubMed  PubMed Central  Google Scholar 

  100. Hirsh AT, Hollingshead NA, Ashburn-Nardo L, Kroenke K. The interaction of patient race, provider bias, and clinical ambiguity on pain management decisions. J Pain. 2015;16(6):558–68.

    Article  PubMed  PubMed Central  Google Scholar 

  101. Hatzenbuehler ML, Phelan JC, Link BG. Stigma as a fundamental cause of population health inequalities. Am J Public Health. 2013;103(5):813–21.

    Article  PubMed  PubMed Central  Google Scholar 

  102. Silverman TB, Schrimshaw EW, Franks J, Hirsch-Moverman Y, Ortega H, El-Sadr WM, et al. Response rates of medical providers to Internet surveys regarding their adoption of preexposure prophylaxis for HIV: methodological implications. J Int Assoc Provid AIDS Care. 2018;17:1–6.

    Article  Google Scholar 

  103. Carpenter TP, Pogacar R, Pullig C, Kouril M, Aguilar S, LaBouff J, et al. Survey-software implicit association tests: a methodological and empirical analysis. Behav Res Methods. 2019;51(5):2194–208.

    Article  PubMed  Google Scholar 

  104. Yumori C, Zucker J, Theodore D, Chang M, Carnevale C, Slowikowski J, et al. Women are less likely to be tested for HIV or offered preexposure prophylaxis at the time of sexually transmitted infection diagnosis. Sex Transm Dis. 2021;48(1):32–6.

    Article  PubMed  PubMed Central  Google Scholar 

  105. Becasen JS, Denard CL, Mullins MM, Higa DH, Sipe TA. Estimating the prevalence of HIV and sexual behaviors among the US transgender population: a systematic review and meta-analysis, 2006–2017. Am J Public Health. 2019;109(1):e1–8.

    Article  PubMed  PubMed Central  Google Scholar 

  106. Poteat T, Scheim A, Xavier J, Reisner S, Baral S. Global epidemiology of HIV infection and related syndemics affecting transgender people. J Acquir Immune Defic Syndr. 2016;72:S210–9.

    Article  PubMed  PubMed Central  Google Scholar 

  107. Clark H, Babu AS, Wiewel EW, Opoku J, Crepaz N. Diagnosed HIV infection in transgender adults and adolescents: results from the National HIV Surveillance System, 2009–2014. AIDS Behav. 2017;21(9):2774–83.

    Article  PubMed  PubMed Central  Google Scholar 

  108. Krakower D, Ware N, Mitty JA, Maloney K, Mayer KH. HIV providers’ perceived barriers and facilitators to implementing pre-exposure prophylaxis in care settings: a qualitative study. AIDS Behav. 2014;18(9):1712–21.

    Article  PubMed  PubMed Central  Google Scholar 

  109. Villeneuve F, Cabot J-M, Eymard-Duvernay S, Visier L, Tribout V, Perollaz C, et al. Evaluating family physicians’ willingness to prescribe PrEP. Med Mal Infect. 2020;50(7):606–10.

    Article  PubMed  Google Scholar 

  110. Institute of Medicine. Unequal treatment: confronting racial and ethnic disparities in health care. Washington: The National Academies Press; 2003.

    Google Scholar 

  111. Institute of Medicine. The health of lesbian, gay, bisexual, and transgender people: building a foundation for better understanding. Washington: Institute of Medicine; 2011.

    Google Scholar 

  112. Morris M, Cooper RL, Ramesh A, Tabatabai M, Arcury TA, Shinn M, et al. Training to reduce LGBTQ-related bias among medical, nursing, and dental students and providers: a systematic review. BMC Med Educ. 2019;19(1):325.

    Article  PubMed  PubMed Central  Google Scholar 

  113. Charlesworth TES, Banaji MR. Patterns of implicit and explicit attitudes: I. Long-term change and stability from 2007 to 2016. Psychol Sci. 2019;30(2):174–92.

    Article  PubMed  Google Scholar 

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Acknowledgements

The authors are grateful to the providers who generously dedicated their time and effort to study participation. We are also grateful to the American Academy of HIV Medicine, the Society of General Internal Medicine, and the other professional organizations that assisted with recruitment.

Funding

This study was funded by the National Institute of Mental Health (Grant No. NIMH; K01-MH103080; PI: S.K. Calabrese). Resources and support were contributed by the Yale University Center for Interdisciplinary Research on AIDS (Grant No. P30-MH062294), the District of Columbia Center for AIDS Research (Grant No. P30-AI117970), and the Harvard University Center for AIDS Research (Grant No. P30-AI060354), all funded by the National Institutes of Health (NIH). The content is solely the responsibility of the authors and does not necessarily represent the official views of the NIMH or the NIH.

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Authors and Affiliations

Authors

Contributions

Study conceptualization: SKC, VAE, EJE, MM, KHM, NBH, TSK, DSK, JFD. Data collection and analysis: SKC, DAK, DM. Manuscript preparation, review, and revision: SKC, DAK, DM, VAE, EJE, SRB, AMRG, MM, KHM, NBH, TSK, JGR, DSK, JFD.

Corresponding author

Correspondence to Sarah K. Calabrese.

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Conflict of interest

SKC, KHM, and DSK have received compensation for their efforts in developing and/or delivering medical education related to PrEP. SKC received partial financial support from Gilead Sciences to attend a research conference. KHM has conducted research with unrestricted project support from Gilead Sciences, Merck, and ViiV Healthcare. DSK has been a consultant to Fenway Health for research studies funded by Gilead Sciences and has a pending grant with unrestricted project support from Merck. The authors have no other relevant financial or non-fianical interests to disclose.

Ethical Approval

All study procedures were approved by the Yale University Human Subjects Committee (IRB #HSC-1308012487) and the George Washington University Office of Human Research (IRB #061636) prior to implementation. The study was performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments or comparable ethical standards.

Consent to Participate

Online informed consent to participate was obtained from all study participants.

Consent for Publication

Participants were informed of the authors’ intention to publish the results from the study as part of the online consent process.

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Calabrese, S.K., Kalwicz, D.A., Modrakovic, D. et al. An Experimental Study of the Effects of Patient Race, Sexual Orientation, and Injection Drug Use on Providers’ PrEP-Related Clinical Judgments. AIDS Behav 26, 1393–1421 (2022). https://doi.org/10.1007/s10461-021-03495-3

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