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Dun C, Weaver ML, Bose S, Stonko DP, White M, McDermott KM, Black JH, Kalbaugh CA, Makary MA, Hicks CW. Association Between Regional Market Competition and Early Femoropopliteal Interventions for Claudication. Ann Vasc Surg 2024:S0890-5096(24)00623-X. [PMID: 39419322 DOI: 10.1016/j.avsg.2024.09.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 09/07/2024] [Accepted: 09/13/2024] [Indexed: 10/19/2024]
Abstract
OBJECTIVES Regional market competition is known to impact practice patterns in surgical care. We aimed to investigate the association of regional market competition with the utilization of early peripheral vascular interventions (PVI) for the treatment of claudication, and the subsequent impact on clinical outcomes. METHODS We conducted a retrospective analysis of 100% Medicare fee-for-service claims data from 01/2019 to 12/2021 to identify patients with a new diagnosis of claudication. We calculated the Herfindahl-Hirschman Index for all sites of service performing PVI according to Health Service Area. Multivariable logistic regression and Cox proportional hazards models were used to assess the association of regional market competition with early (<6 months) PVI for claudication, and progression to chronic limb-threatening ischemia (CLTI), repeat PVI, and major amputation. RESULTS We identified 300,492 patients with a new diagnosis of claudication (mean age 73.8 years, 51.6% male, 11.1% Black), of which 6.1% underwent an early PVI for claudication. Most patients (72.4%) were treated in low-competition markets. After adjusting for patient characteristics, patients treated in moderate-competition markets had the highest odds of receiving an early PVI. Regional market competition was not associated with conversion to CLTI or repeat PVI (P>0.05), but patients treated in high- (aHR 0.70, 95%CI 0.56-0.86) and moderate- (aHR 0.82, 95%CI 0.69-0.92) competition markets had lower hazards of major amputation compared to patients treated in low-competition markets. Early PVI was significantly associated with worse clinical outcomes after adjusting for all factors including market competition (all, P<0.05). CONCLUSIONS There is a complex interplay between regional market competition, early PVI utilization, and subsequent clinical outcomes for patients with claudication. Early PVI continues to demonstrate a strong association with unfavorable clinical outcomes even when accounting for market competition.
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Affiliation(s)
- Chen Dun
- Department of Biomedical Informatics and Data Science, Johns Hopkins University School of Medicine, Baltimore, Maryland; Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland.
| | - M Libby Weaver
- Division of Vascular and Endovascular Surgery, University of Virginia, Charlottesville, VA
| | - Sanuja Bose
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins School of Medicine, Baltimore, MD
| | - David P Stonko
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins School of Medicine, Baltimore, MD
| | - Midori White
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Katherine M McDermott
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins School of Medicine, Baltimore, MD
| | - James H Black
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins School of Medicine, Baltimore, MD
| | - Corey A Kalbaugh
- Department of Epidemiology and Biostatistics, Indiana University School of Public Health- Bloomington, Bloomington, IN
| | - Martin A Makary
- Department of Surgery, Johns Hopkins University School of Medicine, Baltimore, Maryland; Johns Hopkins Carey Business School, Baltimore, MD
| | - Caitlin W Hicks
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, The Johns Hopkins School of Medicine, Baltimore, MD.
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Drudi LM, Blanchette V, Sylvain-Morneau J, Poirier P, Blais C, O'Connor S. Geographic Variation in First Lower Extremity Amputations Related to Diabetes and/or Peripheral Arterial Disease. Can J Cardiol 2024:S0828-282X(24)00943-7. [PMID: 39265890 DOI: 10.1016/j.cjca.2024.09.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Revised: 08/26/2024] [Accepted: 09/03/2024] [Indexed: 09/14/2024] Open
Abstract
BACKGROUND To assess trends of first cases of lower extremity amputation (LEA) related to diabetes and/or peripheral arterial disease (PAD), according to areas of residency and neighbourhood material and social deprivation quintiles, in the province of Quebec, Canada. METHODS Using the Quebec Integrated Chronic Disease Surveillance System, we calculated crude and age-standardized annual incidence rates of first LEA (total, minor, and major) among adults 40 years of age and older with diabetes and/or PAD in fiscal years 2006 and 2019. Area of residency was compiled in 3 categories: (1) Montreal and other census metropolitan areas; (2) midsize agglomerations (10,000-100,000 inhabitants); and (3) small towns and rural areas (< 10,000 inhabitants). We also stratified according to neighbourhood material and social deprivation quintiles. One-year and 5-year all-cause mortality after first LEA were compared according to area of residency. RESULTS Among the 10,275 individuals who had a first LEA, age-standardized LEA rates remained stable between 2006 and 2019, whereas major LEA rates declined in all geographical areas and minor LEA rates increased (31.6%) in small towns and rural areas. In 2019, age-standardized LEA rates were higher in midsize agglomerations and small towns and rural areas compared with census metropolitan areas. Age-standardized LEA rates in 2019 were higher among the most deprived quintile compared with the most privileged quintile for material and social deprivation. No difference was observed in mortality after first LEA according to area of residency. CONCLUSIONS There are health disparities in the burden of diabetes and PAD related to first LEA in the province of Quebec. To improve preventive care and reduce the burden of LEA, targeted actions should be taken among the most deprived groups and rural settings.
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Affiliation(s)
- Laura M Drudi
- Division of Vascular Surgery, Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada; Innovation Hub, Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montreal, Quebec, Canada
| | - Virginie Blanchette
- Department of Physical Activity Sciences and Podiatric Medicine, Université du Québec à Trois-Rivières, Trois-Rivières, Quebec, Canada; VITAM - Centre de recherche en santé durable, Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale, Quebec City, Quebec, Canada; Centre de recherche du Centre intégré de santé et de services sociaux de Chaudière-Appalaches, Lévis, Quebec, Canada
| | - Jérémie Sylvain-Morneau
- Bureau d'information et d'études en santé des populations, Institut national de santé publique du Québec, Quebec City, Quebec, Canada
| | - Paul Poirier
- Faculty of Pharmacy, Université Laval, Quebec City, Quebec, Canada; Institut universitaire de cardiologie et pneumologie de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Claudia Blais
- Bureau d'information et d'études en santé des populations, Institut national de santé publique du Québec, Quebec City, Quebec, Canada; Faculty of Pharmacy, Université Laval, Quebec City, Quebec, Canada
| | - Sarah O'Connor
- Bureau d'information et d'études en santé des populations, Institut national de santé publique du Québec, Quebec City, Quebec, Canada; Faculty of Pharmacy, Université Laval, Quebec City, Quebec, Canada; Institut universitaire de cardiologie et pneumologie de Québec-Université Laval, Quebec City, Quebec, Canada.
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Kaufman KR, Bernhardt K, Murphy S, Archer M, Brandt JM, Bowman L, Phillips B. Creation of a Limb Loss and Preservation Registry for Improving the Quality of Patient Care in the United States. Arch Rehabil Res Clin Transl 2024; 6:100356. [PMID: 39372245 PMCID: PMC11447551 DOI: 10.1016/j.arrct.2024.100356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/08/2024] Open
Abstract
Objective To describe the development of a national Limb Loss and Preservation Registry (LLPR) designed to collect, standardize, and report patient outcomes data on limb loss and limb difference in the United States. Design Clinical Data Registry. Setting The LLPR was developed through consensus of key stakeholders from academia, industry, patient advocacy, and payers as well as the available scientific evidence. Data are collected from multiple sources, including hospitals, providers, and patients. Participants Data are collected from all 50 states. Interventions Not applicable. Main Outcome Measures More than 1100 trigger codes are used to identify patients who have limb difference or have received a limb preservation or amputation procedure. Once a patient is identified, all subsequent episodes of care are collected for the life of the patient. An integrated model is used for collecting, validating, cleaning, transforming, aggregating, and storing the data received from all sources. The information contained is then provided in a thorough and easily comprehensible manner. Results To date, the LLPR has captured data from >435,000 patients and >11.5 million episodes of care. Conclusions The LLPR creates opportunities to apply large-data analytical methodologies to provides caregivers, researchers, manufacturers, payers, and policy makers the tools needed to improve the quality of clinical care, quantify patient-centric outcomes, develop clinical practice guidelines, assess patient quality of life, identify appropriate technology, and guide creation of national policies to allocate scarce sources appropriately.
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Affiliation(s)
- Kenton R. Kaufman
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Kathie Bernhardt
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
| | - Shawn Murphy
- Thought Leadership and Innovation Foundation, McLean, VA, United States
| | - Marah Archer
- Thought Leadership and Innovation Foundation, McLean, VA, United States
| | | | | | | | - Registry External Advisory Board
- Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, United States
- Thought Leadership and Innovation Foundation, McLean, VA, United States
- Brandt Ventures, Chester Springs, PA, United States
- BData, Inc., Minneapolis, MN, United States
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Schmidt BM, Huang Y, Banerjee M, Hayek SS, Pop-Busui R. Residential Address Amplifies Health Disparities and Risk of Infection in Individuals With Diabetic Foot Ulcers. Diabetes Care 2024; 47:508-515. [PMID: 38241187 PMCID: PMC10909679 DOI: 10.2337/dc23-1787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 12/28/2023] [Indexed: 01/21/2024]
Abstract
OBJECTIVE To determine the association between social determinants of health (SDOH) and a diagnosis of diabetic foot ulcer (DFU) infection. RESEARCH DESIGN AND METHODS Targeted interrogation of electronic health record data using novel search engines to analyze individuals with a DFU infection during a 5-year period (2013-2017) was performed. We extracted geolocated neighborhood data and SDOH characteristics from the National Neighborhood Data Archive and used univariate and multiple logistic regression to evaluate associations with outcomes in the population with diabetes. RESULTS Among 4.3 million people overall and 144,564 individuals with diabetes seen between 2013 and 2017, 8,351 developed DFU, of which cases 2,252 were complicated by a DFU infection. Sex interactions occurred, as men who experienced a DFU infection more frequently identified as having nonmarried status than their female counterparts. For the population with DFU infection, there were higher rates for other SDOH, including higher neighborhood disadvantaged index score, poverty, nonmarriage, and less access to physician/allied health professionals (all P < 0.01). In multiple logistic regression, those individuals who developed DFU infection came from neighborhoods with greater Hispanic and/or foreign-born concentrations (odds ratio 1.11, P = 0.015). CONCLUSIONS We found significant differences in neighborhood characteristics driving a higher risk for DFU infection in comparisons with the grouping of individuals with diabetes overall, including increased risk for individuals with Hispanic and/or foreign-born immigration status. These data strongly support the need to incorporate SDOH, particularly ethnic and immigration status, into triage algorithms for DFU risk stratification to prevent severe diabetic foot complications and move beyond biologic-only determinants of health.
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Affiliation(s)
- Brian M. Schmidt
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan Health, Ann Arbor, MI
| | - Yiyuan Huang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Mousumi Banerjee
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Salim S. Hayek
- Division of Cardiology, Department of Medicine, University of Michigan Health, University of Michigan Medical School, Ann Arbor, MI
| | - Rodica Pop-Busui
- Division of Metabolism, Endocrinology, and Diabetes, Department of Internal Medicine, University of Michigan Health, Ann Arbor, MI
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Jawara D, Ufearo DM, Murtha JA, Fayanju OM, Gannon BM, Ravelli MN, Funk LM. Racial disparities in selected micronutrient deficiencies after bariatric surgery: A systematic review. Surg Obes Relat Dis 2024; 20:283-290. [PMID: 37891101 PMCID: PMC10922431 DOI: 10.1016/j.soard.2023.09.022] [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] [Received: 06/10/2023] [Revised: 07/30/2023] [Accepted: 09/04/2023] [Indexed: 10/29/2023]
Abstract
BACKGROUND Bariatric surgery has been associated with numerous micronutrient deficiencies. Several observational studies have found that these deficiencies are more common in racially/ethnically minoritized patients. OBJECTIVES To conduct a systematic review to investigate whether racially/ethnically minoritized patients experience worse nutritional outcomes after bariatric surgery. SETTING University of Wisconsin-Madison. METHODS PubMed, CINAHL, PsychINFO, and Cochrane databases were queried. We searched for manuscripts that reported micronutrient levels or conditions related to micronutrient deficiencies according to race/ethnicity (White, African American/Black, and Hispanic) after laparoscopic sleeve gastrectomy or Roux-en-Y gastric bypass between 2002 and 2022. Eleven micronutrients (vitamins A, B1 [thiamine], B12, D, E, K, calcium, copper, folate, iron, and zinc), and four conditions (anemia, bone loss, fractures, and hyperparathyroidism) were assessed. RESULTS Abstracts from 953 manuscripts were screened; 18 full-text manuscripts were reviewed for eligibility, and ten met the inclusion criteria. Compared to White patients, African Americans had a higher prevalence of thiamine, vitamin D, and vitamin A deficiencies. There were no differences in calcium and vitamin B12 deficiencies. The other six micronutrients were not assessed according to race/ethnicity. Hyperparathyroidism was more prevalent in African Americans than White patients in the three studies that evaluated it. The prevalence of fractures was mixed. Anemia and bone loss were not evaluated according to race/ethnicity. CONCLUSIONS Although the literature on micronutrient outcomes following bariatric surgery according to race/ethnicity is limited, African Americans appear to experience a higher prevalence of vitamin deficiencies and associated conditions. Qualitative and quantitative research to explore these disparities is warranted.
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Affiliation(s)
- Dawda Jawara
- Department of Surgery, University of Wisconsin, Madison, Wisconsin
| | | | | | - Oluwadamilola M Fayanju
- Department of Surgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania
| | - Bryan M Gannon
- Department of Nutritional Sciences, University of Wisconsin-Madison, Madison, Wisconsin
| | | | - Luke M Funk
- Department of Surgery, University of Wisconsin, Madison, Wisconsin; Department of Surgery, William S. Middleton Memorial VA, Madison, Wisconsin.
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Bazikian S, Urbina D, Hsu CH, Gonzalez KA, Rosario ER, Chu DI, Tsui J, Tan TW. Examining health care access disparities in Hispanic populations with peripheral artery disease and diabetes. Vasc Med 2023; 28:547-553. [PMID: 37642640 PMCID: PMC10712238 DOI: 10.1177/1358863x231191546] [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: 08/31/2023]
Abstract
INTRODUCTION This study investigated disparities in health care access for Hispanic adults with diabetes and peripheral artery disease (PAD) who are at risk of lower-extremity amputation and other cardiovascular morbidities and mortalities. METHODS We utilized the health care access survey data from the All of Us research program to examine adults (⩾ 18 years) with either diabetes and/or PAD. The primary associations evaluated were: could not afford medical care and delayed getting medical care in the past 12 months. Multivariable logistic regression models were used to assess the association of Hispanic ethnicity and survey responses, adjusting for age, sex, income, health insurance, and employment status. RESULTS Among 24,104 participants, the mean age was 54.9 years and 67% were women. Of these, 8.2% were Hispanic adults. In multivariable analysis, Hispanic adults were more likely to be unable to afford seeing a health care provider, and receiving emergency care, follow-up care, and prescription medications (p < 0.05) than non-Hispanic adults. Furthermore, Hispanic adults were more likely to report being unable to afford medical care due to cost (odds ratios [OR] 1.72, 95% CI 1.50-1.99), more likely to purchase prescription drugs from another country (OR 2.20, 95% CI 1.69-2.86), and more likely to delay getting medical care due to work (OR 1.46, 95% CI 1.22-1.74) and child care (OR 1.80, 95% CI 1.35-2.39) issues than non-Hispanic White adults. CONCLUSION The Hispanic population with diabetes and PAD faces substantial barriers in health care access, including a higher likelihood of delaying medical care and being unable to afford it.
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Affiliation(s)
- Sebouh Bazikian
- Keck School of Medicine at University of Southern California, Los Angeles, CA, USA
| | | | | | | | - Emily R. Rosario
- Research Institute at Case Colina Hospital and Centers for Healthcare, Pamona, CA, USA
| | - Dan I. Chu
- Heershink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jennifer Tsui
- Keck School of Medicine at University of Southern California, Los Angeles, CA, USA
| | - Tze-Woei Tan
- Keck School of Medicine at University of Southern California, Los Angeles, CA, USA
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