Abstract
Introduction
Identifying ways to improve equitable access to healthcare is of the utmost important. In this study, we analyzed whether patient race was negatively associated with surgical start times for total joint arthroplasties (TJA).
Methods
The surgical case order and start times of all primary TJAs performed at a large academic medical center between May 2014 and May 2018 were retrospectively reviewed. Patients were included if > 21, had a documented self-reported race, and were operated on by an arthroplasty fellowship-trained surgeon. Operations were categorized as first-start, early (7:00 AM–11:00 AM), mid-day (11:00 AM–3:00 PM), or late (after 3:00 PM). Multivariable logistic regression (MLR) was performed, and odds ratios (OR) were calculated.
Results
This study identified 1663 TJAs—871 total knee (TKA) and 792 total hip arthroplasties (THA) who met inclusion criteria. Overall, there was no association between race and surgical start time. Upon sub-analysis by surgical type, this held true for TKA patients, but self-identifying Hispanic and non-Hispanic Black patients undergoing THA were more likely to have later surgical start times (ORs: 2.08 and 1.88; p < 0.05).
Discussion
Although there was no association between race and overall TJA surgical start times, patients with marginalized racial and ethnic identities were more likely to undergo elective THA later in the surgical day. Surgeons should be aware of potential implicit bias when determining case order to potentially prevent adverse outcomes due to staff fatigue or lack of proper resources later in the day.
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Data Availability
All data remain available at the Center for Hip and Knee Research at Columbia University Irving Medical Center.
References
Samora JB. A Public Health crisis: racism and racial disparities. AAOS Now. 2020. https://www.aaos.org/aaosnow/2020/jun/diversity/racial-disparities_bias/. Accessed 30 Nov 2020.
Sloan M, Premkumar A, Sheth NP. Projected volume of primary total joint arthroplasty in the U.S., 2014 to 2030. J Bone Jt Surg. 2018;100(17):1455–60. https://doi.org/10.2106/JBJS.17.01617.
Skinner J, Weinstein JN, Sporer SM, Wennberg JE. Racial, ethnic, and geographic disparities in rates of knee arthroplasty among medicare patients. N Engl J Med. 2003;349(14):1350–9. https://doi.org/10.1056/nejmsa021569.
Singh JA, Lu X, Rosenthal GE, Ibrahim S, Cram P. Racial disparities in knee and hip total joint arthroplasty: An 18-year analysis of national medicare data. Ann Rheum Dis. 2014;73(12):2107–15. https://doi.org/10.1136/annrheumdis-2013-203494.
Stone AH, MacDonald JH, Joshi MS, King PJ. Differences in perioperative outcomes and complications between African American and White patients after total joint arthroplasty. J Arthroplasty. 2019;34(4):656–62. https://doi.org/10.1016/j.arth.2018.12.032.
Okike K, Chan PH, Prentice HA, Navarro RA, Hinman AD, Paxton EW. Association of race and ethnicity with total hip arthroplasty outcomes in a universally insured population. J Bone Jt Surg - Am. 2019;101(13):1160–7. https://doi.org/10.2106/JBJS.18.01316.
Aseltine RH, Wang W, Benthien RA, et al. Reductions in race and ethnic disparities in hospital readmissions following total joint arthroplasty from 2005 to 2015. J Bone Jt Surg - Am. 2019;101(22):2044–50. https://doi.org/10.2106/JBJS.18.01112.
Arroyo NS, White RS, Gaber-Baylis LK, La M, Fisher AD, Samaru M. Racial/ethnic and socioeconomic disparities in total knee arthroplasty 30- and 90-day readmissions: a multi-payer and multistate analysis, 2007–2014. Popul Health Manag. 2019;22(2):175–85. https://doi.org/10.1089/pop.2018.0025.
Roche M, Law TY, Sultan AA, et al. Racial disparities in revision total knee arthroplasty: analysis of 125,901 patients in national US private payer database. J Racial Ethn Heal Disparities. 2019;6(1):101–9. https://doi.org/10.1007/s40615-018-0504-z.
Rudasill SE, Dattilo JR, Liu J, Kamath AF. Hemiarthroplasty or total hip arthroplasty: is there a racial bias in treatment selection for femoral neck fractures? Geriatr Orthop Surg Rehabil. 2019;10:215145931984174. https://doi.org/10.1177/2151459319841741.
Rubenstein WJ, Harris AHS, Hwang KM, Giori NJ, Kuo AC. Social determinants of health and patient-reported outcomes following total hip and knee arthroplasty in veterans. J Arthroplasty. 2020;35(9):2357–62. https://doi.org/10.1016/j.arth.2020.04.095.
Johnson MA, Sloan M, Lopez VS, Andah G, Sheth N, Nelson C. Racial disparities in peri-operative complications following primary total hip arthroplasty. J Orthop. 2020;21:155–60. https://doi.org/10.1016/j.jor.2020.03.037.
Ryan DJ, Yoshihara H, Yoneoka D, Egol KA, Zuckerman JD. Delay in hip fracture surgery. J Orthop Trauma. 2015;29(8):343–8. https://doi.org/10.1097/BOT.0000000000000313.
Fitzgerald C, Hurst S. Implicit bias in healthcare professionals: a systematic review. BMC Med Ethics. 2017;18(1):19. https://doi.org/10.1186/s12910-017-0179-8.
Zeidan AJ, Khatri UG, Aysola J, et al. Implicit bias education and emergency medicine training: step one? Awareness. Runde DP, ed. AEM Educ Train. 2019;3(1):81–85. https://doi.org/10.1002/aet2.10124.
Bekker S, Ahmed OH, Bakare U, et al. We need to talk about manels: the problem of implicit gender bias in sport and exercise medicine. Br J Sports Med. 2018;52(20):1287–9. https://doi.org/10.1136/bjsports-2018-099084.
Johnson TJ, Ellison AM, Dalembert G, et al. Implicit bias in pediatric academic medicine. J Natl Med Assoc. 2017;109(3):156–63. https://doi.org/10.1016/j.jnma.2017.03.003.
Sukhera J, Watling CJ, Gonzalez CM. Implicit Bias in health professions: from recognition to transformation. Acad Med. 2020;95(5):717–23. https://doi.org/10.1097/ACM.0000000000003173.
Lopez CM, Diaz S, Abrahim O, DiBrito SR. Diversity and inclusion in surgery: the role of implicit bias on patient care. Curr Surg Reports. 2020;8(12):1–9. https://doi.org/10.1007/s40137-020-00275-1.
Hagiwara N, Kron FW, Scerbo MW, Watson GS. A call for grounding implicit bias training in clinical and translational frameworks. Lancet. 2020;395(10234):1457–60. https://doi.org/10.1016/S0140-6736(20)30846-1.
Alliston T, Foucher KC, Frederick B, et al. The importance of diversity, equity, and inclusion in orthopedic research. J Orthop Res. 2020;38(8):1661–5. https://doi.org/10.1002/jor.24685.
Mulcahey MK, Van Heest AE, Weber K. Women in orthopaedics: how understanding implicit bias can help your practice. Instr Course Lect. 2020;69:245–254. http://www.ncbi.nlm.nih.gov/pubmed/32017731. Accessed April 13, 2021.
Nwachukwu BU, Kenny AD, Losina E, Chibnik LB, Katz JN. Complications for racial and ethnic minority groups after total hip and knee replacement: a review of the literature. J Bone Jt Surg - Ser A. 2010;92(2):338–45. https://doi.org/10.2106/JBJS.I.00510.
Adelani MA, O’Connor MI. Perspectives of orthopedic surgeons on racial/ethnic disparities in care. J Racial Ethn Heal Disparities. 2017;4(4):758–62. https://doi.org/10.1007/s40615-016-0279-z.
Martinkovich SC, Trott GL, Garay M, Sewecke JJ, Sauber TJ, Sotereanos NG. Patient characteristics and surgical start time affect length of stay following anterior total hip arthroplasty. J Arthroplasty. 2020;35(8):2114–8.
Dhatariya K, Levy N, Watson B, et al. NHS Diabetes guidelines for the perioperative management of the adult patient with diabetes. Diabet Med. 2012;29(4):420–33.
Kim KY, Feng JE, Anoushiravani AA, Dranoff E, Davidovitch RI, Schwarzkopf R. Rapid discharge in total hip arthroplasty: utility of the outpatient arthroplasty risk assessment tool in predicting same-day and next-day discharge. J Arthroplasty. 2018;33(8):2412–6. https://doi.org/10.1016/j.arth.2018.03.025.
Berger RA, Sanders SA, Thill ES, Sporer SM, Della Valle C. Newer anesthesia and rehabilitation protocols enable outpatient hip replacement in selected patients. In: Clinical Orthopaedics and Related Research. Vol 467. Springer New York; 2009:1424–1430. https://doi.org/10.1007/s11999-009-0741-x.
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All authors contributed to the study conception and design. Material preparation, data collection, and analysis were performed by Austin Kaidi and Bradley Hammoor. The first draft of the manuscript was completed by Austin Kaidi, and all authors have read, edited, and approved the final manuscript.
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This study was performed with permission from our institution’s Institutional Review Board.
Competing Interests
Authors Austin Kaidi and Bradley Hammoor have no financial interests to disclose. Wakenda Tyler has served as a paid consultant for Johnson & Johnson and Stryker, an unpaid consultant for the Musculoskeletal Transplant Foundation, and is a board member of the American Association of Orthopedic Surgeons, J. Robert Gladden Society, Journal of the American Academy of Orthopedic Surgeons, and Muskuloskeletal Tumor Society. Jeffrey Geller has served as a paid consultant for Nimble Health and Smith & Nephew, receives research support from the Orthopaedic Scientific Research Foundation, and is on the board of Clinical Orthopaedics and Related Research, the Journal of Arthroplasty, and the Journal of Bone and Joint Surgery – British. H. John Cooper has served as a paid consultant for DePuy, a Johnson & Johnson Company, KCI UA, KCI Medical Canada, and Zimmer-Biomet, has received research support from KCI, and is on the board of the American Association of Orthopedic Surgeons and the Journal of Bone and Joint Surgery. Thomas Hickernell serves on the board of the New York State Society of Orthopedic Surgeons.
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Kaidi, A.C., Hammoor, B.T., Tyler, W.K. et al. Is There an Implicit Racial Bias in the Case Order of Elective Total Joint Arthroplasty?. J. Racial and Ethnic Health Disparities 11, 1–6 (2024). https://doi.org/10.1007/s40615-022-01492-3
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DOI: https://doi.org/10.1007/s40615-022-01492-3