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Suleiman LI, Bergman R, Pagadala MS, Selph TJ, Franklin PD, Edelstein AI. Patient-Physician Racial Concordance Increases Likelihood of Total Knee Arthroplasty Recommendation. J Arthroplasty 2025; 40:1433-1438.e1. [PMID: 39551406 DOI: 10.1016/j.arth.2024.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 11/10/2024] [Accepted: 11/11/2024] [Indexed: 11/19/2024] Open
Abstract
BACKGROUND Minority patients have been shown to underutilize total knee arthroplasty (TKA) compared to non-Hispanic White patients. Specific drivers of this underutilization have not been identified. We sought to determine if racial concordance between patient and physician is associated with the surgeon's likelihood to recommend TKA. METHODS There were 402 patients who presented for management of knee osteoarthritis to the clinics of four fellowship-trained arthroplasty surgeons at a single academic center. We recorded the patient and surgeon's race/ethnicity as well as the physician-recommended treatment. Patient clinical data was input to the American Academy of Orthopaedic Surgeons (AAOS) appropriate use criteria website to generate a guideline-based procedure recommendation for TKA. Patients who were not appropriate for TKA based on AAOS guidelines were excluded from analyses to minimize selection bias. Chi-square and multivariable regression analyses evaluated the relationship between TKA recommendation by surgeon and physician-patient racial concordance. RESULTS Patients in this cohort who experienced racial concordance with their surgeon were more likely to receive a recommendation for TKA than patients who experienced racial discordance. Black patients who received racially concordant care were more likely to be offered surgery compared to those who received racially discordant care (55.1 versus 23.0%, P = 0.0001). The same effect was not observed in non-Hispanic White patients, where there was no significant difference in surgery offers between patients who received concordant versus discordant care (P = 0.18). Multivariable analyses were also conducted to test factors associated with TKA recommendations. Racial concordance was found to be an independent predictor of TKA recommendation while controlling for patient factors and individual differences by the surgeon. CONCLUSIONS Patients receiving racially concordant care in this cohort were more likely to be offered TKA, and the effect of racial concordance on TKA recommendation was greater among Black patients. These findings provide insight into possible drivers of TKA underutilization among minority groups.
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Affiliation(s)
- Linda I Suleiman
- Division of Orthopaedic Surgery, Northwestern University, Chicago, Illinois
| | - Rachel Bergman
- Division of Orthopaedic Surgery, Northwestern University, Chicago, Illinois
| | - Manasa S Pagadala
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - T Jacob Selph
- Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | | | - Adam I Edelstein
- Division of Orthopaedic Surgery, Northwestern University, Chicago, Illinois
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Ma Y, Wang Y, Wang S, Wang H, Zhao Y, Peng C, Liu X, Yang J. Regulatory roles of non-coding RNAs in programmed cell death pathways and drug resistance in gastrointestinal stromal tumors. Clin Exp Med 2025; 25:150. [PMID: 40347390 PMCID: PMC12065685 DOI: 10.1007/s10238-025-01667-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2025] [Accepted: 04/02/2025] [Indexed: 05/12/2025]
Abstract
Gastrointestinal stromal tumors (GIST) are the most common mesenchymal tumors of the gastrointestinal tract, primarily driven by KIT or PDGFRA mutations. Programmed cell death (PCD), including apoptosis, autophagy, and ferroptosis, plays a crucial role in GIST pathogenesis, progression, and treatment response. Non-coding RNAs (ncRNAs) have emerged as key regulators of PCD pathways, influencing GIST proliferation, metastasis, and drug resistance, particularly in response to tyrosine kinase inhibitors (TKIs) such as imatinib. Apoptosis suppression is strongly associated with poor prognosis, while autophagy contributes to tumor dormancy and TKI resistance. Ferroptosis, a novel iron-dependent cell death pathway, represents a promising therapeutic target. Recent evidence suggests that ncRNAs modulate these PCD pathways through interactions with key molecular regulators such as miR-494, miR-30a, and lncRNAs, which affect signaling networks including PI3K/AKT, MAPK, and mTOR. Furthermore, ncRNAs have mediated secondary resistance to imatinib by promoting autophagic flux and altering ferroptosis sensitivity. Understanding the molecular interplay between ncRNAs and PCD in GIST provides novel insights into disease mechanisms and offers potential therapeutic strategies to overcome drug resistance. Targeting ncRNA-mediated regulation of apoptosis, autophagy, and ferroptosis may enhance treatment efficacy and improve patient outcomes. Future research should focus on elucidating the mechanistic roles of ncRNAs in PCD pathways to develop innovative diagnostic and therapeutic approaches for GIST.
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Affiliation(s)
- Yuxuan Ma
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Yuhao Wang
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Shu Wang
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
| | - Haoyuan Wang
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Yan Zhao
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Chaosheng Peng
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Xin Liu
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China
- State Key Laboratory of Holistic Integrative Management of Gastrointestinal Cancers and National Clinical Research Center for Digestive Diseases, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, 710032, China
| | - Jianjun Yang
- Department of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, No. 127, Changlexi Road, Xi'an, 710032, Shaanxi Province, China.
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Gordon AM, Nian PP, Baidya J, Mont MA. A Higher Area Deprivation Index Is Associated With Increased Medical Complications and Emergency Department Utilizations After Total Hip Arthroplasty. J Arthroplasty 2025; 40:1154-1160. [PMID: 39490718 DOI: 10.1016/j.arth.2024.10.106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 10/15/2024] [Accepted: 10/20/2024] [Indexed: 11/05/2024] Open
Abstract
BACKGROUND The Area Deprivation Index (ADI) is a weighted index comprised of 17 census-based markers of material deprivation and poverty. The purpose of this study was to determine whether patients undergoing total hip arthroplasty (THA) in areas of high ADI (greater disadvantage) were associated with differences in 90 days: 1) medical complications; 2) emergency department (ED) utilizations; and 3) readmissions. METHODS A nationwide database was queried for primary THA patients from 2010 to 2020. The ADI is reported on a scale of 0 to 100, with higher numbers indicating greater disadvantage. Patients undergoing primary THA in regions associated with high ADI (90%+) were compared to those of lower ADI (0 to 89%). A total of 138,670 patients were evenly matched between the two cohorts following 1:1 propensity score matching by age, sex, and Elixhauser Comorbidity Index. Primary endpoints were 90-day medical complications, ED utilizations, and readmissions. Multivariable logistic regression models calculated the odds ratios (ORs) and 95% confidence intervals (CIs). P values less than 0.01 were statistically significant. RESULTS Patients undergoing THA from high ADI had significantly higher rates and odds of developing any medical complications (13.0 versus 11.9%; OR: 1.09, P < 0.0001), including acute kidney injuries (1.8 versus 1.5%; OR: 1.20, P < 0.0001), myocardial infarctions (0.35 versus 0.24%; OR: 1.45, P = 0.0003), and surgical site infections (0.94 versus 0.76%; OR: 1.23, P = 0.0004). High-ADI patients had significantly higher rates and odds of ED visits within 90 days (3.94 versus 3.67%; OR: 1.08, P = 0.008). There was no significant difference in readmissions (5.44 versus 5.69%; OR: 0.95, P = 0.034). CONCLUSIONS Socioeconomically disadvantaged patients have increased odds of 90-days medical complications and ED utilizations, despite comparable 90-day readmission rates. Measures of neighborhood disadvantage may be valuable metrics to inform health care policy and improve postdischarge care.
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Affiliation(s)
- Adam M Gordon
- Questrom School of Business, Boston University, Boston, Massachusetts; Maimonides Medical Center, Department of Orthopaedic Surgery, Brooklyn, New York
| | - Patrick P Nian
- SUNY Downstate Health Sciences University, College of Medicine, Brooklyn, New York
| | - Joydeep Baidya
- SUNY Downstate Health Sciences University, College of Medicine, Brooklyn, New York
| | - Michael A Mont
- Rubin Institute of Advanced Orthopedics, Center for Joint Preservation and Replacement, Sinai Hospital of Baltimore, Baltimore, Maryland
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Ghoshal S, Liimakka AP, Harary J, Al-Nassir Z, Chen AF. Effect of Race and Socioeconomic Status on the Attainment of Substantial Clinical Benefit on Patient-Reported Outcome Measures Following Total Joint Arthroplasty. J Arthroplasty 2025; 40:1131-1138. [PMID: 39477035 DOI: 10.1016/j.arth.2024.10.116] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Revised: 10/18/2024] [Accepted: 10/22/2024] [Indexed: 12/02/2024] Open
Abstract
BACKGROUND Utilization of and access to total joint arthroplasty (TJA) are disproportionately skewed in patients who have low socioeconomic status (SES) and in minority populations. Patient-reported outcome measures (PROMs) are critical markers of post-surgical outcomes following TJA. This study aimed to: 1) evaluate differences in race, SES, and demographic factors between TJA patients who achieved substantial clinical benefit (SCB) and those who did not; 2) assess differences between preoperative PROMs in these patients; and 3) identify whether race and SES are associated with SCB achievement at 1-year post-TJA. METHODS This retrospective cohort study included 1,154 total hip arthroplasty (THA) and 1,879 total knee arthroplasty (TKA) patients who underwent surgery at a single academic medical center from May 2019 to February 2023. Preoperative and postoperative PROMs were collected using the Knee Injury and Osteoarthritis Outcome Score for Joint Replacement and Hip Disability and Osteoarthritis Outcome Score for Joint Replacement surveys. Demographic and comorbidity data were collected from charts. Multivariable logistic regression analyzed the association between predictive variables and SCB achievement. RESULTS No differences in race were found between patients who achieved SCB and those who did not for both TKA and THA (P > 0.05). However, preoperative Knee Injury and Osteoarthritis Outcome Score for Joint Replacement scores were lower in Black (P = 0.004) and Hispanic (P < 0.001) patients and preoperative Hip Disability and Osteoarthritis Outcome Score for Joint Replacement scores were lower in Black patients (P < 0.001) than White patients. A higher proportion of patients in the lowest income category achieved SCB for both THA and TKA than those in other income categories (P = 0.04, P = 0.03, respectively). However, race was not associated with SCB likelihood at one year. For TKA patients, men were negative, and bilateral simultaneous TKA was positively associated with SCB achievement when controlling for race, income, and body mass index (P < 0.001, P = 0.01, respectively). CONCLUSIONS Race and income category were not significantly associated with achieving SCB at one year among TJA patients. However, non-White patients had a similar likelihood of achieving SCB as White patients, even with lower preoperative PROMs, indicating that these patients may benefit greatly from TJA despite delays in care. Men were negatively associated with TKA SCB achievement, while bilateral simultaneous TKA was positively associated with SCB.
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Affiliation(s)
- Soham Ghoshal
- Harvard Medical School, Boston, Massachusetts; Brigham and Women's Hospital, Department of Orthopaedic Surgery, Boston, Massachusetts
| | - Adriana P Liimakka
- Harvard Medical School, Boston, Massachusetts; Brigham and Women's Hospital, Department of Orthopaedic Surgery, Boston, Massachusetts
| | | | | | - Antonia F Chen
- Harvard Medical School, Boston, Massachusetts; Brigham and Women's Hospital, Department of Orthopaedic Surgery, Boston, Massachusetts
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Brown MG, Ogunsola AS, Gwilt MS, Brady D, Granados L, Shields JS, Ma X. The effect of Charlson Comorbidity Index, race, and surgical complications on postoperative knee outcomes after total knee arthroplasty. Arch Orthop Trauma Surg 2025; 145:255. [PMID: 40252121 PMCID: PMC12009251 DOI: 10.1007/s00402-025-05867-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Accepted: 04/04/2025] [Indexed: 04/21/2025]
Abstract
INTRODUCTION Total Knee Arthroplasty (TKA) is the primary definitive treatment for knee osteoarthritis (OA) and has been essential in helping patients reduce knee pain and regain mobility. There is a need to assess whether various factors such as surgical complications from primary TKA, pre and postoperative range of motion (ROM), Charlson Comorbidity Index (CCI), comorbidities other than CCI, and demographics representative of an outpatient TKA population affect patient-reported outcome measures (PROMs). MATERIALS AND METHODS Retrospective chart review was performed on 444 patients who underwent TKA at an outpatient surgical facility. Demographics, qualitative, and quantitative measurements were collected at baseline, 4-6 months, and 1-year postoperatively. Patients were stratified by CCI into low (< 2), moderate (2-4), and high (> 4) risk categories. A generalized linear model was used to assess the relationship between time, complications, risk categories, and Knee injury and Osteoarthritis Outcome Score Joint Replacement (KOOS, JR). RESULTS Majority of patients were women (58.9%), non-Hispanic white (81.9%), categorized as moderate risk CCI (78.8%), with 22.5% experiencing complications post-TKA. KOOS, JR scores improved over time, with an increase of 18.1 points at 4-6 months and 26.1 points at 1-year post-TKA (p < 0.0001). Surgical complications were linked to a decrease of 3.5 points in KOOS, JR scores, whereas patients with high pre-TKA KOOS, JR scores had an increase of 6.4 points after surgery. Patients who identified as African American experienced an average of 4.7 points lower on KOOS, JR than non-Hispanic whites (p = 0.0211). High-risk patients (CCI > 4) on average, had higher KOOS, JR scores 12 months after TKA. African Americans and those with surgical complications reported Lower KOOS, JR scores. CONCLUSIONS TKA improved KOOS, JR scores through one year with the greatest improvement in PROM being in higher-risk patients, those without surgical complications. Patients with surgical complications and/or African American race had a lower average KOOS, JR score.
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Affiliation(s)
- Marcel G Brown
- Atrium Health Wake Forest Baptist, Department of Orthopaedic Surgery and Rehabilitation, 1 Medical Center Blvd, Winston-Salem, NC, 27157, USA.
| | - Ayobami S Ogunsola
- Atrium Health Wake Forest Baptist, Department of Orthopaedic Surgery and Rehabilitation, 1 Medical Center Blvd, Winston-Salem, NC, 27157, USA
| | - Matthew S Gwilt
- Wake Forest University School of Medicine, Winston-Salem, USA
| | - Davis Brady
- Wake Forest University School of Medicine, Winston-Salem, USA
| | - Leslie Granados
- Wake Forest University School of Medicine, Winston-Salem, USA
| | - John S Shields
- Atrium Health Wake Forest Baptist, Department of Orthopaedic Surgery and Rehabilitation, 1 Medical Center Blvd, Winston-Salem, NC, 27157, USA
| | - Xue Ma
- Atrium Health Wake Forest Baptist, Department of Orthopaedic Surgery and Rehabilitation, 1 Medical Center Blvd, Winston-Salem, NC, 27157, USA
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Abdullah Y, Olubowale OO, Hackshaw KV. Racial disparities in osteoarthritis: Prevalence, presentation, and management in the United States. J Natl Med Assoc 2025; 117:55-60. [PMID: 39956698 DOI: 10.1016/j.jnma.2025.01.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Revised: 09/22/2024] [Accepted: 01/27/2025] [Indexed: 02/18/2025]
Abstract
Osteoarthritis (OA) is the most common form of arthritis in the United States, affecting approximately 24 % of adults. This literature review aims to summarize racial and ethnic disparities in OA prevalence, presentation, disability, diagnosis, and management among different groups in the U.S. The review found significant disparities, particularly affecting African Americans (AAs) and Hispanics (HISs) compared to non-Hispanic whites (WHs). AAs showed higher odds of developing symptomatic and radiological knee OA, with more severe radiological features. Pain and disability due to OA were also more pronounced in AAs and HISs. Disparities extended to imaging workup, with AAs less likely to undergo hip X-rays and MRIs for hip OA. Management strategies, including physical therapy, pharmacological treatments, and surgical interventions, were less utilized by AAs and HISs compared to WHs. These disparities are influenced by complex, multifaceted factors including socioeconomic status, education level, and healthcare access. The review highlights the urgent need for targeted interventions and policy changes to address these racial-ethnic disparities in OA care and outcomes.
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Affiliation(s)
- Youssef Abdullah
- Department of Internal Medicine, Dell Medical School, The University of Texas, 1601 Trinity St., Austin, TX 78712, USA
| | - Olayemi O Olubowale
- Department of Internal Medicine, Duke University School of Medicine, 2301 Erwin Rd, Durham, NC 27710, USA
| | - Kevin V Hackshaw
- Department of Internal Medicine, Division of Rheumatology, Dell Medical School, The University of Texas, 1601 Trinity St., Austin, TX 78712, USA.
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Jiang H, Kavlock K, Li Q, Mistry S, Hermes V, Gibbs A, Adegboyega-Panox E, Peat R. Thirty-five Years of Reporting of Sex and Race in Clinical Studies of U.S. FDA-Authorized Orthopaedic Devices. J Bone Joint Surg Am 2024; 106:2009-2016. [PMID: 39265035 DOI: 10.2106/jbjs.24.00201] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/14/2024]
Abstract
BACKGROUND At the U.S. Food and Drug Administration (FDA), the mission of the Center for Devices and Radiological Health (CDRH) is to ensure that all patients and providers have timely and continued access to safe, effective, and high-quality medical devices and safe radiation-emitting products. Although the CDRH has observed enrollment differences in some clinical trials, no systematic analysis has been conducted regarding enrollment differences in baseline demographics, to our knowledge. METHODS The CDRH has summarized information on study participants and their baseline demographics in public-facing documentation for all authorized medical devices that involved orthopaedic clinical studies from 1985 to 2020. Descriptive analyses and exploratory statistical testing have been conducted to investigate the reported percentages by sex and race compared with those reported in the U.S. National Census and the American Joint Replacement Registry (AJRR), respectively. RESULTS We identified 94 submissions and corresponding combined clinical trials from 261 original clinical study arms with 34,193 participants. Most of the submissions reported age and sex, while only 36 submissions (38.3%) reported racial demographics. Among the 88 trials providing enrollment by sex, the female enrollment percentage ranged from 22.2% to 88.7%, with a mean of 55.0%. In the submissions that reported racial data (38.3%), White and Black patients had a mean enrollment of 89.2% (range, 64.8% to 98.7%) and 6.2% (range, 0.4% to 20.7%), respectively. The enrollment for other minority groups ranged from 0% to 3.0%. These clinical trials have shown numerically lower female representation (55.0%) but higher White representation (89.2%) than what has been reported in the AJRR. The other racial groups have participated much less than their corresponding percentages in the U.S. population, but they are similarly represented in the AJRR. CONCLUSIONS The clinical trials supporting the FDA's authorization of orthopaedic devices had a wide range of sex and racial enrollments. It appears that female enrollment mirrors the percentage of women in the U.S. population. However, despite prior efforts, some racial groups are still underrepresented. The FDA has made a commitment to advancing health equity as part of the 2022-2025 Strategic Priorities of the CDRH. We hope that the results of this study will help health-care professionals make informed clinical decisions when using medical devices.
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Affiliation(s)
- Hongying Jiang
- Office of Orthopedic Devices, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Katherine Kavlock
- Office of Orthopedic Devices, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Qin Li
- Office of Clinical Evidence and Analysis, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Shruti Mistry
- Office of Cardiovascular Devices, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD
| | - Valerie Hermes
- Office of Communication, Information Disclosure, Training and Education, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD
| | - Alonza Gibbs
- Office of Management, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, MD
| | - Elizabeth Adegboyega-Panox
- Office of Orthopedic Devices, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Raquel Peat
- Office of Orthopedic Devices, Office of Product Evaluation and Quality, Center for Devices and Radiological Health, U.S. Food and Drug Administration, Silver Spring, Maryland
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Van Boxtel M, Cinquegrani E, Middleton A, Graf A, Hanley J, LoGiudice A. The impact of social deprivation on healthcare utilization patterns following rotator cuff repair. J Shoulder Elbow Surg 2024; 33:2421-2426. [PMID: 38552776 DOI: 10.1016/j.jse.2024.01.038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 01/02/2024] [Accepted: 01/18/2024] [Indexed: 05/20/2024]
Abstract
BACKGROUND Disparities in social determinants of health have been linked to worse patient reported outcomes, higher pain, and increased risk of revision surgery following rotator cuff repair. Identification of perioperative predictors of increased healthcare utilization is of particular interest to surgeons to improve outcomes and mitigate the total cost of care. The effect of social deprivation on healthcare utilization has not been fully characterized. METHODS This is a retrospective review of a single institution's experience with primary rotator cuff repair between 2012 and 2020. Demographic variables (age, race, gender, American Society of Anesthesiologists (ASA) score) and healthcare utilization (hospital readmission, emergency department visits, follow-up visits, telephone calls) were recorded within 90 days of surgery. The Area Deprivation Index (ADI) was recorded, and patients were separated into terciles according to their relative level of social deprivation. Outcomes were then stratified based on ADI tercile and compared. RESULTS A total of 1695 patients were included. The upper, middle, and lower terciles of ADI consisted of 410, 767, and 518 patients, respectively. The most deprived tercile had greater emergency department visitation and office visitation within 90 days of surgery relative to the least and intermediate deprived terciles. Higher levels of social deprivation were independent risk factors for increased emergency department (ED) visitation and follow-up visitation. There was no difference in 90-day readmission rates or telephone calls made between the least, intermediate, and most deprived patients. CONCLUSIONS Patients with higher levels of deprivation demonstrated greater postoperative hospital utilization. We hope to use these results to identify risk factors for increased hospital use, guide clinical decision making, increase transparency, and manage patient outcomes following rotator cuff repair surgery.
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Affiliation(s)
- Matthew Van Boxtel
- Department of Orthopaedic Surgery, Medical College of Wisconsin, Milwaukee, WI, USA.
| | | | - Austin Middleton
- Department of Orthopaedic Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Alexander Graf
- Department of Orthopaedic Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jessica Hanley
- Department of Orthopaedic Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Anthony LoGiudice
- Department of Orthopaedic Surgery, Medical College of Wisconsin, Milwaukee, WI, USA
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Gordon AM, Sheth BK, Conway CA, Horn AR, Sadeghpour R, Choueka J. Neighborhood Deprivation and Association With Medical Complications, Emergency Department Use, and Readmissions in Shoulder Arthroplasty Patients. HSS J 2024; 20:482-489. [PMID: 39494431 PMCID: PMC11528561 DOI: 10.1177/15563316231195299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 05/31/2023] [Indexed: 11/05/2024]
Abstract
Background Social determinants of health are prognostic indicators for patients undergoing orthopedic procedures. Purpose Using the area deprivation index (ADI), a validated, weighted index of material deprivation and poverty (a 0%-to-100% scale, with higher percentages indicating greater disadvantage), we sought to evaluate whether there are associations in shoulder arthroplasty patients between higher ADI and rates of (1) medical complications, (2) emergency department (ED) utilizations, (3) readmissions, and (4) costs. Methods We queried the PearlDiver nationwide database for patients who had undergone primary shoulder arthroplasty from 2010 to 2020. Patients from regions associated with high ADI (95%+) were 1:1 propensity matched to a comparison group by age, sex, and Elixhauser Comorbidity Index. This yielded 49,440 patients in total. Outcomes included 90-day complications, ED utilizations, readmissions, and costs. Logistic regression models computed odds ratios (ORs) of ADI on the dependent variables. P values of < .05 were significant. Results Patients from high ADI regions showed higher rates and odds of complications than those in the comparison group (10.84% vs 9.45%; OR: 1.10), including acute kidney injuries (1.73% vs 1.38%; OR: 1.23), urinary tract infections (3.19% vs 2.80%; OR: 1.13), and respiratory failures (0.49% vs 0.33%; OR: 1.44), but not increased ED visits (2.66% vs 2.71%; OR: 0.99) or readmissions (3.07% vs 2.96%; OR: 1.03). Patients from high ADI regions incurred higher costs on day of surgery ($8251 vs $7337) and at 90 days ($10,999 vs $9752). Conclusions This 10-year retrospective database study found that patients from high ADI regions undergoing primary shoulder arthroplasty had increased rates of all 90-day medical complications, suggesting that measures of social determinants of health could inform health care policy and improve post-discharge care in these patients.
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Affiliation(s)
- Adam M. Gordon
- Department of Orthopaedic Surgery and Rehabilitation, Maimonides Medical Center, Brooklyn, NY, USA
- Questrom School of Business, Boston University, Boston, MA, USA
| | - Bhavya K. Sheth
- Department of Orthopaedic Surgery and Rehabilitation, Maimonides Medical Center, Brooklyn, NY, USA
| | - Charles A. Conway
- Department of Orthopaedic Surgery and Rehabilitation, Maimonides Medical Center, Brooklyn, NY, USA
| | - Andrew R. Horn
- Department of Orthopaedic Surgery and Rehabilitation, Maimonides Medical Center, Brooklyn, NY, USA
| | - Ramin Sadeghpour
- Department of Orthopaedic Surgery and Rehabilitation, Maimonides Medical Center, Brooklyn, NY, USA
| | - Jack Choueka
- Department of Orthopaedic Surgery and Rehabilitation, Maimonides Medical Center, Brooklyn, NY, USA
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Buchanan S, Luo E, Bagheri K, Wu KA, Anastasio AT, Kaplan S, Adams S. Racial Disparities in Outcomes After Foot and Ankle Surgery: A Systematic Review and Meta-Analysis. J Foot Ankle Surg 2024; 63:752-764. [PMID: 39009279 DOI: 10.1053/j.jfas.2024.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Revised: 05/27/2024] [Accepted: 06/24/2024] [Indexed: 07/17/2024]
Abstract
This systematic review and meta-analysis delved into the impact of race and ethnicity on outcomes following foot and ankle surgery, an area garnering increasing attention within the medical community. Despite significant literature on postsurgical clinical and functional outcomes, limited research has explored the influence of racial and ethnic factors on postoperative outcomes. In this study, data from 33 relevant studies, involving a total of 557,734 patients, were analyzed to assess outcomes across different racial and ethnic groups. Notably, only 6 studies met the criteria for inclusion in the final meta-analysis due to variations in outcome reporting. Findings revealed disparities in functional scores, pain levels, and resource utilization among different racial and ethnic cohorts. Specifically, non-White and minority patients exhibited higher rates of foot and ankle fractures and lower extremity surgeries, worse functional outcomes, increased pain, longer hospital stays, and a greater incidence of complications compared to their White counterparts. However, some studies presented contradictory results, emphasizing the necessity for further investigation to elucidate these discrepancies fully. This research underscores the importance of considering racial and ethnic factors in foot and ankle surgery outcomes and highlights the need for targeted interventions to address existing disparities.
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Affiliation(s)
- Scott Buchanan
- Department of Medicine, Campbell University School of Osteopathic Medicine, Lillington, NC
| | - Emily Luo
- Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Kian Bagheri
- Department of Internal Medicine, HonorHealth Medical Center, Scottsdale, AZ.
| | - Kevin A Wu
- Department of Medicine, Duke University School of Medicine, Durham, NC
| | - Albert T Anastasio
- Duke University School of Medicine, Department of Orthopaedic Surgery, Durham, NC
| | - Samantha Kaplan
- Department of Medicine, Duke University Medical Center Library, Durham, NC
| | - Samuel Adams
- Duke University School of Medicine, Department of Orthopaedic Surgery, Durham, NC
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Bove A, Aldhahwani B, Turner R, Repage S, Denny P, Brand C, Sweeney K, Allison S, Ross H, Allen KD, Magnani JW, Terhorst L, Delitto A, Freburger J. Beyond Discharge Disposition: A Scoping Review on Sociodemographic Disparities in Rehabilitation Use After Hip and Knee Arthroplasty. Phys Ther 2024; 104:pzae074. [PMID: 38887053 DOI: 10.1093/ptj/pzae074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 12/28/2023] [Accepted: 03/20/2024] [Indexed: 06/20/2024]
Abstract
OBJECTIVE The aims of this scoping review were to summarize the evidence regarding sex, racial, ethnic, geographic, and socioeconomic disparities in post-acute rehabilitation following total hip arthroplasty (THA) and knee arthroplasty (TKA). METHODS Literature searches were conducted in Ovid MEDLINE, EMBASE, CINAHL, Web of Science, and PEDro. Studies were included if they were original research articles published 1993 or later; used data from the US; included patients after THA and/or TKA; presented results according to relevant sociodemographic variables, including sex, race, ethnicity, geography, or socioeconomic status; and studied the utilization of post-acute rehabilitation as an outcome. RESULTS Twelve studies met the inclusion criteria. Five examined disparities in inpatient rehabilitation and found that Black patients and women experience longer lengths of stay after arthroplasty, and women are less likely than men to be discharged home after inpatient THA rehabilitation. Four studies examined data from skilled nursing facilities and found that insurance type and dual eligibility impact length of stay and rates of community discharge but found conflicting results regarding racial disparities in skilled nursing facility utilization after TKA. Five studies examined home health data and noted that rural agencies provide less care after TKA. Results regarding racial disparities in home health utilization after arthroplasty were conflicting. Six studies of outpatient rehabilitation noted geographic differences in timing of outpatient rehabilitation but mixed results regarding race differences in outpatient rehabilitation. CONCLUSION Current evidence indicates that sex, race, ethnicity, geography, and socioeconomic status are associated with disparities in postacute rehabilitation use after arthroplasty. IMPACT Rehabilitation providers across the postacute continuum should be aware of disparities in the population of patients after arthroplasty and regularly assess social determinants of health and other factors that may contribute to disparities. Customized care plans should ensure optimal timing and amount of rehabilitation is provided, and advocate for patients who need additional care to achieve the desired functional outcome.
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Affiliation(s)
- Allyn Bove
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Bayan Aldhahwani
- Department of Physical Therapy, Umm Al-Qura University, Makkah, Saudi Arabia
| | - Rose Turner
- Falk Library, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Sean Repage
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Parker Denny
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Cynthia Brand
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Kaitlyn Sweeney
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Sam Allison
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Heather Ross
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Kelli D Allen
- Department of Medicine, in the Division of Rheumatology, Allergy, and Immunology, University of North Carolina Chapel Hill, Chapel Hill, North Carolina, USA
- Durham Center of Innovation to ADAPT, Durham VA Medical Center, Durham, North Carolina, USA
| | - Jared W Magnani
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Lauren Terhorst
- Department of Occupational Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Anthony Delitto
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
| | - Janet Freburger
- Department of Physical Therapy, University of Pittsburgh School of Health and Rehabilitation Sciences, Pittsburgh, Pennsylvania, USA
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12
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Gordon AM, Ng MK, Elali F, Piuzzi NS, Mont MA. A Nationwide Analysis of the Impact of Socioeconomic Status on Complications and Health Care Utilizations After Total Knee Arthroplasty Using the Area Deprivation Index: Consideration of the Disadvantaged Patient. J Arthroplasty 2024; 39:2166-2172. [PMID: 38615971 DOI: 10.1016/j.arth.2024.04.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 04/05/2024] [Accepted: 04/08/2024] [Indexed: 04/16/2024] Open
Abstract
BACKGROUND Socioeconomic status has been demonstrated to be an important prognostic risk factor among patients undergoing total joint arthroplasty. We evaluated patients living near neighborhoods with higher socioeconomic risk undergoing total knee arthroplasty (TKA) and if they were associated with differences in the following: (1) medical complications; (2) emergency department (ED) utilizations; (3) readmissions; and (4) costs of care. METHODS A query of a national database from 2010 to 2020 was performed for primary TKAs. The Area Deprivation Index (ADI) is a weighted index comprised of 17 census-based markers of material deprivation and poverty. Higher numbers indicate a greater disadvantage. Patients undergoing TKA in zip codes associated with high ADI (90%+) were 1:1 propensity-matched to a comparison group by age, sex, and Elixhauser Comorbidity Index. This yielded 225,038 total patients, evenly matched between cohorts. Outcomes studied included complications, ED utilizations, readmission rates, and 90-day costs. Logistic regression models computed the odds ratios (OR) of ADI on the dependent variables. P values less than .003 were significant. RESULTS High ADI led to higher rates and odds of any medical complications (11.7 versus 11.0%; OR: 1.05, P = .0006), respiratory failures (0.4 versus 0.3%; OR: 1.28, P = .001), and acute kidney injuries (1.7 versus 1.5%; OR: 1.15, P < .0001). Despite lower readmission rates (2.9 versus 3.5%), high ADI patients had greater 90-day ED visits (4.2 versus 4.0%; OR: 1.07, P = .0008). The 90-day expenditures ($15,066 versus $12,459; P < .0001) were higher in patients who have a high ADI. CONCLUSIONS Socioeconomically disadvantaged patients have increased complications and ED utilizations. Neighborhood disadvantage may inform health care policy and improve postdischarge care. The socioeconomic status metrics, including ADI (which captures community effects), should be used to adequately risk-adjust or risk-stratify patients so that access to care for deprived regions and patients is not lost. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Adam M Gordon
- Questrom School of Business, Boston University, Boston, Massachusetts; Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Mitchell K Ng
- Department of Orthopaedic Surgery, Maimonides Medical Center, Brooklyn, New York
| | - Faisal Elali
- SUNY Downstate Health Sciences University, College of Medicine, Brooklyn, New York
| | - Nicolas S Piuzzi
- Department of Orthopaedic Surgery, Cleveland Clinic, Cleveland, Ohio
| | - Michael A Mont
- Rubin Institute of Advanced Orthopedics, Center for Joint Preservation and Replacement, Sinai Hospital of Baltimore, Baltimore, Maryland
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13
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Ghomrawi HMK, Golladay GJ, Riddle DL. A Proposed Conceptual Framework for Patient Selection for Knee Arthroplasty. J Bone Joint Surg Am 2024; 106:1433-1438. [PMID: 38442197 DOI: 10.2106/jbjs.23.00596] [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: 03/07/2024]
Affiliation(s)
- Hassan M K Ghomrawi
- Departments of Surgery, Medicine (Rheumatology), and Pediatrics, and Center for Health Services & Outcomes Research, Institute for Public Health and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Gregory J Golladay
- Department of Orthopaedic Surgery, Virginia Commonwealth University Health, Richmond, Virginia
| | - Daniel L Riddle
- Departments of Physical Therapy, Orthopaedic Surgery, and Rheumatology, Virginia Commonwealth University, Richmond, Virginia
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Sumbal R, Devi U, Ashraf S, Sumbal A. Racial disparity in postoperative complications following shoulder arthroplasty (SA): A systematic review and meta-analysis. Shoulder Elbow 2024:17585732241264023. [PMID: 39552678 PMCID: PMC11565513 DOI: 10.1177/17585732241264023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 06/08/2024] [Accepted: 06/09/2024] [Indexed: 11/19/2024]
Abstract
Introduction There has been an emphasis on racial disparities in orthopedic surgery. Recently, literature suggested Black and Hispanic patients at increased risk for adverse outcomes after Shoulder Arthroplasty (SA), but data regarding it is sparse and inconclusive. Therefore, we aim to conduct a meta-analysis to assess the role of racial disparity in causing adverse outcomes after SA. Methods Following PRISMA guidelines, electronic databases PubMed, Scopus, Cochrane, and Google Scholar were queried. Studies meeting inclusion criteria were included. Results were analyzed by pooling Odds ratios along 95% Confidence interval, using random-effects model on RevMan 5.3. Results A total of 14 selected studies evaluated 1,781,783 patients. We found Black patients at higher risk of post-SA complications than White patients (OR 1.32(95% CI 1.25-1.39; p < 0.00001; I2 = 0%). No significant risk in Hispanics compared to white patients (OR 0.94(95% CI 0.81-1.09); p = 0.41; I2 = 65%). Compared to whites, black patients were at higher risk of an extended length of stay, postoperative blood transfusion, sepsis, venous thromboembolism, and non-home discharge. Compared to white patients, Hispanics were at higher risk for postoperative blood transfusion. Whites showed increased risk for readmission. Conclusion Following SA, Black patients were likely to develop complications compared to White patients but no significant risk in Hispanics compared to Whites.
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Affiliation(s)
- Ramish Sumbal
- Dow Medical College, Dow University of Health Sciences, Pakistan
| | - Uooja Devi
- Dow Medical College, Dow University of Health Sciences, Pakistan
| | - Saad Ashraf
- Dow Medical College, Dow University of Health Sciences, Pakistan
| | - Anusha Sumbal
- Dow Medical College, Dow University of Health Sciences, Pakistan
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Silvestre J, Benn L, Chen AF, Lieberman JR, Peters CL, Nelson CL. Diversity of Backgrounds and Academic Accomplishments for Presidents Elected to Hip and Knee Arthroplasty Societies in the United States. J Arthroplasty 2024; 39:1856-1862. [PMID: 38309637 DOI: 10.1016/j.arth.2024.01.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2023] [Revised: 01/19/2024] [Accepted: 01/24/2024] [Indexed: 02/05/2024] Open
Abstract
BACKGROUND Academic accomplishments and demographics for presidents of hip and knee arthroplasty societies are poorly understood. This study compares the characteristics of presidents nominated to serve the Hip Society, Knee Society, and American Association of Hip and Knee Surgeons. METHODS This was a cross-sectional study of arthroplasty presidents in the United States (1990 to 2022). Curriculum vitae and academic websites were analyzed for demographic, training, bibliometric, and National Institutes of Health (NIH) funding data. Comparisons were made between organizations and time periods (1990 to 2005 versus 2006 to 2022). RESULTS There were 97 appointments of 78 unique arthroplasty presidents (80%). Most presidents were male (99%) and Caucasian (95%). There was 1 woman (1%) and 5 non-Caucasian presidents (2% Asian, 3% Hispanic). There were no differences in demographics between the 3 arthroplasty organizations and the 2 time periods (P > .05). Presidents were appointed at 55 ± 10 years old, which was on average 24 years after completion of residency training. Most presidents had arthroplasty fellowship training (68%), and the most common were the Hospital for Special Surgery (21%) and Massachusetts General Hospital (8%). The median h-index was 53 resulting from 191 peer-reviewed publications, which was similar between the 3 organizations (P > .05). There were 2 presidents who had NIH funding (2%), and there were no differences in NIH funding between the 3 organizations (P > .05). CONCLUSIONS Arthroplasty society presidents have diverse training pedigrees, high levels of scholarly output, and similar demographics. There may be future opportunities to promote diversity and inclusion among the highest levels of leadership in total joint arthroplasty.
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Affiliation(s)
- Jason Silvestre
- Medical University of South Carolina, Charleston, South Carolina
| | - Lancelot Benn
- Howard University College of Medicine, Washington, District of Columbia
| | | | - Jay R Lieberman
- Keck School of Medicine of University of Southern California, Los Angeles, California
| | | | - Charles L Nelson
- Perelman School of Medicine at University of Pennsylvania, Philadelphia, Pennsylvania
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16
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Liu S, Bramian A, Loyst RA, Ling K, Leonardo C, Komatsu D, Wang ED. Rotator Cuff Repair: Racial Disparities in Operative Time and Utilization of Arthroscopic Techniques. Cureus 2024; 16:e65673. [PMID: 39205747 PMCID: PMC11355486 DOI: 10.7759/cureus.65673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Background Racial disparities are prevalent within the field of orthopedics and include the utilization of varying resources as well as outcomes following surgery. This study investigates racial differences between Black and White patients in the surgical treatment of rotator cuff repair (RCR) and 30-day postoperative complications following RCR. Materials and methods Data were drawn from the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database to create a study population consisting of Black and White patients who underwent RCR between 2015 and 2019. A bivariate analysis was conducted to compare patient demographics and comorbidities. Multivariate logistic regression, controlling for all significantly linked patient demographics and comorbidities, was performed to examine the relationships between Black race and complications. Results Our analysis included 32,073 patients, of whom 3,318 (10.3%) were Black and 28,755 (89.7%) were White. The female gender, younger age groups, greater BMI groups, ASA classification ≥3, cigarette use, and comorbid congestive heart failure (CHF), diabetes, and hypertension were all significantly associated with patients who identified as Black. We found no significant differences in 30-day postoperative complications between Black and White patients. Furthermore, Black patients were found to be independently associated with a greater likelihood of undergoing arthroscopic RCR versus open RCR, as well as experiencing a longer total operation time of ≥80 minutes. Conclusions We report no differences in 30-day postoperative complications between Black and White patients undergoing RCR between 2015 and 2019. However, Black race was independently associated with higher rates of arthroscopic RCR and longer operative times.
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Affiliation(s)
- Steven Liu
- Department of Orthopedic Surgery, Stony Brook University, Stony Brook, USA
| | - Allen Bramian
- Department of Orthopedic Surgery, Stony Brook University, Stony Brook, USA
| | - Rachel A Loyst
- Department of Orthopedic Surgery, Stony Brook University, Stony Brook, USA
| | - Kenny Ling
- Department of Orthopedic Surgery, Stony Brook Hospital, Stony Brook, USA
| | - Christian Leonardo
- Department of Orthopedic Surgery, Stony Brook University, Stony Brook, USA
| | - David Komatsu
- Department of Orthopedic Surgery, Stony Brook University, Stony Brook, USA
| | - Edward D Wang
- Department of Orthopedic Surgery, Stony Brook University, Stony Brook, USA
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17
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Dubin J, Bains S, Ihekweazu UN, Mont MA, Delanois R. Social Determinants of Health in Total Joint Arthroplasty: Race. J Arthroplasty 2024; 39:1394-1396. [PMID: 38311298 DOI: 10.1016/j.arth.2024.01.048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 01/26/2024] [Indexed: 02/10/2024] Open
Affiliation(s)
- Jeremy Dubin
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Sandeep Bains
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| | | | - Michael A Mont
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Ronald Delanois
- Rubin Institute for Advanced Orthopedics, LifeBridge Health, Sinai Hospital of Baltimore, Baltimore, Maryland
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Thorne T, Nishioka S, Wong K, Lawton DRY, Lim SY, Nakasone CK. Examining racial disparities in utilization rate and perioperative outcomes following knee and hip arthroplasty. Arch Orthop Trauma Surg 2024; 144:1937-1944. [PMID: 38536508 DOI: 10.1007/s00402-024-05272-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Accepted: 03/05/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Previous arthroplasty utilization research predominantly examined Black and White populations within the US. This is the first known study to examine utilization and complications in poorly studied minority racial groups such as Asians and Native Hawaiian/Pacific-Islanders (NHPI) as compared to Whites. RESULTS Data from 3304 primary total hip and knee arthroplasty patients (2011 to 2019) were retrospectively collected, involving 1789 Asians (52.2%), 1164 Whites (34%) and 320 Native Hawaiians/Pacific Islanders (NHPI) (9.3%). The 2012 arthroplasty utilization rates for Asian, White, and NHPI increased by 32.5%, 11.2%, and 86.5%, respectively, by 2019. Compared to Asians, Whites more often underwent hip arthroplasty compared to knee arthroplasty (odds ratio (OR) 1.755; p < 0.001). Compared to Asians, Whites and NHPI more often received total knee compared to unicompartmental knee arthroplasty (White: OR 1.499; NHPI: OR 2.013; p < 0.001). White patients had longer hospitalizations (2.66 days) compared to Asians (2.19 days) (p = 0.005) following bilateral procedures. Medicare was the most common insurance for Asians (66.2%) and Whites (54.2%) while private insurance was most common for NHPI (49.4%). Compared to Asians, economic status was higher for Whites (White OR 0.695; p < 0.001) but lower for NHPI (OR 1.456; p < 0.001). After controlling for bilateral procedures, NHPI had a lower risk of transfusion compared to Asians (OR 0.478; p < 0.001) and Whites had increased risk of wound or systemic complications compared to Asians (OR 2.086; p = 0.045). CONCLUSIONS Despite NHPI demonstrating a significantly poorer health profile and lower socioeconomic status, contrary to previous literature involving minority racial groups, no significant overall differences in arthroplasty utilization rates or perioperative complications could be demonstrated amongst the racial groups examined.
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Affiliation(s)
- Tyler Thorne
- John A Burns School of Medicine, University of Hawai'i at Manoa, 651 Ilalo Street, Honolulu, HI, 96813, USA
| | - Scott Nishioka
- John A Burns School of Medicine, University of Hawai'i at Manoa, 651 Ilalo Street, Honolulu, HI, 96813, USA
| | - Krystin Wong
- John A Burns School of Medicine, University of Hawai'i at Manoa, 651 Ilalo Street, Honolulu, HI, 96813, USA
| | - Dylan R Y Lawton
- John A Burns School of Medicine, University of Hawai'i at Manoa, 651 Ilalo Street, Honolulu, HI, 96813, USA
| | - Sian Yik Lim
- Straub Medical Center, Bone and Joint Center, 888 South King Street, Honolulu, HI, 96813, USA
| | - Cass K Nakasone
- John A Burns School of Medicine, University of Hawai'i at Manoa, 651 Ilalo Street, Honolulu, HI, 96813, USA.
- Straub Medical Center, Bone and Joint Center, 888 South King Street, Honolulu, HI, 96813, USA.
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Rechenmacher AJ, Case A, Wu M, Ryan SP, Seyler TM, Bolognesi MP. Outcome Disparities in Total Knee and Total Hip Arthroplasty among Native American Populations. J Racial Ethn Health Disparities 2024; 11:1106-1115. [PMID: 37036599 DOI: 10.1007/s40615-023-01590-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/25/2023] [Accepted: 03/31/2023] [Indexed: 04/11/2023]
Abstract
BACKGROUND No prior racial disparities studies in total knee arthroplasty (TKA) and total hip arthroplasty (THA) have specifically evaluated outcomes among American Indian or Alaska Native (AIAN) patients. We hypothesized that AIAN patients have worse outcomes than White patients after controlling for demographics and comorbidities. METHODS This was a retrospective cohort study comparing White and AIAN patients undergoing primary TKA/THA from 2012-2019 using the American College of Surgeons National Surgical Quality Improvement Program. Race, demographics, and comorbidities were analyzed for correlations with 30-day outcomes and complications using multivariable logistic and linear regression analyses. RESULTS Comparing 422,215 White and 2,676 AIAN patients, AIAN patients had higher American Society of Anesthesiologist (ASA) classifications, body mass index (BMI), and were younger at the time of surgery. AIAN patients more often stayed inpatient > 2 days (49.4% vs 36.2%, p < 0.001), underwent reoperation (2.1% vs 1.4%, p < 0.01), and were discharged home (91.4% vs 81.7%, p < 0.01). Regression analyses controlling for age, BMI, sex, ASA classification, and functional status found that AIAN race was significantly positively correlated with a length of stay > 2 days (OR 1.6), reoperation (OR 1.4), and discharging home (OR 2.0). CONCLUSION AIAN patients undergoing TKA/THA present with a greater comorbidity burden compared to White patients and experience multiple worse outcome metrics including increased hospital length of stay and reoperation rates. Interestingly, AIAN patients were more likely to discharge home, representing a unique racial disparity which warrants further study.
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Affiliation(s)
- Albert J Rechenmacher
- Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, USA.
| | - Ayden Case
- Department of Orthopaedic Surgery, Duke University Hospital, Durham, NC, USA
| | - Mark Wu
- Department of Orthopaedic Surgery, Duke University Hospital, Durham, NC, USA
| | - Sean P Ryan
- Department of Orthopaedic Surgery, Duke University Hospital, Durham, NC, USA
| | - Thorsten M Seyler
- Department of Orthopaedic Surgery, Duke University Hospital, Durham, NC, USA
| | - Michael P Bolognesi
- Department of Orthopaedic Surgery, Duke University Hospital, Durham, NC, USA
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20
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Singh JA. Does the money matter? Disparities in total joint replacement outcomes by income. Osteoarthritis Cartilage 2024; 32:121-123. [PMID: 37944662 DOI: 10.1016/j.joca.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 10/30/2023] [Accepted: 11/01/2023] [Indexed: 11/12/2023]
Affiliation(s)
- Jasvinder A Singh
- Department of Medicine at the School of Medicine, University of Alabama at Birmingham (UAB), Birmingham, AL, USA; Medicine Service, VA Medical Center, Birmingham, AL, USA; Department of Epidemiology at the UAB School of Public Health, Birmingham, AL, USA.
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21
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Mohammed H, Parks M, Ibrahim S, Magnus M, Ma Y. Impact of Pre-operative Opioid Use on Racial Disparities in Adverse Outcomes Post Total Knee and Hip Arthroplasty. J Racial Ethn Health Disparities 2023; 10:3051-3061. [PMID: 36478270 PMCID: PMC11524681 DOI: 10.1007/s40615-022-01479-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 11/21/2022] [Accepted: 11/23/2022] [Indexed: 12/12/2022]
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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Affiliation(s)
- Hina Mohammed
- Syapse Inc., San Francisco, CA, USA
- Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Michael Parks
- Hospital for Special Surgery, New York City, NY, USA
- Weill Cornell Medical College, Cornell University, New York City, NY, USA
| | - Said Ibrahim
- Donal and Barbara Zucker School of Medicine, Northwell Health/ Hofstra University, Long Island, NY, USA
| | - Manya Magnus
- Milken Institute School of Public Health, The George Washington University, Washington, DC, USA
| | - Yan Ma
- Department of Biostatistics, School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA.
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Dubin JA, Bains SS, Chen Z, Salib CG, Nace J, Mont MA, Delanois RE. Race Associated With Increased Complication Rates After Total Knee Arthroplasty. J Arthroplasty 2023; 38:2220-2225. [PMID: 37172792 DOI: 10.1016/j.arth.2023.04.064] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/21/2023] [Accepted: 04/30/2023] [Indexed: 05/15/2023] Open
Abstract
BACKGROUND Racial and ethnic disparities have been suggested to be associated with poor outcomes after total knee arthroplasty (TKA). While socioeconomic disadvantage has been studied, analyses of race as the primary variable are lacking. Therefore, we examined the potential differences between Black and White TKA recipients. Specifically, we assessed 30-day and 90-day, as well as 1 year: (1) emergency department visits and readmissions; (2) total complications; (3) as well as risk factors for total complications. METHODS A consecutive series of 1,641 primary TKAs from January 2015 to December 2021 at a tertiary health care system were reviewed. Patients were stratified according to race, Black (n = 1,003) and White (n = 638). Outcomes of interest were analyzed using bivariate Chi-square and multivariate regressions. Demographic variables such as sex, American Society of Anesthesiologists classification, diabetes, congestive heart failure, chronic pulmonary disease, and socioeconomic status based on Area Deprivation Index were controlled for across all patients. RESULTS The unadjusted analyses found that Black patients had an increased likelihood of 30-day emergency department visits and readmissions (P < .001). However, in the adjusted analyses, Black race was demonstrated to be a risk factor for increased total complications at all-time points (P ≤ .0279). Area Deprivation Index was not a risk for cumulative complications at these time points (P ≥ .2455). CONCLUSION Black patients undergoing TKA may be at increased risk for complications with more risk factors including higher body mass index, tobacco use, substance abuse, chronic obstructive pulmonary disease, congestive heart failure, hypertension, chronic kidney disease, and diabetes and were thus, "sicker" initially than the White cohort. Surgeons are often treating these patients at the later stages of their diseases when risk factors are less modifiable, which necessitates a shift to early, preventable public health measures. While higher socioeconomic disadvantage has been associated with higher rates of complications, the results of this study suggest that race may play a greater role than previously thought.
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Affiliation(s)
- Jeremy A Dubin
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Sandeep S Bains
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Zhongming Chen
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Christopher G Salib
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - James Nace
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Michael A Mont
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
| | - Ronald E Delanois
- Rubin Institute for Advanced Orthopedics, Sinai Hospital of Baltimore, Baltimore, Maryland
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Schmerler J, Dhanjani SA, Wenzel A, Kurian SJ, Srikumaran U, Ficke JR. Racial, Socioeconomic, and Payer Status Disparities in Utilization of Total Ankle Arthroplasty Compared to Ankle Arthrodesis. J Foot Ankle Surg 2023; 62:928-932. [PMID: 37595678 DOI: 10.1053/j.jfas.2023.08.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 08/01/2023] [Accepted: 08/13/2023] [Indexed: 08/20/2023]
Abstract
Total ankle arthroplasty is increasingly being used for the treatment of ankle osteoarthritis when compared to arthrodesis. However, there has been limited investigation into disparities in utilization of these comparable procedures. This study examined racial/ethnic, socioeconomic, and payer status disparities in the likelihood of undergoing total ankle arthroplasty compared with ankle arthrodesis. Patients with a diagnosis of ankle osteoarthritis from 2006 through 2019 were identified in the National Inpatient Sample, then subclassified as undergoing total ankle arthroplasty or arthrodesis. Multivariable logistic regression models, adjusted for hospital location, primary or secondary osteoarthritis diagnosis, and patient characteristics (age, sex, infection, and Elixhauser comorbidities), were used to examine the effect of race/ethnicity, socioeconomic status, and payer status on the likelihood of undergoing total ankle arthroplasty versus arthrodesis. Black and Asian patients were 34% and 41% less likely than White patients to undergo total ankle arthroplasty rather than arthrodesis (p < .001). Patients in income quartiles 3 and 4 were 22% and 32% more likely, respectively, than patients in quartile 1 to undergo total ankle arthroplasty rather than arthrodesis (p = .001 and p = .01, respectively). In patients <65 years of age, privately insured and Medicare patients were 84% and 37% more likely, respectively, than Medicaid patients to undergo total ankle arthroplasty rather than arthrodesis (p < .001). Racial/ethnic, socioeconomic, and payer status disparities exist in the likelihood of undergoing total ankle arthroplasty versus arthrodesis for ankle osteoarthritis. More work is needed to establish drivers of these disparities and identify targets for intervention, including improvements in parity in relative procedure utilization.
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Affiliation(s)
| | - Suraj A Dhanjani
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Alyssa Wenzel
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Shyam J Kurian
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - Umasuthan Srikumaran
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD
| | - James R Ficke
- Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD.
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Barry K, Mekkawy KL, Nayar SK, Oni JK. Racial Disparities in Short-Stay and Outpatient Total Hip and Knee Arthroplasty: 13-year Trend in Utilization Rates and Perioperative Morbidity Using a National Database. J Am Acad Orthop Surg 2023; 31:e788-e797. [PMID: 37205876 DOI: 10.5435/jaaos-d-22-00803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 04/11/2023] [Indexed: 05/21/2023] Open
Abstract
BACKGROUND The objective of this study was to assess racial and ethnic disparities in short-stay (< 2-midnight length of stay) and outpatient (same-day discharge) total joint arthroplasties (TJAs). We aimed to determine (1) whether there are differences in postoperative outcomes between short-stay Black, Hispanic, and White patients and (2) the trend in utilization rates of short-stay and outpatient TJA across these racial groups. METHODS This was a retrospective cohort study of the American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP). Short-stay TJAs done between 2008 and 2020 were identified. Patient demographics, comorbidities, and 30-day postoperative outcomes were assessed. Multivariate regression analysis was used to assess differences between racial groups in minor and major complication rates, as well as readmission and revision surgery rates. RESULTS Of a total of 191,315 patients, 88% were White, 8.3% were Black, and 3.9% were Hispanic. Minority patients were younger and had greater comorbidity burden when compared with Whites. Black patients had greater rates of transfusions and wound dehiscence when compared with White and Hispanic patients ( P < 0.001, P = 0.019, respectively). Black patients had lower adjusted odds of minor complications (odds ratio [OR], 0.87; confidence interval [CI], 0.78 to 0.98), and minorities had lower revision surgery rates in comparison with Whites (OR, 0.70; CI, 0.53 to 0.92, and OR, 0.84; CI, 0.71 to 0.99, respectively). The utilization rate for short-stay TJA was most pronounced for Whites. CONCLUSION There continues to persist marked racial disparities in demographic characteristics and comorbidity burden in minority patients undergoing short-stay and outpatient TJA procedures. As outpatient-based TJA becomes more routine, opportunities to address these racial disparities will become increasingly more important to optimize social determinants of health. LEVEL OF EVIDENCE III, retrospective cohort study.
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Affiliation(s)
- Kawsu Barry
- From the From the Department of Orthopaedic Surgery, The Johns Hopkins University School of Medicine, Baltimore, MD (Dr. Barry, Dr. Mekkawy, and Dr. Oni), and the From the Department of Orthopedic Surgery (Dr. Nayar), Massachusetts General Hospital, Harvard Medical School, Boston, MA
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25
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Farronato DM, Pezzulo JD, Rondon AJ, Sherman MB, Davis DE. Distressed communities demonstrate increased readmission and health care utilization following shoulder arthroplasty. J Shoulder Elbow Surg 2023; 32:2035-2042. [PMID: 37178966 DOI: 10.1016/j.jse.2023.03.035] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 03/22/2023] [Accepted: 03/30/2023] [Indexed: 05/15/2023]
Abstract
BACKGROUND Socioeconomic status (SES) has been shown to affect outcomes following total shoulder arthroplasty (TSA), but little is known regarding how SES and the communities in which patients reside can affect postoperative health care utilization. With the growing use of bundled payment models, understanding what factors put patients at risk for readmission and the ways in which patients utilize the health care system postoperatively is crucial for preventing excess costs for providers. This study helps surgeons predict which patients are high-risk and may require additional surveillance following shoulder arthroplasty. METHODS A retrospective review of 6170 patients undergoing primary shoulder arthroplasty (anatomic and reverse; Current Procedural Terminology code 23472) from 2014-2020 at a single academic institution was performed. Exclusion criteria included arthroplasty for fracture, active malignancy, and revision arthroplasty. Demographics, patient zip code, and Charlson Comorbidity Index were attained. Patients were classified according to the Distressed Communities Index (DCI) score of their zip code. The DCI combines several metrics of socioeconomic well-being to generate a single score. Zip codes are then classified by scores into 5 categories based on national quintiles. The primary outcome of interest was 90-day readmissions. Secondary outcomes included number of postoperative medication prescriptions, patient telephone calls to the office, and follow-up office visits. RESULTS Among all patients undergoing total shoulder arthroplasty, individuals from distressed communities were more likely than their prosperous counterparts to experience an unplanned readmission (odds ratio = 1.77, P = .045). Patients from comfortable (relative risk [RR] = 1.12, P < .001), midtier (RR = 1.13, P < .001), at-risk (RR = 1.20, P < .001), and distressed (RR = 1.17, P < .001) communities were all more likely to use more medications compared to those from prosperous communities. Likewise, those from comfortable (RR = 0.92, P < .001), midtier (RR = 0.88, P < .001), at-risk (RR = 0.93, P = .008), and distressed (RR = 0.93, P = .033) communities, respectively, were at a lower risk of making calls compared to prosperous communities. CONCLUSIONS Following primary total shoulder arthroplasty, patients who reside in distressed communities are at significantly increased risk of experiencing an unplanned readmission and increased health care utilization postoperatively. This study revealed that patient socioeconomic distress is more associated with readmission than race following TSA. Increased awareness and employing strategies to maintain and ultimately improve communication with patients offers a potential solution to reduce excessive health care utilization, benefiting both patients and providers alike.
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Affiliation(s)
- Dominic M Farronato
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Joshua D Pezzulo
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Alexander J Rondon
- Department of Orthopaedic Surgery, The Rothman Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Matthew B Sherman
- Department of Orthopaedic Surgery, The Rothman Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Daniel E Davis
- Department of Orthopaedic Surgery, The Rothman Institute at Thomas Jefferson University, Philadelphia, PA, USA.
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Barrie U, Montgomery EY, Ogwumike E, Pernik MN, Luu IY, Adeyemo EA, Christian ZK, Edukugho D, Johnson ZD, Hoes K, El Tecle N, Hall K, Aoun SG, Bagley CA. Household Income as a Predictor for Surgical Outcomes and Opioid Use After Spine Surgery in the United States. Global Spine J 2023; 13:2124-2134. [PMID: 35007170 PMCID: PMC10538313 DOI: 10.1177/21925682211070823] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
STUDY DESIGN Cross-Sectional Study. OBJECTIVES Socioeconomic status (SES) is a fundamental root of health disparities, however, its effect on surgical outcomes is often difficult to capture in clinical research, especially in spine surgery. Here, we present a large single-center study assessing whether SES is associated with cause-specific surgical outcomes. METHODS Patients undergoing spine surgery between 2015 and 2019 were assigned income in accordance with the national distribution and divided into quartiles based on the ZIP code-level median household income. We performed univariate, chi-square, and Analysis of Variance (ANOVA) analysis assessing the independent association of SES, quantified by household income, to operative outcomes, and multiple metrics of opioid consumption. RESULTS 1199 patients were enrolled, and 1138 patients were included in the analysis. Low household income was associated with the greatest rates of 3-month opioid script renewal (OR:1.65, 95% CI:1.14-2.40). In addition, low-income was associated with higher rates of perioperative opioid consumption compared to higher income including increased mean total morphine milligram equivalent (MME) 252.25 (SD 901.32) vs 131.57 (SD 197.46) (P < .046), and inpatient IV patient-controlled analgesia (PCA) MME 121.11 (SD 142.14) vs 87.60 (SD 86.33) (P < .023). In addition, household income was independently associated with length of stay (LOS), and emergency room (ER) revisits with low-income patients demonstrating significantly longer postop LOS and increasing postoperative ER visits. CONCLUSIONS Considering the comparable surgical management provided by the single institution, the associated differences in postoperative outcomes as defined by increased morbidities and opioid consumption can potentially be attributed to health disparities caused by SES.
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Affiliation(s)
- Umaru Barrie
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Eric Y. Montgomery
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Erica Ogwumike
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Mark N. Pernik
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Ivan Y. Luu
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Emmanuel A. Adeyemo
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Zachary K. Christian
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Derrek Edukugho
- Department of Neurological Surgery, Boonshoft School of Medicine, Wright State University, Dayton, OH, USA
| | - Zachary D. Johnson
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Kathryn Hoes
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Najib El Tecle
- Department of Neurological Surgery, Saint Louis University School of Medicine, St Louis, MI, USA
| | - Kristen Hall
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Salah G. Aoun
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
| | - Carlos A. Bagley
- Department of Neurological Surgery, University of Texas Southwestern Medical School, Dallas, TX, USA
- Department of Orthopedic Surgery Dallas, University of Texas Southwestern Medical School, Texas, USA
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Ling K, Leatherwood W, Fassler R, Burgan J, Komatsu DE, Wang ED. Disparities in postoperative total shoulder arthroplasty outcomes between Black and White patients. JSES Int 2023; 7:842-847. [PMID: 37719829 PMCID: PMC10499855 DOI: 10.1016/j.jseint.2023.05.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2023] Open
Abstract
Background Despite the rise in surgical volume for total shoulder arthroplasty (TSA) procedures, racial disparities exist in outcomes between White and Black populations. The purpose of this study was to compare 30-day postoperative complication rates between Black and White patients following TSA. Methods The American College of Surgeons National Surgical Quality Improvement Program (NSQIP) database was queried for all patients who underwent TSA between 2015 and 2019. Patient demographics and comorbidities were compared between cohorts using bivariate analysis. Multivariate logistic regression, adjusted for all significantly associated patient demographics and comorbidities, was used to identify associations between Black or African American race and postoperative complications. Results A total of 19,733 patients were included in the analysis, 18,669 (94.6%) patients in the White cohort and 1064 (5.4%) patients in the Black or African American cohort. Demographics and comorbidities that were significantly associated with Black or African American race were age 40-64 years (P < .001), body mass index ≥40 (P < .001), female gender (P < .001), American Society of Anesthesiologists classification ≥3 (P < .001), smoking status (P < .001), non-insulin and insulin dependent diabetes mellitus (P < .001), hypertension requiring medication (P < .001), disseminated cancer (P = .040), and operative duration ≥129 minutes (P = .002). Multivariate logistic regression identified Black or African American race to be independently associated with higher rates of readmission (odds ratio: 1.42, 95% confidence interval: 1.05-1.94; P = .025). Conclusion Black or African American race was independently associated with higher rates of 30-day readmission following TSA.
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Affiliation(s)
- Kenny Ling
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | | | - Richelle Fassler
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Jane Burgan
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - David E. Komatsu
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
| | - Edward D. Wang
- Department of Orthopaedics, Stony Brook University, Stony Brook, NY, USA
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Lima HA, Moazzam Z, Woldesenbet S, Alaimo L, Endo Y, Munir MM, Shaikh CF, Resende V, Pawlik TM. Persistence of Poverty and its Impact on Surgical Care and Postoperative Outcomes. Ann Surg 2023; 278:347-356. [PMID: 37317875 DOI: 10.1097/sla.0000000000005953] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
OBJECTIVE We sought to characterize the association between prolonged county-level poverty with postoperative outcomes. BACKGROUND The impact of long-standing poverty on surgical outcomes remains ill-defined. METHODS Patients who underwent lung resection, colectomy, coronary artery bypass graft, or lower extremity joint replacement were identified from Medicare Standard Analytical Files Database (2015-2017) and merged with data from the American Community Survey and the United States Department of Agriculture. Patients were categorized according to the duration of high poverty status from 1980 to 2015 [ie, never high poverty (NHP), persistent poverty (PP)]. Logistic regression was used to characterize the association between the duration of poverty and postoperative outcomes. Principal component and generalized structural equation modeling were used to assess the effect of mediators in the achievement of Textbook Outcomes (TO). RESULTS Overall, 335,595 patients underwent lung resection (10.1%), colectomy (29.4%), coronary artery bypass graft (36.4%), or lower extremity joint replacement (24.2%). While 80.3% of patients lived in NHP, 4.4% resided in PP counties. Compared with NHP, patients residing in PP were at increased risk of serious postoperative complications [odds ratio (OR)=1.10, 95% CI: 1.05-1.15], 30-day readmission (OR=1.09, 95% CI: 1.01-1.16), 30-day mortality (OR=1.08, 95% CI: 1.00-1.17), and higher expenditures (mean difference, $1010.0, 95% CI: 643.7-1376.4) (all P <0.05). Notably, PP was associated with lower odds of achieving TO (OR=0.93, 95% CI: 0.90-0.97, P <0.001); 65% of this effect was mediated by other social determinant factors. Minority patients were less likely to achieve TO (OR=0.81, 95% CI: 0.79-0.84, P <0.001), and the disparity persisted across all poverty categories. CONCLUSIONS County-level poverty duration was associated with adverse postoperative outcomes and higher expenditures. These effects were mediated by various socioeconomic factors and were most pronounced among minority patients.
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Affiliation(s)
- Henrique A Lima
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
- Federal University of Minas Gerais School of Medicine, Belo Horizonte, Brazil
| | - Zorays Moazzam
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Selamawit Woldesenbet
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Laura Alaimo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Yutaka Endo
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Muhammad M Munir
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Chanza F Shaikh
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
| | - Vivian Resende
- Federal University of Minas Gerais School of Medicine, Belo Horizonte, Brazil
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, OH
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Vij N, Bingham J, Chen A, Irwin C, Leber C, Schwartz K, Schmidt K. Race and Sex Disparities in Lower Extremity Total Joint Arthroplasty: A Retrospective Database Study. Cureus 2023; 15:e42485. [PMID: 37637575 PMCID: PMC10452050 DOI: 10.7759/cureus.42485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/25/2023] [Indexed: 08/29/2023] Open
Abstract
INTRODUCTION Total joint arthroplasty (TJA) is successful in improving health-related quality of life. However, outcomes vary in the literature due to modifiable and non-modifiable factors. Modifiable factors consist of body mass index (BMI), nutrition, and tobacco use. Non-modifiable risk factors include age, race, sex, and socioeconomic status. Prior literature has focused on racial disparities in terms of the utilization of lower extremity arthroplasty. The purpose of this study is to determine the effect of race and sex on the in-hospital complication rate, length of stay, and charges associated with primary TJA. METHODS This retrospective cohort utilized complex survey data from the National Inpatient Sample (NIS) between 2016 and 2019. The use of the International Classification of Disease-10 Procedure Codes (ICD-10 PCS) for right hip, left hip, right knee, and left knee TJA yielded a preliminary total of 2,660,280 patients. The exclusion criteria were bilateral arthroplasty and concomitant unilateral hip and knee arthritis. Major complications were defined as acute myocardial infarction, cardiac arrest, pulmonary embolism, adult respiratory distress syndrome, stroke, shock, and septicemia. Odds ratio (OR) and beta coefficients were adjusted for age, sex, primary payer, hospital region, hospital teaching status, and year. Total charges were adjusted for inflation using the Consumer Price Index data reported by the US Bureau of Labor Statistics. RESULTS A total of 2,589,510 patients met our inclusion criteria; 87.6%, 5.9%, 4.8%, 1.4%, and 0.3% of people were 'White', 'Black', 'Hispanic', 'Asian, or Pacific Islander', and 'Native American', as defined by the National (Nationwide) Inpatient Sample (NIS) Variable 'RACE'. Black individuals experienced a significantly greater major complication rate compared to White individuals (0.87% vs. 0.74%, OR 1.25, p-value = 0.0004). Black and Hispanic individuals experienced a significantly greater minor complication rate compared to White individuals (6.39% vs. 4.12%, odds ratio (OR) 1.61, p-value < 0.0001; 4.68% vs. 4.12%, OR 1.17, p-value < 0.0001). Black, Hispanic, Asian or Pacific Islander, and Native American individuals stayed, on average, 0.33, 0.19, 0.19, and 0.25 days longer than White individuals (2.78, 2.54, 2.55, 2.56 vs. 2.37 days, p<0.0001). None of these statistically significant differences exceeded the established minimal clinically important difference of two days. Black, Hispanic, and Asian or Pacific Islander patients were charged $5,751, $18,656, and $12,119 more than White patients ($72,122, $85,027, $78,490, and $59,297 vs. $66,371, p ≤ 0.0165). Native American patients were charged $7,074 less than White patients ($59,297 vs. $66,371, p < 0.0001). CONCLUSIONS Black and Hispanic TJA patients may have higher complication rates than White TJA patients. The differences in length of stay between race groups may not affect outcomes. Hispanic patients received significantly more charges than White patients, and Native American patients received significantly fewer charges than White patients after controlling for non-modifiable risk factors. Addressing the charge disparities may reduce the total national cost burden associated with TJA. The present study highlights the need for further studies on healthcare outcomes related to race and sex.
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Affiliation(s)
- Neeraj Vij
- Department of Orthopaedic Surgery, University of Kansas School of Medicine - Wichita, Wichita, USA
| | - Joshua Bingham
- Department of Orthopaedic Surgery, Mayo Clinic, Phoenix, USA
| | - Antonia Chen
- Department of Orthopaedic Surgery, Brigham and Women's Hospital, Boston, USA
| | - Chase Irwin
- Department of Biostatistics, University of Arizona College of Medicine - Phoenix, Phoenix, USA
| | - Christian Leber
- Department of Medicine, University of Arizona College of Medicine - Phoenix, Phoenix, USA
| | - Kendall Schwartz
- Department of Medicine, University of Arizona College of Medicine - Phoenix, Phoenix, USA
| | - Kenneth Schmidt
- Department of Orthopaedic Surgery, OrthoArizona, Phoenix, USA
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30
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Zareef U, Paul RW, Sudah SY, Erickson BJ, Menendez ME. Influence of Race on Utilization and Outcomes in Shoulder Arthroplasty: A Systematic Review. JBJS Rev 2023; 11:01874474-202306000-00015. [PMID: 37335835 DOI: 10.2106/jbjs.rvw.23.00003] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
BACKGROUND Studies have shown that utilization and outcomes after shoulder arthroplasty vary by sociodemographic factors, highlighting disparities in care. This systematic review synthesized all available literature regarding the relationship between utilization and outcomes of shoulder arthroplasty and race/ethnicity. METHODS Studies were identified using PubMed, MEDLINE (through Ovid), and CINAHL databases. All English language studies of Level I through IV evidence that specifically evaluated utilization and/or outcomes of hemiarthroplasty, total shoulder arthroplasty, or reverse shoulder arthroplasty by race and/or ethnicity were included. Outcomes of interest included rates of utilization, readmission, reoperation, revision, and complications. RESULTS Twenty-eight studies met inclusion criteria. Since the 1990s, Black and Hispanic patients have demonstrated a lower utilization rate of shoulder arthroplasty compared with White patients. Although utilization has increased among all racial groups throughout the present decade, the rate of increase is greater for White patients. These differences persist in both low-volume and high-volume centers and are independent of insurance status. Compared with White patients, Black patients have a longer postoperative length of stay after shoulder arthroplasty, worse preoperative and postoperative range of motion, a higher likelihood of 90-day emergency department visits, and a higher rate of postoperative complications including venous thromboembolism, pulmonary embolism, myocardial infarction, acute renal failure, and sepsis. Patient-reported outcomes, including the American Shoulder and Elbow Surgeon's score, did not differ between Black and White patients. Hispanics had a significantly lower revision risk compared with White patients. One-year mortality did not differ significantly between Asians, Black patients, White patients, and Hispanics. CONCLUSION Shoulder arthroplasty utilization and outcomes vary by race and ethnicity. These differences may be partly due to patient factors such as cultural beliefs, preoperative pathology, and access to care, as well as provider factors such as cultural competence and knowledge of health care disparities. LEVEL OF EVIDENCE Level IV. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Usman Zareef
- Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Ryan W Paul
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, Philadelphia, Pennsylvania
- Hackensack Meridian School of Medicine, Nutley, New Jersey
| | - Suleiman Y Sudah
- Department of Orthopaedic Surgery, Rutgers Health Monmouth Medical Center, Long Branch, New Jersey
| | - Brandon J Erickson
- Department of Orthopaedic Surgery, Rothman Orthopaedic Institute, New York, New York
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31
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Salimy MS, Humphrey TJ, Katakam A, Melnic CM, Heng M, Bedair HS. Which Factors Are Considered by Patients When Considering Total Joint Arthroplasty? A Discrete-choice Experiment. Clin Orthop Relat Res 2023; 481:427-437. [PMID: 36111881 PMCID: PMC9928758 DOI: 10.1097/corr.0000000000002358] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2022] [Accepted: 07/19/2022] [Indexed: 01/31/2023]
Abstract
BACKGROUND TKA and THA are major surgical procedures, and they are associated with the potential for serious, even life-threatening complications. Patients must weigh the risks of these complications against the benefits of surgery. However, little is known about the relative importance patients place on the potential complications of surgery compared with any potential benefit the procedures may achieve. Furthermore, patient preferences may often be discordant with surgeon preferences regarding the treatment decision-making process. A discrete-choice experiment (DCE) is a quantitative survey technique designed to elicit patient preferences by presenting patients with two or more hypothetical scenarios. Each scenario is composed of several attributes or factors, and the relative extent to which respondents prioritize these attributes can be quantified to assess preferences when making a decision, such as whether to pursue lower extremity arthroplasty. QUESTIONS/PURPOSES In this DCE, we asked: (1) Which patient-related factors (such as pain and functional level) and surgery-related factors (such as the risk of infection, revision, or death) are influential in patients' decisions about whether to undergo lower extremity arthroplasty? (2) Which of these factors do patients emphasize the most when making this decision? METHODS A DCE was designed with the following attributes: pain; physical function; return to work; and infection risks, reoperation, implant failure leading to premature revision, deep vein thrombosis, and mortality. From October 2021 to March 2022, we recruited all new patients to two arthroplasty surgeons' clinics who were older than 18 years and scheduled for a consultation for knee- or hip-related complaints who had no previous history of a primary TKA or THA. A total of 56% (292 of 517) of new patients met the inclusion criteria and were approached with the opportunity to complete the DCE. Among the cohort, 51% (150 of 292) of patients completed the DCE. Patients were administered the DCE, which consisted of 10 hypothetical scenarios that had the patient decide between a surgical and nonsurgical outcome, each consisting of varying levels of eight attributes (such as infection, reoperation, and ability to return to work). A subsequent demographic questionnaire followed this assessment. To answer our first research question about the patient-related and surgery-related factors that most influence patients' decisions to undergo lower extremity arthroplasty, we used a conditional logit regression to control for potentially confounding attributes from within the DCE and determine which variables shifted a patient's determination to pursue surgery. To answer our second question, about which of these factors received the greatest priority by patients, we compared the relevant importance of each factor, as determined by each factor's beta coefficient, against each other influential factor. A larger absolute value of beta coefficient reflects a relatively higher degree of importance placed on a variable compared with other variables within our study. Of the respondents, 57% (85 of 150) were women, and the mean age at the time of participation was 64 ± 10 years. Most respondents (95% [143 of 150]) were White. Regarding surgery, 38% (57 of 150) were considering THA, 59% (88 of 150) were considering TKA, and 3% (5 of 150) were considering both. Among the cohort, 49% (74 of 150) of patients reported their average pain level as severe, or 7 to 10 on a scale from 0 to 10, and 47% (71 of 150) reported having 50% of full physical function. RESULTS Variables that were influential to respondents when deciding on lower extremity total joint arthroplasty were improvement from severe pain to minimal pain (β coefficient: -0.59 [95% CI -0.72 to -0.46]; p < 0.01), improvement in physical function level from 50% to 100% (β: -0.80 [95% CI -0.9 to -0.7]; p < 0.01), ability to return to work versus inability to return (β: -0.38 [95% CI -0.48 to -0.28]; p < 0.01), and the surgery-related factor of risk of infection (β: -0.22 [95% CI -0.30 to -0.14]; p < 0.01). Improvement in physical function from 50% to 100% was the most important for patients making this decision because it had the largest absolute coefficient value of -0.80. To improve physical function from 50% to 100% and reduce pain from severe to minimal because of total joint arthroplasty, patients were willing to accept a hypothetical absolute (and not merely an incrementally increased) 37% and 27% risk of infection, respectively. When we stratified our analysis by respondents' preoperative pain levels, we identified that only patients with severe pain at the time of their appointment found the risk of infection influential in their decision-making process (β: -0.27 [95% CI -0.37 to -0.17]; p = 0.01) and were willing to accept a 24% risk of infection to improve their physical functioning from 50% to 100%. CONCLUSION Our study revealed that patients consider pain alleviation, physical function improvement, and infection risk to be the most important attributes when considering total joint arthroplasty. Patients with severe baseline pain demonstrated a willingness to take on a hypothetically high infection risk as a tradeoff for improved physical function or pain relief. Because patients seemed to prioritize postoperative physical function so highly in our study, it is especially important that surgeons customize their presentations about the likelihood an individual patient will achieve a substantial functional improvement as part of any office visit where arthroplasty is discussed. Future studies should focus on quantitatively assessing patients' understanding of surgical risks after a surgical consultation, especially in patients who may be the most risk tolerant. CLINICAL RELEVANCE Surgeons should be aware that patients with the most limited physical function and the highest baseline pain levels are more willing to accept the more potentially life-threatening and devastating risks that accompany total joint arthroplasty, specifically infection. The degree to which patients seemed to undervalue the harms of infection (based on our knowledge and perception of those harms) suggests that surgeons need to take particular care in explaining the degree to which a prosthetic joint infection can harm or kill patients who develop one.
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Affiliation(s)
- Mehdi Sina Salimy
The first three authors contributed equally to this manuscript. Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Tyler James Humphrey
The first three authors contributed equally to this manuscript. Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, MA, USA
| | - Akhil Katakam
The first three authors contributed equally to this manuscript. Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, MA, USA
| | - Christopher M. Melnic
The first three authors contributed equally to this manuscript. Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, MA, USA
| | - Marilyn Heng
The first three authors contributed equally to this manuscript. Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hany S. Bedair
The first three authors contributed equally to this manuscript. Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA- Department of Orthopaedic Surgery, Newton-Wellesley Hospital, Newton, MA, USA
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Dlott CC, O'Connor MI, Wiznia DH. The Use of Race in Risk Assessment Tools Contributes to Systemic Racism. J Racial Ethn Health Disparities 2023; 10:1-3. [PMID: 36414930 DOI: 10.1007/s40615-022-01451-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Revised: 10/17/2022] [Accepted: 11/07/2022] [Indexed: 11/23/2022]
Abstract
Many patients suffer from hip or knee osteoarthritis and elect to pursue total joint arthroplasty (TJA). Though perioperative risk is an inherent component of surgery, calculators that assess the risk of complications following TJA can help both surgeons and patients make informed decisions about the risk of surgery and aid in shared decision-making discussions. The inclusion of race in a risk calculator for readmission after TJA is flawed and unacceptable because a patient's race does not increase their risk of a complication after total joint replacement.
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Affiliation(s)
- Chloe C Dlott
- Department of Orthopaedics & Rehabilitation, Yale School of Medicine, New Haven, CT, USA.
| | - Mary I O'Connor
- Movement Is Life, Washington, DC, USA.,Vori Health, Nashville, TN, USA
| | - Daniel H Wiznia
- Department of Orthopaedics & Rehabilitation, Yale School of Medicine, New Haven, CT, USA.,Movement Is Life, Washington, DC, USA
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Magnuson JA, Griffin SA, Venkat N, Gold PA, Courtney PM, Krueger CA. Postacute Care Readmission and Resource Utilization in Patients From Socioeconomically Distressed Communities After Total Joint Arthroplasty. Clin Orthop Relat Res 2023; 481:202-210. [PMID: 35446266 PMCID: PMC9831190 DOI: 10.1097/corr.0000000000002185] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 03/04/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Racial and socioeconomic disparities have been associated with complications and poorer patient-reported outcomes after THA and TKA, but little is known regarding the variation of postacute care resource utilization based on socioeconomic difference in the communities in which patients reside. Hip and knee arthroplasty are among the most common elective orthopaedic procedures. Therefore, understanding social factors provides insight into patients at risk for readmission and the way in which these patients use other postoperative resources. This knowledge can help surgeons better understand which patients are at risk for complications or preventable readmissions and how to anticipate when additional surveillance or intervention might reduce this risk. QUESTIONS/PURPOSES (1) Do patients from communities with a higher distress level experience higher rates of readmission after THA and TKA? (2) Do patients from distressed communities have increased postoperative resource utilization? METHODS Demographics, ZIP code of residence, and Charlson comorbidity index (CCI) were recorded for each patient undergoing TKA or THA between 2016 and 2019 at two high-volume hospitals. Patients were classified according to the Distressed Communities Index (DCI) score of their ZIP code of residence. The DCI combines seven metrics of socioeconomic well-being (high school graduation, poverty rate, unemployment, housing vacancy, household income, change in employment, and change in establishment) to create a single score. ZIP codes are then classified by scores into five categories based on national quintiles (prosperous, comfortable, mid-tier, at-risk, and distressed). The DCI was chosen because it provides a single composite measure of multiple important socioeconomic factors. Multivariate analysis with logistic, negative binomial regression, or Poisson was used to investigate the association of DCI category with postoperative resource utilization while controlling forage, gender, BMI, and comorbidities. The primary outcome was 90-day readmissions. Secondary outcomes included postoperative medication prescriptions from the orthopaedic team, patient telephone calls to the surgeon's office, physical therapy sessions attended, follow-up office visits, and emergency department visits. A total of 5077 patients who underwent TKA (mean age 66 ± 9 years, 59% [2983 of 5077] are women, and 69% [3519 of 5077] are White), and 5299 who underwent THA (mean age 63 ± 11 years, 50% [2654 of 5299] are women, and 74% [3903 of 5299] are White) were included. RESULTS When adjusting for age, gender, race and CCI, readmission risk was higher in distressed communities compared with prosperous communities for patients undergoing TKA (odds ratio 1.6 [95% confidence interval 1.1 to 2.3]; p = 0.02) but not for THA. For secondary outcomes after TKA, at-risk communities had more postoperative prescriptions compared with prosperous communities, but no other differences were found. After THA, no major differences were found in the likelihood to utilize postoperative resources based on DCI category. Race was not associated with readmissions or resource utilization. CONCLUSION We found that socioeconomic distress was associated with readmission after TKA, but, after controlling for relevant confounding variables, race had no association. Patients from these communities do not demonstrate an increased or decreased use of other resources after post-TKA discharge. Increased awareness of these disparities may allow for closer monitoring and improved patient education and communication, with the goal of reducing the frequency of complications and preventable readmissions. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Justin A. Magnuson
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Sean A. Griffin
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
- Florida Atlantic University College of Medicine, Boca Raton, FL, USA
| | - Nitya Venkat
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia, PA, USA
| | - Peter A. Gold
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - P. Maxwell Courtney
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
| | - Chad A. Krueger
- Rothman Orthopaedic Institute at Thomas Jefferson University, Philadelphia, PA, USA
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Ciofoaia EI, Pillarisetty A, Constantinescu F. Health disparities in rheumatoid arthritis. Ther Adv Musculoskelet Dis 2022; 14:1759720X221137127. [PMID: 36419481 PMCID: PMC9677290 DOI: 10.1177/1759720x221137127] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 10/12/2022] [Indexed: 10/20/2023] Open
Abstract
Rheumatoid arthritis (RA) is an autoimmune disease characterized by joint inflammation that involves symmetric polyarthritis of small and large joints. Autoimmune rheumatic diseases represent a significant socioeconomic burden as they are among the leading causes of death and morbidity due to increased risk of cardiovascular disease. Health disparities in patients with rheumatoid arthritis affect outcomes, prognosis, and management of the disease.
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Affiliation(s)
- Elena I. Ciofoaia
- Division of Rheumatology, MedStar/Georgetown
Washington Hospital Center, Washington, DC, USA
| | - Anjani Pillarisetty
- Division of Rheumatology, MedStar/Georgetown
Washington Hospital Center, Washington, DC, USA
| | - Florina Constantinescu
- Division of Rheumatology, MedStar/Georgetown
Washington Hospital Center, 110 Irving Street NW, Washington, DC 20010,
USA
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Association Between Race/Ethnicity and Total Joint Arthroplasty Utilization in a Universally Insured Population. J Am Acad Orthop Surg 2022; 30:e1348-e1357. [PMID: 36044283 DOI: 10.5435/jaaos-d-22-00146] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 05/02/2022] [Indexed: 02/01/2023] Open
Abstract
INTRODUCTION Previous studies have documented racial and ethnic disparities in total joint arthroplasty (TJA) utilization in the United States. A potential mediator of healthcare disparities is unequal access to care, and studies have suggested that disparities may be ameliorated in systems of universal access. The purpose of this study was to assess whether racial/ethnic disparities in TJA utilization persist in a universally insured population of patients enrolled in a managed healthcare system. METHODS This retrospective cohort study used data from a US integrated healthcare system (2015 to 2019). Patients aged 50 years and older with a diagnosis of hip or knee osteoarthritis were included. The outcome of interest was utilization of primary total hip arthroplasty and/or total knee arthroplasty, and the exposure of interest was race/ethnicity. Incidence rate ratios (IRRs) were modeled using multivariable Poisson regression controlling for confounders. RESULTS There were 99,548 patients in the hip analysis and 290,324 in the knee analysis. Overall, 10.2% of the patients were Black, 20.5% were Hispanic, 9.6% were Asian, and 59.7% were White. In the multivariable analysis, utilization of primary total hip arthroplasty was significantly lower for all minority groups including Black (IRR, 0.55, 95% confidence interval [CI], 0.52-0.57, P < 0.0001), Hispanic (IRR, 0.63, 95% CI, 0.60-0.66, P < 0.0001), and Asian (IRR, 0.64, 95% CI, 0.61-0.68, P < 0.0001). Similarly, utilization of primary total knee arthroplasty was significantly lower for all minority groups including Black (IRR, 0.52, 95% CI, 0.49-0.54, P < 0.0001), Hispanic (IRR, 0.72, 95% CI, 0.70-0.75, P < 0.0001), and Asian (IRR, 0.60, 95% CI, 0.57-0.63, P < 0.0001) (all in comparison with White as reference). CONCLUSIONS In this study of TJA utilization in a universally insured population of patients enrolled in a managed healthcare system, disparities on the basis of race and ethnicity persisted. Additional research is required to determine the reasons for this finding and to identify interventions which could ameliorate these disparities.
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Turk RD, Li LT, Saini S, MacAskill M, Ross G, Shah SS. A Novel Comorbidity Risk Score for Predicting Post-Operative 30-day Complications in Total Shoulder Arthroplasty & Elucidation of Potential Racial Disparities. JSES Int 2022; 6:867-873. [PMID: 36353420 PMCID: PMC9637582 DOI: 10.1016/j.jseint.2022.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Background Efficient and effective preoperative identification of those patients with elevated risk may allow for more cost-effective interventions, accurate bundled payment adjustments, and overall improved patient care. Few comorbidity indices have provided clinical utility and adequate discriminative ability in the setting of complications after shoulder arthroplasty (SA). Methods The American College of Surgeons National Surgical Quality Improvement Program database was queried for anatomic and/or reverse SA procedures between 2010 and 2019. A subset of comorbidities were utilized including end-stage renal disease, history of hypertension, chronic obstructive pulmonary disease, functional status, history of bleeding disorder, and disseminated cancer. Results A total of 25,927 patients with an average age of 69.2 (standard deviation ±9.5) years were included in the study. Patients with a comorbidity risk score (CRS) at or above 2 were indicated to have at least a 29.6% 30-day postoperative complication rate after undergoing total shoulder arthroplasty, significantly higher than the described average of approximately 15%. The area under receiver operator curve for the novel CRS scoring system was 0.595, indicating fair discriminative ability to predict 30-day postoperative complications after SA. This illustrates a discriminative ability similar to that of the American Society of Anesthesiologists classification (0.584, confidence interval [CI] 0.578-0.589), modified Charlson Comorbidity Index (0.567, CI 0.561-0.573), and modified Frailty Index (0.534, CI 0.529-0.539), each of which are common comorbidity indices used for the National Surgical Quality Improvement Program database. The average CRS for the population was 0.8537 (CI 0.8011-0.8150; P < .05) while that for the Black demographic was 1.08 (CI 1.03-1.13; P < .001). Our results suggest that if the disparity in CRS among races was corrected, the average complication rate would be decreased by 2.0%. Discussion and Conclusion A higher CRS score resulted in higher rates of 30-day postoperative complications following SA. Black patients had a higher average CRS than all other races illustrating a racial disparity in comorbidity risk. Although the average complication rate of each race would still be unequal, this could mitigate some of the racial disparities observed and decrease the overall 30-day complication rate in SA. With the rise of bundled payments further increasing the need to preoperatively identify patients at high risk for costly complications, the CRS is based on easily identified, relevant comorbidities that may be an advantageous tool to identify patients at increased risk of complications following SA.
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Affiliation(s)
- Robby D. Turk
- Department of Orthopaedic Surgery, Atrium Health Musculoskeletal Institute, Charlotte, NC, USA
| | - Lambert T. Li
- Department of Orthopaedic Surgery, New England Baptist Hospital, Boston, MA, USA
| | - Sundeep Saini
- Department of Orthopaedic Surgery, New England Baptist Hospital, Boston, MA, USA
| | | | - Glen Ross
- Department of Orthopaedic Surgery, New England Baptist Hospital, Boston, MA, USA
- New England Shoulder and Elbow Center, Brighton, MA, USA
| | - Sarav S. Shah
- Department of Orthopaedic Surgery, New England Baptist Hospital, Boston, MA, USA
- New England Shoulder and Elbow Center, Brighton, MA, USA
- Corresponding author: Sarav Shah, MD, New England Baptist Hospital Sports Medicine Division 125 Parker Hill Ave Boston, MA 02120.
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Wu M, Case A, Kim BI, Cochrane NH, Nagy GA, Bolognesi MP, Seyler TM. Racial and Ethnic Disparities in the Imaging Workup and Treatment of Knee and Hip Osteoarthritis. J Arthroplasty 2022; 37:S753-S760.e2. [PMID: 35151805 DOI: 10.1016/j.arth.2022.02.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 02/03/2022] [Accepted: 02/07/2022] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND There is limited evidence on sociodemographic differences in osteoarthritis management, particularly in non-African American (AA) minorities. We sought to identify differences in imaging modalities, administration of intra-articular injections, and total joint arthroplasty (TJA) between racial/ethnic groups. METHODS We retrospectively reviewed patients presenting to outpatient clinics with a diagnosis of hip or knee osteoarthritis from January 2013 to March 2020 at a tertiary center. Univariate analyses compared differences between groups. Multivariate logistic regression analyses determined sociodemographic predictors of imaging workup and treatment. RESULTS In total, 105,873 patients were included. There were 74,769 (70.6%) Caucasian, 27,117 (25.6%) AA, 1,878 (1.8%) Hispanic, 1,479 (1.4%) Asian, and 630 (0.6%) Native American patients. Multivariate analyses demonstrated that AAs had decreased odds of undergoing a knee magnetic resonance imaging (odds ratio [OR] 0.77, P < .001) or injection (OR 0.94, P = .006). Asian patients had lower odds of receiving any hip X-ray (OR 0.72, P = .047) or knee injection (OR 0.83, P = .017). AA (total knee arthroplasty [TKA]: OR 0.51, P < .001; total hip arthroplasty [THA]: OR 0.57, P < .001), Hispanic (TKA: OR 0.69, P = .003; THA: OR 0.60, P = .006), and Asian (TKA: OR 0.73, P = .010; THA: OR 0.56, P = .010) patients had lower odds of undergoing TJA compared to Caucasians. We found that higher income quartiles had greater odds of receiving a magnetic resonance imaging and TJA, males had lower odds of receiving injections and greater odds of undergoing TJA, and Medicaid and self-pay patients had lower odds of undergoing TJA (P < .05). CONCLUSION After adjusting for sociodemographic factors, we found disparities in the imaging, administration of injections, and/or arthroplasty for AA, Asian, and Hispanic patients. Insurance status, income, and gender were also associated with imaging and treatments performed in managing hip and knee osteoarthritis.
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Affiliation(s)
- Mark Wu
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Ayden Case
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Billy I Kim
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Niall H Cochrane
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Gabriela A Nagy
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Michael P Bolognesi
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Thorsten M Seyler
- Department of Orthopaedic Surgery, Duke University Medical Center, Durham, North Carolina
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Brodeur PG, Boduch A, Kim KW, Cohen EM, Gil JA, Cruz AI. Surgeon and Facility Volumes Are Associated With Social Disparities and Post-Operative Complications After Total Hip Arthroplasty. J Arthroplasty 2022; 37:S908-S918.e1. [PMID: 35151807 DOI: 10.1016/j.arth.2022.02.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2021] [Revised: 01/27/2022] [Accepted: 02/04/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The purpose of this study is to further characterize the volume dependence of facilities and surgeons on morbidity and mortality after total hip arthroplasty (THA). METHODS Adults who underwent THA from 2009 to 2014 were identified using International Classification of Diseases, Ninth Revision, Clinical Modification and Procedural codes in the New York Statewide Planning and Research Cooperative System database. Complication rates were compared across surgeon and facility volumes using multivariable Cox proportional hazards regression controlling for factors such as the Social Deprivation Index. Surgeon and facility volumes were compared between the low and high volume using cutoffs established by prior research. RESULTS In total, 99,832 patients were included. Low volume facilities had higher rates of readmission, urinary tract infection (UTI), acute renal failure, pneumonia, surgical site infection (SSI), cellulitis, wound complications, deep vein thrombosis (DVT), in-hospital mortality, and revision. Low volume surgeons had higher rates of readmission, UTI, acute renal failure, pneumonia, SSI, acute respiratory failure, pulmonary embolism, cellulitis, wound complications, in-hospital mortality, cardiorespiratory arrest, DVT, and revision. African Americans, Hispanics, and those with federal insurance had increased rates of readmission. Those with ≥1 Charlson comorbidities or from areas of higher social deprivation had increased incidence of treatment by low volume surgeons and facilities. CONCLUSION Both low volume facilities and surgeons performing primary THA have higher rates of readmission, UTI, acute renal failure, pneumonia, SSI, cellulitis, wound complications, DVT, in-hospital mortality, and revision. Demographic disparities exist between who is treated at low vs high volume surgeons and facilities placing those groups at higher risks for complications.
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Affiliation(s)
- Peter G Brodeur
- The Warren Alpert Medical School of Brown University, Providence, RI
| | - Abigail Boduch
- Department of Orthopaedic Surgery, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Kang Woo Kim
- The Warren Alpert Medical School of Brown University, Providence, RI
| | - Eric M Cohen
- Department of Orthopaedic Surgery, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Joseph A Gil
- Department of Orthopaedic Surgery, The Warren Alpert Medical School of Brown University, Providence, RI
| | - Aristides I Cruz
- Department of Orthopaedic Surgery, The Warren Alpert Medical School of Brown University, Providence, RI
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Vina ER, Tsoukas PH, Abdollahi S, Mody N, Roth SC, Redford AH, Kwoh CK. Racial and ethnic differences in the pharmacologic management of osteoarthritis: rapid systematic review. Ther Adv Musculoskelet Dis 2022; 14:1759720X221105011. [PMID: 35794906 PMCID: PMC9251972 DOI: 10.1177/1759720x221105011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 05/16/2022] [Indexed: 11/16/2022] Open
Abstract
Background Racial and ethnic disparities in osteoarthritis (OA) patients' disease experience may be related to marked differences in the utilization and prescription of pharmacologic treatments. Objectives The main objective of this rapid systematic review was to evaluate studies that examined race/ethnic differences in the use of pharmacologic treatments for OA. Data sources and methods A literature search (PubMed and Embase) was ran on 25 February 2022. Studies that evaluated race/ethnic differences in the use of OA pharmacologic treatments were included. Two reviewers independently screened titles and abstracts and abstracted data from full-text articles. Preferred Reporting Items of Systematic Reviews and Meta-Analyses (PRISMA) guidelines were followed. Results The search yielded 3880 titles, and 17 studies were included in this review. African Americans and Hispanics were more likely than non-Hispanic Whites to use prescription non-selective non-steroidal anti-inflammatory drugs (NSAIDs) for OA. However, compared to non-Hispanic Whites with OA, African Americans and Hispanics with OA were less likely to receive a prescription for cyclooxygenase-2-selective NSAIDs and less likely to report the use of joint health supplements (i.e. glucosamine and chondroitin sulfate). There were minimal/no significant race/ethnic differences in the patient-reported use of the following OA therapies: acetaminophen, opioids, and other complementary/alternative medicines (vitamins, minerals, and herbs). There were also no significant race differences in the receipt of intra-articular therapies (i.e. glucocorticoid or hyaluronic acid). However, there is limited evidence to suggest that African Americans may be less likely than Whites to receive opioids and intra-articular therapies in some OA patient populations. Conclusion This systematic review provides an overview of the current pharmacologic options for OA, with a focus on race and ethnic differences in the use of such medical therapies.
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Affiliation(s)
- Ernest R Vina
- Section of Rheumatology, Lewis Katz School of Medicine, Temple University, 201 MOB, 3322 N. Broad Street, Philadelphia, PA 19140, USA
| | - Philip H Tsoukas
- Section of Rheumatology, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - Shahrzad Abdollahi
- Section of Rheumatology, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - Nidhi Mody
- Section of Rheumatology, Lewis Katz School of Medicine, Temple University, Philadelphia, PA, USA
| | - Stephanie C Roth
- Health Sciences Library, Temple University, Philadelphia, PA, USA
| | - Albert H Redford
- The University of Arizona Arthritis Center and Division of Rheumatology, College of Medicine, University of Arizona, Tucson, AZ, USA
| | - C Kent Kwoh
- The University of Arizona Arthritis Center and Division of Rheumatology, College of Medicine, University of Arizona, Tucson, AZ, USA
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Cohen-Levy WB, Lans J, Salimy MS, Melnic CM, Bedair HS. The Significance of Race/Ethnicity and Income in Predicting Preoperative Patient-Reported Outcome Measures in Primary Total Joint Arthroplasty. J Arthroplasty 2022; 37:S428-S433. [PMID: 35307241 DOI: 10.1016/j.arth.2022.02.041] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 02/03/2022] [Accepted: 02/10/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Utilization of total joint arthroplasty (TJA) by minorities is disproportionately low compared to Whites. Contributing factors include poorer outcomes, lower expectations, and decreased access to care. This study aimed to evaluate if race and income were predictive of preoperative patient-reported outcome measures (PROMs) and the likelihood of achieving the minimal clinically important difference (MCID) following TJA. METHODS We retrospectively reviewed 1,371 patients who underwent primary TJA between January 2018 and March 2021 in a single healthcare system. Preoperative and postoperative PROM scores were collected for Patient-Reported Outcomes Measurement Information System (PROMIS) Mental Health, PROMIS Physical Function (PF10a), and either Knee injury and Osteoarthritis Outcome Score (KOOS) or Hip disability and Osteoarthritis Outcome Score (HOOS). Demographic and comorbidity data were included as explanatory variables. Multivariable regression was used to analyze the association between predictive variables and PROM scores. RESULTS Mean preoperative PROM scores were lower for non-Whites compared to Whites. Increased median household income was associated with higher preoperative PROM scores. Non-White race was associated with lower PROMIS Mental Health and KOOS, but not PF10a or HOOS scores. Only non-White race was associated with a decreased likelihood of achieving MCID for PF10a. Neither race nor income was predictive of achieving MCID for KOOS and HOOS. CONCLUSION Non-White race/ethnicity and lower income were associated with lower preoperative PROMs prior to primary TJA. Continued research is necessary to identify the causes of this discrepancy and correct this disparity.
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Affiliation(s)
- Wayne B Cohen-Levy
- Department of Orthopaedic Surgery, School of Medicine, Case Western Reserve University, Cleveland, Ohio; Department of Orthopaedic Surgery, University Hospitals/Cleveland Medical Center, Cleveland, Ohio
| | - Jonathan Lans
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Mehdi S Salimy
- Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - Christopher M Melnic
- Department of Orthopaedic Surgery, Massachusetts General Hospital/Newton-Wellesley Hospital, Harvard Medical School, Boston, Massachusetts
| | - Hany S Bedair
- Department of Orthopaedic Surgery, Massachusetts General Hospital/Newton-Wellesley Hospital, Harvard Medical School, Boston, Massachusetts
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Can Patient-Reported Outcome Measurement Information System Measures Differentiate Patients Who Will Undergo Hip and Knee Total Joint Arthroplasty: A Retrospective Case-Control Study. J Arthroplasty 2022; 37:S56-S62. [PMID: 35196566 DOI: 10.1016/j.arth.2022.02.053] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2021] [Revised: 01/31/2022] [Accepted: 02/11/2022] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The Patient-Reported Outcome Measurement Information System (PROMIS) can be used to monitor patients in population-health-based programs. However, it is unknown which measures are most appropriate to differentiate patients who will undergo hip or knee total joint arthroplasty (TJA) in a cohort of patients with osteoarthritis. METHODS A retrospective cohort of new patients consulting for treatment from November 17, 2017 to April 20, 2020 (cases: hip: n = 157, knee: n = 112; randomly selected nonsurgical controls: hip: n = 314, knee: n = 224) was extracted from the electronic health record. We recorded demographics, comorbidity, and PROMIS scores for 8 domains (physical function, pain interference, pain intensity, anxiety, depression, sleep disturbance, ability to participate in social roles and activities, and fatigue). We performed descriptive statistics to characterize the cohorts and baseline PROMIS scores and conducted logistic regression models to determine which PROMIS domains differentiated patients undergoing hip and knee TJA. RESULTS In univariate comparisons of PROMIS domains, the hip and knee surgical cohorts differed from controls in physical function (P < .01), pain interference (P < .01), and ability to participate in social roles and activities (P < .02). In logistic regression models informed by univariate analyses, PROMIS physical function was the only PROMIS measure to differentiate undergoing surgery in both hip and knee cohorts (P < .01). CONCLUSION PROMIS physical function can differentiate TJA cases from nonsurgical controls in both hip and knee patients. These findings have implications for considering which PROMIS measures to administer in patients with hip and knee osteoarthritis.
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Dlott CC, Wiznia DH. CORR Synthesis: How Might the Preoperative Management of Risk Factors Influence Healthcare Disparities in Total Joint Arthroplasty? Clin Orthop Relat Res 2022; 480:872-890. [PMID: 35302972 PMCID: PMC9029894 DOI: 10.1097/corr.0000000000002177] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 02/24/2022] [Indexed: 01/31/2023]
Affiliation(s)
- Chloe C. Dlott
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
| | - Daniel H. Wiznia
- Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT, USA
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Cramer SW, Do TH, Palzer EF, Naik A, Rice AL, Novy SG, Hanson JT, Piazza AN, Howard MA, Huling JD, Chen CC, McGovern RA. Persistent Racial Disparities in Deep Brain Stimulation for Parkinson's Disease. Ann Neurol 2022; 92:246-254. [PMID: 35439848 PMCID: PMC9546407 DOI: 10.1002/ana.26378] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 04/15/2022] [Accepted: 04/18/2022] [Indexed: 11/16/2022]
Abstract
We sought to determine whether racial and socioeconomic disparities in the utilization of deep brain stimulation (DBS) for Parkinson's disease (PD) have improved over time. We examined DBS utilization and analyzed factors associated with placement of DBS. The odds of DBS placement increased across the study period, whereas White patients with PD were 5 times more likely than Black patients to undergo DBS. Individuals, regardless of racial background, with 2 or more comorbidities were 14 times less likely to undergo DBS. Privately insured patients were 1.6 times more likely to undergo DBS. Despite increasing DBS utilization, significant disparities persist in access to DBS. ANN NEUROL 2022;92:246–254
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Affiliation(s)
- Samuel W Cramer
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN
| | - Truong H Do
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN
| | - Elise F Palzer
- Division of Biostatistics, University of Minnesota School of Public Health, Minneapolis, MN
| | - Anant Naik
- Carle Illinois College of Medicine, University of Illinois Urbana Champaign, Champaign, IL
| | | | | | - Jacob T Hanson
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN
| | | | | | - Jared D Huling
- Division of Biostatistics, University of Minnesota School of Public Health, Minneapolis, MN
| | - Clark C Chen
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN
| | - Robert A McGovern
- Department of Neurosurgery, University of Minnesota, Minneapolis, MN.,Division of Neurosurgery, Minneapolis VA Health Care System, Minneapolis, MN
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Cunningham CO, Zhang C, Hollins M, Wang M, Singh-Tan S, Joudrey PJ. Availability of medical cannabis services by racial, social, and geographic characteristics of neighborhoods in New York: a cross-sectional study. BMC Public Health 2022; 22:671. [PMID: 35387635 PMCID: PMC8988426 DOI: 10.1186/s12889-022-13076-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Accepted: 02/16/2022] [Indexed: 11/21/2022] Open
Abstract
Background Within the United States (US), because racial/ethnic disparities in cannabis arrests continue, and cannabis legalization is expanding, understanding disparities in availability of legal cannabis services is important. Few studies report mixed findings regarding disparities in availability of legal cannabis services; none examined New York. We examined disparities in availability of medical cannabis services in New York. We hypothesized that New York census tracts with few Black or Hispanic residents, high incomes, high education levels, and greater urbanicity would have more medical cannabis services. Methods In this cross-sectional study, we used data from the 2018 US Census Bureau 5-year American Community Survey and New York Medical Marijuana Program. Main exposures were census tract characteristics, including urban–rural classification, percentage of Black and Hispanic residents, percentage of residents with bachelor’s degrees or higher, and median household income. Main outcomes were presence of at least one medical cannabis certifying provider and dispensary in each census tract. To compare census tracts’ characteristics with (vs. without) certifying providers and dispensaries, we used chi-square tests and t-tests. To examine characteristics independently associated with (vs. without) certifying providers, we used multivariable logistic regression. Results Of 4858 New York census tracts, 1073 (22.1%) had medical cannabis certifying providers and 37 (0.8%) had dispensaries. Compared to urban census tracts, suburban census tracts were 62% less likely to have at least one certifying provider (aOR = 0.38; 95% CI = 0.25–0.57). For every 10% increase in the proportion of Black residents, a census tract was 5% less likely to have at least one certifying provider (aOR = 0.95; 95% CI = 0.92–0.99). For every 10% increase in the proportion of residents with bachelor’s degrees or higher, a census tract was 30% more likely to have at least one certifying provider (aOR = 1.30; 95% CI = 1.21–1.38). Census tracts with (vs. without) dispensaries were more likely to have a higher percentage of residents with bachelor’s degrees or higher (43.7% vs. 34.1%, p < 0.005). Conclusions In New York, medical cannabis services are least available in neighborhoods with Black residents and most available in urban neighborhoods with highly educated residents. Benefits of legal cannabis must be shared by communities disproportionately harmed by illegal cannabis.
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Affiliation(s)
- Chinazo O Cunningham
- Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY, 10461, USA.
| | - Chenshu Zhang
- Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY, 10461, USA
| | - Maegan Hollins
- Northwestern University, 633 Clark St, Evanston, IL, 60208, USA
| | - Melinda Wang
- Yale School of Medicine, 333 Cedar St, New Haven, CT, 06510, USA
| | - Sumeet Singh-Tan
- Albert Einstein College of Medicine, 1300 Morris Park Ave, Bronx, NY, 10461, USA
| | - Paul J Joudrey
- Yale School of Medicine, 333 Cedar St, New Haven, CT, 06510, USA
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Abstract
The United States healthcare system underperforms in healthcare access, quality, and cost resulting in some of the poorest health outcomes among comparable countries, despite spending more of its gross national product on healthcare than any other country in the world. Within the United States, there are significant healthcare disparities based on race, ethnicity, socioeconomic status, education level, sexual orientation, gender identity, and geographic location. COVID-19 has illuminated the racial disparities in health outcomes. This article provides an overview of some of the main concepts related to health disparities generally, and in orthopaedics specifically. It provides an introduction to health equity terminology, issues of bias and equity, and potential interventions to achieve equity and social justice by addressing commonly asked questions and then introduces the reader to persistent orthopaedic health disparities specific to total hip and total knee arthroplasty.
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Affiliation(s)
- Susan Salmond
- Susan Salmond, EdD, RN, ANEF, FAAN, School of Nursing, Rutgers University-The State University of New Jersey, Newark
| | - Caroline Dorsen
- Susan Salmond, EdD, RN, ANEF, FAAN, School of Nursing, Rutgers University-The State University of New Jersey, Newark
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Usiskin I, Misra D. Racial Disparities in Elective Total Joint Arthroplasty for Osteoarthritis. ACR Open Rheumatol 2022; 4:306-311. [PMID: 34989176 PMCID: PMC8992460 DOI: 10.1002/acr2.11399] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Accepted: 08/27/2021] [Indexed: 12/27/2022] Open
Abstract
Total joint arthroplasty (TJA) is an effective elective surgical procedure for knee and hip osteoarthritis (OA), yet racial disparities in the use of and outcomes from TJA have been recognized. Racial minority individuals are less willing to undergo TJA, demonstrate worse surgical and functional outcomes, and are more likely to undergo surgery at a low‐procedure‐volume center. In this systematic review, we summarize evidence to date on racial disparities in TJA and discuss potential factors that may underlie this gap in care for patients with OA.
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Affiliation(s)
- Ilana Usiskin
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
| | - Devyani Misra
- Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, Massachusetts
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Hu DA, Hu JB, Lee A, Rubenstein WJ, Hwang KM, Ibrahim SA, Kuo AC. What Factors Lead to Racial Disparities in Outcomes After Total Knee Arthroplasty? J Racial Ethn Health Disparities 2022; 9:2317-2322. [PMID: 34642904 PMCID: PMC9633442 DOI: 10.1007/s40615-021-01168-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/01/2021] [Accepted: 10/01/2021] [Indexed: 12/29/2022]
Abstract
Total knee arthroplasty (TKA) is one of the most commonly performed, major elective surgeries in the USA. African American TKA patients on average experience worse clinical outcomes than whites, including lower improvements in patient-reported outcomes and higher rates of complications, hospital readmissions, and reoperations. The mechanisms leading to these racial health disparities are unclear, but likely involve patient, provider, healthcare system, and societal factors. Lower physical and mental health at baseline, lower social support, provider bias, lower rates of health insurance coverage, higher utilization of lower quality hospitals, and systemic racism may contribute to the inferior outcomes that African Americans experience. Limited evidence suggests that improving the quality of surgical care can offset these factors and lead to a reduction in outcome disparities.
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Affiliation(s)
- Daniel A. Hu
- Northwestern University Feinberg School of Medicine, Chicago, IL USA
| | - James B. Hu
- Irvine School of Medicine, University of California, Irvine, CA USA
| | - Ariel Lee
- Irvine School of Medicine, University of California, Irvine, CA USA
| | | | - Kevin M. Hwang
- Department of Orthopaedic Surgery, University of California, San Francisco, CA USA
| | - Said A. Ibrahim
- Department of Healthcare Policy and Research, Weill Cornell Medicine, New York City, NY USA
| | - Alfred C. Kuo
- Department of Orthopaedic Surgery, University of California, San Francisco, CA USA ,Orthopedic Surgery Section, San Francisco Veterans Affairs Health Care System, San Francisco, CA USA
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Reporting and Analyzing Demographics in the Journal of Arthroplasty: Are We Making Progress? J Arthroplasty 2021; 36:3825-3830. [PMID: 34597772 DOI: 10.1016/j.arth.2021.09.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Revised: 08/23/2021] [Accepted: 09/21/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Demographic factors, including age, sex, body mass index (BMI), race, and ethnicity have great effects on the outcomes of patients undergoing total joint arthroplasty. A portion of this data is included in nearly every study, but the completeness with which it is reported is variable. The purpose of this study is to investigate the frequency at which demographic information is reported and analyzed through formal statistical methods in randomized controlled trials (RCTs) published in the Journal of Arthroplasty (JOA). METHODS A systematic review was conducted of RCTs published in JOA between 2015 and 2019. For each study, we determined if age, sex, weight, height, BMI, race, and ethnicity were reported and/or analyzed. The overall frequency was assessed, along with the rates of reporting by individual year. Studies were evaluated using Cochrane risk-of-bias tool. RESULTS Age (96.7%), sex (96.7%), and BMI (80.4%) were reported by the majority of studies. There was very little information provided regarding race (6.2%) and ethnicity (3.8%); although both were reported at the highest frequency in 2019, the final year of articles reviewed. Sex was the most frequently analyzed variable at 11.5%. Only 1 study (0.5%) analyzed ethnicity and no studies analyzed race. CONCLUSION Although age, sex, and BMI are reported at a high rate, RCTs published in JOA rarely reported information on patient race and ethnicity. Demographics were infrequently included as part of statistical analysis. The importance of this information should be recognized and included in the analysis and interpretation of future studies.
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Regional Implicit Bias Does Not Account for Racial Disparity in Total Joint Arthroplasty Utilization. J Arthroplasty 2021; 36:3845-3849. [PMID: 34479764 DOI: 10.1016/j.arth.2021.08.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 07/23/2021] [Accepted: 08/11/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND Racial disparities surrounding the utilization of total hip and total knee arthroplasty (THA, TKA) are well documented. The Implicit Association Test (IAT) is a validated tool used to measure implicit and explicit bias. The purpose of this study is to evaluate if variations in IAT scores by geographical region in the United States (US) correspond with regional variations in THA and TKA utilization by blacks compared to whites. METHODS Data from the US Census and National Inpatient Sample from 2012 to 2014 were used to calculate THA and TKA utilization rates among Medicare-aged blacks and whites. Data were aggregated by US Census Bureau Division. Regional implicit bias was assessed by calculating a weighted average of IAT scores for each division. RESULTS Across all geographic regions and years, the surveyed population demonstrated an implicit bias favoring whites over blacks. The population adjusted ratio of white-to-black utilization of THA and TKA by geographic division varied between 0.86-1.85 and 0.87-2.01, respectively. The difference in utilization between geographic divisions reached statistical significance (P < .001). No correlation was found between the IAT scores and race-specific utilization ratios among geographic divisions. CONCLUSION Implicit bias as measured by regional IAT did not reflect THA and TKA utilization disparities. The racial disparity in utilization of THA and TKA significantly varied between divisions. The observed disparity was greater in divisions with a relatively higher proportion of blacks. To the authors' knowledge, this is the first study to evaluate the impact of implicit bias on utilization of THA and TKA.
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Disparities across Diverse Populations in the Health and Treatment of Patients with Osteoarthritis. Healthcare (Basel) 2021; 9:healthcare9111421. [PMID: 34828468 PMCID: PMC8619799 DOI: 10.3390/healthcare9111421] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 11/16/2022] Open
Abstract
The study of disparities across diverse populations regarding the health and treatment of patients with osteoarthritis (OA) is recognized as a priority for investigation and action by the National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS) and the American Academy of Orthopedic Surgeons (AAOS). OA is a common condition that increases with age, but with prevalence generally similar across racial and ethnic groups. However, disparities in the treatment of OA among racial, ethnic, and socioeconomic groups are well-documented and continue to rise and persist. The reasons are complex, likely involving a combination of patient, provider, and healthcare system factors. Treatment disparities among these different populations have an impact on clinical outcomes, healthcare, and productivity, and are projected to increase significantly with the growing diversity of the United States population. The aim of this short review is to summarize studies of racial, ethnic, and socioeconomic disparities among patients with OA in the United States, with a focus on prevalence, treatment utilization, and clinical and economic outcomes.
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