Abstract
Introduction
The growing opioid epidemic in the USA has underlying racial disparities dimensions. Also, studies have shown that patients from minority racial groups are at higher risk of adverse events following major orthopedic surgery. The aim of our study was to determine whether pre-operative opioid-use disorders (OUDs) impacted racial disparities in the likelihood of patients experiencing adverse post-operative outcomes following TKA and THA.
Methods
Data about patients undergoing TKA and THA were collected from the 2005–2014 National Inpatient Sample databases. Regression modeling was used to assess the impact of OUDs on odds of adverse outcomes comparing racial groups. The adverse outcomes included any in-hospital post-surgical complications, prolonged length of stay (LOS), and nonhome discharge.
Results
In our fully adjusted regression models using White patients as the reference group, we found that OUDs were associated with racial disparities in prolonged LOS and nonhome discharge. In the non-OUD group, Black patients had significantly higher odds of longer LOS (OR: 1.35, 95% CI: 1.26–1.46, p-value: < 0.0001), whereas those with history of OUD had non-significantly lower odds of longer LOS (OR: 0.94, 95% CI: 0.69–1.29, p-value: 0.71). Similarly, for the outcome of nonhome discharges, Black patients in the non-OUD group had significantly higher odds (OR: 1.31, 95% CI: 1.21–1.43, p-value: < 0.0001) and those with a history of OUD had non-significantly lower odds (OR: 0.91, 95% CI: 0.64–1.29, p-value: 0.59).
Conclusions
Significant racial disparities are present in adverse events among patients in the non-OUD group, but those disparities attenuated in the OUD group.
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References
Fiscella K, Franks P, Gold MR, Clancy CM. Inequality in quality addressing socioeconomic, racial, and ethnic disparities in health care. JAMA. 2000;283(19):2579–84. https://doi.org/10.1001/jama.283.19.2579.
Mateo CM, Williams DR. Racism: a fundamental driver of racial disparities in health-care quality. Nat Rev Dis Primers. 2021;7(1):1–2. https://doi.org/10.1038/s41572-021-00258-1.
Schoenfeld AJ, Tipirneni R, Nelson JH, Carpenter JE, Iwashyna TJ. The influence of race and ethnicity on complications and mortality after orthopedic surgery: a systematic review of the literature. Med Care. 2014;52(9):842–51. https://doi.org/10.1097/MLR.0000000000000177.
Duchman KR, Pugely AJ, Martin CT, Gao Y, Bedard NA, Callaghan JJ. Operative time affects short-term complications in total joint arthroplasty. J Arthroplasty. 2016;32(4):1285–91. https://doi.org/10.1016/j.arth.2016.12.003.
Ibrahim SA, Stone RA, Han X, et al. Racial/ethnic differences in surgical outcomes in veterans following knee or hip arthroplasty. Arthritis Rheum. 2005;52(10):3143–51. https://doi.org/10.1002/art.21304.
Inneh IA, Iorio R, Slover JD, Bosco JA 3rd. Role of sociodemographic, co-morbid and intraoperative factors in length of stay following primary total hip arthroplasty. J Arthroplasty. 2015;30(12):2092–7. https://doi.org/10.1016/j.arth.2015.06.054.
Martsolf GR, Barrett ML, Weiss AJ, Kandrack R, Washington R, Steiner CA, Mehrotra A, SooHoo NF, Coffey R. Impact of race/ethnicity and socioeconomic status on risk-adjusted hospital readmission rates following hip and knee arthroplasty. J Bone Joint Surg Am. 2016;98(16):1385–91. https://doi.org/10.2106/JBJS.15.00884.
Shahid H, Singh JA. Racial/ethnic disparity in rates and outcomes of total joint arthroplasty. Curr Rheumatol Rep. 2016;18(4):20. https://doi.org/10.1007/s11926-016-0570-3.
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.
Zhang W, Lyman S, Boutin-Foster C, Parks ML, Pan TJ, Lan A, Ma Y. Racial and ethnic disparities in utilization rate, hospital volume, and perioperative outcomes after total knee arthroplasty. J Bone Joint Surg Am. 2016;98(15):1243–52. https://doi.org/10.2106/JBJS.15.01009.
Singh JA, Kallan MJ, Chen Y, Parks ML, Ibrahim SA. Association of race/ethnicity with hospital discharge disposition after elective total knee arthroplasty. JAMA Netw Open. 2019;2(10):e1914259. https://doi.org/10.1001/jamanetworkopen.2019.14259.
Mehta B, Singh JA, Ho K, Parks M, Nelson C, D’Angelo D, Ibrahim SA. Race, discharge disposition, and readmissions after elective hip replacement: analysis of a large regional dataset. Health Equity. 2019;3(1):628–36. https://doi.org/10.1089/heq.2019.0083.
Ma Y, Zhang W, Lyman S, Huang Y. The HCUP SID Imputation Project: improving statistical inferences for health disparities research by imputing missing race data. Health Serv Res. 2018;53(3):1870–89. https://doi.org/10.1111/1475-6773.12704.
Mehta B, Singh JA, Ho K, et al. Race, discharge disposition, and readmissions after elective hip replacement: analysis of a large regional dataset. Heal Equity. 2019;3(1):628–36. https://doi.org/10.1089/heq.2019.0083.
Amen TB, Varady NH, Rajaee S, Chen AF. Persistent racial disparities in utilization rates and perioperative metrics in total joint arthroplasty in the US: a comprehensive analysis of trends from 2006 to 2015. J Bone Joint Surg Am. 2020;102(9):811–20. https://doi.org/10.2106/JBJS.19.01194.
Manchikanti L, Helm Ii S, Fellows B, et al. Opioid epidemic in the United States. Pain Physician. 2012;15(3):ES9–38. https://doi.org/10.36076/ppj.2012/15/ES9.
Seth P, Scholl L, Rudd RA, Bacon S. Overdose deaths involving opioids cocaine and psychostimulants—United States. Morb Mortal Wkly Rep. 2018;67(12):349. https://doi.org/10.15585/mmwr.mm6712a1.
Santoro TN, Santoro JD. Racial bias in the US opioid epidemic: a review of the history of systemic bias and implications for care. Cureus. 2018;10(12):e3733. https://doi.org/10.7759/cureus.3733.
Mossey JM. Defining racial and ethnic disparities in pain management. Clin Orthop Relat Res. 2011;469(7):1859–70. https://doi.org/10.1007/s11999-011-1770-9.
Armaghani SJ, Lee DS, Bible JE, et al. Increased preoperative narcotic use and its association with postoperative complications and length of hospital stay in patients undergoing spine surgery. Clin Spine Surg A Spine Publ. 2016;29(2):E93–8. https://doi.org/10.1097/BSD.0000000000000109.
Bedard NA, DeMik DE, Dowdle SB, Owens JM, Liu SS, Callaghan JJ. Does preoperative opioid use increase the risk of early revision total hip arthroplasty? J Arthroplasty [Internet]. 2018;33(7):S154–6. https://doi.org/10.1016/j.arth.2018.01.018.
Bell KL, Shohat N, Goswami K, Tan TL, Kalbian I, Parvizi J. Preoperative opioids increase the risk of periprosthetic joint infection after total joint arthroplasty. J Arthroplasty. 2018;33(10):3246-3251.e1. https://doi.org/10.1016/j.arth.2018.05.027.
Ben-Ari A, Chansky H, Rozet I. Preoperative opioid use is associated with early revision after total knee arthroplasty. J Bone Jt Surg. 2017;99(1):1–9. https://doi.org/10.2106/JBJS.16.00167.
Best MJ, Harris AB, Bansal A, et al. Preoperative opioid use is associated with increased readmission, revision surgery and cost after total shoulder arthroplasty. Semin Arthroplast JSES. 2020;30(1):35–41. https://doi.org/10.1053/j.sart.2020.04.00.
Blevins Peratikos M, Weeks HL, Pisansky AJB, Yong RJ, Stringer EA. Effect of preoperative opioid use on adverse outcomes, medical spending, and persistent opioid use following elective total joint arthroplasty in the United States: a large retrospective cohort study of administrative claims data. Pain Med. 2020;21(3):521–31. https://doi.org/10.1093/pm/pnz083.
Hernandez NM, Parry JA, Mabry TM, Taunton MJ. Patients at risk: preoperative opioid use affects opioid prescribing, refills, and outcomes after total knee arthroplasty. J Arthroplasty. 2018;33(7):S142–6. https://doi.org/10.1016/j.arth.2018.01.004.
Jain N, Phillips FM, Weaver T, Khan SN. Preoperative chronic opioid therapy: a risk factor for complications readmission continued opioid use and increased costs afterone- and two-level posterior lumbar fusion ,(Phila Pa 1976). Spine. 2018;43(19):1331–8. https://doi.org/10.1097/BRS.0000000000002609.
Kim K, Chen K, Anoushiravani AA, Roof M, Long WJ, Schwarzkopf R. Preoperative chronic opioid use and its effects on total knee arthroplasty outcomes. J Knee Surg. 2020;33(03):306–13. https://doi.org/10.1055/s-0039-1678538.
Kim KY, Anoushiravani AA, Chen KK, Roof M, Long WJ, Schwarzkopf R. Preoperative chronic opioid users in total knee arthroplasty—which patients persistently abuse opiates following surgery? J Arthroplasty. 2018;33(1):107–12. https://doi.org/10.1016/j.arth.2017.07.041.
Kim SC, Jin Y, Lee YC, et al. Association of preoperative opioid use with mortality and short-term safety outcomes after total knee replacement. JAMA Netw Open. 2019;2(7):e198061. https://doi.org/10.1001/jamanetworkopen.2019.8061.
Martini ML, Nistal DA, Deutsch BC, Caridi JM. Characterizing the risk and outcome profiles of lumbar fusion procedures in patients with opioid use disorders: a step toward improving enhanced recovery protocols for a unique patient population. Neurosurg Focus. 2019;46(4):E12. https://doi.org/10.3171/2019.1.FOCUS18652.
Menendez ME, Ring D, Bateman BT. Preoperative opioid misuse is associated with increased morbidity and mortality after elective orthopaedic surgery. Clin Orthop Relat Res. 2015;473(7):2402–12. https://doi.org/10.1007/s11999-015-4173-5.
Rubin DB. Multiple imputation for nonresponse in surveys. New York: J. Wiley & Sons; 1987.
Tank A, Hobbs J, Ramos E, Rubin DS. Opioid dependence and prolonged length of stay in lumbar fusion: a retrospective study utilizing the national inpatient sample 2003–2014. Spine. 2018;43(24):1739–45. https://doi.org/10.1097/BRS.0000000000002714.
Nn M, Ja B, Jn K, et al. Rates and outcomes of primary and revision total hip replacement in the United States Medicare population. J Bone Jt Surg-Am. 2003;85(1):27–32. https://doi.org/10.2106/00004623-200301000-00005.
Inneh IA. The combined influence of sociodemographic, preoperative comorbid and intraoperative factors on longer length of stay after elective primary total knee arthroplasty. J Arthroplasty. 2015;30(11):1883–6. https://doi.org/10.1016/j.arth.2015.05.032.
Association AP, others. Diagnostic and statistical manual of mental disorders (DSM-5®). American Psychiatric Pub; 2013.
Cher EWL, Carson JA, Sim EY, Abdullah HR, Howe TS, KohSuang Bee J. Developing a simpler prognosticating tool: comparing the combined assessment of risk encountered in surgery score with Deyo-Charlson comorbidity index and the American Society of Anesthesiologists Physical Status Score in Predicting 2 Years Mortality after Hip Fracture Surgery. Geriatr Orthop Surg Rehabil. 2021;12:215145932110362.
Pardo B, Caulkins J, Kilmer B, Pacula R, Reuter P, Stein B (2019) The synthetic opioid surge in the United States: insights from mortality and seizure data. RAND Corporation. https://doi.org/10.7249/RR3116.
Heslin KC, Owens PL, Karaca Z, Barrett ML, Moore BJ, Elixhauser A. Trends in opioid-related inpatient stays shifted after the US transitioned to ICD-10-CM diagnosis coding in 2015. Med Care. 2017;55(11):918–23. https://doi.org/10.1097/MLR.0000000000000805.
Acknowledgements
We thank Yihe Huang at the Milken Institute School of Public Health (The George Washington University) for his expertise and assistance while obtaining the HCUP NIS datasets used for analysis in this study.
Funding
This study was supported by the National Institute on Minority Health and Health Disparities of the National Institutes of Health under Award Number R01MD013901.
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Because the HCUP-NIS database includes only de-identified patient data, this study was deemed exempt by the George Washington University Committee on Human Research, Institutional Review Boards (IRB# NCR191817).
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The authors (HM, MP, MM, YM) were supported by the National Institute on Minority Health and Health Disparities of the National Institutes of Health under Award Number R01MD013901. The author (MP) received funding from Zimmer Biomet.
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Mohammed, H., Parks, M., Ibrahim, S. et al. Impact of Pre-operative Opioid Use on Racial Disparities in Adverse Outcomes Post Total Knee and Hip Arthroplasty. J. Racial and Ethnic Health Disparities 10, 3051–3061 (2023). https://doi.org/10.1007/s40615-022-01479-0
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DOI: https://doi.org/10.1007/s40615-022-01479-0