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Areias AC, Janela D, Molinos M, Bento V, Moreira C, Yanamadala V, Cohen SP, Correia FD, Costa F. Exploring the Importance of Race and Gender Concordance Between Patients and Physical Therapists in Digital Rehabilitation for Musculoskeletal Conditions: Observational, Longitudinal Study. J Med Internet Res 2024; 26:e65354. [PMID: 39470695 DOI: 10.2196/65354] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Revised: 09/25/2024] [Accepted: 10/08/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND Race/ethnicity and gender concordance between patients and providers is a potential strategy to improve health care interventions. In digital health, where human interactions occur both synchronously and asynchronously, the effect of concordance between patients and providers is unknown. OBJECTIVE This study aimed to evaluate the impact of race/ethnicity or gender concordance between patients and physical therapists (PTs) in engagement and the clinical outcomes following a digital care program (DCP) in patients with musculoskeletal (MSK) conditions. METHODS This secondary analysis of 2 prospective longitudinal studies (originally focused on assessing the acceptance, engagement, and clinical outcomes after a remote DCP) examined the impact of both race/ethnicity concordance and gender concordance between patients and PTs on outcomes for a digital intervention for MSK conditions. Outcomes included engagement (measured by the completion rate and communication, assessed by text interactions), satisfaction, and clinical outcomes (response rate, ie, percentage of patients achieving at least a minimal clinically important change in pain, measured by the Numerical Pain Rating Scale [NPRS]; anxiety, measured by the Generalized Anxiety Disorder 7-item scale [GAD-7]; depression, measured by the Patient Health Questionnaire 9-item [PHQ-9]; and daily activity impairment, measured by the Work Productivity and Activity Impairment [WPAI] questionnaire). RESULTS Of 71,201 patients, 63.9% (n=45,507) were matched with their PT in terms of race/ethnicity, while 61.2% (n=43,560) were matched for gender. Concordant dyads showed a higher completion rate among White (adjusted odds ratio [aOR] 1.11, 95% CI 1.05-1.19, P<.001) and Hispanic (aOR 1.27, 95% CI 1.08-1.54, P=.009) groups, as well as women (aOR 1.10, 95% CI 1.06-1.18, P<.001), when compared to discordant dyads. High and similar levels of interaction between patients and PTs were observed across race/ethnicity and gender dyads, except for Asian concordant dyads (adjusted β coefficient 5.32, 95% CI 3.28-7.36, P<.001). Concordance did not affect satisfaction, with high values (>8.52, 95% CI 8.27-8.77) reported across all dyads. Response rates for pain, anxiety, and daily activity impairment were unaffected by race/ethnicity concordance. An exception was observed for depression, with White patients reporting a higher response rate when matched with PTs from other races/ethnicities (aOR 1.20, 95% CI 1.02-1.39, P=.02). In terms of gender, men had a slightly higher pain response rate in discordant dyads (aOR 1.08, 95% CI 1.01-1.15, P=.03) and a higher depression response rate in concordant dyads (aOR 1.23, 95% CI 1.05-1.47, P=.01). CONCLUSIONS Race/ethnicity and gender concordance between patients and PTs does not translate into higher satisfaction or improvement for most clinical outcomes, aside from a positive effect on treatment completion. These results highlight the importance of other PT characteristics, in addition to race/ethnicity or gender concordance, suggesting the potential benefit of experience, languages spoken, and cultural safety training as ways to optimize care. TRIAL REGISTRATION ClinicalTrials.gov NCT04092946, NCT05417685; https://clinicaltrials.gov/study/NCT05417685, https://clinicaltrials.gov/study/NCT04092946.
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Affiliation(s)
| | - Dora Janela
- Sword Health, Inc, Draper, UT, United States
| | | | | | - Carolina Moreira
- Sword Health, Inc, Draper, UT, United States
- Instituto de Ciências Biomédicas Abel Salazar, Porto, Portugal
| | - Vijay Yanamadala
- Sword Health, Inc, Draper, UT, United States
- Department of Surgery, Quinnipiac University Frank H Netter School of Medicine, Hamden, CT, United States
- Department of Neurosurgery, Hartford Healthcare Medical Group, Westport, CT, United States
| | - Steven P Cohen
- Northwestern Feinberg School of Medicine, Chicago, IL, United States
- Walter Reed National Military Medical Center, Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Fernando Dias Correia
- Sword Health, Inc, Draper, UT, United States
- Neurology Department, Centro Hospitalar e Universitário do Porto, Porto, Portugal
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Higgins MCSS, Seren A, Foster MV, Sturgeon DJ, Bart N, Hederstedt K, Friefeld A, Lamkin RP, Sullivan BA, Branch-Elliman W, Mull HJ. Arteriovenous Graft Failure in the Veterans Health Administration: Outcome Disparities Associated with Race. Radiology 2023; 307:e220619. [PMID: 36809217 PMCID: PMC11262058 DOI: 10.1148/radiol.220619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
Background Vascular access for ongoing hemodialysis often fails, frequently requiring repeated procedures to maintain vascular patency. While research has shown racial discrepancies in multiple aspects of renal failure treatment, there is poor understanding of how these factors might relate to vascular access maintenance procedures after arteriovenous graft (AVG) placement. Purpose To evaluate racial disparities associated with premature vascular access failure after percutaneous access maintenance procedures following AVG placement using a retrospective national cohort from the Veterans Health Administration (VHA). Materials and Methods All hemodialysis vascular maintenance procedures performed at VHA hospitals between October 2016 and March 2020 were identified. To ensure the sample represented patients who consistently used the VHA, patients without AVG placement within 5 years of their first maintenance procedure were excluded. Access failure was defined as a repeat access maintenance procedure or as hemodialysis catheter placement occurring 1-30 days after the index procedure. Multivariable logistic regression analyses were performed to calculate prevalence ratios (PRs) measuring the association between hemodialysis maintenance failure and African American race compared with all other races. Models controlled for vascular access history, patient socioeconomic status, and procedure and facility characteristics. Results In total, 1950 access maintenance procedures in 995 patients (mean age, 69 years ± 9 [SD], 1870 men) with an AVG created in one of 61 VHA facilities were identified. Most procedures involved African American patients (1169 of 1950, 60%) and patients residing in the South (1002 of 1950, 51%). Premature access failure occurred in 215 of 1950 (11%) procedures. When compared with all other races, African American race was associated with premature access site failure (PR, 1.4; 95% CI: 1.07, 1.43; P = .02). Among the 1057 procedures in 30 facilities with interventional radiology resident training programs, there was no evidence of racial disparity in the outcome (PR, 1.1; P = .63). Conclusion African American race was associated with higher risk-adjusted rates of premature arteriovenous graft failure after dialysis maintenance. © RSNA, 2023 Supplemental material is available for this article. See also the editorial by Forman and Davis in this issue.
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Affiliation(s)
- Mikhail C S S Higgins
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Alex Seren
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Marva V Foster
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Daniel J Sturgeon
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Nina Bart
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Kierstin Hederstedt
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Alex Friefeld
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Rebecca P Lamkin
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Brian A Sullivan
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Westyn Branch-Elliman
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
| | - Hillary J Mull
- From the Departments of Radiology (M.C.S.S.H.), Medical School (A.S., A.F.), Medicine (M.V.F.), and Surgery (H.J.M.), Boston University Chobanian & Avedisian School of Medicine, Boston, Mass; Department of Radiology, Boston Medical Center, Boston, Mass (M.C.S.S.H.); Center for Healthcare Organization and Implementation Research (M.F., D.J.S., K.H., R.P.L., W.B.E., H.J.M.), Department of Quality Management (M.V.F.), and Department of Medicine, Section of Infectious Diseases (W.B.E.), VA Boston Healthcare System, 150 S Huntington Ave, Boston, MA 02130; Office of Clinical Affairs, Commonwealth Medicine, University of Massachusetts Chan Medical School, Boston, Mass (N.B.); Department of Gastroenterology, Duke University School of Medicine, Durham, NC (B.A.S.); Cooperative Studies Program Epidemiology Center-Durham, Durham VA Health Care System, Durham, NC (B.A.S.); and Harvard Medical School, Boston, Mass (W.B.E.)
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