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Schousboe JT, Langsetmo L, Kats AM, Taylor BC, Boyd C, Van Riper D, Kado DM, Duan-Porter W, Cawthon PM, Ensrud KE. Neighborhood Socioeconomic Deprivation and Health Care Costs in Older Community-Dwelling Adults: Importance of Functional Impairment and Frailty. J Gen Intern Med 2024; 39:3009-3017. [PMID: 38937364 PMCID: PMC11576700 DOI: 10.1007/s11606-024-08875-8] [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: 01/24/2024] [Accepted: 06/11/2024] [Indexed: 06/29/2024]
Abstract
BACKGROUND Low neighborhood socioeconomic status is associated with adverse health outcomes, but its association with health care costs in older adults is uncertain. OBJECTIVES To estimate the association of neighborhood Area Deprivation Index (ADI) with total, inpatient, outpatient, skilled nursing facility (SNF), and home health care (HHC) costs among older community-dwelling Medicare beneficiaries, and determine whether these associations are explained by multimorbidity, phenotypic frailty, or functional impairments. DESIGN Four prospective cohort studies linked with each other and with Medicare claims. PARTICIPANTS In total, 8165 community-dwelling fee-for-service beneficiaries (mean age 79.2 years, 52.9% female). MAIN MEASURES ADI of participant residence census tract, Hierarchical Conditions Category multimorbidity score, self-reported functional impairments (difficulty performing four activities of daily living), and frailty phenotype. Total, inpatient, outpatient, post-acute SNF, and HHC costs (US 2020 dollars) for 36 months after the index examination. KEY RESULTS Mean incremental annualized total health care costs adjusted for age, race/ethnicity, and sex increased with ADI ($3317 [95% CI 1274 to 5360] for the most deprived vs least deprived ADI quintile, and overall p-value for ADI variable 0.009). The incremental cost for the most deprived vs least deprived ADI quintile was increasingly attenuated after separate adjustment for multimorbidity ($2407 [95% CI 416 to 4398], overall ADI p-value 0.066), frailty phenotype ($1962 [95% CI 11 to 3913], overall ADI p-value 0.22), or functional impairments ($1246 [95% CI -706 to 3198], overall ADI p-value 0.29). CONCLUSIONS Total health care costs are higher for older community-dwelling Medicare beneficiaries residing in the most socioeconomically deprived areas compared to the least deprived areas. This association was not significant after accounting for the higher prevalence of phenotypic frailty and functional impairments among residents of socioeconomically deprived neighborhoods.
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Affiliation(s)
- John T Schousboe
- HealthPartners Institute, Bloomington, MN, USA.
- Divison of Health Policy & Management, School of Public Health, University of Minnesota, Minneapolis, MN, USA.
| | - Lisa Langsetmo
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
- Center for Care Delivery & Outcomes Research, VA Health Care System, Minneapolis, MN, USA
| | - Allyson M Kats
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Brent C Taylor
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
- Center for Care Delivery & Outcomes Research, VA Health Care System, Minneapolis, MN, USA
| | - Cynthia Boyd
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
- Department of Health Policy & Management, Johns Hopkins University, Baltimore, MD, USA
- Department of Epidemiology, Johns Hopkins University, Baltimore, MD, USA
| | - David Van Riper
- Minnesota Population Center, University of Minnesota, Minneapolis, MN, USA
| | - Deborah M Kado
- Department of Medicine, Stanford University, Palo Alto, CA, USA
- Geriatric Research Education and Clinical Center (GRECC), VA Health Care System, Palo Alto, CA, USA
| | - Wei Duan-Porter
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
- Center for Care Delivery & Outcomes Research, VA Health Care System, Minneapolis, MN, USA
| | - Peggy M Cawthon
- California Pacific Medical Center Research Institute, San Francisco, CA, USA
| | - Kristine E Ensrud
- Department of Medicine, University of Minnesota, Minneapolis, MN, USA
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
- Center for Care Delivery & Outcomes Research, VA Health Care System, Minneapolis, MN, USA
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Botticello AL, Murphy L, Charlifue S, Chen Y, Corrigan J, Driver S, Eagye CB, Wilroy J, Lequerica A. Development of Composite Measures of Neighborhood Economic Factors for Use in Spinal Cord Injury Outcomes Studies: A Spinal Cord Injury Model Systems Database Study. Arch Phys Med Rehabil 2024; 105:2118-2126. [PMID: 39151747 DOI: 10.1016/j.apmr.2024.06.018] [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: 04/04/2024] [Revised: 06/02/2024] [Accepted: 06/18/2024] [Indexed: 08/19/2024]
Abstract
OBJECTIVE To develop composite measures of neighborhood economic factors for use with the national Spinal Cord Injury Model Systems (SCIMSs) database in cross-sectional and longitudinal investigations of the social determinants of health. DESIGN Secondary data analysis of administrative data from the 2009, 2014, and 2019 American Community Survey (ACS) 5-year estimates and survey data collected for the SCIMS database. SETTING Community. PARTICIPANTS The validity of the neighborhood economic measures developed from the ACS data was tested with a sample of SCIMS participants who completed a follow-up interview between 2017 and 2021 (N=8,130). The predictive validity of the neighborhood measures was assessed with a subsample of cases with complete data on the outcome and covariate measures (N=6,457). INTERVENTIONS Not applicable. MAIN OUTCOME MEASURES A binary measure of self-rated health status (1=poor/fair health; 0=good/very good/excellent). RESULTS A combination of panel review and data reduction techniques yielded 2 distinct measuring neighborhood socioeconomic status (SES) and neighborhood socioeconomic disadvantage that were validated using 3 waves of ACS data and the SCIMS data. The odds of reporting poor health were lower among people living in moderate- and high-SES neighborhoods and highest among people living in moderately and highly disadvantaged neighborhoods. The negative association between neighborhood SES and poor health was fully attenuated by differences in participants' individual demographic and economic characteristics whereas the positive association between neighborhood disadvantage and poor health persisted after adjusting for individual differences. CONCLUSIONS The two composite measures of neighborhood economic factors developed by this study are robust in samples from different periods of time and valid for use with the SCIMS database. Future investigations conducting surveillance of the needs of the SCI population using this resource may consider using these measures to assess the effect of the social determinants of health in outcomes after SCI.
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Affiliation(s)
- Amanda L Botticello
- Center for Outcomes and Assessment Research, Kessler Foundation, West Orange, NJ; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, NJ.
| | - Lauren Murphy
- Center for Outcomes and Assessment Research, Kessler Foundation, West Orange, NJ; Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, NJ
| | | | - Yuying Chen
- Department of Physical Medicine and Rehabilitation, University of Alabama, Birmingham, AL
| | - John Corrigan
- Department of Physical Medicine and Rehabilitation, College of Medicine, The Ohio State University, Columbus, OH
| | - Simon Driver
- Physical Medicine and Rehabilitation, Baylor Scott and White Research Institute, Dallas, TX
| | - C B Eagye
- Research Department, Craig Hospital, Englewood, CO
| | - Jereme Wilroy
- Department of Physical Medicine and Rehabilitation, University of Alabama, Birmingham, AL
| | - Anthony Lequerica
- Department of Physical Medicine and Rehabilitation, Rutgers New Jersey Medical School, NJ; Center for Traumatic Brain Injury Research, Kessler Foundation, East Hanover, NJ
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Keteyian SJ, Grimshaw C, Ehrman JK, Kerrigan DJ, Abdul-Nour K, Lanfear DE, Brawner CA. The iATTEND Trial: A Trial Comparing Hybrid Versus Standard Cardiac Rehabilitation. Am J Cardiol 2024; 221:94-101. [PMID: 38670326 PMCID: PMC11144075 DOI: 10.1016/j.amjcard.2024.04.034] [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: 01/16/2024] [Revised: 03/22/2024] [Accepted: 04/19/2024] [Indexed: 04/28/2024]
Abstract
The improving ATTENDance (iATTEND) to cardiac rehabilitation (CR) trial tested the hypotheses that hybrid CR (HYCR) (combination of virtual and in-facility CR sessions) would result in greater attendance compared with traditional, facility-based only CR (FBCR) and yield equivalent improvements in exercise capacity and health status. Patients were randomized to HYCR (n = 142) or FBCR (n = 140), stratified by gender and race. Attendance was assessed as number of CR sessions completed within 6 months (primary end point) and the percentage of patients completing 36 CR sessions. Other end points (tested for equivalency) included exercise capacity and self-reported health status. HYCR patients completed 1 to 12 sessions in-facility, with the balance completed virtually using synchronized, 2-way audiovisual technology. Neither total number of CR sessions completed within 6 months (29 ± 12 vs 28 ± 12 visits, adjusted p = 0.94) nor percentage of patients completing 36 sessions (59 ± 4% vs 51 ± 4%, adjusted p = 0.32) were significantly different between HYCR and FBCR, respectively. The between-group changes for exercise capacity (peak oxygen uptake, 6-minute walk distance) and health status were equivalent. Regarding safety, no sessions required physician involvement, there was 1 major adverse event after a virtual session, and no falls required medical attention. In conclusion, although we rejected our primary hypothesis that attendance would be greater with HYCR versus FBCR, we showed that FBCR and HYCR resulted in similar patient attendance patterns and equivalent improvements in exercise capacity and health status. HYCR which incorporates virtually supervised exercise should be considered an acceptable alternative to FBCR. NCT Identifier: 03646760; The Improving ATTENDance to Cardiac Rehabilitation Trial - Full-Text View - ClinicalTrials. gov; https://classic.clinicaltrials.gov/ct2/show/NCT03646760.
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Affiliation(s)
- Steven J Keteyian
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan.
| | - Crystal Grimshaw
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan
| | - Jonathan K Ehrman
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan
| | - Dennis J Kerrigan
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan
| | - Khaled Abdul-Nour
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan
| | - David E Lanfear
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan
| | - Clinton A Brawner
- Division of Cardiovascular Medicine, Department of Medicine, Henry Ford Health Detroit, Michigan
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Sadeghi M, Askari A, Bostan F, Heidari A, Rafiee H, Alavi Tabatabaei G, Ghasemi G, Roohafza H. Impact of cardiac rehabilitation on erectile dysfunction in cardiovascular patients: a systematic review and meta-analysis. Sex Med 2024; 12:qfae043. [PMID: 38953013 PMCID: PMC11215551 DOI: 10.1093/sexmed/qfae043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Revised: 06/07/2024] [Accepted: 06/08/2024] [Indexed: 07/03/2024] Open
Abstract
Background Cardiovascular diseases (CVDs) and erectile dysfunction (ED) frequently co-occur, significantly affecting the quality of life of individuals. Aim To assess the impact of cardiac rehabilitation (CR) on ED in patients with CVD through a systematic review and meta-analysis. Methods This study analyzed randomized controlled trials and other studies comparing CR with usual care for adult males (≥18 years) with any cardiac disease. Literature searches were extensive, and the risk of bias was evaluated by the Cochrane Collaboration tool. Data from 6 studies involving 668 participants were included in the meta-analysis. Outcomes The primary outcome was the improvement in ED, as measured with the International Index of Erectile Function. Results A statistically significant improvement in erectile function was observed across 6 studies, with a Morris dppc2 effect size of 0.38 (95% CI, 0.17-0.59). Despite initial high heterogeneity (I 2 = 95.7%), identification and correction for selective outcome reporting bias mitigated this issue. Clinical Translation CR has a modest but statistically significant impact on improving ED in patients with CVD, indicating its potential positive contribution to the quality of life of this group. Strengths and Limitations The study's strengths include a comprehensive literature search and a rigorous methodological approach. Limitations involve high heterogeneity among studies and a low level of evidence due to small sample sizes and study quality; however, the source of heterogeneity was identified and mitigated following risk-of-bias assessment. Conclusion The results suggest that CR has a statistically significant but modest impact on improving ED in patients with CVD. Clinicians should consider the integration of CR into the clinical management of these individuals. This study underscores the potential for CR to contribute positively to the quality of life for patients with CVD by addressing associated ED (PROSPERO: CRD42022374625).
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Affiliation(s)
- Masoumeh Sadeghi
- Chamran Cardiovascular Research and Education Hospital, Isfahan University of Medical Sciences, Isfahan, Iran
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Ali Askari
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Fatemeh Bostan
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Afshin Heidari
- Cardiac Rehabilitation Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Health Policy Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Hamed Rafiee
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | | | - Golsa Ghasemi
- School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
- Isfahan Kidney Diseases Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Hamidreza Roohafza
- Isfahan Cardiovascular Research Center, Cardiovascular Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
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Thompson MP, Hou H, Fliegner M, Guduguntla V, Cascino T, Aaronson KD, Likosky DS, Sukul D, Keteyian SJ. Cardiac Rehabilitation Use After Heart Failure Hospitalization Associated With Advanced Heart Failure Center Status. J Cardiopulm Rehabil Prev 2024; 44:194-201. [PMID: 38300252 PMCID: PMC11065630 DOI: 10.1097/hcr.0000000000000846] [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] [Indexed: 02/02/2024]
Abstract
PURPOSE Cardiac rehabilitation (CR) is an evidence-based, guideline-endorsed therapy for patients with heart failure with reduced ejection fraction (HFrEF) but is broadly underutilized. Identifying structural factors contributing to increased CR use may inform quality improvement efforts. The objective here was to associate hospitalization at a center providing advanced heart failure (HF) therapies and subsequent CR participation among patients with HFrEF. METHODS A retrospective analysis was performed on a 20% sample of Medicare beneficiaries primarily hospitalized with an HFrEF diagnosis between January 2008 and December 2018. Outpatient claims were used to identify CR use (no/yes), days to first session, number of attended sessions, and completion of 36 sessions. The association between advanced HF status (hospitals performing heart transplantation or ventricular assist device implantations) and CR participation was evaluated with logistic regression, accounting for patient, hospital, and regional factors. RESULTS Among 143 392 Medicare beneficiaries, 29 487 (20.6%) were admitted to advanced HF centers (HFCs) and 5317 (3.7%) attended a single CR session within 1 yr of discharge. In multivariable analysis, advanced HFC status was associated with significantly greater relative odds of participating in CR (OR = 2.20: 95% CI, 2.08-2.33; P < .001) and earlier initiation of CR participation (-8.5 d; 95% CI, -12.6 to 4.4; P < .001). Advanced HFC status had little to no association with the intensity of CR participation (number of visits or 36 visit completion). CONCLUSIONS Medicare beneficiaries hospitalized for HF were more likely to attend CR after discharge if admitted to an advanced HFC than a nonadvanced HFC.
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Affiliation(s)
- Michael P. Thompson
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Hechuan Hou
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Max Fliegner
- Oakland University William Beaumont School of Medicine, Auburn Hills, MI, USA
| | - Vinay Guduguntla
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Thomas Cascino
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Keith D. Aaronson
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Donald S. Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI, USA
| | - Devraj Sukul
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Steven J. Keteyian
- Division of Cardiovascular Medicine, Henry Ford Health System, Detroit, MI, USA
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Iyngkaran P, Appuhamilage PY, Patabandige G, Sarathchandra Peru Kandage PS, Usmani W, Hanna F. Barriers to Cardiac Rehabilitation among Patients Diagnosed with Cardiovascular Diseases-A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2024; 21:339. [PMID: 38541338 PMCID: PMC10970436 DOI: 10.3390/ijerph21030339] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 03/11/2024] [Accepted: 03/11/2024] [Indexed: 01/11/2025]
Abstract
BACKGROUND Cardiovascular diseases (CVDs) are a rising global burden. Preventative strategies such as cardiac rehabilitation (CR) have shown a marked reduction in disease burden. Despite this, CR is underutilized worldwide. This study aims to identify the barriers to CR among patients diagnosed with CVD. METHODS A scoping review of the literature was conducted following the Joanna Briggs Institute (JBI) guidelines. Four major databases, including CINAHL, PubMed, EBSCOhost, and Scopus, were used to obtain studies published between 2010 and 2023. Search terms such as "Cardiac rehab*", "Barrier*", "Cardiovascular", "Disease", and "diagnosis*" were utilized in order to obtain subject-specific studies relevant to the research question. RESULTS From the initial 2098 studies, only 14 were included in the final analysis, consisting of both qualitative and quantitative designs. The thematic analysis included "healthcare system-related factors", "Socioeconomic factors", and "individual characteristics". Healthcare system-related factors were mostly related to the poor availability of CR programs, lack of proper referral strategies, inadequate knowledge of CR provider and inter-provider communication issues, and lack of alternative methods of CR delivery. The socioeconomic barriers were lack of education, longer distance to CR facilities, high cost of care, unemployment, and poor income status. The identified individual characteristics were female gender, older age, and comorbidities. CONCLUSIONS Lack of resources, poor access, educational attainment, and high cost of care were some of the barriers to CR, particularly in low- and middle-income countries (LMICs). Health policymakers and healthcare providers should implement strategies incorporating the issues identified in this scoping review. Systematic reviews may be required to confirm these findings.
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Affiliation(s)
- Pupalan Iyngkaran
- Torrens University Australia, Melbourne, VIC 3000, Australia
- University of Notre Dame, Melbourne, VIC 3000, Australia
| | - Pavithra Yapa Appuhamilage
- Program of Public Health, Department of Health and Education, Torrens University Australia, Melbourne, VIC 3000, Australia; (P.Y.A.); (G.P.); (P.S.S.P.K.)
| | - Gayani Patabandige
- Program of Public Health, Department of Health and Education, Torrens University Australia, Melbourne, VIC 3000, Australia; (P.Y.A.); (G.P.); (P.S.S.P.K.)
| | | | - Wania Usmani
- Program of Public Health, Department of Health and Education, Torrens University Australia, Melbourne, VIC 3000, Australia; (P.Y.A.); (G.P.); (P.S.S.P.K.)
| | - Fahad Hanna
- Program of Public Health, Department of Health and Education, Torrens University Australia, Melbourne, VIC 3000, Australia; (P.Y.A.); (G.P.); (P.S.S.P.K.)
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Patel UJ, Shaikh HJF, Brodell JD, Coon M, Ketz JP, Soin SP. Increased Neighborhood Deprivation Is Associated with Prolonged Hospital Stays After Surgical Fixation of Traumatic Pelvic Ring Injuries. J Bone Joint Surg Am 2023; 105:1972-1979. [PMID: 37725686 DOI: 10.2106/jbjs.23.00292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/21/2023]
Abstract
BACKGROUND The purpose of this study was to understand the role of social determinants of health assessed by the Area Deprivation Index (ADI) on hospital length of stay and discharge destination following surgical fixation of pelvic ring fractures. METHODS A retrospective chart analysis was performed for all patients who presented to our level-I trauma center with pelvic ring injuries that were treated with surgical fixation. Social determinants of health were determined via use of the ADI, a comprehensive metric of socioeconomic status, education, income, employment, and housing quality. ADI values range from 0 to 100 and are normalized to a U.S. mean of 50, with higher scores representing greater social deprivation. We stratified our cohort into 4 ADI quartiles. Statistical analysis was performed on the bottom (25th percentile and below, least deprived) and top (75th percentile and above, most deprived) ADI quartiles. Significance was set at p < 0.05. RESULTS There were 134 patients who met the inclusion criteria. Patients in the most deprived group were significantly more likely to have a history of smoking, to self-identify as Black, and to have a lower mean household income (p = 0.001). The most deprived ADI quartile had a significantly longer mean length of stay (and standard deviation) (19.2 ± 19 days) compared with the least deprived ADI quartile (14.7 ± 11 days) (p = 0.04). The least deprived quartile had a significantly higher percentage of patients who were discharged to a resource-intensive skilled nursing facility or inpatient rehabilitation facility compared with those in the most deprived quartile (p = 0.04). Race, insurance, and income were not significant predictors of discharge destination or hospital length of stay. CONCLUSIONS Patients facing greater social determinants of health had longer hospital stays and were less likely to be discharged to resource-intensive facilities when compared with patients of lesser social deprivation. This may be due to socioeconomic barriers that limit access to such facilities. LEVEL OF EVIDENCE Prognostic Level III . See Instructions for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Urvi J Patel
- Department of Orthopaedic Surgery & Physical Performance, University of Rochester Medical Center, Rochester, New York
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Azap L, Woldesenbet S, Lima H, Munir MM, Diaz A, Endo Y, Yang J, Mokadam NA, Ganapathi A, Pawlik TM. The Association of Persistent Poverty and Outcomes Among Patients Undergoing Cardiac Surgery. J Surg Res 2023; 292:30-37. [PMID: 37572411 DOI: 10.1016/j.jss.2023.07.030] [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: 03/13/2023] [Revised: 07/10/2023] [Accepted: 07/12/2023] [Indexed: 08/14/2023]
Abstract
INTRODUCTION We sought to evaluate the association of county-level poverty duration and cardiac surgical outcomes. METHODS Patients who underwent coronary artery bypass graft, surgical aortic valve replacement, and mitral valve repair and replacement between 2016 and 2020 were identified using the Medicare Standard Analytical Files Database. County-level poverty data were acquired from the American Community Survey and US Department of Agriculture (1980-2015). High poverty was defined as ≥19.5% of residents in poverty. Patients were stratified into never-high poverty (NHP), intermittent low poverty, intermittent high poverty, and persistent poverty (PP). A mixed-effect hierarchical generalized linear model and Cox regression models that adjusted for patient-level covariates were used to evaluate outcomes. RESULTS Among 237,230 patients, 190,659 lived in NHP counties, while 10,273 resided in PP counties. Compared with NHP patients, PP patients were more likely to present at a younger median age (NHP: 75 y versus PP: 74 y), be non-Hispanic Black (5388, 2.9% versus PP: 1030, 10.1%), and live in the south (NHP: 66,012, 34.6% versus PP: 87,815, 76.1%) (all P < 0.001). PP patients also had more nonelective surgical operations (NHP: 58,490, 30.8% versus 3645, 35.6%, P < 0.001). Notably, PP patients had increased odds of 30-d mortality (odds ratio 1.13, 95% confidence interval [CI] 1.02-1.26), 90-d mortality (odds ratio 1.14, 95% CI 1.05-1.24), and risk of long-term mortality (hazard ratio 1.13, 95% CI 1.09-1.19) compared with patients in NHP counties (all P < 0.05). CONCLUSIONS County-level poverty was associated with a greater risk of short- and long-term mortality among cardiac surgical patients.
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Affiliation(s)
- Lovette Azap
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio; Division of Cardiac Surgery, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Selamawit Woldesenbet
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio
| | - Henrique Lima
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio
| | - Muhammad Musaab Munir
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio
| | - Adrian Diaz
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio
| | - Yutaka Endo
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio
| | - Jason Yang
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio
| | - Nahush A Mokadam
- Division of Cardiac Surgery, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Asvin Ganapathi
- Division of Cardiac Surgery, Department of Surgery, The Ohio State University Wexner Medical Center, Columbus, Ohio
| | - Timothy M Pawlik
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Center, Columbus, Ohio.
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Rocha JA, Azevedo LF, Freitas A, Cardoso JCS. Socioeconomic Inequalities and Predictors of Cardiac Rehabilitation Referral: Real-World Evidence. Am J Phys Med Rehabil 2023; 102:1020-1028. [PMID: 37126795 DOI: 10.1097/phm.0000000000002270] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
OBJECTIVE The aim of the study is to identify factors associated with cardiac rehabilitation referral after an acute coronary syndrome at a university hospital. DESIGN We analyzed 2814 hospitalizations due to acute coronary syndrome between 2017 and 2019 in Centro Hospitalar São João. The hospital's morbidity database was used to retrieve patient information. Cardiac rehabilitation referral and participation were identified from administrative databases and clinical records. Socioeconomic data were obtained from municipality of residence-level data rather than patient-specific data. RESULTS Of 2814 hospitalizations, 72% (2028 cases) were eligible for cardiac rehabilitation. Mean age was 65.2 ± 13.4 yrs; 72% men, 33% diabetic, 57.1% hypertensive, and 63.6% dyslipidemic. Cardiac rehabilitation referral rate was low, at 18.8%, with 42 (11.0%) not attending cardiac rehabilitation and 39 (10.2%) dropping out. Females (odds ratio = 0.72 [95% confidence interval = 0.52-1.00]), older patients (odds ratio = 0.57 [0.42-0.77]; 55-64 vs. <55 yrs), and those coming from lower-income municipalities (odds ratio = 0.53 [0.41-0.69], below median vs. above median) with lower education level (odds ratio = 0.70 [0.54-0.92]; ≤4 vs. >4 yrs) were less likely to be referred to cardiac rehabilitation. CONCLUSIONS There is a need for new strategies to promote cardiac rehabilitation in disadvantaged groups, as sex, age, and socioeconomic inequities in access to cardiac rehabilitation remain unresolved.
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Affiliation(s)
- José Afonso Rocha
- From the Cardiovascular Rehabilitation Unit, Department of Physical Medicine and Rehabilitation, Centro Hospitalar Universitário São João, Porto, Portugal (JAR); Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal (JAR); Department of Community Medicine, Information and Health Decision Sciences (MEDCIDS) and Center for Health Technology and Services Research (CINTESIS), Faculty of Medicine, University of Porto, Porto, Portugal (LFA, AF); Department of Cardiology, Centro Hospitalar Universitário São João, Porto, Portugal (JCSC); and Faculty of Medicine, University of Porto, Porto, Portugal (JCSC)
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10
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Thompson MP, Hou H, Stewart JW, Pagani FD, Hawkins RB, Keteyian SJ, Sukul D, Likosky DS. Relationship Between Community-Level Distress and Cardiac Rehabilitation Participation, Facility Access, and Clinical Outcomes After Inpatient Coronary Revascularization. Circ Cardiovasc Qual Outcomes 2023; 16:e010148. [PMID: 37855157 PMCID: PMC10953712 DOI: 10.1161/circoutcomes.123.010148] [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: 04/17/2023] [Accepted: 09/18/2023] [Indexed: 10/20/2023]
Abstract
BACKGROUND Although disparities in cardiac rehabilitation (CR) participation are well documented, the role of community-level distress is poorly understood. This study evaluated the relationship between community-level distress and CR participation, access to CR facilities, and clinical outcomes. METHODS A retrospective cohort study was conducted on a 100% sample of Medicare beneficiaries undergoing inpatient coronary revascularization between July 2016 and December 2018. Community-level distress was defined using the Distressed Community Index quintile at the beneficiary zip code level, with the first and fifth quintiles representing prosperous and distressed communities, respectively. Outpatient claims were used to identify any CR use within 1 year of discharge. Beneficiary and CR facility zip codes were used to describe access to CR facilities. Adjusted logistic regression models evaluated the association between Distressed Community Index quintiles, CR use, and clinical outcomes, including one-year mortality, all-cause hospitalization, and acute myocardial infarction hospitalization. RESULTS A total of 414 730 beneficiaries were identified, with 96 929 (23.4%) located in the first and 67 900 (16.4%) in the fifth quintiles, respectively. Any CR use was lower for beneficiaries in distressed compared with prosperous communities (26.0% versus 46.1%, P<0.001), which was significant after multivariable adjustment (odds ratio, 0.41 [95% CI, 0.40-0.42]). A total of 98 458 (23.7%) beneficiaries had a CR facility within their zip code, which increased from 16.3% in prosperous communities to 26.6% in distressed communities. Any CR use was associated with absolute reductions in mortality (-6.8% [95% CI, -7.0% to -6.7%]), all-cause hospitalization (-5.9% [95% CI, -6.3% to -5.6%]), and acute myocardial infarction hospitalization (-1.3% [95% CI, -1.5% to -1.1%]), which were similar across each Distressed Community Index quintiles. CONCLUSIONS Although community-level distress was associated with lower CR participation, the clinical benefits were universally received. Addressing barriers to CR in distressed communities should be considered a significant priority to improve survival after coronary revascularization and reduce disparities.
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Affiliation(s)
| | - Hechuan Hou
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI
| | - James W Stewart
- Department of Surgery, Yale School of Medicine, New Haven, CT
| | | | | | | | - Devraj Sukul
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, Ann Arbor, MI
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
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11
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Sohn DG, Yoon J, Ro JS, Leigh JH. Geographic Distribution of Central Nervous System Rehabilitation Treatment in Korea and Its Associated Factors. J Korean Med Sci 2023; 38:e147. [PMID: 37218350 DOI: 10.3346/jkms.2023.38.e147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 02/12/2023] [Indexed: 05/24/2023] Open
Abstract
BACKGROUND Health disparity is defined as a difference in the accessibility of medical resources among regions or other factors. In South Korea, there might be a disparity because of the low proportion of public medical institutions. This study aimed to investigate the geographic distribution of rehabilitation treatment and examine the factors associated with the rates of rehabilitation treatment in Korea. METHODS We used administrative claims data in 2007, 2012, and 2017 from the National Health Insurance Database in Korea. We defined physical therapy and occupational therapy as rehabilitation treatments and analyzed the rate of rehabilitation treatments for administrative districts in 2007, 2012, and 2017. Interdecile range and coefficient of variation were used to investigate the geographic distribution of rehabilitation treatment over time. We applied multiple random intercept negative binomial regression to examine the factors associated with rehabilitation treatment. A total of 28,319,614 inpatient and outpatient claims were submitted for 874 hospitals that provided rehabilitation treatment in 2007, 2012, and 2017. RESULTS The increase in the mean rates of physical therapy inpatients and outpatients was greater than those for occupational therapy inpatients and outpatients from 2007 to 2017. Both physical therapy and occupational therapy were concentrated in the Seoul Capital Area and other large urban areas. More than 30% of the districts received no rehabilitation treatment. The interdecile range and coefficient of variation for physical therapy declined more than those for occupational therapy from 2007 to 2017. The deprivation index was negatively correlated with physical therapy inpatients, physical therapy outpatients, occupational therapy inpatients, and occupational therapy outpatients. Furthermore, a 1-unit increase in the number of hospital beds per 1,000 people was associated with 1.42 times higher physical therapy inpatient, 1.44 times higher physical therapy outpatient, 2.14 times higher occupational therapy inpatient, and 3.30 times higher occupational therapy outpatient treatment. CONCLUSION To reduce the geographic inequality in rehabilitation treatment, it is necessary to narrow the gap between the supply and demand of rehabilitation services. Providing incentives or direct provisions from the government might be an alternative.
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Affiliation(s)
- Dong-Gyun Sohn
- Graduate School of Public Health, Seoul National University, Seoul, Korea
- Outpatient Rehabilitation Center, Korea Workers' Compensation and Welfare Service Incheon Hospital, Incheon, Korea
| | - Jaehong Yoon
- Department of Rehabilitation Medicine, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, Korea
- National Traffic Injury Rehabilitation Research Institute, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
| | - Jun-Soo Ro
- Institute of Health Policy and Management, Medical Research Center, Seoul National University, Seoul, Korea
| | - Ja-Ho Leigh
- Department of Rehabilitation Medicine, Seoul National University College of Medicine, Seoul National University Hospital, Seoul, Korea
- National Traffic Injury Rehabilitation Research Institute, National Traffic Injury Rehabilitation Hospital, Yangpyeong, Korea
- Institute of Health Policy and Management, Medical Research Center, Seoul National University, Seoul, Korea.
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12
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National Analysis of Sternal Wound Complications and Readmissions After Coronary Bypass Surgery. Ann Thorac Surg 2022; 115:1136-1142. [PMID: 36581157 DOI: 10.1016/j.athoracsur.2022.12.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 12/09/2022] [Accepted: 12/19/2022] [Indexed: 12/27/2022]
Abstract
BACKGROUND Wound complications are a cause for readmission after cardiac surgery. Health insurance status has been associated with poor postoperative outcomes. We investigate the association between health insurance status and post-CABG wound dehiscence or infection along with 30-day wound-related readmission using a national database. METHODS We queried the National Readmissions Database for the year 2018 for patients aged 18 years or more undergoing multivessel coronary artery bypass graft surgery (CABG). Patients were subcategorized by health insurance status (private, Medicaid, Medicare, uninsured). Our primary outcomes were wound dehiscence or infection during the index admission and 30-day readmission after discharge for wound-related complications. RESULTS In all, 131,976 patients met inclusion criteria: 32.7% private, 7.6% Medicaid, 59.3% Medicare, and 0.4% uninsured. Compared with patients having private insurance, Medicaid patients had greater odds of readmission for superficial wound dehiscence (odds ratio [OR] 2.11; 1.11-4.00; P = .022) and deep wound dehiscence (OR 2.11; 95% CI, 1.09-4.10; P = .026), as did Medicare patients (OR 2.34; 95% CI, 1.29-3.88; P = .004; and OR 3.23; 95% CI, 1.76-5.90; P = .001, respectively). Medicaid patients additionally had higher odds of readmission for superficial wound infection (OR 1.59; 95% CI, 1.11-4.00; P = .014). Compared with patients with private insurance, Medicaid patients had higher odds of deep wound dehiscence on index admission (OR 1.97; 95% CI, 1.02-3.83; P = .044), and Medicare patients had higher odds of superficial wound dehiscence (OR 2.55; 95% CI, 1.28-5.06; P = .001). CONCLUSIONS Patients with Medicaid and Medicare had greater odds of readmission for wound complications and higher rates of wound dehiscence in their index admission. Further research is warranted to characterize factors driving readmission due to postsurgical wound complications in low socioeconomic status populations.
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Van Iterson EH, Laffin LJ, Cho L. National, regional, and urban-rural patterns in fixed-terrestrial broadband internet access and cardiac rehabilitation utilization in the United States. Am J Prev Cardiol 2022; 13:100454. [PMID: 36636124 PMCID: PMC9830103 DOI: 10.1016/j.ajpc.2022.100454] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2022] [Revised: 12/20/2022] [Accepted: 12/22/2022] [Indexed: 12/25/2022] Open
Abstract
Objective Sparse patterns in fixed-terrestrial broadband internet access are predominantly observed among older adults and low income areas, which are interrelated factors also associated with low center-based cardiac rehabilitation (CR) utilization in the United States (US). Telehealth CR is proposed to increase CR utilization under an assumption that fixed-terrestrial broadband internet access is readily available nationwide and parallels CR utilization demand. We aimed to characterize national, geographical, and urban-rural patterns in fixed-terrestrial broadband internet access, CR eligibility rates, and center-based utilization throughout the US. Methods Centers for Disease Control data were used to estimate CR eligibility rates and center-based utilization for 2017-2018 among Medicare fee-for-service beneficiaries aged ≥65 years. Census Bureau data for 2018 were used to estimate fixed-terrestrial broadband internet access among households of adults aged ≥65 years. Results Southern states exhibited the highest percentage of households without broadband internet [median (IQR): 32% (24-39)] coupled with the highest CR eligibility rates [per 1,000 beneficiaries, median (IQR): 18 (15-21)] and lowest participation rates [percentage completing ≥1 session, median (IQR): 25% (17-33)]. Compared with urban areas, rural areas demonstrated significantly higher eligibility rates [15.5 (13.2-18.4) vs. 17.4 (14.5-21.0)], participation rates [30.6% (22.0-39.4) vs. 34.6% (22.6-48.3)], and percentage of households without broadband internet [23.8% (18.1-29.2) vs. 31.6% (26.5-37.6)], respectively. Conclusion Overlapping patterns in fixed-terrestrial broadband internet access and CR eligibility rates and center-based utilization suggest telehealth CR policies need to account for the possibility that lack of broadband-quality internet access could be a barrier to accessing telehealth CR delivery models.
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Thompson MP, Yaser JM, Forrest A, Keteyian SJ, Sukul D. Evaluating the Feasibility of a Statewide Collaboration to Improve Cardiac Rehabilitation Participation: THE MICHIGAN CARDIAC REHAB NETWORK. J Cardiopulm Rehabil Prev 2022; 42:E75-E81. [PMID: 35831233 PMCID: PMC10069950 DOI: 10.1097/hcr.0000000000000706] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE Regional quality improvement collaboratives may provide one solution to improving cardiac rehabilitation (CR) participation through performance benchmarking and provider engagement. The objective of this study was to evaluate the feasibility of the Michigan Cardiac Rehab Network to improve CR participation. METHODS Multipayer claims data from the Michigan Value Collaborative were used to identify hospitals and CR facilities and assemble a multidisciplinary advisory group. Univariate analyses described participating hospital characteristics and hospital-level rates of CR performance across eligible conditions including enrollment within 1 yr, mean days to first CR visit, and mean number of CR visits within 1 yr. Three diverse CR facilities were chosen for virtual site visits to identify areas of success and barriers to improvement. RESULTS A total of 95 hospitals and 84 CR facilities were identified, with 48 hospitals (51%) providing interventional cardiology services and 33 (35%) providing cardiac surgical services. A 17-member multidisciplinary advisory group was assembled representing 13 institutions and diverse roles. Statewide CR enrollment across eligible admissions was 33.4%, with wide variation in CR performance measures across participating hospitals and eligible admissions. Virtual site visits revealed individual successes in improving CR participation but a variety of barriers to participation related to referrals, capacity and staffing constraints, and geographic and financial barriers. CONCLUSIONS This study demonstrated the feasibility of creating a statewide collaboration of hospitals and CR facilities centered around the goal of equitably improving CR enrollment for all eligible patients in Michigan that is supported by a multidisciplinary advisory group and performance benchmarking.
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Affiliation(s)
- Michael P Thompson
- Section of Health Services Research and Quality, Department of Cardiac Surgery (Dr Thompson) and Division of Cardiovascular Medicine, Department of Internal Medicine (Dr Sukul), Michigan Medicine, Ann Arbor; Michigan Value Collaborative, Ann Arbor (Dr Thompson and Ms Yaser); Blue Cross Blue Shield of Michigan Cardiovascular Consortium, Ann Arbor (Ms Forrest and Dr Sukul); and Division of Cardiovascular Medicine, Henry Ford Health System, Detroit, Michigan (Dr Keteyian)
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15
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Sever S, Harrison AS, Doherty P. Levels of depressive symptoms in cardiac patients attending cardiac rehabilitation with a history of depression: pre Covid-19 and Covid-19 period comparison. BMC Cardiovasc Disord 2022; 22:427. [PMID: 36171545 PMCID: PMC9517964 DOI: 10.1186/s12872-022-02867-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2022] [Accepted: 08/17/2022] [Indexed: 11/30/2022] Open
Abstract
Background The large-scale changes in cardiac rehabilitation (CR) programme delivery in response to COVID-19 has led to diminished provision. The influence of these service changes on the depression symptoms of patients in CR programmes is unknown. Our study investigated the extent of depressive symptoms prior to and during the COVID-19 periods in patients with a previous history of depression at the start of CR. Methods Use of Registry routine practice data, National Audit of Cardiac Rehabilitation (NACR), from COVID-19 period Feb 2020 and Jan 2021, as well as pre COVID-19 period Feb 2019 and Jan 2020, was extracted. Depressive symptoms were defined according to Hospital Anxiety and Depression Score ≥ 8. Chi-square tests and independent samples t-tests were used to investigate baseline characteristics. Additionally, a binary logistic regression to examine the factors associated with high levels of depressive symptoms. Results In total 3661 patients with a history of depression were included in the analysis. Patients attending CR during COVID-19 were found to be 11% more likely to have high levels of acute depressive symptoms compared to patients attending CR prior to COVID-19. Physical inactivity, increased anxiety, a higher total number of comorbidities, increased weight, and living in the most deprived areas were statistically significant factors associated with high levels of acute depressive symptoms at the start of CR following multivariate adjustments. Conclusion Our research suggests that following a cardiac event patients with prior history of depression have high levels of acute depressive symptoms at CR baseline assessment. This finding exists in both the pre Covid-19 and Covid-19 periods in patients with a history of depression.
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Affiliation(s)
- Serdar Sever
- Department of Health Sciences, Faculty of Science, University of York, ATB/255 Seebohm Rowntree Building, York, UK. .,Faculty of Health Sciences, Usak University, Uşak, Türkiye.
| | - Alexander Stephen Harrison
- Department of Health Sciences, Faculty of Science, University of York, ATB/255 Seebohm Rowntree Building, York, UK
| | - Patrick Doherty
- Department of Health Sciences, Faculty of Science, University of York, ATB/255 Seebohm Rowntree Building, York, UK
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16
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Ebinger JE, Lan R, Driver MP, Rushworth P, Luong E, Sun N, Nguyen T, Sternbach S, Hoang A, Diaz J, Heath M, Claggett BL, Bairey Merz CN, Cheng S. Disparities in Geographic Access to Cardiac Rehabilitation in Los Angeles County. J Am Heart Assoc 2022; 11:e026472. [PMID: 36073630 PMCID: PMC9683686 DOI: 10.1161/jaha.121.026472] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022]
Abstract
Background Exercise-based cardiac rehabilitation (CR) is known to reduce morbidity and mortality for patients with cardiac conditions. Sociodemographic disparities in accessing CR persist and could be related to the distance between where patients live and where CR facilities are located. Our objective is to determine the association between sociodemographic characteristics and geographic proximity to CR facilities. Methods and Results We identified actively operating CR facilities across Los Angeles County and used multivariable Poisson regression to examine the association between sociodemographic characteristics of residential proximity to the nearest CR facility. We also calculated the proportion of residents per area lacking geographic proximity to CR facilities across sociodemographic characteristics, from which we calculated prevalence ratios. We found that racial and ethnic minorities, compared with non-Hispanic White individuals, more frequently live ≥5 miles from a CR facility. The greatest geographic disparity was seen for non-Hispanic Black individuals, with a 2.73 (95% CI, 2.66-2.79) prevalence ratio of living at least 5 miles from a CR facility. Notably, the municipal region with the largest proportion of census tracts comprising mostly non-White residents (those identifying as Hispanic or a race other than White), with median annual household income <$60 000, contained no CR facilities despite ranking among the county's highest in population density. Conclusions Racial, ethnic, and socioeconomic characteristics are significantly associated with lack of geographic proximity to a CR facility. Interventions targeting geographic as well as nongeographic factors may be needed to reduce disparities in access to exercise-based CR programs. Such interventions could increase the potential of CR to benefit patients at high risk for developing adverse cardiovascular outcomes.
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Affiliation(s)
- Joseph E. Ebinger
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Roy Lan
- College of MedicineUniversity of Tennessee Health Science CenterMemphisTN
| | - Matthew P. Driver
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | | | - Eric Luong
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Nancy Sun
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Trevor‐Trung Nguyen
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Sarah Sternbach
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Amy Hoang
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Jacqueline Diaz
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Mallory Heath
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | | | - C. Noel Bairey Merz
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
| | - Susan Cheng
- Department of CardiologySmidt Heart Institute, Cedars‐Sinai Medical CenterLos AngelesCA
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17
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Keteyian SJ, Jackson SL, Chang A, Brawner CA, Wall HK, Forman DE, Sukul D, Ritchey MD, Sperling LS. Tracking Cardiac Rehabilitation Utilization in Medicare Beneficiaries: 2017 UPDATE. J Cardiopulm Rehabil Prev 2022; 42:235-245. [PMID: 35135961 PMCID: PMC10865223 DOI: 10.1097/hcr.0000000000000675] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE This study updates cardiac rehabilitation (CR) utilization data in a cohort of Medicare beneficiaries hospitalized for CR-eligible events in 2017, including stratification by select patient demographics and state of residence. METHODS We identified Medicare fee-for-service beneficiaries who experienced a CR-eligible event and assessed their CR participation (≥1 CR sessions in 365 d), engagement, and completion (≥36 sessions) rates through September 7, 2019. Measures were assessed overall, by beneficiary characteristics and state of residence, and by primary (myocardial infarction; coronary artery bypass surgery; heart valve repair/replacement; percutaneous coronary intervention; or heart/heart-lung transplant) and secondary (angina; heart failure) qualifying event type. RESULTS In 2017, 412 080 Medicare beneficiaries had a primary CR-eligible event and 28.6% completed ≥1 session of CR within 365 d after discharge from a qualifying event. Among beneficiaries who completed ≥1 CR session, the mean total number of sessions was 25 ± 12 and 27.6% completed ≥36 sessions. Nebraska had the highest enrollment rate (56.1%), with four other states also achieving an enrollment rate >50% and 23 states falling below the overall rate for the United States. CONCLUSIONS The absolute enrollment, engagement, and program completion rates remain low among Medicare beneficiaries, indicating that many patients did not benefit or fully benefit from a class I guideline-recommended therapy. Additional research and continued widespread adoption of successful enrollment and engagement initiatives are needed, especially among identified populations.
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Affiliation(s)
- Steven J. Keteyian
- Division of Cardiovascular Medicine, Henry Ford Health System, Detroit, MI
| | | | - Anping Chang
- Centers for Disease Control and Prevention, Atlanta, GA
| | - Clinton A. Brawner
- Division of Cardiovascular Medicine, Henry Ford Health System, Detroit, MI
- Department of Public Health Sciences, Henry Ford Health System, Detroit, MI
| | | | - Daniel E. Forman
- Divisions of Geriatrics and Cardiology, University of Pittsburgh and the VA Pittsburgh GRECC, Pittsburgh, PA
| | - Devraj Sukul
- Division of Cardiovascular Diseases, University of Michigan, Ann Arbor, MI
| | | | - Laurence S. Sperling
- Centers for Disease Control and Prevention, Atlanta, GA
- Emory University School of Medicine, Center for Heart Disease Prevention, Atlanta, GA
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Garfein J, Guhl EN, Swabe G, Sekikawa A, Barinas-Mitchell E, Forman DE, Magnani JW. Racial and Ethnic Differences in Cardiac Rehabilitation Participation: Effect Modification by Household Income. J Am Heart Assoc 2022; 11:e025591. [PMID: 35730601 PMCID: PMC9333381 DOI: 10.1161/jaha.122.025591] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Background Cardiac rehabilitation (CR) is associated with improved cardiovascular outcomes. Racial and ethnic differences in CR have been identified, but whether income may attenuate these disparities remains unknown. We evaluated (1) racial/ethnic differences in CR participation in a contemporary sample of insured US adults, and (2) assessed how household income modifies associations between race or ethnicity and CR participation. Methods and Results We identified 107 199 individuals with a CR‐qualifying diagnosis between January 1, 2016 and December 31, 2018 in Optum’s de‐identified Clinformatics database. We evaluated associations between race or ethnicity and participation in CR, and assessed interaction between race or ethnicity and annual household income. The mean±SD age of all participants was 70.4±11.6 years; 37.4% were female and 76.0% were White race. Overall, 28 443 (26.5%) attended ≥1 CR sessions. After adjustment, compared with White individuals, the probability of attending CR was 31% lower for Asian individuals (95% CI, 27%–36%), 19% lower for Black individuals (95% CI, 16%–22%), and 43% lower for Hispanic individuals (95% CI, 40%–45%), all P<0.0001. The time to CR attendance was also significantly longer for Asian, Black, and Hispanic individuals. Associations between race or ethnicity and attendance at CR differed significantly across household income categories (P interaction=0.0005); however, Asian, Black, and Hispanic individuals were less likely to attend CR at all incomes. Conclusions In a geographically and racially diverse cohort, participation in CR was low overall, and was lowest among Asian, Black, and Hispanic candidates. Household income may impact the link between race or ethnicity and attendance at CR, but substantial racial and ethnic disparities exist across incomes.
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Affiliation(s)
- Joshua Garfein
- Department of Medicine University of Pittsburgh School of Medicine Pittsburgh PA
| | - Emily N Guhl
- Heart and Vascular Institute University of Pittsburgh Medical Center Pittsburgh PA.,Department of Epidemiology, Graduate School of Public Health University of Pittsburgh PA
| | - Gretchen Swabe
- Department of Medicine University of Pittsburgh School of Medicine Pittsburgh PA
| | - Akira Sekikawa
- Department of Epidemiology, Graduate School of Public Health University of Pittsburgh PA
| | - Emma Barinas-Mitchell
- Department of Epidemiology, Graduate School of Public Health University of Pittsburgh PA
| | - Daniel E Forman
- Department of Medicine University of Pittsburgh School of Medicine Pittsburgh PA.,Heart and Vascular Institute University of Pittsburgh Medical Center Pittsburgh PA
| | - Jared W Magnani
- Department of Medicine University of Pittsburgh School of Medicine Pittsburgh PA.,Heart and Vascular Institute University of Pittsburgh Medical Center Pittsburgh PA.,Department of Epidemiology, Graduate School of Public Health University of Pittsburgh PA
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Morris A, Shah KS, Enciso JS, Hsich E, Ibrahim NE, Page R, Yancy C. HFSA Position Statement The Impact of Healthcare Disparities on Patients with Heart Failure. J Card Fail 2022; 28:1169-1184. [PMID: 35595161 DOI: 10.1016/j.cardfail.2022.04.008] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Revised: 04/06/2022] [Accepted: 04/06/2022] [Indexed: 01/17/2023]
Abstract
Heart Failure (HF) remains a condition associated with high morbidity, mortality, and associated costs. Although the number of medical and device-based therapies available to treat HF are expanding at a remarkable rate, disparities in the risk for incident HF and treatments delivered to patients are also of growing concern. These disparities span across racial and ethnic groups, socioeconomic status, and apply across the spectrum of HF from Stage A to Stage D. The complexity of HF risk and treatment is further impacted by the number of patients who experience the downstream impact of social determinants of health. The purpose of this document is to highlight the known healthcare disparities that exist in the care of patients with HF, and to provide a context for how clinicians and researchers should assess both biologic and social determinants of HF risk in vulnerable populations. Furthermore, this document will provide a framework for future steps that can be utilized to help diminish inequalities in access and clinical outcomes over time, and offer solutions to help reduce disparities within HF care.
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Affiliation(s)
| | | | | | | | | | - Robert Page
- 1462 Clifton Road Suite 504, Atlanta GA 30322
| | - Clyde Yancy
- 1462 Clifton Road Suite 504, Atlanta GA 30322
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20
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Mathews L, Akhiwu O, Mukherjee M, Blumenthal RS, Matsushita K, Ndumele CE. Disparities in the Use of Cardiac Rehabilitation in African Americans. CURRENT CARDIOVASCULAR RISK REPORTS 2022; 16:31-41. [PMID: 35573267 PMCID: PMC9077032 DOI: 10.1007/s12170-022-00690-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/05/2022] [Indexed: 11/03/2022]
Abstract
Purpose of review Cardiac rehabilitation (CR) is a comprehensive outpatient program that reduces the risk of mortality and recurrent events and improves functional status and quality of life for patients recovering from acute cardiovascular disease (CVD) events. Among individuals with established CVD, African Americans have a higher risk of major cardiac events, which underscores the importance of CR use among African Americans. However, despite their high likelihood of adverse outcomes, CR is poorly utilized in African Americans with CVD. We review data on CR utilization among African Americans, barriers to participation, and the implications for policy and practice. Recent findings Although established as a highly effective secondary prevention strategy, CR is underutilized in general, but especially by African Americans. Notwithstanding efforts to increase CR participation among all groups, participation rates remain low for African Americans and other minorities compared to Non-Hispanic Whites. The low CR participation rates by African Americans can be attributed to an array of factors including differential referral patterns, access to care, and socioeconomic factors. There are several promising strategies to improve CR participation which include promoting evidence-based guidelines, reducing barriers to access, novel CR delivery modalities, including more African Americans in CR clinical research, and increasing diversity in the CR workforce. Summary African Americans with CVD events are less likely to be referred to, enroll in, and complete CR than Non-Hispanic Whites. There are many factors that impact CR participation by African Americans. Initiatives at the health policy, health system, individual, and community level will be needed to reduce these disparities in CR use.
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Affiliation(s)
- Lena Mathews
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins School of Medicine, Baltimore, MD USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins School of Medicine, Baltimore, MD USA
- Division of Cardiology, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
- Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
| | - Ofure Akhiwu
- Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
| | - Monica Mukherjee
- Division of Cardiology, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
- Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
| | - Roger S. Blumenthal
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins School of Medicine, Baltimore, MD USA
- Division of Cardiology, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
- Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
| | - Kunihiro Matsushita
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins School of Medicine, Baltimore, MD USA
- Division of Cardiology, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
- Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD USA
| | - Chiadi E. Ndumele
- Ciccarone Center for the Prevention of Cardiovascular Disease, Johns Hopkins School of Medicine, Baltimore, MD USA
- Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins School of Medicine, Baltimore, MD USA
- Division of Cardiology, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
- Department of Medicine, Johns Hopkins School of Medicine, 600 N. Wolfe Street, Baltimore, MD 21218 USA
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21
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Liu Y, Conway D, Wan Z, Kantarcioglu M, Vorobeychik Y, Malin BA. De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering. AMIA ... ANNUAL SYMPOSIUM PROCEEDINGS. AMIA SYMPOSIUM 2022; 2021:793-802. [PMID: 35309009 PMCID: PMC8861681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Numerous studies have shown that a person's health status is closely related to their socioeconomic status. It is evident that incorporating socioeconomic data associated with a patient's geographic area of residence into clinical datasets will promote medical research. However, most socioeconomic variables are unique in combination and are affiliated with small geographical regions (e.g., census tracts) that are often associated with less than 20,000 people. Thus, sharing such tract-level data can violate the Safe Harbor implementation of de-identification under the Health Insurance Portability and Accountability Act of 1996 (HIPAA). In this paper, we introduce a constraint-based k-means clustering approach to generate census tract-level socioeconomic data that is de-identification compliant. Our experimental analysis with data from the American Community Survey illustrates that the approach generates a protected dataset with high similarity to the unaltered values, and achieves a substantially better data utility than the HIPAA Safe Harbor recommendation of 3-digit ZIP code.
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Affiliation(s)
| | | | - Zhiyu Wan
- Vanderbilt University, Nashville, TN
| | | | | | - Bradley A Malin
- Vanderbilt University, Nashville, TN
- Vanderbilt University Medical Center, Nashville, TN
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22
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Ades PA, Khadanga S, Savage PD, Gaalema DE. Enhancing participation in cardiac rehabilitation: Focus on underserved populations. Prog Cardiovasc Dis 2022; 70:102-110. [PMID: 35108567 PMCID: PMC9119375 DOI: 10.1016/j.pcad.2022.01.003] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Accepted: 01/23/2022] [Indexed: 02/07/2023]
Abstract
Participation in cardiac rehabilitation (CR) significantly decreases morbidity and mortality and improves quality of life following a wide variety of cardiac diagnoses and interventions. However, participation rates and adherence with CR are still suboptimal and certain populations, such as women, minorities, and those of lower socio-economic status, are particularly unlikely to engage in and complete CR. In this paper we review the current status of CR participation rates and interventions that have been used successfully to improve CR participation. In addition, we review populations known to be less likely to engage in CR, and interventions that have been used to improve participation specifically in these underrepresented populations. Finally, we will explore how CR programs may need to expand or change to serve a greater proportion of CR-eligible populations. The best studied interventions that have successfully increased CR participation include automated referral to CR and utilization of a CR liaison person to coordinate the sometimes awkward transition from inpatient status to outpatient CR participation. Furthermore, it appears likely that maximizing secondary prevention in these at-risk populations will require a combination of increasing attendance at traditional center-based CR programs among underrepresented populations, improving and expanding upon tele- or community-based programs, and alternative strategies for improving secondary prevention in those who do not participate in CR.
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Affiliation(s)
- Philip A Ades
- Department of Medicine, Division of Cardiology, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America.
| | - Sherrie Khadanga
- Department of Medicine, Division of Cardiology, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America
| | - Patrick D Savage
- Department of Medicine, Division of Cardiology, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America
| | - Diann E Gaalema
- Department of Psychiatry, University of Vermont Larner College of Medicine, Cardiac Rehabilitation and Prevention, Burlington, VT, United States of America
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23
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Sigamani A, Gupta R. Revisiting secondary prevention in coronary heart disease. Indian Heart J 2022; 74:431-440. [PMID: 36455667 PMCID: PMC9773289 DOI: 10.1016/j.ihj.2022.11.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 10/22/2022] [Accepted: 11/21/2022] [Indexed: 11/30/2022] Open
Abstract
Secondary prevention in coronary heart disease is the prevention of occurrence of recurrent coronary events after clinical diagnosis. High level of adherence to secondary prevention interventions, especially aggressive lifestyle changes and pharmacotherapy can lead to significant decline in recurrent coronary events. Both international and Indian studies have reported low adherence to such therapies. Evidence-based useful interventions include regular physical activity, yoga, intake of healthy diet, smoking and tobacco use cessation and weight management. Pharmacotherapeutic interventions useful are anti-platelet therapy, target oriented lipid lowering therapy with statins, beta blockers and angiotensin converting enzyme inhibitors in patients with impaired left ventricular function. Hypertension and diabetes management with control to targets is important. Novel strategies include use of anticoagulants, anti-inflammatory drugs, and triglyceride lowering for residual risk. Physician and patient level interventions using multifaceted educational, socioeconomic and technological innovations are important to promote life-long adherence to these strategies.
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Affiliation(s)
- Alben Sigamani
- Numen Health, Bengaluru, Karnataka, 560095, India,Corresponding author. Numen Health, Bengaluru, Karnataka, 560095, India.
| | - Rajeev Gupta
- Department of Preventive Cardiology and Medicine, Eternal Heart Care Centre & Research Institute, Jaipur, Rajasthan, 302017, India
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Abstract
PURPOSE Cardiac rehabilitation (CR) has been shown to improve functional status, quality of life, and recurrent cardiovascular disease (CVD) events. Despite its demonstrated compelling benefits and guideline recommendation, CR is underutilized, and there are significant disparities in CR utilization particularly by race, ethnicity, sex, and socioeconomic status. The purpose of this review is to summarize the evidence and drivers of these disparities and recommend potential solutions. METHODS In this review, key studies documenting disparities in CR referrals, enrollment, and completion are discussed. Additionally, potential mechanisms for these disparities are summarized and strategies are reviewed for addressing them. SUMMARY There is a wealth of literature demonstrating disparities among racial and ethnic minorities, women, those with lower income and education attainment, and those living in rural and dense urban areas. However, there was minimal focus on how the social determinants of health contribute to the observed disparities in CR utilization in many of the studies reviewed. Interventions such as automatic referrals, inpatient liaisons, mitigation of economic barriers, novel delivery mechanisms, community partnerships, and health equity metrics to incentivize health care organizations to reduce care disparities are potential solutions.
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Affiliation(s)
- Lena Mathews
- Ciccarone Center for the Prevention of Cardiovascular Disease, Division of Cardiology, Department of Medicine, Johns Hopkins School of Medicine
- Welch Center for Prevention, Epidemiology and Clinical Research; Johns Hopkins Bloomberg School of Public Health, Baltimore Maryland
| | - LaPrincess C. Brewer
- Department of Cardiovascular Medicine, Division of Preventive Cardiology, Mayo Clinic College of Medicine, Rochester, Minnesota
- Center for Health Equity and Community Engagement Research, Mayo Clinic, Rochester, Minnesota
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25
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Beatty AL, Brown TM, Corbett M, Diersing D, Keteyian SJ, Mola A, Stolp H, Wall HK, Sperling LS. Million Hearts Cardiac Rehabilitation Think Tank: Accelerating New Care Models. Circ Cardiovasc Qual Outcomes 2021; 14:e008215. [PMID: 34587751 PMCID: PMC10088365 DOI: 10.1161/circoutcomes.121.008215] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
This article describes the October 2020 proceedings of the Million Hearts Cardiac Rehabilitation Think Tank: Accelerating New Care Models, convened with representatives from professional organizations, cardiac rehabilitation (CR) programs, academic institutions, federal agencies, payers, and patient representative groups. As CR delivery evolves, terminology is evolving to reflect not where activities occur (eg, center, home) but how CR is delivered: in-person synchronous, synchronous with real-time audiovisual communication (virtual), or asynchronous (remote). Patients and CR staff may interact through ≥1 delivery modes. Though new models may change how CR is delivered and who can access CR, new models should not change what is delivered-a multidisciplinary program addressing CR core components. During the coronavirus disease 2019 (COVID-19) public health emergency, Medicare issued waivers to allow virtual CR; it is unclear whether these waivers will become permanent policy post-public health emergency. Given CR underuse and disparities in delivery, new models must equitably address patient and health system contributors to disparities. Strategies for implementing new CR care models address safety, exercise prescription, monitoring, and education. The available evidence supports the efficacy and safety of new CR care models. Still, additional research should study diverse populations, impact on patient-centered outcomes, effect on long-term outcomes and health care utilization, and implementation in diverse settings. CR is evolving to include in-person synchronous, virtual, and remote modes of delivery; there is significant enthusiasm for implementing new care models and learning how new care models can broaden access to CR, improve patient outcomes, and address health inequities.
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Affiliation(s)
- Alexis L Beatty
- Department of Epidemiology and Biostatistics, Medicine, UCSF, San Francisco, CA (A.L.B.)
| | - Todd M Brown
- Department of Medicine, University of Alabama, Birmingham (T.M.B.)
| | - Mollie Corbett
- American Association of Cardiovascular and Pulmonary Rehabilitation, Chicago, IL (M.C.)
| | - Dean Diersing
- Physical Medicine and Rehabilitation, UMC Health System, Lubbock, TX (D.D.)
| | - Steven J Keteyian
- Division of Cardiovascular Medicine, Henry Ford Medical Group, Detroit, MI (S.J.K.)
| | - Ana Mola
- Department of Rehabilitation Medicine, NYU Langone Health, New York, NY (A.M.)
| | - Haley Stolp
- IHRC, Inc, Atlanta, GA (H.S.).,CDC, Atlanta, GA (H.S., H.K.W., L.S.S.)
| | | | - Laurence S Sperling
- CDC, Atlanta, GA (H.S., H.K.W., L.S.S.).,Emory Center for Heart Disease Prevention, Atlanta, GA (L.S.S.)
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26
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Guhl EN, Zhu J, Johnson A, Essien U, Thoma F, Mulukutla SR, Magnani JW. Area Deprivation Index and Cardiovascular Events: CAN CARDIAC REHABILITATION MITIGATE THE EFFECTS? J Cardiopulm Rehabil Prev 2021; 41:315-321. [PMID: 33758155 PMCID: PMC8410614 DOI: 10.1097/hcr.0000000000000591] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
INTRODUCTION Neighborhood socioeconomic status is associated with health outcomes. Cardiac rehabilitation (CR) provides a cost-effective, multidisciplinary approach to improve outcomes in cardiovascular disease. We aimed to evaluate the association of the Area Deprivation Index (ADI), a marker of neighborhood social composition, with risk of recurrent cardiovascular outcomes and assessed the modifying effect of CR. METHODS We identified patients with a primary diagnosis of (1) myocardial infarction or (2) incident heart failure (HF) admitted to a large-sized regional health center during 2010-2018. We derived the ADI from home addresses and categorized it into quartiles (higher quartiles indicating increased deprivation). We obtained number of CR visits and covariates from the health record. We compared rehospitalization (cardiovascular, acute coronary syndrome [ACS], and HF) and mortality rates across ADI quartiles. RESULTS We included 6957 patients (age 69.2 ± 13.4 yr, 38% women, 89% White race). After covariate adjustment, the ADI was significantly associated with higher incidence rates (IRs)/100 person-yr of cardiovascular rehospitalization (quartile 1, IR 34.6 [95% CI, 31.2-38.2]; quartile 4, 41.5 [95% CI, 39.1-44.1], P < .001). In addition, the ADI was significantly associated with higher rates of rehospitalization for HF (P < .001), ACS (P < .012), and all-cause mortality (P < .04). These differences in rehospitalization and mortality rates by the ADI were no longer significant in those who attended CR. CONCLUSIONS We found the increased ADI was adversely associated with rehospitalizations and mortality. However, in individuals with CR, outcomes were significantly improved compared with those with no CR. Our findings suggest that CR participation has the potential to improve outcomes in disadvantaged neighborhoods.
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Affiliation(s)
- Emily N. Guhl
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States
| | - Jianhui Zhu
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States
| | - Amber Johnson
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States
| | - Utibe Essien
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Center for Health Equity Research and Promotion, VA Pittsburgh, Healthcare System
| | - Floyd Thoma
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States
| | - Suresh R. Mulukutla
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States
| | - Jared W. Magnani
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, United States
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
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27
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Winnige P, Vysoky R, Dosbaba F, Batalik L. Cardiac rehabilitation and its essential role in the secondary prevention of cardiovascular diseases. World J Clin Cases 2021; 9:1761-1784. [PMID: 33748226 PMCID: PMC7953385 DOI: 10.12998/wjcc.v9.i8.1761] [Citation(s) in RCA: 45] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Revised: 01/18/2021] [Accepted: 02/01/2021] [Indexed: 02/06/2023] Open
Abstract
Cardiovascular diseases are the most common causes of mortality worldwide. They are frequently the reasons for patient hospitalization, their incapability for work, and disability. These diseases represent a significant socio-economic burden affecting the medical system as well as patients and their families. It has been demonstrated that the etiopathogenesis of cardiovascular diseases is significantly affected by lifestyle, and so modification of the latter is an essential component of both primary and secondary prevention. Cardiac rehabilitation (CR) represents an efficient secondary prevention model that is especially based on the positive effect of regular physical activity. This review presents an overview of basic information on CR with a focus on current trends, such as the issue of the various training modalities, utilization, and barriers to it or the use of telemedicine technologies. Appropriate attention should be devoted to these domains, as CR continues evolving as an effective and readily available intervention in the future.
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Affiliation(s)
- Petr Winnige
- Department of Public Health, Faculty of Medicine, Masaryk University, Czech Republic, Brno 62500, Jihomoravsky, Czech Republic
- Department of Rehabilitation, University Hospital Brno, Brno 62500, Czech Republic
| | - Robert Vysoky
- Department of Public Health, Faculty of Medicine, Masaryk University, Czech Republic, Brno 62500, Jihomoravsky, Czech Republic
- Department of Health Promotion, Faculty of Sports Studies, Masaryk University, Brno 62500, Jihomoravsky, Czech Republic
| | - Filip Dosbaba
- Department of Rehabilitation, University Hospital Brno, Brno 62500, Czech Republic
| | - Ladislav Batalik
- Department of Rehabilitation, University Hospital Brno, Brno 62500, Czech Republic
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28
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Fleg JL, Keteyian SJ, Peterson PN, Benzo R, Finkelstein J, Forman DE, Gaalema DE, Cooper LS, Punturieri A, Joseph L, Shero S, Zieman S. Increasing Use of Cardiac and Pulmonary Rehabilitation in Traditional and Community Settings: OPPORTUNITIES TO REDUCE HEALTH CARE DISPARITIES. J Cardiopulm Rehabil Prev 2020; 40:350-355. [PMID: 33074849 PMCID: PMC7644593 DOI: 10.1097/hcr.0000000000000527] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Although both cardiac rehabilitation (CR) and pulmonary rehabilitation (PR) are recommended by clinical practice guidelines and covered by most insurers, they remain severely underutilized. To address this problem, the National Heart, Lung, and Blood Institute (NHLBI), in collaboration with the National Institute on Aging (NIA), developed Funding Opportunity Announcements (FOAs) in late 2017 to support phase II clinical trials to increase the uptake of CR and PR in traditional and community settings. The objectives of these FOAs were to (1) test strategies that will lead to increased use of CR and PR in the US population who are eligible based on clinical guidelines; (2) test strategies to reduce disparities in the use of CR and PR based on age, gender, race/ethnicity, and socioeconomic status; and (3) test whether increased use of CR and PR, whether by traditional center-based or new models, is accompanied by improvements in relevant clinical and patient-centered outcomes, including exercise capacity, cardiovascular and pulmonary risk factors, and quality of life. Five NHLBI grants and a single NIA grant were funded in the summer of 2018 for this CR/PR collaborative initiative. A brief description of the research to be developed in each grant is provided.
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Affiliation(s)
| | | | - Pamela N. Peterson
- Denver Health Medical Center, Denver CO
- University of Colorado Anschutz Medical Center, Aurora CO
| | | | | | | | | | | | | | | | - Susan Shero
- National Heart Lung and Blood Institute, Bethesda, MD
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29
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Arora KS, Ascha M, Wilkinson B, Verbus E, Montague M, Morris J, Einstadter D. Association between neighborhood disadvantage and fulfillment of desired postpartum sterilization. BMC Public Health 2020; 20:1440. [PMID: 32962666 PMCID: PMC7509918 DOI: 10.1186/s12889-020-09540-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 09/14/2020] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Adequacy of prenatal care is associated with fulfillment of postpartum sterilization requests, though it is unclear whether this relationship is indicative of broader social and structural determinants of health or reflects the mandatory Medicaid waiting period required before sterilization can occur. We evaluated the relationship between neighborhood disadvantage (operationalized by the Area Deprivation Index; ADI) and the likelihood of undergoing postpartum sterilization. METHODS Secondary analysis of a single-center retrospective cohort study examining 8654 postpartum patients from 2012 to 2014, of whom 1332 (15.4%) desired postpartum sterilization (as abstracted from the medical record at time of delivery hospitalization discharge) and for whom ADI could be calculated via geocoding their home address. We determined the association between ADI and sterilization completion, postpartum visit attendance, and subsequent pregnancy within 365 days of delivery via logistic regression and time to sterilization via Cox proportional hazards regression. RESULTS Of the 1332 patients included in the analysis, patients living in more disadvantaged neighborhoods were more likely to be younger, more parous, delivered vaginally, Black, unmarried, not college educated, and insured via Medicaid. Compared to patients living in less disadvantaged areas, patients living in more disadvantaged areas were less likely to obtain sterilization (44.8% vs. 53.5%, OR 0.84, 95% CI 0.75-0.93), experienced greater delays in the time to sterilization (HR 1.23, 95% CI 1.06-1.44), were less likely to attend postpartum care (58.9% vs 68.9%, OR 0.86, CI 0.79-0.93), and were more likely to have a subsequent pregnancy within a year of delivery (15.1% vs 10.4%, OR 1.56, 95% CI 1.10-1.94). In insurance-stratified analysis, for patients with Medicaid, but not private insurance, as neighborhood disadvantage increased, the rate of postpartum sterilization decreased. The rate of subsequent pregnancy was positively associated with neighborhood disadvantage for both Medicaid as well as privately insured patients. CONCLUSION Living in an area with increased neighborhood disadvantage is associated with worse outcomes in terms of desired postpartum sterilization, especially for patients with Medicaid insurance. While revising the Medicaid sterilization policy is important, addressing social determinants of health may also play a powerful role in reducing inequities in fulfillment of postpartum sterilization.
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Affiliation(s)
- Kavita Shah Arora
- Department of Obstetrics and Gynecology, MetroHealth Medical Center, Case Western Reserve University, Cleveland, OH, USA.
| | - Mustafa Ascha
- Cleveland Institute for Computational Biology, Case Western Reserve University, Cleveland, OH, USA
| | - Barbara Wilkinson
- School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Emily Verbus
- School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Mary Montague
- School of Medicine, Case Western Reserve University, Cleveland, OH, USA
| | - Jane Morris
- Department of Obstetrics and Gynecology, MetroHealth Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Douglas Einstadter
- Center for Health Care Research and Policy and the Departments of Medicine, and Population and Quantitative Health Sciences, MetroHealth Medical Center, Case Western Reserve University, Cleveland, OH, USA
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30
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Sever S, Doherty P, Golder S, Harrison AS. Is improvement in depression in patients attending cardiac rehabilitation with new-onset depressive symptoms determined by patient characteristics? Open Heart 2020; 7:e001264. [PMID: 32847994 PMCID: PMC7451288 DOI: 10.1136/openhrt-2020-001264] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 06/24/2020] [Accepted: 07/13/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND Patients with cardiovascular disease (CVD) commonly experience depressive symptoms which is associated with adverse outcome and increased mortality. Examining the baseline characteristics of cardiac rehabilitation (CR) patients that determine Hospital Anxiety and Depression Scale (HADS) depression outcome may facilitate adjustments in CR programme delivery. This study aims to investigate whether comorbidities, demographic and clinical characteristics of patients, with new-onset post-cardiac event depressive symptoms, determine change in their depression following CR. METHODS Analysing the routine practice data of British Heart Foundation National Audit of Cardiac Rehabilitation between April 2012 and March 2018, an observational study was conducted. Patients with new-onset post-cardiac event depressive symptoms and no previous documented history of depression constituted the study population. RESULTS The analyses included 64 658 CR patients (66.24±10.69 years, 75% male) with new-onset HADS measures, excluding patients with a history of depression. The comorbidities determining reduced likelihood of improvement in depression outcomes after CR were angina, diabetes, stroke, emphysema and chronic back problems. In addition, higher total number of comorbidities, increased weight, a higher HADS anxiety score, smoking at baseline, physical inactivity, presence of heart failure and being single were other significant determinants. However, receiving coronary artery bypass graft treatment was associated with better improvement. CONCLUSION The study identified specific baseline comorbid conditions of patients with new-onset depressive symptoms including angina, diabetes, stroke, emphysema and chronic back problems that were determinants of poorer mental health outcomes (HADS) following CR. Higher total number of comorbidities, increased weight, physical inactivity, smoking, presence of heart failure and being single were other determinants of a negative change in depression. These findings could help CR programmes focus on tailoring the CR intervention around comorbidity, physical activity status, weight management and smoking cessation in patients with new-onset depressive symptoms.
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Affiliation(s)
- Serdar Sever
- Department of Health Sciences, University of York, York, North Yorkshire, UK
| | - Patrick Doherty
- Department of Health Sciences, University of York, York, North Yorkshire, UK
| | - Su Golder
- Department of Health Sciences, University of York, York, North Yorkshire, UK
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Ghisi GLDM, Rouleau F, Ross MK, Dufour-Doiron M, Belliveau SL, Brideau JR, Aultman C, Thomas S, Colella T, Oh P. Effectiveness of an Education Intervention Among Cardiac Rehabilitation Patients in Canada: A Multi-Site Study. CJC Open 2020; 2:214-221. [PMID: 32695971 PMCID: PMC7365818 DOI: 10.1016/j.cjco.2020.02.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 02/24/2020] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Although patient education is considered a core component of cardiac rehabilitation (CR) programs, to our knowledge, no educational program designed for CR has been standardized in Canada. This absence of standardization may be due to a lack of reliable resources to educate these patients. The objective of this study was to assess the effectiveness of an education intervention in improving knowledge and health behaviours among CR patients in 3 sites in Canada. METHODS CR patients were exposed to an evidence- and theoretically based comprehensive education intervention. Patients completed surveys assessing knowledge, physical activity, food intake, self-efficacy, and health literacy. All outcomes were assessed pre- and post-CR. Paired t tests were used to investigate variable changes between pre- and post-CR, Pearson correlation coefficients were used to determine the association between knowledge and behaviours, and linear regression models were computed to investigate differences in overall post-CR knowledge based on participant characteristics. RESULTS A total of 252 patients consented to participate, of whom 158 (63.0%) completed post-CR assessments. There was a significant improvement in patients' overall knowledge pre- to post-CR, as well as in exercise, food intake, and self-efficacy (P < 0.05). Results showed a significant positive correlation between post-CR knowledge and food intake (r = 0.203; P = 0.01), self-efficacy (r = 0.201; P = 0.01), and health literacy (r = 0.241; P = 0.002). Education level (unstandardized beta = -2.511; P = 0.04) and pre-CR knowledge (unstandardized beta = 0.433; P < 0.001) were influential in changing post-CR knowledge. CONCLUSION In this first-ever multi-site study focusing on patient education for CR patients in Canada, the benefits of an education intervention have been supported.
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Affiliation(s)
- Gabriela Lima de Melo Ghisi
- Cardiovascular Prevention and Rehabilitation Program, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Fanny Rouleau
- Programme PREV Prévention Secondaire et Réadaptation Cardiovasculaire, Lévis, Quebec, Canada
| | - Marie-Kristelle Ross
- Programme PREV Prévention Secondaire et Réadaptation Cardiovasculaire, Lévis, Quebec, Canada
| | - Monique Dufour-Doiron
- Réseau de santé Vitalité Health Network, Programme Cœur en santé/Cardiac Wellness Program, Moncton, New Brunswick, Canada
| | - Sylvie L Belliveau
- Réseau de santé Vitalité Health Network, Programme Cœur en santé/Cardiac Wellness Program, Moncton, New Brunswick, Canada
| | - Jean-René Brideau
- Réseau de santé Vitalité Health Network, Programme Cœur en santé/Cardiac Wellness Program, Moncton, New Brunswick, Canada
| | - Crystal Aultman
- Cardiovascular Prevention and Rehabilitation Program, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Scott Thomas
- Exercise Sciences Department, Faculty of Kinesiology and Physical Education, University of Toronto, Toronto, Ontario, Canada
| | - Tracey Colella
- Cardiovascular Prevention and Rehabilitation Program, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
| | - Paul Oh
- Cardiovascular Prevention and Rehabilitation Program, Toronto Rehabilitation Institute, University Health Network, Toronto, Ontario, Canada
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Ritchey MD, Maresh S, McNeely J, Shaffer T, Jackson SL, Keteyian SJ, Brawner CA, Whooley MA, Chang T, Stolp H, Schieb L, Wright J. Tracking Cardiac Rehabilitation Participation and Completion Among Medicare Beneficiaries to Inform the Efforts of a National Initiative. Circ Cardiovasc Qual Outcomes 2020; 13:e005902. [PMID: 31931615 DOI: 10.1161/circoutcomes.119.005902] [Citation(s) in RCA: 223] [Impact Index Per Article: 44.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND Despite cardiac rehabilitation (CR) being shown to improve health outcomes among patients with heart disease, its use has been suboptimal. In response, the Million Hearts Cardiac Rehabilitation Collaborative developed a road map to improve CR use, including increasing participation rates to ≥70% by 2022. This observational study provides current estimates to measure progress and identifies the populations and regions most at risk for CR service underutilization. METHODS AND RESULTS We identified Medicare fee-for-service beneficiaries who were CR eligible in 2016, and assessed CR participation (≥1 CR session attended), timely initiation (participation within 21 days of event), and completion (≥36 sessions attended) through 2017. Measures were assessed overall, by beneficiary characteristics and geography, and by primary CR-qualifying event type (acute myocardial infarction hospitalization; coronary artery bypass surgery; heart valve repair/replacement; percutaneous coronary intervention; or heart/heart-lung transplant). Among 366 103 CR-eligible beneficiaries, 89 327 (24.4%) participated in CR, of whom 24.3% initiated within 21 days and 26.9% completed CR. Eligibility was highest in the East South Central Census Division (14.8 per 1000). Participation decreased with increasing age, was lower among women (18.9%) compared with men (28.6%; adjusted prevalence ratio: 0.91 [95% CI, 0.90-0.93]) was lower among Hispanics (13.2%) and non-Hispanic blacks (13.6%) compared with non-Hispanic whites (25.8%; adjusted prevalence ratio: 0.63 [0.61-0.66] and 0.70 [0.67-0.72], respectively), and varied by hospital referral region and Census Division (range: 18.6% [East South Central] to 39.1% [West North Central]) and by qualifying event type (range: 7.1% [acute myocardial infarction without procedure] to 55.3% [coronary artery bypass surgery only]). Timely initiation varied by geography and qualifying event type; completion varied by geography. CONCLUSIONS Only 1 in 4 CR-eligible Medicare beneficiaries participated in CR and marked disparities were observed. Reinforcement of current effective strategies and development of new strategies will be critical to address the noted disparities and achieve the 70% participation goal.
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Affiliation(s)
- Matthew D Ritchey
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA (M.D.R., S.L.J., T.C., H.S., L.S.)
| | - Sha Maresh
- Center for Medicare and Medicaid Innovation, Centers for Medicare and Medicaid Services, Baltimore, MD (S.M., J.M., T.S.)
| | - Jessica McNeely
- Center for Medicare and Medicaid Innovation, Centers for Medicare and Medicaid Services, Baltimore, MD (S.M., J.M., T.S.)
| | - Thomas Shaffer
- Center for Medicare and Medicaid Innovation, Centers for Medicare and Medicaid Services, Baltimore, MD (S.M., J.M., T.S.)
| | - Sandra L Jackson
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA (M.D.R., S.L.J., T.C., H.S., L.S.)
| | - Steven J Keteyian
- Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, Michigan (S.J.K., C.A.B.)
| | - Clinton A Brawner
- Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, Michigan (S.J.K., C.A.B.)
| | - Mary A Whooley
- School of Medicine, University of California, San Francisco (M.W.)
| | - Tiffany Chang
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA (M.D.R., S.L.J., T.C., H.S., L.S.).,IHRC, Inc. (T.C., H.S.)
| | - Haley Stolp
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA (M.D.R., S.L.J., T.C., H.S., L.S.).,IHRC, Inc. (T.C., H.S.)
| | - Linda Schieb
- Division for Heart Disease and Stroke Prevention, Centers for Disease Control and Prevention, Atlanta, GA (M.D.R., S.L.J., T.C., H.S., L.S.)
| | - Janet Wright
- Office of the Surgeon General, US Department of Health and Human Services, Washington, DC (J.W.)
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Gupta R, Yusuf S. Challenges in management and prevention of ischemic heart disease in low socioeconomic status people in LLMICs. BMC Med 2019; 17:209. [PMID: 31767015 PMCID: PMC6878693 DOI: 10.1186/s12916-019-1454-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 10/28/2019] [Indexed: 01/08/2023] Open
Abstract
BACKGROUND Cardiovascular diseases, principally ischemic heart disease (IHD), are the most important cause of death and disability in the majority of low- and lower-middle-income countries (LLMICs). In these countries, IHD mortality rates are significantly greater in individuals of a low socioeconomic status (SES). MAIN TEXT Three important focus areas for decreasing IHD mortality among those of low SES in LLMICs are (1) acute coronary care; (2) cardiac rehabilitation and secondary prevention; and (3) primary prevention. Greater mortality in low SES patients with acute coronary syndrome is due to lack of awareness of symptoms in patients and primary care physicians, delay in reaching healthcare facilities, non-availability of thrombolysis and coronary revascularization, and the non-affordability of expensive medicines (statins, dual anti-platelets, renin-angiotensin system blockers). Facilities for rapid diagnosis and accessible and affordable long-term care at secondary and tertiary care hospitals for IHD care are needed. A strong focus on the social determinants of health (low education, poverty, working and living conditions), greater healthcare financing, and efficient primary care is required. The quality of primary prevention needs to be improved with initiatives to eliminate tobacco and trans-fats and to reduce the consumption of alcohol, refined carbohydrates, and salt along with the promotion of healthy foods and physical activity. Efficient primary care with a focus on management of blood pressure, lipids and diabetes is needed. Task sharing with community health workers, electronic decision support systems, and use of fixed-dose combinations of blood pressure-lowering drugs and statins can substantially reduce risk factors and potentially lead to large reductions in IHD. Finally, training of physicians, nurses, and health workers in IHD prevention should be strengthened. CONCLUSION The management and prevention of IHD in individuals with a low SES in LLMICs are poor. Greater availability, access, and affordability for acute coronary syndrome management and secondary prevention are important. Primary prevention should focus on tackling the social determinants of health as well as policy and individual interventions for risk factor control, supported by task sharing and use of technology.
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Affiliation(s)
- Rajeev Gupta
- Department of Preventive Cardiology M-Floor, Eternal Heart Care Centre & Research Institute, Jawahar Circle, Jaipur, 302017, India. .,Academic Research Development Unit, Rajasthan University of Health Sciences, Jaipur, India.
| | - Salim Yusuf
- Population Health Research Institute, Hamilton Health Sciences and McMaster University, Hamilton, Ontario, Canada
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35
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Sever S, Doherty P, Harrison AS, Golder S. To what extent is multi-morbidity associated with new onset depression in patients attending cardiac rehabilitation? BMC Cardiovasc Disord 2019; 19:256. [PMID: 31726981 PMCID: PMC6857318 DOI: 10.1186/s12872-019-1245-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Accepted: 11/06/2019] [Indexed: 11/21/2022] Open
Abstract
Background Depression is associated with increased mortality and poor prognosis in patients with cardiovascular disease (CVD). However, little is known about the patient characteristics associated with new onset post heart event depressive symptoms, specifically medical comorbidities, among cardiac rehabilitation (CR) participants. Therefore, this paper examines the comorbidity profile and characteristics associated with new onset depressive symptoms in patients attending CR. Methods An observational study using the routine practice data of British Heart Foundation National Audit of Cardiac Rehabilitation (NACR) from the last six years between April 2012 and March 2018. Patients with new onset post heart event depression and no previous documented history of depression were selected as the study population. An independent samples t-test and chi square tests were used to compare the association between new onset depressive symptoms and patient variables including demographics, clinical measures and comorbidities. A binary logistic regression was conducted to investigate the predictors of new onset depressive symptoms employing log-likelihood ratio statistic. Results The analyses included 109,055 CR patients with new onset depression measured by Hospital Anxiety and Depression Scale (HADS). At baseline assessment, comorbidity measures associated with new onset depressive symptoms were increased total number of comorbidities and a range of comorbidities - including diabetes, angina, arthritis, chronic back problems, asthma, stroke, anxiety, rheumatism, claudication, osteoporosis, chronic bronchitis and emphysema. After multivariate adjustments were done, at the start of CR, the significant predictors of new onset depressive symptoms were physical inactivity, high HADS anxiety score measurement, increased weight, total number of comorbidities, diabetes, stroke, chronic back problems, being from areas with higher levels of social deprivation, being single, and male. Conclusion The research findings establish new insights into the association between patient demographic and clinical variables across a range of comorbidities in patients with new onset post heart event depressive symptoms. At the start of CR, patients with new onset depressive symptoms need to be assessed skilfully as they tend to have a complex multi-morbid presentation linked to psychosocial risk factors known to hinder CR engagement.
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Affiliation(s)
- Serdar Sever
- Department of Health Sciences, Faculty of Science, University of York, York, UK.
| | - Patrick Doherty
- Department of Health Sciences, Faculty of Science, University of York, ATB/255 Seebohm Rowntree Building, York, UK
| | - Alexander Stephen Harrison
- Department of Health Sciences, Faculty of Science, University of York, ATB/255 Seebohm Rowntree Building, York, UK
| | - Su Golder
- Department of Health Sciences, Faculty of Science, University of York, ATB/255 Seebohm Rowntree Building, York, UK
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Wallert J, Olsson EMG, Pingel R, Norlund F, Leosdottir M, Burell G, Held C. Attending Heart School and long-term outcome after myocardial infarction: A decennial SWEDEHEART registry study. Eur J Prev Cardiol 2019; 27:145-154. [DOI: 10.1177/2047487319871714] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background The Heart School is a standard component of cardiac rehabilitation after myocardial infarction in Sweden. The group-based educational intervention aims to improve modifiable risks, in turn reducing subsequent morbidity and mortality. However, an evaluation with respect to mortality is lacking. Aims Using linked population registries, we estimated the association of attending Heart School with both all-cause and cardiovascular mortality, two and five years after admission for first-time myocardial infarction. Methods Patients with first-time myocardial infarction (<75 years) were identified as consecutively registered in the nationwide heart registry, SWEDEHEART (2006–2015), with >99% complete follow-up in the Causes of Death registry for outcome events. Of 192,059 myocardial infarction admissions, 47,907 unique patients with first-time myocardial infarction surviving to the first cardiac rehabilitation visit constituted the study population. The exposure was attending Heart School at the first cardiac rehabilitation visit 6–10 weeks post-myocardial infarction. Data on socioeconomic status was acquired from Statistics Sweden. After multiple imputation, propensity score matching was performed. The association of exposure with mortality was estimated with Cox regression and survival curves. Results After matching, attending Heart School was associated (hazard ratio (95% confidence interval)) with a markedly lower risk of both all-cause (two-year hazard ratio = 0.53 (0.44–0.64); five-year hazard ratio = 0.62 (0.55–0.69)) and cardiovascular (0.50 (0.38–0.65); 0.57 (0.47–0.69)) mortality. The results were robust in several sensitivity analyses. Conclusions Attending Heart School during cardiac rehabilitation is associated with almost halved all-cause and cardiovascular mortality after first-time myocardial infarction. The result warrants further investigation through adequately powered randomised trials.
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Affiliation(s)
- John Wallert
- Department of Women’s and Children’s Health, Uppsala University, Sweden
- Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Sweden
| | - Erik MG Olsson
- Department of Women’s and Children’s Health, Uppsala University, Sweden
| | - Ronnie Pingel
- Department of Statistics, Uppsala University, Sweden
| | - Fredrika Norlund
- Department of Women’s and Children’s Health, Uppsala University, Sweden
| | - Margret Leosdottir
- Department of Cardiology, Skåne University Hospital, Sweden
- Department of Clinical Sciences Malmö, Lund University, Sweden
| | - Gunilla Burell
- Department of Public Health and Caring Sciences, Uppsala University, Sweden
| | - Claes Held
- Department of Medical Sciences, Uppsala University Hospital, Sweden
- Uppsala Clinical Research Center, Sweden
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37
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Moissl AP, Delgado GE, Krämer BK, März W, Kleber ME, Grammer TB. Area-based socioeconomic status and mortality: the Ludwigshafen Risk and Cardiovascular Health study. Clin Res Cardiol 2019; 109:103-114. [DOI: 10.1007/s00392-019-01494-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Accepted: 05/16/2019] [Indexed: 12/15/2022]
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38
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Udell JA, Desai NR, Li S, Thomas L, de Lemos JA, Wright-Slaughter P, Zhang W, Roe MT, Bhatt DL. Neighborhood Socioeconomic Disadvantage and Care After Myocardial Infarction in the National Cardiovascular Data Registry. Circ Cardiovasc Qual Outcomes 2018; 11:e004054. [DOI: 10.1161/circoutcomes.117.004054] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background:
Patients living in disadvantaged neighborhoods are at high risk for adverse outcomes after acute myocardial infarction (MI). Whether residential socioeconomic status (SES) is associated with quality of in-hospital care among patients presenting with MI is unclear.
Methods and Results:
Multivariable logistic regression was used to examine the relationship between SES, quality of care, and in-hospital cardiovascular outcomes among patients with MI from diverse SES neighborhoods from July 2008 to December 2013, at 586 participating hospitals in the Acute Coronary Treatment and Intervention Outcomes Network Registry–Get With The Guidelines quality improvement program. Patients were categorized according to which SES summary measure group they resided in through linkage with US census block data. Outcomes were in-hospital mortality and major adverse cardiovascular events. Quality of MI care was assessed with the defect-free care measure that delineates the proportion of eligible patients who received all acute and discharge guideline-recommended therapies. Among 390 692 patients, there was a substantially longer median arrival-to-angiography time in lower SES neighborhoods (lowest 8.0 hours, low 5.5 hours, medium 4.8 hours, high 4.5 hours, highest 3.4 hours;
P
<0.0001), and a higher proportion of ST-segment–elevation myocardial infarction patients treated with fibrinolysis (lowest 23.1%, low 20.2%, medium 18.0%, high 14.2%, highest 5.9%;
P
<0.0001). However, after adjustment for clinical risk factors, insurance status, and hospital characteristics, socioeconomic disadvantage was not associated with lower rates of guideline-recommended defect-free acute care. Patients presenting from more disadvantaged neighborhoods had a progressively higher independent risk of in-hospital mortality (
P
global
=0.03) and major bleeding (
P
global
<0.001), along with lower quality of discharge care.
Conclusions:
In this national registry of MI, patients living in the most disadvantaged neighborhoods received equitable in-hospital care compared with advantaged neighborhoods. However, they experienced substantial delays in receiving angiography. Furthermore, patients living in disadvantaged neighborhoods remain at higher risk of adverse in-hospital outcomes after MI, including mortality. These observations suggest there are further opportunities for improvement in acute and discharge MI care.
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Affiliation(s)
- Jacob A. Udell
- Cardiovascular Division, Department of Medicine, Peter Munk Cardiac Centre, Toronto General Hospital and Women’s College Hospital, University of Toronto, ON, Canada (J.A.U.)
| | - Nihar R. Desai
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine and Center for Outcomes Research and Evaluation, Yale New Haven Hospital, CT (N.R.D.)
| | - Shuang Li
- Cardiovascular Division, Department of Medicine, Duke Clinical Research Institute, Duke University, Durham, NC (S.L., L.T., M.T.R.)
| | - Laine Thomas
- Cardiovascular Division, Department of Medicine, Duke Clinical Research Institute, Duke University, Durham, NC (S.L., L.T., M.T.R.)
| | - James A. de Lemos
- Division of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (J.A.D.L.)
| | - Phyllis Wright-Slaughter
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor (P.W.-S., W.Z.)
| | - Wenying Zhang
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor (P.W.-S., W.Z.)
| | - Matthew T. Roe
- Cardiovascular Division, Department of Medicine, Duke Clinical Research Institute, Duke University, Durham, NC (S.L., L.T., M.T.R.)
| | - Deepak L. Bhatt
- Cardiovascular Division, Department of Medicine, Brigham and Women’s Hospital Heart & Vascular Center and Harvard Medical School, Boston, MA (D.L.B.)
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Beatty AL, Truong M, Schopfer DW, Shen H, Bachmann JM, Whooley MA. Geographic Variation in Cardiac Rehabilitation Participation in Medicare and Veterans Affairs Populations: Opportunity for Improvement. Circulation 2018; 137:1899-1908. [PMID: 29305529 PMCID: PMC5930133 DOI: 10.1161/circulationaha.117.029471] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 12/15/2017] [Indexed: 01/23/2023]
Abstract
BACKGROUND Cardiac rehabilitation is strongly recommended after myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery, but it is historically underused. We sought to evaluate variation in cardiac rehabilitation participation across the United States. METHODS From administrative data from the Veterans Affairs (VA) healthcare system and a 5% Medicare sample, we used International Classification of Diseases, 9th Revision codes to identify patients hospitalized for myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery from 2007 to 2011. After excluding patients who died in ≤30 days of hospitalization, we calculated the percentage of patients who participated in ≥1 outpatient visits for cardiac rehabilitation during the 12 months after hospitalization. We estimated adjusted and standardized rates of participation in cardiac rehabilitation by state using hierarchical logistic regression models. RESULTS Overall, participation in cardiac rehabilitation was 16.3% (23 403/143 756) in Medicare and 10.3% (9123/88 826) in VA. However, participation rates varied widely across states, ranging from 3.2% to 41.8% in Medicare and 1.2% to 47.6% in VA. Similar regional variation was observed in both populations. Patients in the West North Central region (Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota) had the highest participation, whereas those in the Pacific region (Alaska, California, Hawaii, Oregon, and Washington) had the lowest participation in both Medicare (33.7% versus 10.6%) and VA (16.6% versus 5.1%) populations. Significant hospital-level variation was also present, with participation ranging from 3% to 75% in Medicare and 1% to 43% in VA. CONCLUSIONS Cardiac rehabilitation participation remains low overall in both Medicare and VA populations. However, remarkably similar regional variation exists, with some regions and hospitals achieving high rates of participation in both populations. This provides an opportunity to identify best practices from higher performing hospitals and regions that could be used to improve cardiac rehabilitation participation in lower performing hospitals and regions.
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Affiliation(s)
- Alexis L Beatty
- VA Puget Sound Health Care System, Seattle, WA (A.L.B.).
- Department of Medicine, University of Washington, Seattle (A.L.B., M.T.)
| | - Michael Truong
- Department of Medicine, University of Washington, Seattle (A.L.B., M.T.)
| | - David W Schopfer
- San Francisco VA Medical Center, CA (D.W.S., H.S., M.A.W.)
- Department of Medicine, University of California, San Francisco (D.W.S., M.A.W.)
| | - Hui Shen
- San Francisco VA Medical Center, CA (D.W.S., H.S., M.A.W.)
| | - Justin M Bachmann
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN (J.M.B.)
| | - Mary A Whooley
- San Francisco VA Medical Center, CA (D.W.S., H.S., M.A.W.)
- Department of Medicine, University of California, San Francisco (D.W.S., M.A.W.)
- Department of Epidemiology and Biostatistics, University of California, San Francisco (M.A.W.)
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Abstract
OBJECTIVE HIV patients have increased atherosclerotic coronary vascular disease (ASCVD), thought to be mediated through inflammatory mechanisms. We hypothesized that among asymptomatic HIV-infected patients with subclinical coronary plaque, statin therapy would modulate unique inflammatory and cardiovascular proteins in relation to change in subclinical coronary plaque volume. We tested this hypothesis using a novel proteomics approach. DESIGN Forty HIV-infected participants were randomized to atorvastatin (40 mg/day) versus placebo, and underwent computed tomography coronary angiography to quantify plaque volume at baseline and 1 year. METHODS We used Olink Cardiovascular III and Cardiometabolic panels based on dual antibody epitope recognition with linked DNA amplification to compare change over time in 184 proteins in treatment versus placebo and in relation to change in coronary plaque volume. RESULTS Six proteins (TFPI, CCL24, NT-Pro BNP, MBL2, LTBR, PCOLCE) changed significantly in the atorvastatin versus placebo group, many in innate immune and other novel inflammatory pathways. Twenty-six proteins changed significantly in relationship to total coronary plaque volume over 1 year. Notably, many of these proteins changed only weakly in relationship to change in low-density lipoprotein (LDL). Overlapping these two broad discovery approaches, proteins involved in myocardial fibrosis/collagen formation and monocyte chemoattraction changed with statin treatment, in relationship to plaque volume, but not LDL. CONCLUSION This proof-of-concept study employing a proteomic discovery platform offers insight into statin effects on novel immune pathways relevant to ASCVD progression in HIV. Novel biomarker discovery may enhance precision medicine strategies to estimate the efficacy of targeted therapies to reduce ASCVD progression and events in HIV.
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Pirruccello JP, Traynor K, Aragam KG. "Road Map" to Improving Enrollment in Cardiac Rehabilitation: Identifying Barriers and Evaluating Alternatives. J Am Heart Assoc 2017; 6:e007468. [PMID: 29021269 PMCID: PMC5721899 DOI: 10.1161/jaha.117.007468] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Affiliation(s)
- James P Pirruccello
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Kathleen Traynor
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Krishna G Aragam
- Cardiology Division, Massachusetts General Hospital, Harvard Medical School, Boston, MA
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