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Silvestre J, Ahn J, Harris MB, Hartsock LA, Slobogean GP. Ethnic and racial minority patients are under-represented in US clinical trials for surgical management of hip fractures. Injury 2025; 56:112413. [PMID: 40354770 DOI: 10.1016/j.injury.2025.112413] [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: 05/25/2024] [Revised: 04/29/2025] [Accepted: 05/05/2025] [Indexed: 05/14/2025]
Abstract
INTRODUCTION The impact of social determinants on clinical outcomes following surgeries for orthopaedic injuries are well-documented. In this study, we sought to quantify the representation of women, racial, and ethnic minorities in US-based clinical trials for hip fracture surgery. METHODS This was a cross-sectional analysis of patients enrolled in US-based, interventional clinical trials for hip fractures registered on ClinicalTrials.gov (2000-2022). Participation-to-prevalence ratios (PPRs) were calculated for demographic groups in clinical trials relative to their prevalence among patients receiving hip fracture surgery in the National Inpatient Sample (2006-2015). PPRs between 0.8-1.2 were considered equitable representation. PPRs<0.8 were considered underrepresentation and PPRs>1.2 were considered overrepresentation. Temporal trends were analyzed between previous (2000-2010) and contemporary (2011-2022) periods. RESULTS There were thirty-eight hip fracture clinical trials involving 6937 participants included in this study. All clinical trials reported sex, but only sixteen trials (42 %) reported race and ten trials (26 %) reported ethnicity. In total, trial participants were predominately White (89.3 %) and female (68.0 %). Few patients were non-White including Asian (7.2 %), Black (2.1 %), and Hispanic (0.8 %). Female (PPR=0.97) and male (PPR=1.07) patients had equitable representation. However, Hispanic (PPR=0.22), and African American (PPR=0.51) patients were underrepresented. White patients (PPR=1.00) had equitable representation while Asian patients were overrepresented (PPR=4.50). The rate of race (P < 0.001) and ethnicity (P = 0.010) reporting increased between previous and contemporary periods. CONCLUSION Recruitment of racial and ethnic minorities into hip fracture clinical trials remains limited. The impact of social determinants on outcomes after trauma surgery requires equitable representation of all groups in clinical trials to ensure translatability of results. Stakeholders across healthcare, industry, and government must work to address these disparities.
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Affiliation(s)
- Jason Silvestre
- Medical University of South Carolina, Charleston, SC, United States.
| | - Jaimo Ahn
- University of Michigan Medical School, Ann Arbor, MI, United States
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Mathur N, Knight J, Betancourt-Garcia M, Pequeno G, Serra-Torres M. Hip Fracture Patterns Among Hispanic Seniors: Risk Factors and Implications. Cureus 2025; 17:e80463. [PMID: 40091905 PMCID: PMC11908818 DOI: 10.7759/cureus.80463] [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: 03/05/2025] [Indexed: 03/19/2025] Open
Abstract
Background Hip fractures are a major cause of morbidity and mortality in the growing US geriatric population, with the majority resulting from falls. They are associated with a significant loss of independence and impose a substantial financial burden on healthcare systems worldwide. The Rio Grande Valley (RGV), a medically underserved region with a predominantly Hispanic population, faces high rates of chronic conditions such as diabetes and obesity, which may influence fracture patterns and outcomes. This study examines hip fractures in a predominantly Hispanic geriatric cohort, focusing on the impact of diabetes and obesity on fracture type, with the goal of informing targeted prevention and treatment strategies. Methods This retrospective cohort study was conducted at a Level 1 Trauma Center along the US-Mexico border. The study included hip fracture cases caused by falls in patients aged 65 and older over a three-year period, excluding periprosthetic and pathologic fractures. Fractures were stratified as intracapsular (femoral head/neck) or extracapsular (intertrochanteric, subtrochanteric, and greater/lesser trochanter). Treatment strategies included arthroplasty, osteosynthesis, or conservative management. Outcome measures included one-year all-cause mortality, length of stay (LOS), readmission rates, and complications such as deep vein thrombosis (DVT), pulmonary embolism (PE), fat embolism, pressure ulcers, and surgical site infections (SSIs). Statistical analyses assessed associations between fracture type, patient characteristics, treatment strategies, and outcomes. Results The study included 412 patients, of whom 85.2% (351) were Hispanic and 71.4% (294) were female, with a mean age of 80.6 years and a body mass index (BMI) of 25.5 kg/m2. Higher age (mean: 81.3 years, p=0.033), lower BMI (25.0 vs. 26.2, p=0.019), and Hispanic ethnicity (OR: 1.98, p=0.026) were associated with extracapsular fractures. Non-surgical management was associated with a significantly higher one-year mortality rate (n=6; 20.7%; p=0.004). Surgery performed more than 48 hours after arrival prolonged hospital stay (7.96 vs. 5.73 days for <24 hours, p<0.001). The overall one-year mortality rate was 5.6% (23), with older age (OR: 1.08, p=0.034), COPD (OR: 5.24, p=0.015), and cirrhosis (OR: 8.69, p=0.024) as significant predictors. Prolonged immobilization (OR: 2.68, p=0.016) and diabetes (OR: 3.89, p=0.002) increased complication rates. Conclusion Aging, comorbidities, and Hispanic ethnicity increased extracapsular fracture risk, while a higher BMI was predictive for intracapsular fractures. The one-year mortality rate of 5.6% highlighted the Hispanic paradox, suggesting a survival advantage despite the presence of multiple comorbidities and risk factors. Ultimately, these findings emphasize the necessity of targeted intervention strategies, including fall prevention programs, bone health education, and culturally tailored healthcare approaches. Addressing ethnic and socioeconomic disparities in osteoporosis screening and fracture management remains essential for improving outcomes and reducing hip fracture occurrence within this high-risk population.
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Affiliation(s)
- Nikhil Mathur
- Trauma Research, Doctors Hospital at Renaissance Health System, Institute for Research and Development, Edinburg, USA
| | - John Knight
- Trauma Research, Doctors Hospital at Renaissance Health System, Institute for Research and Development, Edinburg, USA
| | - Monica Betancourt-Garcia
- Trauma Research, Doctors Hospital at Renaissance Health System, Institute for Research and Development, Edinburg, USA
| | - Gregery Pequeno
- Trauma Research, Doctors Hospital at Renaissance Health System, Institute for Research and Development, Edinburg, USA
| | - Michael Serra-Torres
- Orthopedics and Trauma, Doctors Hospital at Renaissance Health System, Edinburg, USA
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Silvestre J, Ahn J, Dehghan N, Gitajn IL, Slobogean GP, Harris MB. Analysis of the diversity pipeline for the orthopedic trauma surgeon workforce in the United States. Injury 2024; 55:111695. [PMID: 38959676 DOI: 10.1016/j.injury.2024.111695] [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: 01/28/2024] [Revised: 05/23/2024] [Accepted: 06/19/2024] [Indexed: 07/05/2024]
Abstract
INTRODUCTION There is a lack of research on the state of racial, ethnic, and gender diversity in the emerging orthopedic trauma workforce. The purpose of this study was to analyze the training pathway for diverse candidates in orthopedic trauma as it relates to race, ethnicity, and sex. METHODS Self-reported demographic data were compared among allopathic medical students, orthopedic surgery residents, orthopedic trauma fellows, and the general population in the United States (2013-2022). Race categories consisted of White, Asian, Black, and Native American/Alaskan Native (NA/AN), and Native Hawaiian/Pacific Islander (NH/PI). Ethnicity categories were Hispanic/Latino or non-Hispanic/Latino. Sex categories were male and female. Representation was calculated at each stage of accredited training. Participation-to-prevalence ratios (PPRs) quantified the equitable representation of demographic groups in the emerging orthopedic trauma workforce relative to the US population. PPR thresholds were used to classify representation as overrepresented (PPR > 1.2), equitable (PPR = 0.8-1.2), and underrepresented (PPR < 0.8). RESULTS Relative to medical school and orthopedic surgery residency, fewer female (48.5 % vs 16.7 % vs 18.7 %, P < 0.001), Hispanic (6.1 % vs 4.5 % vs 2.6 %, P < 0.001), Black (6.9 % vs 5.0 % vs 3.1 %, P < 0.001), and Asian (24.0 % vs 14.3 % vs 12.2 %, P < 0.001) trainees existed in orthopedic trauma fellowship training. In contrast, more male (51.5 % vs 83.3 % vs 81.3 %, P < 0.001) and White (62.8 % vs 79.1 % vs 84.0 %, P < 0.001) trainees existed in orthopedic trauma fellowship relative to earlier training stages. There were zero NA/AN or NH/PI trainees in orthopedic trauma (PPR = 0). Relative to the US population, Hispanic (PPR = 0.14), Black (PPR = 0.25), and female (PPR = 0.37) trainees were underrepresented in orthopedic trauma. In contrast, Asian (PPR = 2.04), male (PPR = 1.64), and White (PPR = 1.36) trainees were overrepresented in orthopedic trauma. CONCLUSION Women, racial, and ethnic minorities are underrepresented in the emerging orthopedic trauma workforce relative to the US population, and earlier stages of training. Targeted recruitment and guided mentorship of these groups may lead to greater interest, engagement, and diversity in orthopedic trauma.
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Affiliation(s)
- Jason Silvestre
- Medical University of South Carolina, Charleston, SC, United States.
| | - Jaimo Ahn
- University of Michigan Medical School, Ann Arbor, MI, United States
| | - Niloofar Dehghan
- University of Arizona College of Medicine Phoenix, Phoenix, AZ, United States
| | - Ida L Gitajn
- Dartmouth-Hitchcock Medical Center, Lebanon, NH, United States
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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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Dhanjani SA, Gomez G, Rogers D, LaPorte D. Are There Racial and Ethnic Disparities in Management and Outcomes of Surgically Treated Distal Radius Fractures? Hand (N Y) 2024; 19:471-480. [PMID: 36196925 PMCID: PMC11067843 DOI: 10.1177/15589447221124248] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Racial/ethnic disparities have been demonstrated across multiple orthopedic sub-specialties. There is a paucity of literature examining disparities in distal radius fracture (DRF) management. METHODS Using the National Surgical Quality Improvement Program database, we analyzed 15 559 non-Hispanic (NH) White, NH Black, NH Asian, and Hispanic adults who underwent open reduction and internal fixation for DRF from 2013 to 2019. We evaluated time from hospital admission to surgery and length of stay using Poisson regression. Deep venous thrombosis, pulmonary embolism (PE), and wound complications were reported using descriptive statistics. Thirty-day reoperation and readmission were analyzed using binary logistic regression. RESULTS Wait time to surgery was longer for Hispanic patients than NH White patients (incidence rate ratio [IRR]: 2.54, P < .001); this narrowed over time (IRR: 0.944, P = .047). Length of stay was longer for NH Black (IRR: 1.78, P < .001) and Hispanic patients (IRR: 1.83, P < .001), but shorter for NH Asian (IRR: 0.715, P = .019) than NH White patients; this temporally narrowed for NH Black patients (IRR: 0.908, P = .001). Deep venous thrombosis, PE, and wound complications occurred at a rate less than 0.30% across all groups. Hispanic patients were less likely to undergo reoperation than NH White patients (odds ratio [OR]: 0.254, P = .003). While there was no difference in readmission between groups in the aggregated study period, NH Black patients experienced a temporal increase in readmissions relative to NH White patients (OR: 1.40, P = .038). CONCLUSIONS Racial and ethnic disparities exist in DRF management. Further investigation on causes for and solutions to combat these disparities in DRF care may help improve the inequities observed.
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Affiliation(s)
| | - Gabriela Gomez
- The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Davis Rogers
- The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Dawn LaPorte
- The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Vazquez S, Dominguez JF, Jacoby M, Rahimi M, Grant C, DelBello D, Salik I. Poor socioeconomic status is associated with delayed femoral fracture fixation in adolescent patients. Injury 2023; 54:111128. [PMID: 37875032 DOI: 10.1016/j.injury.2023.111128] [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: 04/07/2023] [Revised: 10/06/2023] [Accepted: 10/13/2023] [Indexed: 10/26/2023]
Abstract
INTRODUCTION Healthcare disparities continue to exist in pediatric orthopedic care. Femur fractures are the most common diaphyseal fracture and the leading cause of pediatric orthopedic hospitalization. Prompt time to surgical fixation of femur fractures is associated with improved outcomes. OBJECTIVE The objective of this study was to evaluate associations between socioeconomic status and timing of femoral fixation in adolescents on a nationwide level. METHODS The 2016-2020 National Inpatient Sample (NIS) database was queried using International Classification of Disease, 10th edition (ICD-10) codes for repair of femur fractures. Patients between the ages of 10 and 19 years of age with a principal diagnosis of femur fracture were selected. Patients transferred from outside hospitals were excluded. Baseline demographics and characteristics were described. Patients were categorized as poor socioeconomic status (PSES) if they were classified in the Healthcare Cost and Utilization Project's (HCUP) lowest 50th percentile median income household categories and on Medicaid insurance. The primary outcome studied was timing to femur fixation. Delayed fixation was defined as fixation occurring after 24 h of admission. Secondary outcomes included length of stay (LOS) and discharge disposition. RESULTS From 2016-2020, 10,715 adolescent patients underwent femur fracture repair throughout the United States. Of those, 765 (7.1 %) underwent late fixation. PSES and non-white race were consistently associated with late fixation, even when controlling for injury severity. Late fixation was associated with decreased rate of routine discharge (p < 0.01), increased LOS (p < 0.01) and increased total charges (p < 0.01). CONCLUSION Patients of PSES or non-white race were more likely to experience delayed femoral fracture fixation. Delayed fixation led to worse outcomes and increased healthcare resource utilization. Research studying healthcare disparities may provide insight for improved provider education, implicit bias training, and comprehensive standardization of care.
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Affiliation(s)
- Sima Vazquez
- School of Medicine, New York Medical College, Valhalla, NY, USA.
| | - Jose F Dominguez
- Department of Neurosurgery, Westchester Medical Center, Valhalla, NY, USA
| | - Michael Jacoby
- Department of Anesthesiology, Maria Fareri Children's Hospital, Westchester Medical Center, Valhalla, NY, USA
| | - Michael Rahimi
- Department of Anesthesiology, Maria Fareri Children's Hospital, Westchester Medical Center, Valhalla, NY, USA
| | - Christa Grant
- Department of Pediatric Surgery, Maria Fareri Children's Hospital, Westchester Medical Center, Valhalla, NY, USA
| | - Damon DelBello
- Department of Orthopaedic Pediatric Surgery, Maria Fareri Children's Hospita, Westchester Medical Center, Valhalla, NY, USA
| | - Irim Salik
- Department of Anesthesiology, Maria Fareri Children's Hospital, Westchester Medical Center, Valhalla, NY, USA
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7
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Hinman A, Chang R, Royse KE, Navarro R, Paxton E, Okike K. Utilization of Total Joint Arthroplasty by Rural-Urban Designation in Patients With Osteoarthritis in a Universal Coverage System. J Arthroplasty 2023; 38:2541-2548. [PMID: 37595769 DOI: 10.1016/j.arth.2023.08.030] [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: 01/26/2023] [Revised: 08/08/2023] [Accepted: 08/09/2023] [Indexed: 08/20/2023] Open
Abstract
BACKGROUND Utilization of total joint arthroplasty (TJA) is affected by differences linked to sex, race, and socioeconomic status; there is little information about how geographic variation contributes to these differences. We sought to determine whether discrepancies in TJA utilization exist in patients diagnosed with osteoarthritis (OA) based upon urban-rural designation in a universal coverage system. METHODS We conducted a cohort study using data from a US-integrated healthcare system (2015 to 2019). Patients aged ≥50 years who had a diagnosis of hip or knee OA were included. Total hip arthroplasty and total knee arthroplasty utilization (in respective OA cohorts) was evaluated by urban-rural designation (urban, mid, and rural). Incidence rate ratios (IRRs) for urban-rural regions were modeled using multivariable Poisson regressions. RESULTS The study cohort included 93,642 patients who have hip OA and 275,967 patients who had knee OA. In adjusted analysis, utilization of primary total hip arthroplasty was lower in patients living in urban areas (IRR = 0.87, 95% confidence interval = 0.81 to 0.94) compared to patients in rural regions. Similarly, total knee arthroplasty was used at a lower rate in urban areas (IRR = 0.88, 95% confidence interval = 0.82 to 0.95) compared with rural regions. We found no differences in the hip and knee groups within the mid-region. CONCLUSIONS In hip and knee OA patients enrolled in a universal coverage system, we found patients living in urban areas had lower TJA utilization compared to patients living in rural areas. Further research is needed to determine how patient location contributes to differences in elective TJA utilization. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Adrian Hinman
- Department of Orthopaedics, The Permanente Medical Group, San Leandro, California
| | - Richard Chang
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Kathryn E Royse
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Ronald Navarro
- Department of Orthopaedics, Southern California Permanente Medical Group, South Bay, California
| | - Elizabeth Paxton
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Kanu Okike
- Department of Orthopaedics, Hawaii Permanente Medical Group, Honolulu, Hawaii
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Hinman AD, Royse KE, Chan PH, Paxton EW, Navarro RA. Association Between Race/Ethnicity and 90-Day Emergency Department Visits in Patients Undergoing Elective Total Knee Arthroplasty or Total Hip Arthroplasty in a Universally Insured Population. J Arthroplasty 2023; 38:2210-2219.e1. [PMID: 37479196 DOI: 10.1016/j.arth.2023.07.012] [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: 10/27/2022] [Revised: 07/10/2023] [Accepted: 07/13/2023] [Indexed: 07/23/2023] Open
Abstract
BACKGROUND Research has identified disparities in returns to care by race/ethnicity following primary total joint arthroplasty. We sought to identify risk factors for 90-day emergency department (ED) returns following primary total knee arthroplasty (TKA) or total hip arthroplasty (THA) for these populations. METHODS Black, Hispanic, and non-Hispanic White patients who underwent elective primary unilateral TKA and THA in an integrated US healthcare system were identified. Risk factors for 90-day postoperative ED visits including patient demographics, household income and education, comorbidities, preoperative healthcare utilization, and copay data were identified with multivariable logistic regression. RESULTS Postoperative 90-day ED visits occurred in 13.3% of 79,565 TKA patients (17.2% Black; 14.9% Hispanic; 12.5% White) and 11.0% of THA patients (13.4% Black; 12.1% Hispanic; 10.7% White). Across racial/ethnic categories, patients who had an ED visit within 1 year of their TKA or THA date were more likely to have a 90-day ED return. Shared risk factors for TKA patients were chronic lung disease and outpatient utilization (25th and 75th percentile), while peripheral vascular disease was a shared risk factor for THA patients. Risk factors for multiple races of TKA and THA patients included depression, drug abuse, and psychosis. Prior copay for White (TKA) and Hispanic (TKA and THA) patients was protective, while preoperative primary care was protective for Black THA patients. CONCLUSION Future strategies to reduce postoperative ED returns should include directed patient outreach for patients who had ED visits and mental health in the year prior to TKA and THA. LEVEL OF EVIDENCE III.
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Affiliation(s)
- Adrian D Hinman
- Department of Orthopaedics, The Permanente Medical Group, San Leandro, California
| | - Kathryn E Royse
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Priscilla H Chan
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Elizabeth W Paxton
- Medical Device Surveillance & Assessment, Kaiser Permanente, San Diego, California
| | - Ronald A Navarro
- Department of Orthopaedics, Southern California Permanente Medical Group, South Bay, California
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Schloemann DT, Ricciardi BF, Thirukumaran CP. Disparities in the Epidemiology and Management of Fragility Hip Fractures. Curr Osteoporos Rep 2023; 21:567-577. [PMID: 37358663 DOI: 10.1007/s11914-023-00806-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/06/2023] [Indexed: 06/27/2023]
Abstract
PURPOSE OF REVIEW The purpose of this review is to synthesize the recently published scientific evidence on disparities in epidemiology and management of fragility hip fractures. RECENT FINDINGS There have been a number of investigations focusing on the presence of disparities in the epidemiology and management of fragility hip fractures. Race-, sex-, geographic-, socioeconomic-, and comorbidity-based disparities have been the primary focus of these investigations. Comparatively fewer studies have focused on why these disparities may exist and interventions to reduce disparities. There are widespread and profound disparities in the epidemiology and management of fragility hip fractures. More studies are needed to understand why these disparities exist and how they can be addressed.
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Affiliation(s)
- Derek T Schloemann
- Department of Orthopaedics and Physical Performance, University of Rochester Medical Center, 601 Elmwood Avenue, Rochester, NY, 14642, USA.
| | - Benjamin F Ricciardi
- Department of Orthopaedics and Physical Performance, University of Rochester Medical Center, 601 Elmwood Avenue, Rochester, NY, 14642, USA
| | - Caroline P Thirukumaran
- Department of Orthopaedics and Physical Performance, University of Rochester Medical Center, 601 Elmwood Avenue, Rochester, NY, 14642, USA
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Martinez VH, Quirarte JA, Treffalls RN, McCormick S, Martin CW, Brady CI. In-Hospital Mortality Risk and Discharge Disposition Following Hip Fractures: An Analysis of the Texas Trauma Registry. Geriatr Orthop Surg Rehabil 2023; 14:21514593231200797. [PMID: 37701926 PMCID: PMC10493052 DOI: 10.1177/21514593231200797] [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: 06/19/2023] [Revised: 08/08/2023] [Accepted: 08/11/2023] [Indexed: 09/14/2023] Open
Abstract
Background In-hospital mortality and discharge disposition following traumatic hip fractures previously reported in the literature, has mainly focused on a nationwide scale, which may not be reflective of unique populations. Objective Our aim was to characterize demographics, hospital disposition, and associated outcomes for patients with the most common hip fractures. Methods A retrospective study utilizing the Trauma Registry from the Texas Department of State Health Services. Patient demographics, injury characteristics, and outcomes, such as in-hospital mortality, and discharge dispositions, were collected. The data were analyzed via univariate analysis and multivariate regressions. Results There were 17,104 included patients, composed of 45% femoral neck fractures (FN) and 55% intertrochanteric fractures (IT). There were no differences in injury severity score (ISS) (9 ± 1.8) or age (77.4 ± 8 years old) between fracture types. In-hospital mortality risk was low but different among fracture types (intertrochanteric, 1.9% vs femoral neck, 1.3%, P = .004). However, when controlling for age, and ISS, intertrochanteric fractures and Hispanic patients were associated with higher mortality (P < .001, OR 1.5, 95% CI 1.1-2.0). Uninsured, and Black/African American (P = .05, OR 1.2, 95% CI 1.1-1.3) and Hispanic (P < .001, OR 1.2, 95% CI 1.1-1.3) patients were more likely to be discharged home after adjusting for age, ISS, and payment method. Conclusion Regardless of age, severity of the injury or admission hemodynamics, intertrochanteric fractures and Hispanic/Latino patients had an increased risk of in-hospital mortality. Patients who were uninsured, Hispanic, or Black were discharged home rather than to rehabilitation, regardless of age, ISS, or payment method.
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Affiliation(s)
- Victor H. Martinez
- School of Osteopathic Medicine, University of the Incarnate Word, San Antonio, TX, USA
| | - Jaime A. Quirarte
- University of Texas Health Science Center at Houston Department of Orthopedic Surgery, Houston, TX, USA
| | - Rebecca N. Treffalls
- School of Osteopathic Medicine, University of the Incarnate Word, San Antonio, TX, USA
| | - Sekinat McCormick
- UT Health San Antonio Department of Orthopaedics, San Antonio, TX, USA
| | - Case W. Martin
- UT Health San Antonio Department of Orthopaedics, San Antonio, TX, USA
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Engler ID, Vasavada KD, Vanneman ME, Schoenfeld AJ, Martin BI. Do Community-level Disadvantages Account for Racial Disparities in the Safety of Spine Surgery? A Large Database Study Based on Medicare Claims. Clin Orthop Relat Res 2023; 481:268-278. [PMID: 35976183 PMCID: PMC9831153 DOI: 10.1097/corr.0000000000002323] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 06/23/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Racial health disparities across orthopaedic surgery subspecialties, including spine surgery, are well established. However, the underlying causes of these disparities, particularly relating to social determinants of health, are not fully understood. QUESTIONS/PURPOSES (1) Is there a racial difference in 90-day mortality, readmission, and complication rates ("safety outcomes") among Medicare beneficiaries after spine surgery? (2) To what degree does the Centers for Disease Control and Prevention Social Vulnerability Index (SVI), a community-level marker of social determinants of health, account for racial disparities in safety outcomes? METHODS To examine racial differences in 90-day mortality, readmission, and complications after spine surgery, we retrospectively identified all 419,533 Medicare beneficiaries aged 65 or older who underwent inpatient spine surgery from 2015 to 2019; we excluded 181,588 patients with endstage renal disease or Social Security disability insurance entitlements, who were on Medicare HMO, or who had missing SVI data. Because of the nearly universal coverage of those age 65 or older, Medicare data offer a large cohort that is broadly generalizable, provides improved precision for relatively rare safety outcomes, and is free of confounding from differential insurance access across races. The Master Beneficiary Summary File includes enrollees' self-reported race based on a restrictive list of mutually exclusive options. Even though this does not fully capture the entirety of racial diversity, it is self-reported by patients. Identification of spine surgery was based on five Diagnosis Related Groups labeled "cervical fusion," "fusion, except cervical," "anterior-posterior combined fusion," "complex fusion," and "back or neck, except fusion." Although heterogeneous, these cohorts do not reflect inherently different biology that would lead us to expect differences in safety outcomes by race. We report specific types of complications that did and did not involve readmission. Although complications vary in severity, we report them as composite measures while being cognizant of the inherent limitations of making inferences based on aggregate measures. The SVI was chosen as the mediating variable because it aggregates important social determinants of health and has been shown to be a marker of high risk of poor public health response to external stressors. Patients were categorized into three groups based on a ranking of the four SVI themes: socioeconomic status, household composition, minority status and language, and housing and transportation. We report the "average race effects" among Black patients compared with White patients using nearest-neighbor Mahalanobis matching by age, gender, comorbidities, and spine surgery type. Mahalanobis matching provided the best balance among propensity-type matching methods. Before matching, Black patients in Medicare undergoing spine surgery were disproportionately younger with more comorbidities and were less likely to undergo cervical fusion. To estimate the contribution of the SVI on racial disparities in safety outcomes, we report the average race effect between models with and without the addition of the four SVI themes. RESULTS After matching on age, gender, comorbidities, and spine surgery type, Black patients were on average more likely than White patients to be readmitted (difference of 1.5% [95% CI 0.9% to 2.1%]; p < 0.001) and have complications with (difference of 1.2% [95% CI 0.5% to 1.9%]; p = 0.002) or without readmission (difference of 3.6% [95% CI 2.9% to 4.3%]; p < 0.001). Adding the SVI to the model attenuated these differences, explaining 17% to 49% of the racial differences in safety, depending on the outcome. An observed higher rate of 90-day mortality among Black patients was explained entirely by matching using non-SVI patient demographics (difference of 0.00% [95% CI -0.3% to 0.3%]; p = 0.99). However, even after adjusting for the SVI, Black patients had more readmissions and complications. CONCLUSION Social disadvantage explains up to nearly 50% of the disparities in safety outcomes between Black and White Medicare patients after spine surgery. This argument highlights an important contribution of socioeconomic circumstances and societal barriers to achieving equal outcomes. But even after accounting for the SVI, there remained persistently unequal safety outcomes among Black patients compared with White patients, suggesting that other unmeasured factors contribute to the disparities. This is consistent with evidence documenting Black patients' disadvantages within a system of seemingly equal access and resources. Research on racial health disparities in orthopaedics should account for the SVI to avoid suggesting that race causes any observed differences in complications among patients when other factors related to social deprivation are more likely to be determinative. Focused social policies aiming to rectify structural disadvantages faced by disadvantaged communities may lead to a meaningful reduction in racial health disparities. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Ian D. Engler
- Department of Orthopaedic Surgery, University of Pittsburgh, Pittsburgh, PA, USA
| | | | - Megan E. Vanneman
- Division of Epidemiology, Department of Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
- Division of Health System Innovation and Research, Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, USA
- Informatics, Decision-Enhancement and Analytic Sciences Center, VA Salt Lake City Health Care System, Salt Lake City, UT, USA
| | - Andrew J. Schoenfeld
- Department of Orthopaedic Surgery, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Brook I. Martin
- Division of Health System Innovation and Research, Department of Population Health Sciences, University of Utah School of Medicine, Salt Lake City, UT, USA
- Department of Orthopaedics, University of Utah, Salt Lake City, UT, USA
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12
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Parola R, Neal WH, Konda SR, Ganta A, Egol KA. No Differences Between White and Non-White Patients in Terms of Care Quality Metrics, Complications, and Death After Hip Fracture Surgery When Standardized Care Pathways Are Used. Clin Orthop Relat Res 2023; 481:324-335. [PMID: 35238810 PMCID: PMC9831154 DOI: 10.1097/corr.0000000000002142] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2021] [Accepted: 01/27/2022] [Indexed: 02/04/2023]
Abstract
BACKGROUND Many initiatives by medical and public health communities at the national, state, and institutional level have been centered around understanding and analyzing critical determinants of population health with the goal of equitable and nondisparate care. In orthopaedic traumatology, several studies have demonstrated that race and socioeconomic status are associated with differences in care delivery and outcomes of patients with hip fractures. However, studies assessing the effectiveness of methods to address disparities in care delivery, quality metrics, and complications after hip fracture surgery are lacking. QUESTIONS/PURPOSES (1) Are hospital quality measures (such as delay to surgery, major inpatient complications, intensive care unit admission, and discharge disposition) and outcomes (such as mortality during inpatient stay, within 30 days or within 1 year) similar between White and non-White patients at a single institution in the setting of a standardized hip fracture pathway? (2) What factors correlate with aforementioned hospital quality measures and outcomes under the standardized care pathway? METHODS In this retrospective, comparative study, we evaluated the records of 1824 patients 55 years of age or older with hip fractures from a low-energy mechanism who were treated at one of four hospitals in our urban academic healthcare system, which includes an orthopaedic tertiary care hospital, from the initiation of a standardized care pathway in October 2014 to March 2020. The standardized 4-day hip fracture pathway is comprised of medicine comanagement of all patients and delineated tasks for doctors, nursing, social work, care managers, and physical and occupational therapy from admission to expected discharge on postoperative day 4. Of the 1824 patients, 98% (1787 of 1824) of patients who had their race recorded in the electronic medical record chart (either by communicating it to a medical provider or by selecting their race from options including White, Black, Hispanic, and Asian in a patient portal of the electronic medical record) were potentially eligible. A total of 14% (249 of 1787) of patients were excluded because they did not have an in-state address. Of the included patients, 5% (70 of 1538) were lost to follow-up at 30 days and 22% (336 of 1538) were lost to follow-up at 1 year. Two groups were established by including all patients selecting White as primary race into the White cohort and all other patients in the non-White cohort. There were 1111 White patients who were 72% (801) female with mean age 82 ± 10 years and 427 non-White patients who were 64% (271) female with mean age 80 ± 11 years. Univariate chi-square and Mann-Whitney U tests of demographics were used to compare White and non-White patients and find factors to control for potentially relevant confounding variables. Multivariable regression analyses were used to control for important baseline between-group differences to (1) determine the correlation of White and non-White race on mortality, inpatient complications, intensive care unit (ICU) admissions, and discharge disposition and (2) assess the correlation of gender, socioeconomic status, insurance payor, and the Score for Trauma Triage in the Geriatric and Middle Aged (STTGMA) trauma risk score with these quality measures and outcomes. RESULTS After controlling for gender, insurer, socioeconomic status and STTGMA trauma risk score, we found that non-White patients had similar or improved care in terms of mortality and rates of delayed surgery, ICU admission, major complications, and discharge location in the setting of the standardized care pathway. Non-White race was not associated with inpatient (odds ratio 1.1 [95% CI 0.40 to 2.73]; p > 0.99), 30-day (OR 1.0 [95% CI 0.48 to 1.83]; p > 0.99) or 1-year mortality (OR 0.9 [95% CI 0.57 to 1.33]; p > 0.99). Non-White race was not associated with delay to surgery beyond 2 days (OR = 1.1 [95% CI 0.79 to 1.38]; p > 0.99). Non-White race was associated with less frequent ICU admissions (OR 0.6 [95% CI 0.42 to 0.85]; p = 0.03) and fewer major complications (OR 0.5 [95% CI 0.35 to 0.83]; p = 0.047). Non-White race was not associated with discharge to skilled nursing facility (OR 1.0 [95% CI 0.78 to 1.30]; p > 0.99), acute rehabilitation facility (OR 1.0 [95% CI 0.66 to 1.41]; p > 0.99), or home (OR 0.9 [95% CI 0.68 to 1.29]; p > 0.99). Controlled factors other than White versus non-White race were associated with mortality, discharge location, ICU admission, and major complication rate. Notably, the STTGMA trauma risk score was correlated with all endpoints. CONCLUSION In the context of a hip fracture care pathway that reduces variability from time of presentation through discharge, no differences in mortality, time to surgery, complications, and discharge disposition rates were observed beween White and non-White patients after controlling for baseline differences including trauma risk score. The pathway detailed in this study is one iteration that the authors encourage surgeons to customize and trial at their institutions, with the goal of providing equitable care to patients with hip fractures and reducing healthcare disparities. Future investigations should aim to elucidate the impact of standardized trauma care pathways through the use of the STTGMA trauma risk score as a controlled confounder or randomized trials in comparing standardized to individualized, surgeon-specific care. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
| | | | - Sanjit R. Konda
- NYU Langone Health, New York, NY, USA
- Jamaica Hospital Medical Center, New York, NY, USA
| | - Abhishek Ganta
- NYU Langone Health, New York, NY, USA
- Jamaica Hospital Medical Center, New York, NY, USA
| | - Kenneth A. Egol
- NYU Langone Health, New York, NY, USA
- Jamaica Hospital Medical Center, New York, NY, USA
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13
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Barber LA, Jacobson J, Cornell CN. Diversity, Equity, and Inclusion at HSS Journal. HSS J 2022; 18:459-461. [PMID: 36263274 PMCID: PMC9527539 DOI: 10.1177/15563316221118564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Accepted: 07/22/2022] [Indexed: 02/07/2023]
Affiliation(s)
| | | | - Charles N Cornell
- Hospital for Special Surgery, New York, NY, USA
- Weill Cornell Medicine, New York, NY, USA
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14
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Gitajn IL, Werth P, Fernandes E, Sprague S, O'Hara NN, Bzovsky S, Marchand LS, Patterson JT, Lee C, Slobogean GP. Association of Patient-Level and Hospital-Level Factors With Timely Fracture Care by Race. JAMA Netw Open 2022; 5:e2244357. [PMID: 36449289 PMCID: PMC9713603 DOI: 10.1001/jamanetworkopen.2022.44357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
IMPORTANCE Racial disparities in treatment benchmarks have been documented among older patients with hip fractures. However, these studies were limited to patient-level evaluations. OBJECTIVE To assess whether disparities in meeting fracture care time-to-surgery benchmarks exist at the patient level or at the hospital or institutional level using high-quality multicenter prospectively collected data; the study hypothesis was that disparities at the hospital-level reflecting structural health systems issues would be detected. DESIGN, SETTING, AND PARTICIPANTS This cohort study was a secondary analysis of prospectively collected data in the PREP-IT (Program of Randomized trials to Evaluate Preoperative antiseptic skin solutions in orthopaedic Trauma) program from 23 sites throughout North America. The PREP-IT trials enrolled patients from 2018 to 2021, and patients were followed for 1-year. All patients with hip and femur fractures enrolled in the PREP-IT program were included in analysis. Data were analyzed April to September 2022. EXPOSURES Patient-level and hospital-level race, ethnicity, and insurance status. MAIN OUTCOMES AND MEASURES Primary outcome measure was time to surgery based on 24-hour time-to-surgery benchmarks. Multilevel multivariate regression models were used to evaluate the association of race, ethnicity, and insurance status with time to surgery. The reported odds ratios (ORs) were per 10% change in insurance coverage or racial composition at the hospital level. RESULTS A total of 2565 patients with a mean (SD) age of 64.5 (20.4) years (1129 [44.0%] men; mean [SD] body mass index, 27.3 [14.9]; 83 [3.2%] Asian, 343 [13.4%] Black, 2112 [82.3%] White, 28 [1.1%] other) were included in analysis. Of these patients, 834 (32.5%) were employed and 2367 (92.2%) had insurance; 1015 (39.6%) had sustained a femur fracture, with a mean (SD) injury severity score of 10.4 (5.8). Five hundred ninety-six patients (23.2%) did not meet the 24-hour time-to-operating-room benchmark. After controlling for patient-level characteristics, there was an independent association between missing the 24-hour benchmark and hospital population insurance coverage (OR, 0.94; 95% CI, 0.89-0.98; P = .005) and the interaction term between hospital population insurance coverage and racial composition (OR, 1.03; 95% CI, 1.01-1.05; P = .03). There was no association between patient race and delay beyond 24-hour benchmarks (OR, 0.96; 95% CI, 0.72-1.29; P = .79). CONCLUSIONS AND RELEVANCE In this cohort study, patients who sought care from an institution with a greater proportion of patients with racial or ethnic minority status or who were uninsured were more likely to experience delays greater than the 24-hour benchmarks regardless of the individual patient race; institutions that treat a less diverse patient population appeared to be more resilient to the mix of insurance status in their patient population and were more likely to meet time-to-surgery benchmarks, regardless of patient insurance status or population-based insurance mix. While it is unsurprising that increased delays were associated with underfunded institutions, the association between institutional-level racial disparity and surgical delays implies structural health systems bias.
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Affiliation(s)
| | - Paul Werth
- Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
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15
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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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16
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Su SF, Lin SN. Effects of comprehensive geriatric care on depressive symptoms, emergency department visits, re-hospitalization and discharge to the same residence in older persons receiving hip-fracture surgery: A meta-analysis. Int J Nurs Pract 2022; 28:e13099. [PMID: 35978458 DOI: 10.1111/ijn.13099] [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: 01/03/2021] [Revised: 06/04/2022] [Accepted: 07/23/2022] [Indexed: 11/28/2022]
Abstract
AIM The aim of this study was to evaluate depressive symptoms, emergency department visits, re-hospitalization and discharge to the same residence of comprehensive geriatric care in patients receiving hip-fracture surgery. BACKGROUND Hip fractures among older persons result in restricted activities of daily living, longer hospital stays, frequent emergency department visits and re-presentation to hospital, which may increase depressive symptoms and death risk. The benefits of comprehensive geriatric care have not been determined. DESIGN A five-step Cochrane collaboration meta-analysis was used. DATA SOURCES Randomized controlled trials published from 1980 to 2020 in which comprehensive geriatric care was provided following hip-fracture surgery were retrieved from the Cochrane Library, Clinical Key, Embase, MEDLINE, OVID and PubMed databases. Indicators were depressive symptoms, emergency department visits, re-hospitalization and discharge to the same residence. REVIEW METHODS The Group Reading Assessment, Risk of Bias 2.0 tool, modified Jadad scale and Comprehensive Meta-Analysis Version 3 software were used. RESULTS Overall, 1291 patients from six randomised controlled trials were included. Comprehensive geriatric care improved depressive symptoms and lowered emergency department visits but did not improve re-hospitalization rates or discharge to the same residence. CONCLUSION Comprehensive geriatric care should include depression management and individualized care plans. Further depression-related studies are required to verify their benefits.
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Affiliation(s)
- Shu-Fen Su
- Department of Nursing, National Taichung University of Science and Technology, Taichung, Taiwan
| | - Shu-Ni Lin
- Department of Nursing, Taichung Hospital, Ministry of Health and Welfare, Taichung, Taiwan
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17
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Rudisill SS, Rahman R, Lane J, Amen TB. Letter to the Editor: No Differences Between White and Non-White Patients in Terms of Care Quality Metrics, Complications, and Death After Hip Fracture Surgery When Standardized Care Pathways are Used. Clin Orthop Relat Res 2022; 480:1623-1624. [PMID: 35728066 PMCID: PMC9278904 DOI: 10.1097/corr.0000000000002272] [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: 04/16/2022] [Accepted: 05/20/2022] [Indexed: 01/31/2023]
Affiliation(s)
| | - Rafa Rahman
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Joseph Lane
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Troy B. Amen
- Department of Orthopaedic Surgery, Hospital for Special Surgery, New York, NY, USA
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18
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Parola R, Neal WH, Konda SR, Ganta A, Egol KA. Reply to the Letter to the Editor: No Differences Between White and Non-White Patients in Terms of Care Quality Metrics, Complications, and Death After Hip Fracture Surgery When Standardized Care Pathways are Used. Clin Orthop Relat Res 2022; 480:1625-1626. [PMID: 35728067 PMCID: PMC9278942 DOI: 10.1097/corr.0000000000002277] [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: 05/12/2022] [Accepted: 05/23/2022] [Indexed: 01/31/2023]
Affiliation(s)
- Rown Parola
- New York University Langone Health, New York, NY, USA
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19
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Ottesen TD, Amick M, Kapadia A, Ziatyk EQ, Joe JR, Sequist TD, Agarwal-Harding KJ. The Unmet Need for Orthopaedic Services Among American Indian and Alaska Native Communities in the United States. J Bone Joint Surg Am 2022; 104:e47. [PMID: 35104253 DOI: 10.2106/jbjs.21.00512] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
ABSTRACT Historic and present-day marginalization has resulted in a high burden of disease and worse health outcomes for American Indian and Alaska Native (AI/AN) communities in the United States. Musculoskeletal disease is the leading cause of disability for the general population in the U.S. today. However, few have examined musculoskeletal disease burden and access to orthopaedic surgical care in the AI/AN communities. A high prevalence of hip dysplasia, arthritis, back pain, and diabetes, and a high incidence of trauma and road traffic-related mortality, suggest a disproportionately high burden of musculoskeletal pathology among the AI/AN communities and a substantial need for orthopaedic surgical services. Unfortunately, AI/AN patients face many barriers to receiving specialty care, including long travel distances and limited transportation to health facilities, inadequate staff and resources at Indian Health Service (IHS)-funded facilities, insufficient funding for referral to specialists outside of the IHS network, and sociocultural barriers that complicate health-system navigation and erode trust between patients and providers. For those who manage to access orthopaedic surgery, AI/AN patients face worse outcomes and more complications than White patients. There is an urgent need for orthopaedic surgeons to participate in improving the availability of quality orthopaedic services for AI/AN patients through training and support of local providers, volunteerism, advocating for a greater investment in the IHS Purchased/Referred Care program, expanding telemedicine capabilities, and supporting community-based participatory research activities.
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Affiliation(s)
- Taylor D Ottesen
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- Massachusetts General Hospital/Harvard Combined Orthopaedic Residency Program, Boston, Massachusetts
| | - Michael Amick
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- Yale University School of Medicine, New Haven, Connecticut
| | - Ami Kapadia
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- University of Texas Southwestern Medical Center, Dallas, Texas
| | - Elizabeth Q Ziatyk
- Department of Family Medicine, Chinle Comprehensive Healthcare Facility, Chinle, Arizona
| | - Jennie R Joe
- Department of Family and Community Medicine, University of Arizona Health Sciences, Tucson, Arizona
- Native American Research and Training Center, University of Arizona Health Sciences, Tucson, Arizona
| | - Thomas D Sequist
- Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts
- Department of Healthcare Policy, Harvard Medical School, Boston, Massachusetts
| | - Kiran J Agarwal-Harding
- Harvard Global Orthopaedics Collaborative, Boston, Massachusetts
- Department of Orthopaedic Surgery, NewYork-Presbyterian/Columbia University Irving Medical Center, New York, NY
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20
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Gupta J, Harkin EA, O'Connor K, Enobun B, O'Hara NN, O'Toole RV. Surgical factors associated with symptomatic implant removal after patella fracture. Injury 2022; 53:2241-2246. [PMID: 35341597 DOI: 10.1016/j.injury.2022.03.028] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 03/11/2022] [Accepted: 03/14/2022] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To determine whether certain types of fixation and other factors associated with the fixation could be identified that predict an increased risk of symptomatic implant removal. METHODS We conducted a retrospective cohort study at our urban academic level 1 trauma center. Patients aged ≥18 years who underwent operative fixation for patella fracture were included. The primary outcome was symptomatic implant removal after operative fixation. RESULTS Of the 186 study patients (mean age, 44 [SD 17] years, 65% male), 53 patients (28.5%) underwent symptomatic implant removal. Modifiable risk factors for symptomatic implant removal included the use of Kirschner (k)-wires (OR: 4.93; 95% CI, 1.89-14.10; p < 0.001), and a trend towards significance for implant prominence >5 mm (OR: 2.57; 95% CI, 0.93-7.93; p = 0.07). Symptomatic implant removal was also less likely in patients >45 years of age (OR: 0.14; 95% CI, 0.06-0.34; p < 0.01), of a racial minority (OR: 0.40; 95% CI, 0.17-0.88; p = 0.03), and a body mass index >25 kg/m2 (OR: 0.39; 95% CI, 0.18-0.84; p = 0.02). The final model demonstrated excellent prognostic performance, with an AUC of 0.83 (0.76-0.90). CONCLUSION We identified both modifiable and non-modifiable factors associated with symptomatic implant removal in patients with patella fractures. Surgeons should be aware that the use of k-wires and any implant prominence exceeding 5 mm might be associated with increased odds of symptomatic implant removal in patients with patella fractures.
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Affiliation(s)
- Jayesh Gupta
- From the R Adams Cowley Shock Trauma Center, Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland
| | - Elizabeth A Harkin
- From the R Adams Cowley Shock Trauma Center, Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland
| | - Katherine O'Connor
- From the R Adams Cowley Shock Trauma Center, Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland
| | - Blessing Enobun
- From the R Adams Cowley Shock Trauma Center, Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland
| | - Nathan N O'Hara
- From the R Adams Cowley Shock Trauma Center, Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland
| | - Robert V O'Toole
- From the R Adams Cowley Shock Trauma Center, Department of Orthopaedics, University of Maryland School of Medicine, Baltimore, Maryland.
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21
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Suneja N, Kong RM, Tiburzi HA, Shah NV, von Keudell AG, Harris MB, Saleh A. Racial Differences in Orthopedic Trauma Surgery. Orthopedics 2022; 45:71-76. [PMID: 35021034 DOI: 10.3928/01477447-20220105-02] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Racial discrepancies among patients in the United States undergoing orthopedic trauma surgery have not been investigated. Issues relating to socioeconomic status and access to care have played a role in the health outcomes of racial groups. In orthopedic surgery, recent joint arthroplasty literature has shown significant racial differences in the use of elective joint arthroplasty. Furthermore, studies also suggest increased rates of early complication in racial minority groups. In general, little information exists on the postoperative outcomes of racial minority groups in orthopedic surgery. We retrospectively queried the National Surgical Quality Improvement Program database to identify patients undergoing orthopedic trauma surgery between 2008 and 2016. Patients of all ages who underwent orthopedic trauma surgery were identified using Current Procedural Terminology codes. Patients classified as either Black or White were included in the study. Demographic data, comorbidities, and basic surgical data were compared between the groups. Adverse outcomes in the initial 30 days postoperative were also examined. Higher frequencies of deep wound infection (0.5% vs 0.3%, P=.002) were noted among Black patients, with decreased mortality (0.3% vs 0.6%, P=.004) and postoperative transfusion (2.7% vs 3.8%, P<.001) rates, compared with White patients. Clear differences exist in the demographic, surgical, and outcome data between Black and White patients undergoing orthopedic trauma surgery. More epidemiological studies are required to further investigate racial differences in orthopedic trauma surgery. [Orthopedics. 2022;45(2):71-76.].
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22
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Racial and Ethnic Disparities in Hip Fracture Surgery Care in the United States From 2006 to 2015: A Nationwide Trends Study. J Am Acad Orthop Surg 2022; 30:e182-e190. [PMID: 34520407 DOI: 10.5435/jaaos-d-21-00137] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2021] [Accepted: 08/12/2021] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Racial and ethnic disparities in the surgical treatment of hip fractures have been previously reported, demonstrating delayed time to surgery and worse perioperative outcomes for minority patients. However, data are lacking on how these disparities have trended over time and whether national efforts have succeeded in reducing them. The aim of this study was to investigate temporal trends in racial and ethnic disparities in perioperative metrics for patients undergoing hip fracture surgery in the United States from 2006 to 2015. METHODS The National Inpatient Sample was queried for White, Black, Hispanic, and Asian patients who underwent hip fracture surgery between 2006 and 2015. Perioperative metrics, including delayed time to surgery (≥2 calendar days from admission to surgical intervention), length of stay (LOS), total inpatient complications, and mortality, were trended over time. Changes in racial and ethnic disparities were assessed using linear and logistic regression models. RESULTS During the study period, there were persistent disparities in delayed time to surgery for White versus Black, Hispanic, and Asian patients (eg, White versus Black: 30.1% versus 39.7% in 2006 and 22% versus 28.8% in 2015, Ptrend> 0.05 for all). Although disparities in total LOS remained consistent for White versus Black patients (Ptrend= 0.97), these disparities improved for White versus Hispanic and Asian patients (eg, White versus Hispanic: 4.8 days versus 5.3 in 2006 and 4.1 days versus 4.4 in 2015, Ptrend < 0.05 for both). DISCUSSION Racial and ethnic disparities were persistent in time to surgery and discharge disposition for hip fracture surgery between White and minority patients from 2006 to 2015 in the United States. These disparities particularly affected Black patients. Although there were encouraging signs of improving disparities in the LOS, these findings highlight the need for renewed orthopaedic initiatives and healthcare reform policies aimed at reducing perioperative disparities in orthopaedic trauma care.
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Raad M, Puvanesarajah V, Wang KY, McDaniel CM, Srikumaran U, Levin AS, Morris CD. Do Disparities in Wait Times to Operative Fixation for Pathologic Fractures of the Long Bones and 30-day Complications Exist Between Black and White Patients? A Study Using the NSQIP Database. Clin Orthop Relat Res 2022; 480:57-63. [PMID: 34356036 PMCID: PMC8673988 DOI: 10.1097/corr.0000000000001908] [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: 01/06/2021] [Accepted: 06/30/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND Racial disparities in outcomes after orthopaedic surgery have been well-documented in the fields of arthroplasty, trauma, and spine surgery; however, little research has assessed differences in outcomes after surgery for oncologic musculoskeletal disease. If racial disparities exist in the treatment of patients with pathologic long bone fractures, then they should be identified and addressed to promote equity in patient care. QUESTIONS/PURPOSES (1) How do wait times between hospital admission and operative fixation for pathologic fractures of long bones differ between Black and non-Hispanic white patients, after controlling for confounding variables using propensity score matching? (2) How does the proportion of patients with 30-day postoperative complication differ between these groups after controlling for confounding variables using propensity score matching? METHODS Using the National Surgical Quality Improvement Program database, we analyzed 828 patients who underwent fixation for pathologic fractures from 2012 to 2018. This database not only provides a large enough sample of pathologic long bone fracture patients to conduct the present study, but also it contains variables such as time from hospitalization to surgery that other national databases do not. After excluding patients with incomplete data (4% of the initial cohort), 775 patients were grouped by self-reported race as Black (12% [94]) or white (88% [681]). Propensity score matching using a 1:1 nearest-neighbor match was then used to match 94 Black patients with 94 white patients according to age, gender, BMI, American Society of Anesthesiologists physical status classification, anemia, endstage renal disease, independence in performing activities of daily living, congestive heart failure, and pulmonary disease. The primary outcome of interest was the number of days between hospital admission and operative fixation, which we assessed using a Poisson regression and report as an incidence risk ratio. The secondary outcomes were the occurrences of major 30-day postoperative adverse events (failure to wean off mechanical ventilation, cerebrovascular events, renal failure, cardiovascular events, reoperation, death), minor 30-day adverse events (reintubation, wound complications, pneumonia, and thromboembolic events), and any 30-day adverse events (defined as the pooling of all adverse events, including readmissions). These outcomes were analyzed using a bivariate analysis and logistic regression with robust estimates of variance and are reported as odds ratios. Because any results on disparities rely on rigorous control of other baseline demographics, we performed this multivariable approach to ensure we were controlling for confounding variables as much as possible. RESULTS After controlling for potentially confounding variables such as age and gender, we found that Black patients had a longer mean wait time (incidence risk ratio 1.5 [95% CI 1.1 to 2.1]; p = 0.01) than white patients. After controlling for confounding variables, Black patients also had greater odds of having any postoperative adverse event (OR 2.1 [95% CI 1.1 to 3.8]; p = 0.02), including readmission (OR 3.3 [95% CI 1.5 to 7.6]; p = 0.004). CONCLUSION The racial disparities in pathologic long bone fracture care found in our study may be attributed to fundamental racial biases, as well as systemic socioeconomic disparities in the US healthcare system. Identifying and eliminating the racial, socioeconomic, and sociocultural biases that drive these disparities would improve care for patients with orthopaedic oncologic conditions. One possible way to reduce these disparities would be to implement standardized surgical care pathways for pathological long bone fractures across different institutions to minimize variation in important aspects of care, such as time to surgical fixation. Further insight is needed on the types of standardized care pathways and the implementation mechanisms that are most effective. LEVEL OF EVIDENCE Level III, therapeutic study.
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Affiliation(s)
- Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Varun Puvanesarajah
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Kevin Y. Wang
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Claire M. McDaniel
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Uma Srikumaran
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Adam S. Levin
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
- Department of Oncology, The Johns Hopkins University, Baltimore, MD, USA
| | - Carol D. Morris
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
- Department of Oncology, The Johns Hopkins University, Baltimore, MD, USA
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Lee C, McConnell ES, Wei S, Xue TM, Tsumura H, Pan W. Effect of Race/ethnicity, Insurance Status, and Area Deprivation on Hip Fracture Outcomes Among Older Adults in the United States. Clin Nurs Res 2021; 31:541-552. [PMID: 34814771 DOI: 10.1177/10547738211061216] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
This retrospective cohort study used electronic health records to explore the effect of race/ethnicity, insurance status, and area deprivation on post-discharge outcomes in older patients undergoing hip fracture surgery between 2015 and 2018 (N = 1,150). Inverse probability of treatment weight-adjusted regression analysis was used to identify the effects of the predictors on outcomes. White patients had higher 90- and 365-day readmission risks than Black patients and higher all-period readmissions than the Other racial/ethnic (Hispanic, Asian, American Indian, and Multicultural) group (p < .000). Black patients had a higher risk of 30- and 90-day readmission than the Other racial/ethnic group (p < .000). Readmission risk across 1-year follow-up was generally higher among patients from less deprived areas than more deprived areas (p < .05). The 90- and 365-day mortality risk was lower for patients from less deprived areas (vs. more deprived areas) and patients with Medicare Advantage (vs. Medicare), respectively (p < .05). Our findings can guide efforts to identify patients for additional post-discharge support. Nevertheless, the findings regarding readmission risks contrast with previous knowledge and thus require more validation studies.
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Affiliation(s)
| | - Eleanor Schildwachter McConnell
- Duke University, Durham, NC, USA.,Duke Center for the Study of Aging and Human Development, Durham, NC, USA.,Durham Veterans Affairs Healthcare System, NC, USA
| | | | | | | | - Wei Pan
- Duke University, Durham, NC, USA
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25
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Noel SE, Santos MP, Wright NC. Racial and Ethnic Disparities in Bone Health and Outcomes in the United States. J Bone Miner Res 2021; 36:1881-1905. [PMID: 34338355 PMCID: PMC8607440 DOI: 10.1002/jbmr.4417] [Citation(s) in RCA: 89] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 07/12/2021] [Accepted: 07/21/2021] [Indexed: 11/10/2022]
Abstract
Osteoporosis is a bone disease classified by deterioration of bone microarchitecture and decreased bone strength, thereby increasing subsequent risk of fracture. In the United States, approximately 54 million adults aged 50 years and older have osteoporosis or are at risk due to low bone mass. Osteoporosis has long been viewed as a chronic health condition affecting primarily non-Hispanic white (NHW) women; however, emerging evidence indicates racial and ethnic disparities in bone outcomes and osteoporosis management. The primary objective of this review is to describe disparities in bone mineral density (BMD), prevalence of osteoporosis and fracture, as well as in screening and treatment of osteoporosis among non-Hispanic black (NHB), Hispanic, and Asian adults compared with NHW adults living on the US mainland. The following areas were reviewed: BMD, osteoporosis prevalence, fracture prevalence and incidence, postfracture outcomes, DXA screening, and osteoporosis treatments. Although there are limited studies on bone and fracture outcomes within Asian and Hispanic populations, findings suggest that there are differences in bone outcomes across NHW, NHB, Asian, and Hispanic populations. Further, NHB, Asian, and Hispanic populations may experience suboptimal osteoporosis management and postfracture care, although additional population-based studies are needed. There is also evidence that variation in BMD and osteoporosis exists within major racial and ethnic groups, highlighting the need for research in individual groups by origin or background. Although there is a clear need to prioritize future quantitative and qualitative research in these populations, initial strategies for addressing bone health disparities are discussed. © 2021 American Society for Bone and Mineral Research (ASBMR).
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Affiliation(s)
- Sabrina E Noel
- Department of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, MA, USA.,Center for Population Health, University of Massachusetts Lowell, Lowell, MA, USA
| | - Michelly P Santos
- Department of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, MA, USA.,Center for Population Health, University of Massachusetts Lowell, Lowell, MA, USA
| | - Nicole C Wright
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, USA
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26
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Jarman MP, Sokas C, Dalton MK, Castillo-Angeles M, Uribe-Leitz T, Heng M, von Keudell A, Cooper Z, Salim A. The impact of delayed management of fall-related hip fracture management on health outcomes for African American older adults. J Trauma Acute Care Surg 2021; 90:942-950. [PMID: 34016918 PMCID: PMC10089229 DOI: 10.1097/ta.0000000000003149] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Black hip fracture patients experience worse health outcomes than otherwise similar White patients, but causes of these disparities are not known. We sought to determine if delays in hip fracture surgery and/or hospital structures contribute to racial disparities in hip fracture outcomes. METHODS Using 2006 to 2016 Trauma Quality Program Public Use Files, we identified hip fracture patients with primary mechanisms of fall from standing and determined surgical treatment category (no surgery, surgery within 24 hours after arrival, surgery 24-48 hours after arrival, surgery more than 48 hours after arrival) as well as hospital structure characteristics (trauma center designation, teaching status, profit status, bed size). We used generalized structural equation models to conduct path analyses and determine if hip fracture treatment and hospital characteristics mediated the relationship between race (non-Hispanic Black/non-Hispanic White) and outcomes (complications, length of stay, disposition). RESULTS Non-Hispanic Black patients were more likely than non-Hispanic White patients to receive treatment at an academic medical center (49.1% vs. 28.0%), at a hospital with >600 inpatient beds (39.5% vs. 25.3%), and at a level I or II trauma center (86.8% vs. 77.7%); were more likely to go without hip fracture repair surgery (22.8% vs. 21.4%); and were more likely to have delayed surgery >48 hours after hospital arrival (15.5% vs. 10.6%). Path analysis suggests hip fracture treatment group and hospital characteristics mediate the relationship with complications, length of stay, and disposition. CONCLUSION Non-Hispanic Black patients with fall-related hip fracture are more likely to experience delays in care, complications, and longer inpatient stays. Hospital characteristics contribute to increased risk of complications and longer length of stay, both as independent determinants of outcomes and as determinants of delays in hip fracture surgery. LEVEL OF EVIDENCE Prognostic and epidemiologic, level III.
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Affiliation(s)
- Molly P Jarman
- From the Center for Surgery and Public Health, Department of Surgery (M.P.J., C.S., M.K.D., M.C.-A., T.U.-L., Z.C.), Brigham and Women's Hospital; Department of Orthopaedic Surgery (M.H.), Massachusetts General Hospital; Department of Orthopedics Surgery (A.v.K.), Brigham and Women's Hospital; and Division of Trauma, Burns, and Surgical Critical Care, Department of Surgery (M.C.-A., Z.C., A.S.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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27
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Odonkor CA, Esparza R, Flores LE, Verduzco-Gutierrez M, Escalon MX, Solinsky R, Silver JK. Disparities in Health Care for Black Patients in Physical Medicine and Rehabilitation in the United States: A Narrative Review. PM R 2020; 13:180-203. [PMID: 33090686 DOI: 10.1002/pmrj.12509] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 09/18/2020] [Accepted: 09/28/2020] [Indexed: 01/18/2023]
Abstract
Racial health disparities continue to disproportionately affect Black persons in the United States. Black individuals also have increased risk of worse outcomes associated with social determinants of health including socioeconomic factors such as income, education, and employment. This narrative review included studies originally spanning a period of approximately one decade (December 2009-December 2019) from online databases and with subsequent updates though June 2020. The findings to date suggest pervasive inequities across common conditions and injuries in physical medicine and rehabilitation for this group compared to other racial/ethnic groups. We found health disparities across several domains for Black persons with stroke, traumatic brain injury, spinal cord injury, hip/knee osteoarthritis, and fractures, as well as cardiovascular and pulmonary disease. Although more research is needed, some contributing factors include low access to rehabilitation care, fewer referrals, lower utilization rates, perceived bias, and more self-reliance, even after adjusting for hospital characteristics, age, disease severity, and relevant socioeconomic variables. Some studies found that Black individuals were less likely to receive care that was concordant with clinical guidelines per the reported literature. Our review highlights many gaps in the literature on racial disparities that are particularly notable in cardiac, pulmonary, and critical care rehabilitation. Clinicians, researchers, and policy makers should therefore consider race and ethnicity as important factors as we strive to optimize rehabilitation care for an increasingly diverse U.S. population.
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Affiliation(s)
- Charles A Odonkor
- Department of Orthopaedics and Rehabilitation, Division of Physiatry, Yale School of Medicine, Yale New Haven Hospital, New Haven, CT, USA
| | - Rachel Esparza
- Yale School of Medicine, Yale New Haven Hospital, New Haven, CT, USA
| | - Laura E Flores
- College of Allied Health Professions, University of Nebraska Medical Center, Omaha, NE, USA
| | - Monica Verduzco-Gutierrez
- Department of Rehabilitation Medicine, Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Miguel X Escalon
- Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ryan Solinsky
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA.,Spaulding Rehabilitation Hospital, Charlestown, MA, USA
| | - Julie K Silver
- Department of Physical Medicine and Rehabilitation, Harvard Medical School, Boston, MA, USA.,Spaulding Rehabilitation Hospital, Charlestown, MA, USA.,Massachusetts General Hospital, Boston, MA, USA.,Brigham and Women's Hospital, Boston, MA, USA
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28
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Oldest old hip fracture patients: centenarians as the lowest complexity patients. Aging Clin Exp Res 2020; 32:2501-2506. [PMID: 31975287 DOI: 10.1007/s40520-020-01476-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Accepted: 01/08/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND Hip fracture leads to an increase in mortality and deterioration in the quality of life. The increase in life expectancy results in an increase in the number of oldest old patients. AIMS To analyze the characteristics of centenarian hip fracture patients and compare them with younger hip fracture patients. METHODS Retrospective study, including 176 patients (48 centenarians, 65 nonagenarians and 63 octogenarians) undergoing surgery after hip from 2009 to 2018 and followed for 1-year survival. Qualitative variables were compared by Chi-square test and quantitative variables, by Kruskal-Wallis test. Survival analysis was performed by Kaplan-Meier test and statistical differences were assessed by log-rank test. p value < 0.05 was considered statistically significant. RESULTS Centenarians showed the lowest Charlson index (p = 0.001), cognitive impairment (p < 0.001), and daily drug intake (p = 0.034). The in-hospital, 30-day and 1-year mortality rates did not show statistical significant differences. The 1-year survival analysis showed that patients died in order of age (p = 0.045). No differences were found regarding readmissions. DISCUSSION Hip fracture incidence in centenarians is increasing. Our study states the lowest complexity for centenarians. Hip fracture mortality rates have been linked to patients' age. In-hospital mortality rate has been reduced, and for the 30-day and 1-year mortality rates, we noted that mortality follows a pattern clearly related to age. CONCLUSIONS Centenarians showed the lowest comorbidity and complexity. Readmissions before 1 year, mortality rates at discharge, 30-day and 1-year follow-up were not significantly different, but 1-year survival analysis showed that patients are dying as they are ageing.
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Durdin R, Parsons CM, Dennison E, Harvey NC, Cooper C, Ward K. Ethnic Differences in Bone Microarchitecture. Curr Osteoporos Rep 2020; 18:803-810. [PMID: 33200372 PMCID: PMC7732801 DOI: 10.1007/s11914-020-00642-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/28/2020] [Indexed: 12/21/2022]
Abstract
PURPOSE OF THE REVIEW The aim of this review is to briefly introduce updates in global fracture epidemiology and then to highlight recent contributions to understanding ethnic differences in bone density, geometry and microarchitecture and consider how these might contribute to differences in fracture risk. The review focuses on studies using peripheral quantitative computed tomography techniques. RECENT FINDINGS Recent studies have contributed to our understanding of the differences in fracture incidence both between countries, as well as between ethnic groups living within the same country. In terms of understanding the reasons for ethnic differences in fracture incidence, advanced imaging techniques continue to increase our understanding, though there remain relatively few studies. It is a priority to continue to understand the epidemiology, and changes in the patterns of, fracture, as well as the underlying phenotypic and biological reasons for the ethnic differences which are observed.
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Affiliation(s)
- Ruth Durdin
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD, UK
- National Institute for Health Research Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Camille M Parsons
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD, UK
| | - Elaine Dennison
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD, UK
- National Institute for Health Research Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Nicholas C Harvey
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD, UK
- National Institute for Health Research Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Cyrus Cooper
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD, UK.
- National Institute for Health Research Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK.
- National Institute for Health Research Musculoskeletal Biomedical Research Unit, University of Oxford, Oxford, UK.
| | - Kate Ward
- MRC Lifecourse Epidemiology Unit, University of Southampton, Southampton General Hospital, Southampton, SO16 6YD, UK
- National Institute for Health Research Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
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Nayar SK, Marrache M, Ali I, Bressner J, Raad M, Shafiq B, Srikumaran U. Racial Disparity in Time to Surgery and Complications for Hip Fracture Patients. Clin Orthop Surg 2020; 12:430-434. [PMID: 33274018 PMCID: PMC7683194 DOI: 10.4055/cios20019] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Accepted: 03/05/2020] [Indexed: 11/06/2022] Open
Abstract
Backgroud Racial and ethnic disparities in orthopedic surgery may be associated with worse perioperative complications. For patients with hip fractures, studies have shown that early surgery, typically within 24 to 48 hours of admission, may decrease postoperative morbidity and mortality. Our objective was to determine whether race is associated with longer time to surgery from hospital presentation and increased postoperative complications. Methods We queried the National Surgical Quality Improvement Program database from 2011 to 2017 for patients (> 65 years) with hip fractures who underwent surgical fixation. Patients were identified using Current Procedural Terminology codes (27235, 27236, 27244, and 27245). Delayed surgery was defined as time to surgery from hospital admission that was greater than 48 hours. Time to surgery was compared between races using analysis of variance. A multivariate logistic regression analysis adjusting for comorbidities, age, sex, and surgery was performed to determine the likelihood of delayed surgery and rate of postoperative complications. Results A total of 58,456 patients who underwent surgery for a hip fracture were included in this study. Seventy-two percent were female patients and the median age was 87 years. The median time to surgery across all patients was 24 hours. African Americans had the longest time to surgery (30.4 ± 27.6 hours) compared to Asians (26.5 ± 24.6 hours), whites (25.8 ± 23.4 hours), and other races (22.7 ± 22.0 hours) (p < 0.001). After adjusting for comorbidities, age, sex, and surgery, there was a 43% increase in the odds of delayed surgery among American Africans compared to whites (odds ratio, 1.43; 95% confidence interval, 1.29-1.58; p < 0.001). Despite higher odds of reintubation, pulmonary embolism, renal insufficiency or failure, and cardiac arrest in African Americans, mortality was significantly lower compared to white patients (4.41% vs. 6.02%, p < 0.001). Asian Americans had the lowest mortality rate (3.84%). Conclusions A significant disparity in time to surgery and perioperative complications was seen amongst different races with only African Americans having a longer time to surgery than whites. Further study is needed to determine the etiology of this disparity and highlights the need for targeted strategies to help at-risk patient populations.
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Affiliation(s)
- Suresh K Nayar
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Majd Marrache
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Iman Ali
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Jarred Bressner
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Micheal Raad
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Babar Shafiq
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
| | - Uma Srikumaran
- Department of Orthopaedic Surgery, The Johns Hopkins University, Baltimore, MD, USA
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Hinman AD, Chan PH, Prentice HA, Paxton EW, Okike KM, Navarro RA. The Association of Race/Ethnicity and Total Knee Arthroplasty Outcomes in a Universally Insured Population. J Arthroplasty 2020; 35:1474-1479. [PMID: 32146110 DOI: 10.1016/j.arth.2020.02.002] [Citation(s) in RCA: 69] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 01/30/2020] [Accepted: 02/03/2020] [Indexed: 02/01/2023] Open
Abstract
BACKGROUND Prior studies have documented racial/ethnic disparities in the United States for total knee arthroplasty (TKA) outcomes. One factor cited as a potential mediator is unequal access to care. We sought to assess whether racial/ethnic disparities persist in a universally insured TKA population. METHODS A US integrated health system's total joint replacement registry was used to identify elective primary TKA (2000-2016). Racial/ethnic differences in revision and 90-day postoperative events (readmission, emergency department [ED] visit, infection, venous thromboembolism, and mortality) were analyzed using Cox proportional hazard and logistic regression with adjustment for confounders. RESULTS Of 129,402 TKA, 68.8% were white, 16.2% were Hispanic, 8.4% were black, and 6.6% were Asian. Compared to white patients, Hispanic patients had lower risks of septic revision (hazard ratio [HR] = 0.69, 95% confidence interval [CI] = 0.57-0.83) and infection (odds ratio [OR] = 0.42, 95% CI = 0.30-0.59), but a higher likelihood of ED visit (OR = 1.28, 95% CI = 1.22-1.34). Black patients had higher risks of aseptic revision (HR = 1.61, 95% CI = 1.42-1.83), readmission (OR = 1.13, 95% CI = 1.02-1.24), and ED visit (OR = 1.31, 95% CI = 1.23-1.39). Asian patients had lower risks of aseptic revision (HR = 0.67, 95% CI = 0.54-0.83), septic revision (HR = 0.78, 95% CI = 0.60-0.99), readmission (OR = 0.89, 95% CI = 0.79-1.00), and venous thromboembolism (OR = 0.59, 95% CI = 0.45-0.78). CONCLUSION We observed differences in TKA outcome, even within a universally insured population. While lower risks in some outcomes were observed for Asian and Hispanic patients, the higher risks of aseptic revision and readmission for black patients and ED visit for black and Hispanic patients warrant further research to determine reasons for these findings to mitigate disparities. LEVEL OF EVIDENCE Level III.
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Affiliation(s)
- Adrian D Hinman
- Department of Orthopaedic Surgery, The Permanente Medical Group, San Leandro, CA
| | - Priscilla H Chan
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, CA
| | | | | | - Kanu M Okike
- Department of Orthopaedic Surgery, Kaiser Moanalua Medical Center, Honolulu, HI
| | - Ronald A Navarro
- Department of Orthopaedic Surgery, Southern California Permanente Medical Group, Harbor City, CA
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32
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The association between race/ethnicity and outcomes following primary shoulder arthroplasty. J Shoulder Elbow Surg 2020; 29:886-892. [PMID: 31767351 DOI: 10.1016/j.jse.2019.09.018] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 09/18/2019] [Accepted: 09/23/2019] [Indexed: 02/01/2023]
Abstract
BACKGROUND Although prior studies have reported health disparities in total knee and hip arthroplasty, few have evaluated the effect of race/ethnicity on total shoulder arthroplasty, particularly in a setting in which patients have uniform access to care. Because the procedural volume of shoulder arthroplasty has increased dramatically over the past decade, evaluating the association between race/ethnicity and postoperative outcomes is warranted. We sought to evaluate racial/ethnic disparities in adverse postoperative events within a universally insured shoulder arthroplasty cohort in an integrated health care system. METHODS An integrated health care system's registry was used to identify patients who underwent elective primary (total or reverse) shoulder arthroplasty from 2005 to 2016. Four mutually exclusive race/ethnicity groups were investigated: white, Asian, black, and Hispanic. Racial differences were evaluated using Cox proportional hazards regression for all-cause revision and conditional logistic regression for 90-day unplanned readmissions and 90-day emergency department (ED) visits while adjusting for confounders. RESULTS Of the 8360 shoulder procedures, 2% were performed in Asian patients; 5%, black patients; 9%, Hispanic patients; and 84%, white patients. Compared with white patients, Hispanic patients had a 44% lower revision risk (hazard ratio, 0.56; 95% confidence interval, 0.33-0.97). Black patients had a 45% higher likelihood of a 90-day ED visit (odds ratio, 1.45; 95% confidence interval, 1.12-1.89). CONCLUSION We found minority groups to have revision and unplanned readmission risks that were similar to or lower than those of white patients. However, black patients had a higher likelihood of ED visits. Further investigation is needed to determine the reasons for this disparity and identify interventions to mitigate unnecessary ED visits.
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33
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Ali I, Vattigunta S, Jang JM, Hannan CV, Ahmed MS, Linton B, Kantsiper ME, Bansal A, Srikumaran U. Racial Disparities are Present in the Timing of Radiographic Assessment and Surgical Treatment of Hip Fractures. Clin Orthop Relat Res 2020; 478:455-461. [PMID: 31855593 PMCID: PMC7145060 DOI: 10.1097/corr.0000000000001091] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
BACKGROUND Hip fractures are associated with 1-year mortality rates as high as 19% to 33%. Nonwhite patients have higher mortality and lower mobility rates at 6 months postoperatively than white patients. Studies have extensively documented racial disparities in hip fracture outcomes, but few have directly assessed racial disparities in the timing of hip fracture care. QUESTIONS/PURPOSES Our purpose was to assess racial disparities in the care provided to patients with hip fractures. We asked, (1) do racial disparities exist in radiographic timing, surgical timing, length of hospital stay, and 30-day hospital readmission rates? (2) Does the hospital type modify the association between race and the outcomes of interest? METHODS We retrospectively reviewed the records of 1535 patients aged 60 years or older who were admitted to the emergency department and treated surgically for a hip fracture at one of five hospitals (three community hospitals and two tertiary hospitals) in our health system from 2015 to 2017. Multivariable generalized linear models were used to assess associations between race and the outcomes of interest. RESULTS After adjusting for patient characteristics, we found that black patients had a longer mean time to radiographic evaluation (4.2 hours; 95% confidence interval, -0.6 to 9.0 versus 1.2 hours; 95% CI, 0.1-2.3; p = 0.01) and surgical fixation (41 hours; 95% CI, 34-48 versus 34 hours 95% CI, 32-35; p < 0.05) than white patients did. Hospital type only modified the association between race and surgical timing. In community hospitals, black patients experienced a 51% (95% CI, 17%-95%; p < 0.01) longer time to surgery than white patients did; however, there were no differences in surgical timing between black and white patients in tertiary hospitals. No race-based differences were observed in the length of hospital stay and 30-day hospital readmission rates. CONCLUSIONS After adjusting for patient characteristics, we found that black patients experienced longer wait times to radiographic evaluation and surgical fixation than white patients. Hospitals should consider evaluating racial disparities in the timing of hip fracture care in their health systems. Raising awareness of these disparities and implementing unconscious bias training for healthcare providers may help mitigate these disparities and improve the timing of care for patients who are at a greater risk of delay. LEVEL OF EVIDENCE Level III, therapeutic study.
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Navarro RA, Prentice HA, Inacio MCS, Wyatt R, Maletis GB. The Association Between Race/Ethnicity and Revision Following ACL Reconstruction in a Universally Insured Cohort. J Bone Joint Surg Am 2019; 101:1546-1553. [PMID: 31483397 DOI: 10.2106/jbjs.18.01408] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND There have been few large studies involving multiethnic cohorts of patients treated with anterior cruciate ligament reconstruction (ACLR), and therefore, little is known about the role that race/ethnicity may play in the differential risk of undergoing revision surgery following primary ACLR. The purpose of this study was to evaluate whether differences exist by race/ethnicity in the risk of undergoing the elective procedure of aseptic revision in a universally insured cohort of patients who had undergone ACLR. METHODS This was a retrospective cohort study conducted using our integrated health-care system's ACLR registry and including primary ACLRs from 2008 to 2015. Race/ethnicity was categorized into the following 4 groups: non-Hispanic white, black, Hispanic, and Asian. Multivariable Cox proportional-hazard models were used to evaluate the association between race/ethnicity and revision risk while adjusting for age, sex, highest educational attainment, annual household income, graft type, and geographic region in which the ACLR was performed. RESULTS Of the 27,258 included patients,13,567 (49.8%) were white, 7,713 (28.3%) were Hispanic, 3,725 (13.7%) were Asian, and 2,253 (8.3%) were black. Asian patients (hazard ratio [HR] = 0.72; 95% confidence interval [CI] = 0.57 to 0.90) and Hispanic patients (HR = 0.83; 95% CI = 0.70 to 0.98) had a lower risk of undergoing revision surgery than did white patients. Within the first 3.5 years postoperatively, we did not observe a difference in revision risk when black patients were compared with white patients (HR = 0.86; 95% CI = 0.64 to 1.14); after 3.5 years postoperatively, black patients had a lower risk of undergoing revision (HR = 0.23; 95% CI = 0.08 to 0.63). CONCLUSIONS In a large, universally insured ACLR cohort with equal access to care, we observed Asian, Hispanic, and black patients to have a similar or lower risk of undergoing elective revision compared with white patients. These findings emphasize the need for additional investigation into barriers to equal access to care. Because of the sensitivity and complexity of race/ethnicity with surgical outcomes, continued assessment into the reasons for the differences observed, as well as any differences in other clinical outcomes, is warranted. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Ronald A Navarro
- Department of Orthopaedic Surgery, Southern California Permanente Medical Group, Harbor City, California
| | - Heather A Prentice
- Surgical Outcomes and Analysis, Kaiser Permanente, San Diego, California
| | - Maria C S Inacio
- Division of Health Sciences, Sansom Institute, University of South Australia, Adelaide, South Australia, Australia
| | - Ronald Wyatt
- Department of Orthopaedic Surgery, The Permanente Medical Group, Walnut Creek, California
| | - Gregory B Maletis
- Department of Orthopaedic Surgery, Southern California Permanente Medical Group, Baldwin Park, California
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Okike K, Chan PH, Prentice HA, Navarro RA, Hinman AD, Paxton EW. Association of Race and Ethnicity with Total Hip Arthroplasty Outcomes in a Universally Insured Population. J Bone Joint Surg Am 2019; 101:1160-1167. [PMID: 31274717 DOI: 10.2106/jbjs.18.01316] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
BACKGROUND Prior studies have documented racial and ethnic disparities in total hip arthroplasty (THA) outcomes in the U.S. The purpose of this study was to assess whether racial/ethnic disparities in THA outcomes persist in a universally insured population of patients enrolled in an integrated health-care system. METHODS A U.S. health-care system total joint replacement registry was used to identify patients who underwent elective primary THA between 2001 and 2016. Data on patient demographics, surgical procedures, implant characteristics, and outcomes were obtained from the registry. The outcomes analyzed were lifetime revision (all-cause, aseptic, and septic) and 90-day postoperative events (infection, venous thromboembolism, emergency department [ED] visits, readmission, and mortality). Racial/ethnic differences in outcomes were analyzed with use of multiple regression with adjustment for socioeconomic status and other potential confounders. RESULTS Of 72,755 patients in the study, 79.1% were white, 8.2% were black, 8.5% were Hispanic, and 4.2% were Asian. Compared with white patients, lifetime all-cause revision was lower for black (adjusted hazard ratio [HR], 0.79; 95% confidence interval [CI], 0.66 to 0.94; p = 0.007), Hispanic (adjusted HR, 0.73; 95% CI, 0.61 to 0.87; p = 0.002), and Asian (adjusted HR, 0.49; 95% CI, 0.37 to 0.66; p < 0.001) patients. Ninety-day ED visits were more common among black (adjusted odds ratio [OR], 1.15; 95% CI, 1.05 to 1.25; p = 0.002) and Hispanic patients (adjusted OR, 1.18; 95% CI, 1.08 to 1.28; p < 0.001). For all other postoperative events, minority patients had similar or lower rates compared with white patients. CONCLUSIONS In contrast to prior research, we found that minority patients enrolled in a managed health-care system had rates of lifetime reoperation and 90-day postoperative events that were generally similar to or lower than those of white patients, findings that may be related to the equal access and/or standardized protocols associated with treatment in the managed care system. However, black and Hispanic patients still had higher rates of 90-day ED visits. Further research is required to determine the reasons for this finding and to identify interventions that could reduce unnecessary ED visits. LEVEL OF EVIDENCE Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Kanu Okike
- Hawaii Permanente Medical Group, Kaiser Permanente, Honolulu, Hawaii
| | - Priscilla H Chan
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Heather A Prentice
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
| | - Ronald A Navarro
- Southern California Permanente Medical Group, Kaiser Permanente, Harbor City, California
| | - Adrian D Hinman
- Northern California Permanente Medical Group, Kaiser Permanente, San Leandro, California
| | - Elizabeth W Paxton
- Surgical Outcomes and Analysis Department, Kaiser Permanente, San Diego, California
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