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Farivar D, Peterman NJ, Nilssen PK, Illingworth KD, Nuckols TK, Skaggs DL. Geographic Access to Pediatric Orthopedic Surgeons in the United States: An Analysis of Sociodemographic Factors. Orthopedics 2024; 47:e204-e210. [PMID: 38690849 DOI: 10.3928/01477447-20240424-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
BACKGROUND It is unclear how pediatric orthopedic surgeons are geographically distributed relative to their patients. The purpose of this study was to evaluate the geographic distribution of pediatric orthopedic surgeons in the United States. MATERIALS AND METHODS County-level data of actively practicing pediatric orthopedic surgeons were identified by matching several registries and membership logs. Data were used to calculate the distance between counties and nearest surgeon. Counties were categorized as "surgeon clusters" or "surgeon deserts" if the distance to the nearest surgeon was less than or greater than the national average and the average of all neighboring counties, respectively. Cohorts were then compared for differences in population characteristics using data obtained from the 2020 American Community Survey. RESULTS A total of 1197 unique pediatric orthopedic surgeons were identified. The mean distance to the nearest pediatric orthopedic surgeon for a patient residing in a surgeon desert or a surgeon cluster was 141.9±53.8 miles and 30.9±16.0 miles, respectively. Surgeon deserts were found to have lower median household incomes (P<.001) and greater rates of children without health insurance (P<.001). Multivariate analyses showed that higher Rural-Urban Continuum codes (P<.001), Area Deprivation Index scores (P<.001), and percentage of patients without health insurance (P<.001) all independently required significantly greater travel distances to see a pediatric orthopedic surgeon. CONCLUSION Pediatric orthopedic surgeons are not equally distributed in the United States, and many counties are not optimally served. Additional studies are needed to identify the relationship between travel distances and patient outcomes and how geographic inequalities can be minimized. [Orthopedics. 2024;47(4):e204-e210.].
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Vervoort D, Afzal AM, Ruiz GZL, Mutema C, Wijeysundera HC, Ouzounian M, Fremes SE. Barriers to Access to Cardiac Surgery: Canadian Situation and Global Context. Can J Cardiol 2024; 40:1110-1122. [PMID: 37977275 DOI: 10.1016/j.cjca.2023.11.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2023] [Revised: 11/09/2023] [Accepted: 11/10/2023] [Indexed: 11/19/2023] Open
Abstract
Cardiovascular disease is the leading cause of morbidity and mortality worldwide. Cardiovascular care spans primary, secondary, and tertiary prevention and care, whereby tertiary care is particularly prone to disparities in care. Challenges in access to care especially affect low- and middle-income countries (LMICs), however, multiple barriers also exist and persist across high-income countries. Canada is lauded for its universal health coverage but is faced with health care system challenges and substantial geographic barriers. Canada possesses 203 active cardiac surgeons, or 5.02 per million population, ranging from 3.70 per million in Newfoundland and Labrador to 7.48 in Nova Scotia. As such, Canada possesses fewer cardiac surgeons per million population than the average among high-income countries (7.15 per million), albeit more than the global average (1.64 per million) and far higher than the low-income country average (0.04 per million). In Canada, adult cardiac surgeons are active across 32 cardiac centres, representing 0.79 cardiac centres per million population, which is just above the global average (0.73 per million). In addition to centre and workforce variations, barriers to care exist in the form of waiting times, sociodemographic characteristics, insufficient virtual care infrastructure and electronic health record interoperability, and health care governance fragmentation. Meanwhile, Canada has highly favourable surgical outcomes, well established postacute cardiac care infrastructure, considerable spending on health, robust health administrative data, and effective health technology assessment agencies, which provides a foundation for continued improvements in care. In this narrative review, we describe successes and challenges surrounding access to cardiac surgery in Canada and globally.
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Affiliation(s)
- Dominique Vervoort
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada; Division of Cardiac Surgery, University of Toronto, Toronto, Ontario, Canada.
| | - Abdul Muqtader Afzal
- Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Gabriela Zamunaro Lopes Ruiz
- Division of Cardiovascular Surgery, Hospital das Clínicas da Universidade Federal de Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Chileshe Mutema
- Division of Cardiothoracic Surgery, National Heart Hospital, Lusaka, Zambia
| | - Harindra C Wijeysundera
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada; Schulich Heart Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Maral Ouzounian
- Division of Cardiac Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Cardiovascular Surgery, Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, Ontario, Canada
| | - Stephen E Fremes
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, Ontario, Canada; Division of Cardiac Surgery, University of Toronto, Toronto, Ontario, Canada; Schulich Heart Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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Villavisanis DF, Wagner CS, Morales CZ, Smith TE, Blum JD, Cho DY, Bartlett SP, Taylor JA, Swanson JW. Geospatial and Socioeconomic Factors Interact to Predict Management and Outcomes in Cleft Lip and Palate Surgery: A Single Institution Study of 740 Patients. Cleft Palate Craniofac J 2024; 61:921-929. [PMID: 36802891 DOI: 10.1177/10556656221150291] [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] [Indexed: 02/22/2023] Open
Abstract
OBJECTIVE Determine interactions between geospatial and socioeconomic factors influencing cleft lip and/or cleft palate (CL/P) management and outcomes. DESIGN Retrospective review and outcomes analysis (n = 740). SETTING Urban academic tertiary care center. PATIENTS 740 patients undergoing primary (CL/P) surgery from 2009 to 2019. MAIN OUTCOMES MEASURES Prenatal evaluation by plastic surgery, nasoalveolar molding, cleft lip adhesion, and age at CL/P surgery. RESULTS Prenatal evaluation by plastic surgery was predicted by the interaction between higher patient median block group income and shorter patient distance from the care center (OR = 1.07, p = 0.022). Nasoalveolar molding was also predicted by the interaction between higher patient median block group income and shorter distance from the care center (OR = 1.28, p = 0.016), whereas cleft lip adhesion was predicted by higher patient median block group income alone (OR = 0.41, p < 0.001). Lower patient median block group income predicted later age at cleft lip (β = -67.25, p = 0.011) and cleft palate (β = -46.35, p = 0.050) repair surgery. CONCLUSIONS Distance from the care center and lower median income by block group interacted to significantly predict prenatal evaluation by plastic surgery and nasoalveolar molding for patients with CL/P at a large, urban, tertiary care center. Patients living farthest from the care center who received prenatal evaluation by plastic surgery or who underwent nasoalveolar molding had higher median block group income. Future work will determine mechanisms perpetuating these barriers to care.
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Affiliation(s)
- Dillan F Villavisanis
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Connor S Wagner
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Carrie Z Morales
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Tony E Smith
- Department of Electrical & Systems Engineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Jessica D Blum
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Daniel Y Cho
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Scott P Bartlett
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jesse A Taylor
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Jordan W Swanson
- Division of Plastic, Reconstructive and Oral Surgery, Children's Hospital of Philadelphia, Philadelphia, PA, USA
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Farivar D, Peterman NJ, Narendran N, Illingworth KD, Nuckols TK, Bonda D, Skaggs DL. Geographic access to pediatric neurosurgeons in the USA: an analysis of sociodemographic factors. Childs Nerv Syst 2024; 40:905-912. [PMID: 37794171 PMCID: PMC10891277 DOI: 10.1007/s00381-023-06172-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 09/28/2023] [Indexed: 10/06/2023]
Abstract
PURPOSE Geographic access to physicians has been shown to be unevenly distributed in the USA, with those in closer proximity having superior outcomes. The purpose of this study was to describe how geographic access to pediatric neurosurgeons varies across socioeconomic and demographic factors. METHODS Actively practicing neurosurgeons were identified by matching several registries and membership logs. This data was used to find their primary practice locations and the distance the average person in a county must travel to visit a surgeon. Counties were categorized into "surgeon deserts" and "surgeon clusters," which were counties where providers were significantly further or closer to its residents, respectively, compared to the national average. These groups were also compared for differences in population characteristics using data obtained from the 2020 American Community Survey. RESULTS A total of 439 pediatric neurosurgeons were identified. The average person in a surgeon desert and cluster was found to be 189.2 ± 78.1 miles and 39.7 ± 19.6 miles away from the nearest pediatric neurosurgeon, respectively. Multivariate analyses showed that higher Rural-Urban Continuum (RUC) codes (p < 0.001), and higher percentages of American Indian (p < 0.001) and Hispanic (p < 0.001) residents were independently associated with counties where the average person traveled significantly further to surgeons. CONCLUSION Patients residing in counties with greater RUC codes and higher percentages of American Indian and Hispanic residents on average need to travel significantly greater distances to access pediatric neurosurgeons.
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Affiliation(s)
- Daniel Farivar
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nicholas J Peterman
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nakul Narendran
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| | - Kenneth D Illingworth
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Teryl K Nuckols
- Division of General Internal Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - David Bonda
- Department of Neurological Surgery, University of Washington Medical Center, Seattle, WA, USA
| | - David L Skaggs
- Department of Orthopaedic Surgery, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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McGinley MP, Harvey T, Lopez R, Ontaneda D, Buchalter RB. Geographic Disparities in Access to Neurologists and Multiple Sclerosis Care in the United States. Neurology 2024; 102:e207916. [PMID: 38165332 PMCID: PMC11407503 DOI: 10.1212/wnl.0000000000207916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 09/20/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES A shortage of neurology clinicians and healthcare disparities may hinder access to neurologic care. This study examined disparities in geographic access to neurologists and subspecialty multiple sclerosis (MS) care among various demographic segments of the United States. METHODS Neurologist practice locations from 2022 CMS Care Compare physician data and MS Center locations as defined by the Consortium of Multiple Sclerosis Centers were used to compute spatial access for all U.S. census tracts. Census tract-level community characteristics (sex, age, race, ethnicity, education, income, insurance, % with computer, % without a vehicle, % with limited English, and % with hearing, vision, cognitive, and ambulatory difficulty) were obtained from 2020 American Community Survey 5-year estimates. Rural-urban status was obtained from 2010 rural-urban commuting area codes. Logistic and linear regression models were used to examine access to a neurologist or MS Center within 60 miles and 60-mile spatial access ratios. RESULTS Of 70,858 census tracts, 388 had no neurologists within 60 miles and 17,837 had no MS centers within 60 miles. Geographic access to neurologists (spatial access ratio [99% CI]) was lower for rural (-80.49%; CI [-81.65 to -79.30]) and micropolitan (-60.50%; CI [-62.40 to -58.51]) areas compared with metropolitan areas. Tracts with 10% greater percentage of Hispanic individuals (-4.53%; CI [-5.23 to -3.83]), men (-6.76%; CI [-8.96 to -4.5]), uninsured (-7.99%; CI [-9.72 to -6.21]), individuals with hearing difficulty (-40.72%; CI [-44.62 to -36.54]), vision difficulty (-13.0%; [-18.72 to -6.89]), and ambulatory difficulty (-15.68%; CI [-19.25 to -11.95]) had lower access to neurologists. Census tracts with 10% greater Black individuals (3.50%; CI [2.93-10.71]), college degree holders (-7.49%; CI [6.67-8.32]), individuals with computers (16.57%, CI [13.82-19.40]), individuals without a vehicle (9.57%; CI [8.69-10.47]), individuals with cognitive difficulty (25.63%; CI [19.77-31.78]), and individuals with limited English (18.5%; CI [16.30-20.73]), and 10-year older individuals (8.85%; CI [7.03-10.71]) had higher spatial access to neurologists. Covariates for access followed similar patterns for MS centers. DISCUSSION Geographic access to neurologists is decreased in rural areas, in areas with higher proportions of Hispanics, populations with disabilities, and those uninsured. Access is further limited for MS subspecialty care. This study highlights disparities in geographic access to neurologic care.
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Affiliation(s)
- Marisa P McGinley
- From the Mellen Center (M.P.M., D.O.), Cleveland; Center for Populations Health Research (R.B.B.), Department of Quantitative Health Sciences (T.H.), Cleveland Clinic, OH; and Department of Surgery (R.L.), University of Colorado Anschutz Medical Center, Aurora
| | - Tucker Harvey
- From the Mellen Center (M.P.M., D.O.), Cleveland; Center for Populations Health Research (R.B.B.), Department of Quantitative Health Sciences (T.H.), Cleveland Clinic, OH; and Department of Surgery (R.L.), University of Colorado Anschutz Medical Center, Aurora
| | - Rocio Lopez
- From the Mellen Center (M.P.M., D.O.), Cleveland; Center for Populations Health Research (R.B.B.), Department of Quantitative Health Sciences (T.H.), Cleveland Clinic, OH; and Department of Surgery (R.L.), University of Colorado Anschutz Medical Center, Aurora
| | - Daniel Ontaneda
- From the Mellen Center (M.P.M., D.O.), Cleveland; Center for Populations Health Research (R.B.B.), Department of Quantitative Health Sciences (T.H.), Cleveland Clinic, OH; and Department of Surgery (R.L.), University of Colorado Anschutz Medical Center, Aurora
| | - R Blake Buchalter
- From the Mellen Center (M.P.M., D.O.), Cleveland; Center for Populations Health Research (R.B.B.), Department of Quantitative Health Sciences (T.H.), Cleveland Clinic, OH; and Department of Surgery (R.L.), University of Colorado Anschutz Medical Center, Aurora
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The Impact of Rural Hospital Closures and Health Service Restructuring on Provincial- and Community-Level Patterns of Hospital Admissions in New Brunswick. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19127258. [PMID: 35742507 PMCID: PMC9223870 DOI: 10.3390/ijerph19127258] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 02/01/2023]
Abstract
In the early 2000s, the Province of New Brunswick, Canada, undertook health system restructuring, including closing some rural hospitals. We examined whether changes in geographic access to hospitals and primary care were associated with changes in patterns of hospital use. We described three measures of hospital use for ambulatory care sensitive conditions (ACSCs) among adults 75 years and younger annually during the period 2004-2013 overall, and at the community scale. We described spatial and temporal patterns in: age-standardized hospitalization rates, age-standardized incidence of hospital admissions, and rates of admissions via ambulance. Overall, rates and incidence of hospitalizations for ACSCs declined while admissions via ambulance remained largely unchanged. We observed considerable regional variation in rates between communities in 2004. This regional variation decreased over time, with rural areas demonstrating the sharpest declines. Changes in hospital service provision within individual communities had little impact on rates of ACSC admissions. Results were consistent across urban and rural communities and were robust to analyses that included older patients and those admitted for reasons other than ACSCs. Our results suggest that the restructuring and hospital closures did not result in substantial changes to regional patterns or rates of service use.
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Vervoort D, Chung JCY, Ouzounian M. Access to Thoracic Aortic Care: Challenges and Opportunities in Universal Health Coverage Systems. Can J Cardiol 2022; 38:726-728. [PMID: 35272002 DOI: 10.1016/j.cjca.2022.03.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 11/02/2022] Open
Affiliation(s)
- Dominique Vervoort
- Division of Cardiac Surgery, University of Toronto, Toronto, Ontario; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario.
| | - Jennifer C Y Chung
- Division of Cardiac Surgery, University of Toronto, Toronto, Ontario; Division of Cardiovascular Surgery, Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, Ontario
| | - Maral Ouzounian
- Division of Cardiac Surgery, University of Toronto, Toronto, Ontario; Division of Cardiovascular Surgery, Peter Munk Cardiac Centre, Toronto General Hospital, Toronto, Ontario
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Increased Travel Time To The Tertiary Centre is Associated with Decreased Long-Term Survival Following Ascending Aortic Operations. Can J Cardiol 2022; 38:801-807. [DOI: 10.1016/j.cjca.2022.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 01/31/2022] [Accepted: 02/03/2022] [Indexed: 01/16/2023] Open
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Influence of Geographic Access on Surgical Center Readmissions After Index Congenital Heart Surgery. J Pediatr 2021; 234:195-204.e3. [PMID: 33774056 PMCID: PMC8981557 DOI: 10.1016/j.jpeds.2021.03.026] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Revised: 03/12/2021] [Accepted: 03/18/2021] [Indexed: 12/26/2022]
Abstract
OBJECTIVE To assess the impact of geographic access to surgical center on readmission risk and burden in children after congenital heart surgery. STUDY DESIGN Children <6 years old at discharge after congenital heart surgery (Risk Adjustment for Congenital Heart Surgery-1 score 2-6) were identified using Pediatric Health Information System data (46 hospitals, 2004-2015). Residential distance from the surgery center, calculated using ZIP code centroids, was categorized as <15, 15-29, 30-59, 60-119, and ≥120 miles. Rurality was defined using rural-urban commuting area codes. Geographic risk factors for unplanned readmissions to the surgical center and associated burden (total hospital length of stay [LOS], costs, and complications) were analyzed using multivariable regression. RESULTS Among 59 696 eligible children, 19 355 (32%) had ≥1 unplanned readmission. The median LOS was 9 days (IQR 22) across the entire cohort. In those readmitted, median total costs were $31 559 (IQR $90 176). Distance from the center was inversely related but rurality was positively related to readmission risk. Among those readmitted, increased distance was associated with longer LOS, more complications, and greater costs. Compared with urban patients, highly rural patients were more likely to have an unplanned readmission but had fewer average readmission days. CONCLUSIONS Geographic measures of access differentially affect readmission to the surgery center. Increased distance from the center was associated with fewer unplanned readmissions but more complications. Among those readmitted, the most isolated patients had the greatest readmission costs. Understanding the contribution of geographic access will aid in developing strategies to improve care delivery to this population.
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Karacop E, Enhos A, Bakhshaliyev N. Impact of postdischarge care fragmentation on clinical outcomes and survival following transcatheter aortic valve replacement. Herz 2020; 46:180-186. [PMID: 32902687 DOI: 10.1007/s00059-020-04976-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 07/17/2020] [Accepted: 08/04/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND The study aimed to evaluate the prognostic impact of postdischarge care fragmentation in patients undergoing transcatheter aortic valve replacement (TAVR). METHODS A total of 266 patients undergoing TAVR due to severe aortic stenosis were included in this retrospective cohort study. Patients were assigned to one of two groups based on presence (n = 104) and absence (n = 162) of postdischarge care fragmentation. Fragmented care was defined as at least one readmission to a site other than the implanting TAVR center within 90 days. Prognostic impact of care fragmentation on clinical outcomes and predictors of long-term mortality were investigated. RESULTS Increased major vascular complication (16.3 vs 8.0%, p = 0.037), permanent pacemaker implantation (14.4 vs 6.2%, p = 0.025), and acute kidney injury (22.1 vs 14.2%, p < 0.001) were reported in the fragmented care group. Although early mortality (6.7 vs 4.3%, p = 0.152) was similar between groups, there was a significant difference in 5‑year mortality (66.3 vs 45.7%, p < 0.001). In a univariate regression analysis fragmented care, age, chronic obstructive pulmonary disease, pulmonary artery systolic pressure, and paravalvular leakage were significantly associated with 5‑year mortality. Fragmented care (hazard ratio [HR] 1.510, 95% confidence interval [CI] 1.080-2.111; p = 0.016), age (HR 1.024, 95% CI 1.001-1.048; p = 0.045), paravalvular leakage (HR 1.863, 95% CI 1.076-3.228; p = 0.026), and chronic obstructive pulmonary disease (HR 1.616, 95% CI 1.114-2.344; p = 0.012) were found to be significant independent predictors of 5‑year mortality in a multivariate analysis, after adjusting for other risks. CONCLUSION Fragmented care has a significant prognostic impact on clinical outcomes and survival.
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Affiliation(s)
- E Karacop
- Faculty of Medicine, Department of Cardiology, Bezmialem Foundation University, Adnan Menderes Avenue, Vatan Street, 34093, Fatih/Istanbul, Turkey.
| | - A Enhos
- Faculty of Medicine, Department of Cardiology, Bezmialem Foundation University, Adnan Menderes Avenue, Vatan Street, 34093, Fatih/Istanbul, Turkey
| | - N Bakhshaliyev
- Faculty of Medicine, Department of Cardiology, Bezmialem Foundation University, Adnan Menderes Avenue, Vatan Street, 34093, Fatih/Istanbul, Turkey
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Tsui J, Hirsch JA, Bayer FJ, Quinn JW, Cahill J, Siscovick D, Lovasi GS. Patterns in Geographic Access to Health Care Facilities Across Neighborhoods in the United States Based on Data From the National Establishment Time-Series Between 2000 and 2014. JAMA Netw Open 2020; 3:e205105. [PMID: 32412637 PMCID: PMC7229525 DOI: 10.1001/jamanetworkopen.2020.5105] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
IMPORTANCE The association between proximity to health care facilities and improved disease management and population health has been documented, but little is known about small-area health care environments and how the presence of health care facilities has changed over time during recent health system and policy change. OBJECTIVE To examine geographic access to health care facilities across neighborhoods in the United States over a 15-year period. DESIGN, SETTING, AND PARTICIPANTS Using longitudinal business data from the National Establishment Time-Series, this cross-sectional study examined the presence of and change in ambulatory care facilities and pharmacies and drugstores in census tracts (CTs) throughout the continental United States between 2000 and 2014. Between January and April 2019, multinomial logistic regression was used to estimate associations between health care facility presence and neighborhood sociodemographic characteristics over time. MAIN OUTCOMES AND MEASURES Change in health care facility presence was measured as never present, lost, gained, or always present between 2000 and 2014. Neighborhood sociodemographic characteristics (ie, CTs) and their change over time were measured from US Census reports (2000 and 2010) and the American Community Survey (2008-2012). RESULTS Among 72 246 included CTs, the percentage of non-US-born residents, residents 75 years or older, poverty status, and population density increased, and 8.1% of CTs showed a change in the racial/ethnic composition of an area from predominantly non-Hispanic (NH) white to other racial/ethnic composition categories between 2000 and 2010. The presence of ambulatory care facilities increased from a mean (SD) of 7.7 (15.9) per CT in 2000 to 13.0 (22.9) per CT in 2014, and the presence of pharmacies and drugstores increased from a mean (SD) of 0.6 (1.0) per CT in 2000 to 0.9 (1.4) per CT in 2014. Census tracts with predominantly NH black individuals (adjusted odds ratio [aOR], 2.37; 95% CI, 2.03-2.77), Hispanic/Latino individuals (aOR 1.30; 95% CI, 1.00-1.69), and racially/ethnically mixed individuals (aOR, 1.53; 95% CI, 1.33-1.77) in 2000 had higher odds of losing health care facilities between 2000 and 2014 compared with CTs with predominantly NH white individuals, after controlling for other neighborhood characteristics. Census tracts of geographic areas with higher levels of poverty in 2000 also had higher odds of losing health care facilities between 2000 and 2014 (aOR, 1.12; 95% CI, 1.05-1.19). CONCLUSIONS AND RELEVANCE Differential change was found in the presence of health care facilities across neighborhoods over time, indicating the need to monitor and address the spatial distribution of health care resources within the context of population health disparities.
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Affiliation(s)
- Jennifer Tsui
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, Rutgers, The State University of New Jersey, New Brunswick
- Rutgers Center for State Health Policy, Rutgers, The State University of New Jersey, New Brunswick
| | - Jana A. Hirsch
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
| | - Felicia J. Bayer
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
| | - James W. Quinn
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Jesse Cahill
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - David Siscovick
- Research, Evaluation & Policy, New York Academy of Medicine, New York, New York
| | - Gina S. Lovasi
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
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Grob L, Bluemel S, Biedermann L, Fournier N, Rossel JB, Vavricka SR, Zeitz J, Rogler G, Stallmach A, Scharl M. Effect of distance to specialist care for the diagnosis and disease outcome of inflammatory bowel disease in the Swiss inflammatory bowel disease cohort study. Therap Adv Gastroenterol 2020; 13:1756284819895217. [PMID: 32047533 PMCID: PMC6984432 DOI: 10.1177/1756284819895217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2019] [Accepted: 11/20/2019] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND Inflammatory bowel disease (IBD) needs early interventions and an individual specialist-patient relationship. Distance from a tertiary IBD center might affect patient's disease course and outcome. We investigated whether the patient-to-specialist distance has an impact on the disease course using the well-defined patient collective of the Swiss Inflammatory Bowel Disease Cohort Study (SIBDCS). METHODS Patient's home address at diagnosis (postal zip code) was extracted from the SIBDCS database. Distance between each zip code and the nearest located IBD specialist center was calculated and classified into the following three sections based on proximity: <10 km (group 1); 10-35 km (group 2); >35 km (group 3). RESULTS Our study included in total 408 IBD patients [234 Crohn's disease (CD), 154 ulcerative colitis (UC), 20 IBD unclassified (IBDU)]. Median age was lowest in group 2 at diagnosis (G1: 28 years; G2: 21 years, G3: 26 years, p < 0.01). The diagnostic delay did not differ between groups. CD patients in group 1 were treated more often with anti-tumor necrosis factor (TNF) agents (72% versus 56%, p = 0.04) and 5-aminosalicylates (44% versus 28%, p = 0.04) than in group 3. UC/IBDU patients in group 1 were treated more often with corticosteroids than patients in group 3 (83% versus 58%, p < 0.01). The occurrence of IBD-related surgeries did not differ between groups. CONCLUSIONS Patient-to-specialist distance might affect drug treatment. However, disease course and the need for IBD-related surgery does not seem to be associated with a longer distance to specialist care in Switzerland.
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Affiliation(s)
| | | | - Luc Biedermann
- Division of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Nicolas Fournier
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Jean-Benoit Rossel
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Stephan R. Vavricka
- Division of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Jonas Zeitz
- Division of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland Center of Gastroenterology, Clinic Hirslanden Zurich, Zurich, Switzerland
| | - Gerhard Rogler
- Division of Gastroenterology and Hepatology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Andreas Stallmach
- Department of Internal Medicine IV, University Hospital Jena, Jena, Germany
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Mehaffey JH, Hawkins RB, Charles EJ, Turrentine FE, Kaplan B, Fogel S, Harris C, Reines D, Posadas J, Ailawadi G, Hanks JB, Hallowell PT, Jones RS. Community level socioeconomic status association with surgical outcomes and resource utilisation in a regional cohort: a prospective registry analysis. BMJ Qual Saf 2019; 29:232-237. [PMID: 31540969 DOI: 10.1136/bmjqs-2019-009800] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 09/12/2019] [Accepted: 09/15/2019] [Indexed: 12/27/2022]
Abstract
BACKGROUND Socioeconomic status affects surgical outcomes, however these factors are not included in clinical quality improvement data and risk models. We performed a prospective registry analysis to determine if the Distressed Communities Index (DCI), a composite socioeconomic ranking by zip code, could predict risk-adjusted surgical outcomes and resource utilisation. METHODS All patients undergoing surgery (n=44,451) in a regional quality improvement database (American College of Surgeons-National Surgical Quality Improvement Program ACS-NSQIP) were paired with DCI, ranging from 0-100 (low to high distress) and accounting for unemployment, education level, poverty rate, median income, business growth and housing vacancies. The top quartile of distress was compared to the remainder of the cohort and a mixed effects modeling evaluated ACS-NSQIP risk-adjusted association between DCI and the primary outcomes of surgical complications and resource utilisation. RESULTS A total of 9369 (21.1%) patients came from severely distressed communities (DCI >75), who had higher rates of most medical comorbidities as well as transfer status (8.4% vs 4.8%, p<0.0001) resulting in higher ACS-NSQIP predicted risk of any complication (8.0% vs 7.1%, p<0.0001). Patients from severely distressed communities had increased 30-day mortality (1.8% vs 1.4%, p=0.01), postoperative complications (9.8% vs 8.5%, p<0.0001), hospital readmission (7.7 vs 6.8, p<0.0001) and resource utilisation. DCI was independently associated with postoperative complications (OR 1.07, 95% CI 1.04 to 1.10, p<0.0001) as well as resource utilisation after adjusting for ACS-NSQIP predicted risk CONCLUSION: Increasing Distressed Communities Index is associated with increased postoperative complications and resource utilisation even after ACS-NSQIP risk adjustment. These findings demonstrate a disparity in surgical outcomes based on community level socioeconomic factors, highlighting the continued need for public health innovation and policy initiatives.
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Affiliation(s)
| | | | - Eric J Charles
- Surgery, University of Virginia, Charlottesville, Virginia, USA
| | | | - Brian Kaplan
- Department of Surgery, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Sandy Fogel
- Department of Surgery, Carilion Clinic, Roanoke, Virginia, USA
| | - Charles Harris
- Department of Surgery, Carilion Clinic, Roanoke, Virginia, USA
| | - David Reines
- Department of Surgery, Inova Mount Vernon Hospital, Alexandria, Virginia, USA
| | - Jorge Posadas
- Department of Surgery, Winchester Medical Center, Winchester, Virginia, USA
| | - Gorav Ailawadi
- Surgery, University of Virginia, Charlottesville, Virginia, USA
| | - John B Hanks
- Surgery, University of Virginia, Charlottesville, Virginia, USA
| | | | - R Scott Jones
- Surgery, University of Virginia, Charlottesville, Virginia, USA
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14
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Wang A, Li Z, Rymer JA, Kosinski AS, Yerokun B, Cox ML, Gulack BC, Sherwood MW, Lopes RD, Inohara T, Thourani V, Kirtane AJ, Holmes D, Hughes GC, Harrison JK, Smith PK, Vemulapalli S. Relation of Postdischarge Care Fragmentation and Outcomes in Transcatheter Aortic Valve Implantation from the STS/ACC TVT Registry. Am J Cardiol 2019; 124:912-919. [PMID: 31375245 DOI: 10.1016/j.amjcard.2019.06.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Revised: 06/03/2019] [Accepted: 06/10/2019] [Indexed: 11/15/2022]
Abstract
Fragmented care following elective surgery has been associated with poor outcomes. The association between fragmented care and outcomes in patients undergoing transcatheter aortic valve implantation (TAVI) is unknown. We examined patients who underwent TAVI from 2011 to 2015 at 374 sites in the STS/ACC TVT Registry, linked to Center for Medicare and Medicaid Services claims data. Fragmented care was defined as at least one readmission to a site other than the implanting TAVI center within 90 days after discharge, whereas continuous care was defined as readmission to the same implanting center. We compared adjusted 1-year outcomes, including stroke, bleeding, heart failure, mortality, and all-cause readmission in patients who received fragmented versus continuous care. Among 8,927 patients who received a TAVI between 2011 and 2015, 27.4% were readmitted within 90 days of discharge. Most patients received fragmented care (57.0%). Compared with the continuous care group, the fragmented care group was more likely to have severe chronic lung disease, cerebrovascular disease, and heart failure. States that had lower TAVI volume per Center for Medicare and Medicaid Services population had greater fragmentation. Patients living > 30 minutes from their TAVI center had an increased risk of fragmented care 1.07 (confidence interval [CI] 1.06 to 1.09, p < 0.001). After adjustment for comorbidities and procedural complications, fragmented care was associated with increased 1-year mortality (hazards ratio 1.18, CI 1.04 to 1.35, p = 0.010) and all-cause readmission (hazards ratio 1.08, CI 1.00 to 1.16, p = 0.051. In conclusion, fragmented readmission following TAVI is common, and is associated with increased 1-year mortality and readmission. Efforts to improve coordination of care may improve these outcomes and optimize long-term benefits yielded from TAVI.
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Affiliation(s)
- Alice Wang
- Department of General Surgery, Duke University Medical Center, Durham, North Carolina
| | - Zhuokai Li
- Duke Clinical Research Institute, Durham, North Carolina
| | | | - Andrzej S Kosinski
- Duke Clinical Research Institute, Durham, North Carolina; Department of Biostatistics and Bioinformatics, Duke University Medical Center, Durham, North Carolina
| | - Babatunde Yerokun
- Department of General Surgery, Duke University Medical Center, Durham, North Carolina
| | - Morgan L Cox
- Department of General Surgery, Duke University Medical Center, Durham, North Carolina
| | - Brian C Gulack
- Department of General Surgery, Duke University Medical Center, Durham, North Carolina
| | - Matthew W Sherwood
- Department of Medicine, Division of Cardiology, Duke University Medical Center, Durham, North Carolina
| | - Renato D Lopes
- Department of Medicine, Division of Cardiology, Duke University Medical Center, Durham, North Carolina
| | - Taku Inohara
- Duke Clinical Research Institute, Durham, North Carolina
| | - Vinod Thourani
- Department of Surgery, Division of Cardiothoracic Surgery, Emory University Hospital, Atlanta, Georgia
| | - Ajay J Kirtane
- Department of Medicine, Division of Cardiology, Columbia University Medical Center, New York, New York
| | - David Holmes
- Department of Medicine, Division of Cardiology, Mayo Clinic, Rochester, Minnesota
| | - G Chad Hughes
- Division of Cardiovascular and Thoracic Surgery, Duke University Medical Center, Durham, North Carolina
| | - J Kevin Harrison
- Department of Medicine, Division of Cardiology, Duke University Medical Center, Durham, North Carolina
| | - Peter K Smith
- Division of Cardiovascular and Thoracic Surgery, Duke University Medical Center, Durham, North Carolina
| | - Sreekanth Vemulapalli
- Department of Medicine, Division of Cardiology, Duke University Medical Center, Durham, North Carolina; Duke Clinical Research Institute, Durham, North Carolina.
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15
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Hawkins RB, Byler M, Fonner C, Kron IL, Yarboro LT, Speir AM, Quader MA, Ailawadi G, Mehaffey JH. Travel distance and regional access to cardiac valve surgery. J Card Surg 2019; 34:1044-1048. [PMID: 31374597 DOI: 10.1111/jocs.14199] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Evidence in other surgical subspecialties suggests patients traveling farther to undergo surgery have worse outcomes. We sought to determine the impact of travel distance and travel beyond closest center on outcomes after valve surgery. METHODS Patients who underwent valve surgery ±CABG with a Society of Thoracic Surgeons (STS) predicted risk and zip code were extracted from a statewide STS database (2011-016). Patients were stratified by those receiving care greater than or equal to 20 miles from the closest surgical center (Traveler) or at the closest center (Non-Traveler). Multivariate logistic regression assessed the effects of travel distance and traveler status on mortality and major morbidity adjusted for STS predicted risk, median income by zip code, and payer status. RESULTS Median travel distance for all patients (n = 4765) was 19 miles and after risk-adjustment increasing distance was associated with reduced operative mortality (odds ratio [OR], 0.94 [0.89-1.00], P = .049) with no impact on major morbidity. Travelers (445 patients, 9.3%) had lower median income, higher self-pay and reoperative status, but similar urgent/emergent status and STS risk as Non-Travelers. Travelers had lower operative mortality (1.6% vs 4.3%, P = .005) which remained statistically lower after risk-adjustment (OR, 0.32 [0.14-0.75], P = .009). This mortality difference was particularly pronounced in patients with postoperative complications (3.1% vs 7.9%, P = .005). CONCLUSIONS Contrary to other surgical subspecialties, farther travel distance and bypassing the nearest surgical center were associated with lower rates of operative mortality and failure to rescue. Either referral patterns or financials reasons may result in Travelers ending up at high performing centers that prevent escalation of complications.
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Affiliation(s)
- Robert B Hawkins
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia
| | - Matthew Byler
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia
| | - Clifford Fonner
- Virginia Cardiac Surgery Quality Initiative, Falls Church, Virginia
| | - Irving L Kron
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia
| | - Leora T Yarboro
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia
| | - Alan M Speir
- Department of Surgery for, INOVA Heart and Vascular Institute, Falls Church, Virginia
| | - Mohammed A Quader
- Division of Cardiothoracic Surgery, Virginia Commonwealth University, Richmond, Virginia
| | - Gorav Ailawadi
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia
| | - J Hunter Mehaffey
- Division of Thoracic and Cardiovascular Surgery, University of Virginia, Charlottesville, Virginia
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16
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Patient Factor Disparities in Imaging Follow-Up Rates After Incidental Abdominal Findings. AJR Am J Roentgenol 2019; 212:589-595. [DOI: 10.2214/ajr.18.20083] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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McKane M, Dodd DA, Mettler BA, Wujcik KA, Godown J. Geographic Distance From Transplant Center Does Not Impact Pediatric Heart Transplant Outcomes. Prog Transplant 2018; 28:170-173. [PMID: 29558879 DOI: 10.1177/1526924818765811] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Many pediatric heart transplant recipients live a significant distance from their transplant center. This results in families either traveling long distances or relying on outside physicians to assume aspects of their care. Distance has been implicated to play a role in congenital heart disease outcomes, but its impact on heart transplantation has not been reported. The aim of this study was to assess the impact of distance on pediatric heart transplant outcomes. METHODS The Scientific Registry of Transplant Recipients database was queried for all pediatric heart transplant recipients from large US children's hospitals (1987-2014). Patients were stratified into 4 groups (<20, 20-50, 50-100, and >100 miles) based on distance. Survival curves were generated and compared using the log-rank test. Cox proportional hazards regression was performed to adjust for differences between groups. RESULTS A total of 4768 patients were included in the analysis, of which 1435 (30.1%) were <20 miles, 940 (19.7%) were 20 to 50 miles, 806 (16.9%) were 50 to 100 miles, and 1587 (33.3%) were >100 miles from their transplant center. There was no difference in posttransplant survival based on distance after adjusting for patient age, gender, ethnicity, blood type, diagnosis, listing status, and the need for pretransplant ventricular assist device, extracorporeal membrane oxygenation, or ventilator support. CONCLUSION There is no significant difference in graft survival after pediatric heart transplantation based on patient distance from their transplant center. Our data suggest the current strategy of transitioning some aspects of transplant care to local physicians or management from a distance does not increase posttransplant mortality risk.
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Affiliation(s)
- Meghann McKane
- 1 Division of Pediatric Cardiology, Sibley Heart Center Cardiology, Emory University, Atlanta, GA, USA
| | - Debra A Dodd
- 2 Division of Pediatric Cardiology, Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, TN, USA
| | - Bret A Mettler
- 3 Division of Pediatric Cardiothoracic Surgery, Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, TN, USA
| | - Kari A Wujcik
- 2 Division of Pediatric Cardiology, Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, TN, USA
| | - Justin Godown
- 2 Division of Pediatric Cardiology, Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, TN, USA
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Batchelor W, Kandzari DE, Davis S, Tami L, Wang JC, Othman I, Gigliotti OS, Haghighat A, Singh S, Lopez M, Giugliano G, Horwitz PA, Chandrasekhar J, Underwood P, Thompson CA, Mehran R. Outcomes in Women and Minorities Compared With White Men 1 Year After Everolimus-Eluting Stent Implantation: Insights and Results From the PLATINUM Diversity and PROMUS Element Plus Post-Approval Study Pooled Analysis. JAMA Cardiol 2017; 2:1303-1313. [PMID: 29049508 PMCID: PMC5814993 DOI: 10.1001/jamacardio.2017.3802] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Accepted: 08/30/2017] [Indexed: 01/10/2023]
Abstract
Importance There exist limited outcomes data for women and minorities after contemporary percutaneous coronary intervention (PCI). Objective To examine 1-year outcomes in women and minorities vs white men after PCI with everolimus-eluting stents. Design, Settings, and Participants The PLATINUM Diversity study was a single-arm study enrolling women and minorities. Patient-level pooling with the PROMUS Element Plus Post-Approval Study was prespecified. Data on social determinants of health and language were collected in the PLATINUM Diversity cohort, which included 1501 patients at 52 US sites. The PROMUS Element Plus Post-Approval study enrolled 2681 patients at 52 US sites with some site overlap and included an "all-comers" population. All patients were enrolled beginning in October 2014 and were followed for 12 months. Analyses began in August 2016. Interventions Patients received 1 or more everolimus-eluting stent implantation. Main Outcomes and Measures The primary end point was 1-year major adverse cardiac events (MACE), which included death/myocardial infarction (MI)/target vessel revascularization. Secondary ischemic end points were also evaluated. Results The pooled study consisted of 4182 patients: 1635 white men (39.1%), 1863 women (white and minority) (44.5%), and 1059 minority patients (women and men) (25.3%). Women and minorities had a higher prevalence of diabetes, prior stroke, hypertension, renal disease, and congestive heart failure than white men but lower rates of multivessel disease, prior coronary artery bypass graft surgery, prior MI, and smoking. Unadjusted 1-year MACE rates (white men, 7.6%; women, 8.6%; minorities, 9.6%) were similar between groups with no significant differences after risk adjustment. The adjusted risk of death/MI was higher among women (odds ratio, 1.6; 95% CI, 1.1-2.4) and minorities (odds ratio, 1.9; 95% CI, 1.2-2.8) compared with white men and the adjusted risk of MI was higher in minorities (odds ratio, 2.6; 95% CI, 1.4-4.8). These differences were driven primarily by nonstent-related MIs. Within the PLATINUM Diversity cohort, the independent predictors of MACE were cardiogenic shock, renal disease, history of peripheral vascular disease, multivessel disease, widowhood, and lack of private insurance. Conclusions and Relevance After contemporary everolimus-eluting stent implantation, women and minorities experience a similar risk of 1-year MACE but a higher adjusted risk of recurrent ischemic events primarily because of nonstent-related MIs. Both clinical and angiographic factors and social determinants of health, including widowhood and insurance status, contribute to 1-year MACE among women and minorities.
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Affiliation(s)
| | | | | | - Luis Tami
- Research Physicians Network Alliance, Hollywood, Florida
| | - John C. Wang
- MedStar Union Memorial Hospital, Baltimore, Maryland
| | - Islam Othman
- North Carolina Heart and Vascular Research, Raleigh
| | | | - Amir Haghighat
- Cardiovascular Institute of Northwest Florida, Panama City
| | | | - Mario Lopez
- Charlotte Heart and Vascular Institute, Port Charlotte, Florida
| | | | | | | | - Paul Underwood
- Boston Scientific Corporation, Marlborough, Massachusetts
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19
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Mehaffey JH, Hawkins RB, Mullen MG, Meneveau MO, Schirmer B, Kron IL, Jones RS, Hallowell PT. Access to Quaternary Care Surgery: Implications for Accountable Care Organizations. J Am Coll Surg 2016; 224:525-529. [PMID: 28017810 DOI: 10.1016/j.jamcollsurg.2016.12.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2016] [Accepted: 12/08/2016] [Indexed: 01/11/2023]
Abstract
BACKGROUND Accountable care organizations (ACOs) attempt to provide the most efficient and effective care to patients within a region. We hypothesized that patients who undergo surgery closer to home have improved survival due to proximity of preoperative and post-discharge care. STUDY DESIGN All (17,582) institutional American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) patients with a documented ZIP code and predicted risk, who underwent surgery at our institution (2005 to 2014), were evaluated. Google Maps calculated travel times, and patients were stratified by 1 hour of travel (local vs regional). Multivariable logistic regression and Cox proportional hazard models were used to evaluate the NSQIP risk-adjusted effects of travel time on operative morbidity, mortality, and long-term survival. RESULTS Median travel time was 65 minutes, with regional patients demonstrating significantly higher rates of ascites, hypertension, diabetes, disseminated cancer, >10% weight loss, higher American Society of Anesthesiologists (ASA) score, higher predicted risk of morbidity and mortality, and lower functional status (all p < 0.01). After adjusting for ACS NSQIP-predicted risk, travel time was not significantly associated with 30-day mortality (odds ratio [OR] 1.06; p = 0.42) or any major morbidities (all p > 0.05). However, survival analysis demonstrated that travel time is an independent predictor of long-term mortality (OR 1.24; p < 0.001). CONCLUSIONS Patients traveling farther for care at a quaternary center had higher rates of comorbidities and predicted risk of complications. Additionally, travel time predicts risk-adjusted long-term mortality, suggesting a major focus of ACOs will need to be integration of care at the periphery of their region.
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Affiliation(s)
| | - Robert B Hawkins
- Department of Surgery, University of Virginia, Charlottesville, VA
| | - Matthew G Mullen
- Department of Surgery, University of Virginia, Charlottesville, VA
| | - Max O Meneveau
- Department of Surgery, University of Virginia, Charlottesville, VA
| | - Bruce Schirmer
- Department of Surgery, University of Virginia, Charlottesville, VA
| | - Irving L Kron
- Department of Surgery, University of Virginia, Charlottesville, VA
| | - R Scott Jones
- Department of Surgery, University of Virginia, Charlottesville, VA
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20
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Maniar H. Invited Commentary. Ann Thorac Surg 2015; 100:2218-9. [PMID: 26652516 DOI: 10.1016/j.athoracsur.2015.07.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2015] [Revised: 07/05/2015] [Accepted: 07/13/2015] [Indexed: 10/22/2022]
Affiliation(s)
- Hersh Maniar
- Division of Cardiothoracic Surgery, Washington University School of Medicine, 1 Barnes Jewish Hospital Plaza, Saint Louis, MO 63110.
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