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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] [What about the content of this article? (0)] [Affiliation(s)] [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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Terman SW, Guterman EL, Lin CC, Thompson MP, Burke JF. Hospital variation of outcomes in status epilepticus. Epilepsia 2024; 65:1415-1427. [PMID: 38407370 PMCID: PMC11087197 DOI: 10.1111/epi.17927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 02/06/2024] [Accepted: 02/12/2024] [Indexed: 02/27/2024]
Abstract
OBJECTIVE Understanding factors driving variation in status epilepticus outcomes would be critical to improve care. We evaluated the degree to which patient and hospital characteristics explained hospital-to-hospital variability in intubation and postacute outcomes. METHODS This was a retrospective cohort study of Medicare beneficiaries admitted with status epilepticus between 2009 and 2019. Outcomes included intubation, discharge to a facility, and 30- and 90-day readmissions and mortality. Multilevel models calculated percent variation in each outcome due to hospital-to-hospital differences. RESULTS We included 29 150 beneficiaries. The median age was 68 years (interquartile range [IQR] = 57-78), and 18 084 (62%) were eligible for Medicare due to disability. The median (IQR) percentages of each outcome across hospitals were: 30-day mortality 25% (0%-38%), any 30-day readmission 14% (0%-25%), 30-day status epilepticus readmission 0% (0%-3%), 30-day facility stay 40% (25%-53%), and intubation 46% (20%-61%). However, after accounting for many hospitals with small sample size, hospital-to-hospital differences accounted for 2%-6% of variation in all unadjusted outcomes, and approximately 1%-5% (maximally 8% for 30-day readmission for status epilepticus) after adjusting for patient, hospitalization, and/or hospital characteristics. Although many characteristics significantly predicted outcomes, the largest effect size was cardiac arrest predicting death (odds ratio = 10.1, 95% confidence interval = 8.8-11.7), whereas hospital characteristics (e.g., staffing, accreditation, volume, setting, services) all had lesser effects. SIGNIFICANCE Hospital-to-hospital variation explained little variation in studied outcomes. Rather, certain patient characteristics (e.g., cardiac arrest) had greater effects. Interventions to improve outcomes after status epilepticus may be better focused on individual or prehospital factors, rather than at the inpatient systems level.
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Affiliation(s)
- Samuel W Terman
- University of Michigan, Department of Neurology, Ann Arbor, MI, USA
| | - Elan L Guterman
- University of California, San Francisco, Department of Neurology, San Francisco, CA, USA
| | - Chun C Lin
- the Ohio State University, Department of Neurology, Columbus, OH, USA
| | - Michael P Thompson
- University of Michigan, Department of Cardiac Surgery and Division of Cardiovascular Medicine, Ann Arbor, MI, USA
| | - James F Burke
- the Ohio State University, Department of Neurology, Columbus, OH, USA
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Fliegner MA, Hou H, Bauer TM, Daramola T, McCullough JS, Pagani FD, Sukul D, Likosky DS, Keteyian SJ, Thompson MP. Interhospital Variability in Cardiac Rehabilitation Use After Cardiac Surgery Among Medicare Beneficiaries. J Thorac Cardiovasc Surg 2024:S0022-5223(24)00363-5. [PMID: 38649110 DOI: 10.1016/j.jtcvs.2024.04.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 04/05/2024] [Accepted: 04/08/2024] [Indexed: 04/25/2024]
Abstract
OBJECTIVE Despite guideline recommendation, cardiac rehabilitation (CR) following cardiac surgery remains underutilized, and the extent of interhospital variability is not well understood. This study evaluated determinants of interhospital variability in CR use and outcomes. METHODS This retrospective cohort study included 166,809 Medicare beneficiaries undergoing cardiac surgery who were discharged alive between 07/01/2016 and 12/31/2018. CR participation was identified in outpatient facility claims within a year of discharge. Hospital-level CR rates were tabulated, and multilevel models evaluated the extent to which patient, organizational, and regional factors accounted for interhospital variability. Adjusted 1-year mortality and readmission rates were also calculated for each hospital quartile of CR use. RESULTS Overall, 90,171 (54.1%) participated in at least one CR session within a year of discharge. Interhospital CR rates ranged from 0.0% to 96.8%. Hospital factors that predicted CR use included non-teaching status and lower hospital volume. Before adjusting for patient, organizational, and regional factors, 19.3% of interhospital variability was attributable to the admitting hospital. After accounting for covariates, 12.3% of variation was attributable to the admitting hospital. Patient (0.5%), structural (2.8%), and regional (3.7%) factors accounted for the remaining explained variation. Hospitals in the lowest quartile of CR use had higher adjusted 1-year mortality rates (Q1 = 6.7%, Q4 = 5.2%, p < 0.001) and readmission rates (Q1 = 37.6%, Q4 = 33.9%, p<0.001). CONCLUSION Identifying best practices among high CR use facilities and barriers to access in low CR use hospitals may reduce interhospital variability in CR use and advance national improvement efforts.
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Affiliation(s)
| | - Hechuan Hou
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI
| | - Tyler M Bauer
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | | | - Jeffrey S McCullough
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI
| | | | - Devraj Sukul
- Division of Cardiovascular Medicine, Department of General Internal Medicine, Michigan Medicine, Ann Arbor, MI
| | | | | | - Michael P Thompson
- 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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4
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Wagner CM, Theurer PF, Clark MJ, He C, Ling C, Murphy E, Martin J, Bolling SF, Likosky DS, Thompson MP, Pagani FD, Ailawadi G, Hawkins RB. Evaluation of sex differences in the receipt of concomitant atrial fibrillation procedures during non-mitral cardiac surgery. J Thorac Cardiovasc Surg 2024:S0022-5223(24)00309-X. [PMID: 38692480 DOI: 10.1016/j.jtcvs.2024.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Revised: 03/25/2024] [Accepted: 04/03/2024] [Indexed: 05/03/2024]
Abstract
OBJECTIVE Females are less likely to receive guideline-recommended cardiovascular care, but evaluation of sex-based disparities in cardiac surgical procedures is limited. Receipt of concomitant atrial fibrillation (AF) procedures during non-mitral cardiac surgery was compared by sex for patients with preoperative AF. METHODS Patients with preoperative AF undergoing coronary artery bypass grafting and/or aortic valve replacement at any of the 33 hospitals in Michigan from 2014-2022 were included. Patients with prior cardiac surgery, transcatheter AF procedure, or emergent/salvage status were excluded. Hierarchical logistic regression identified predictors of concomitant AF procedures, account for hospital and surgeon as random effects. RESULTS Of 5,460 patients with preoperative AF undergoing non-mitral cardiac surgery, 24% (n=1,291) were female with a mean age of 71. Females were more likely to have paroxysmal (versus persistent) AF than males (80% vs 72%, p<0.001) and had a higher mean predicted risk of mortality (5% vs 3%, p<0.001). The unadjusted rate of concomitant AF procedure was 59% for females and 67% for males(p<0.001). After risk adjustment, females had 26% lower adjusted odds of concomitant AF procedure than males (ORadj:0.74, (95%CI 0.64-0.86), p<0.001). Female sex was the risk factor associated with the lowest odds of concomitant AF procedure. CONCLUSIONS Females are less likely to receive guideline recommended concomitant AF procedure during non-mitral surgery. Identification of barriers to concomitant AF procedure in females may improve treatment of AF.
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Affiliation(s)
- Catherine M Wagner
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI; National Clinician Scholars Program, Institute for Healthcare Policy and Innovation, Ann Arbor, MI
| | - Patricia F Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI
| | - Melissa J Clark
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI
| | - Chang He
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI
| | - Carol Ling
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI
| | - Edward Murphy
- SHMG Cardiothoracic Surgery, Corewell Health, Grand Rapids MI
| | - James Martin
- Center for Cardiovascular and Thoracic Surgery, McLaren Flint Hospital, Flint MI
| | - Steven F Bolling
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI
| | | | - Francis D Pagani
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI
| | - Gorav Ailawadi
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI
| | - Robert B Hawkins
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI.
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Rager JB, Hou H, Caverly T, Thompson MP. Association of a Medicare Mandate for Shared Decision-Making With Cardiac Device Utilization. JAMA Intern Med 2024; 184:439-440. [PMID: 38372991 PMCID: PMC10877501 DOI: 10.1001/jamainternmed.2023.8532] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/10/2023] [Indexed: 02/20/2024]
Abstract
This cohort study evaluates the association between a Medicare shared decision-making mandate for use of implantable cardioverter defibrillators with the rate of use for this device.
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Affiliation(s)
- Joshua B. Rager
- National Clinician Scholars Program, University of Michigan, Ann Arbor
| | - Hechuan Hou
- Department of Cardiac Surgery, University of Michigan, Ann Arbor
| | - Tanner Caverly
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
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Bauer TM, Fliegner M, Hou H, Daramola T, McCullough JS, Fu W, Pagani FD, Likosky DS, Keteyian SJ, Thompson MP. The relationship between discharge location and cardiac rehabilitation use after cardiac surgery. J Thorac Cardiovasc Surg 2024:S0022-5223(24)00278-2. [PMID: 38522574 DOI: 10.1016/j.jtcvs.2024.03.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 03/04/2024] [Accepted: 03/19/2024] [Indexed: 03/26/2024]
Abstract
BACKGROUND Cardiac rehabilitation (CR) is a guideline-recommended risk-reduction program offered to cardiac surgical patients. Despite CR's association with better outcomes, attendance remains poor. The relationship between discharge location and CR use is poorly understood. METHODS This study was a nationwide, retrospective cohort analysis of Medicare fee-for-service claims for beneficiaries undergoing coronary artery bypass grafting and/or surgical aortic valve repair between July 1, 2016, and December 31, 2018. The primary outcome was attendance of any CR session. Discharge location was categorized as home discharge or discharge to extended care facility (ECF) (including skilled nursing facility, inpatient rehabilitation, and long-term acute care). Multivariable logistic regression models evaluated the association between discharge location, CR attendance, and 1-year mortality. RESULTS Of the 167,966 patients who met inclusion criteria, 34.1% discharged to an ECF. Overall CR usage rate was 53.9%. Unadjusted and adjusted CR use was lower among patients discharged ECFs versus those discharged home (42.1% vs 60.0%; adjusted odds ratio, 0.66; P < .001). Patients discharged to long-term acute care were less likely to use CR than those discharged to skilled nursing facility or inpatient rehabilitation (reference category: home; adjusted odds ratio for long-term acute care, 0.36, adjusted odds ratio for skilled nursing facility, 0.69, and adjusted odds ratio for inpatient rehabilitation, 0.71; P < .001). CR attendance was associated with a greater reduction in adjusted 1-year mortality in patients discharged to ECFs (9.7% reduction) versus those discharged home (4.3% reduction). CONCLUSIONS In this national analysis of Medicare beneficiaries, discharge to ECF was associated with lower CR use, despite a greater association with improved 1-year mortality. Interventions aimed at increasing CR enrollment at ECFs may improve CR use and advance surgical quality.
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Affiliation(s)
- Tyler M Bauer
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | | | - Hechaun Hou
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | | | | | - Whitney Fu
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | - Francis D Pagani
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | - Steven J Keteyian
- Division of Cardiovascular Medicine, Henry Ford Health, Detroit, Mich
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Mich.
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Brandt EJ, Kirch M, Ayanian JZ, Chang T, Thompson MP, Nallamothu BK. Dietary Counseling Documentation Among Patients Recently Hospitalized for Cardiovascular Disease. J Acad Nutr Diet 2024:S2212-2672(24)00111-4. [PMID: 38462127 DOI: 10.1016/j.jand.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Revised: 02/22/2024] [Accepted: 03/06/2024] [Indexed: 03/12/2024]
Abstract
BACKGROUND Diet intervention forms the cornerstone for cardiovascular disease (CVD) management. OBJECTIVE The objective was to measure the frequency of dietary counseling documentation for patients recently hospitalized with CVD. DESIGN This was an observational study. PARTICIPANTS AND SETTING Patients were included from the Michigan Value Collaborative Multipayer Claims Registry from October 2015 to February 2020. MAIN OUTCOME MEASURE The study measured the frequency of medical claims that document dietary counseling ≤90 days after hospitalization (ie, an episode of care) for CVD events (coronary artery bypass grafting, acute myocardial infarction, congestive heart failure, and percutaneous coronary intervention). Dietary counseling documentation was defined as having an encounter-level International Classification of Diseases 10th Revision code for dietary counseling or current procedural terminology code for medical nutrition therapy or cardiac rehabilitation. STATISTICAL ANALYSES PERFORMED Multivariable logistic regression was used to measure variation in documentation across gender, age, comorbidities, hospital geography, CVD event, and insurer. RESULTS There were 175,631 episodes of care (congesitve heart failure 47.1%, acute myocardial infarction 28.7%, percutaneous coronary intervention 17.0%, and coronary artery bypass grafting 7.3%) among 146,185 individuals. Most episodes occurred among men (55.8%) and those older than age 65 years (71.9%). Dietary counseling was documented for 22.8% of episodes and was more common as cardiac rehabilitation (18.6%) than other encounter types (5.1%). In multivariable analysis, there was lower odds for dietary counseling documentation among those older than age 65 years (odds ratio [OR] 0.77; P < .001), women (OR 0.83; P < .001), with chronic kidney disease (OR 0.74; P < .001), or diabetes (OR 0.95; P < .001), but greater odds for those with obesity (OR 1.28; P < .001) and nonmetropolitan hospitals (OR 1.31; P < .001). Compared with coronary artery bypass grafting, acute myocardial infarction (OR 0.29; P < .001), confestive heart failure (OR 0.12; P < .001), and percutaneous coronary intervention (OR 0.36; P < .001) episodes had lower odds to have dietary counseling coded. Compared with Traditional Medicare, Medicaid and Medicare Advantage health maintenance organization plans had lower odds, whereas Commercial or Medicare Advantage preferred provider organization and Commercial health maintenance organization plans had higher odds to have dietary counseling documented. Results were mostly similar when evaluated by race. CONCLUSIONS Dietary counseling was infrequently documented after hospitalization for CVD episodes in medical claims in a Michigan-based multipayer claims database with large variation by reason for hospitalization and patient factors.
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Affiliation(s)
- Eric J Brandt
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan.
| | - Matthias Kirch
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - John Z Ayanian
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan; Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Tammy Chang
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan; Department of Family Medicine, University of Michigan, Ann Arbor, Michigan
| | - Michael P Thompson
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan; Section of Health Services Research and Quality, Department of Cardiac Surgery, Unversity of Michigan, Ann Arbor, Michigan; Michigan Value Collaborative, Ann Arbor, Michigan
| | - Brahmajee K Nallamothu
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan; Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
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8
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van Bakel PAJ, Ahmed Y, Hou H, Sukul D, Likosky DS, van Herwaarden JA, Patel HJ, Thompson MP. Geographic variation in aortic stenosis treatment and outcomes among Medicare beneficiaries in the United States. Catheter Cardiovasc Interv 2024; 103:490-498. [PMID: 38329195 DOI: 10.1002/ccd.30959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Revised: 12/05/2023] [Accepted: 01/16/2024] [Indexed: 02/09/2024]
Abstract
BACKGROUND Transcatheter aortic valve replacement (TAVR) has changed the landscape of aortic stenosis (AS) management. AIM To describe and evaluate geographic variation in AS treatment and outcomes among a sample of Medicare beneficiaries. METHODS A retrospective analysis of administrative claims data was conducted on a 20% sample of Medicare fee-for-service beneficiaries aged 65 and older with a diagnosis of AS (2015-2018). Estimates of demographic, comorbidity, and healthcare resources were obtained from Medicare claims and the Dartmouth Atlas of Health Care at the hospital referral region (HRR), which represents regional tertiary medical care markets. Linear regression was used to explain HRR-level variation in rates of surgical aortic valve replacement (SAVR) and TAVR, and 1-year mortality and readmission rates. RESULTS A total of 740,899 beneficiaries with AS were identified with a median prevalence of AS of 39.9 per 1000 Medicare beneficiary years. The average HRR-level rate of SAVR was 26.3 procedures per 1000 beneficiary years and the rate of TAVR was 20.3 procedures per 1000 beneficiary years. HRR-level comorbidities and number of TAVR centers were associated with a lower SAVR rate. Demographics and comorbidities explained most of the variation in HRR-level 1-year mortality (15.2% and 18.8%) and hospitalization rates (20.5% and 16.9%), but over half of the variation remained unexplained. CONCLUSION Wide regional variation in the treatment and outcomes of AS was observed but were largely unexplained by patient factors and healthcare utilization. Understanding the determinants of AS treatment and outcomes can inform population health efforts for these patients.
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Affiliation(s)
- Pieter A J van Bakel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Yunus Ahmed
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hechuan Hou
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Devraj Sukul
- Department of Internal Medicine, Division of Cardiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Joost A van Herwaarden
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Himanshu J Patel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, USA
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan, USA
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9
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Stewart JW, Hou H, Hawkins RB, Pagani FD, Sterling MR, Likosky DS, Thompson MP. Hospital Variation in Skilled Nursing Facility Use After Coronary Artery Bypass Graft Surgery. J Am Heart Assoc 2024; 13:e029833. [PMID: 38193303 PMCID: PMC10926789 DOI: 10.1161/jaha.123.029833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Accepted: 10/25/2023] [Indexed: 01/10/2024]
Abstract
BACKGROUND Over 20% of patients are discharged to a skilled nursing facility (SNF) after coronary artery bypass graft surgery, but little is known about specific drivers for postdischarge SNF use. The purpose of this study was to evaluate hospital variation in SNF use and its association with postoperative outcomes after coronary artery bypass graft. METHODS AND RESULTS A retrospective study design utilizing Medicare Provider Analysis and Review files was used to evaluate SNF use among 70 509 beneficiaries undergoing coronary artery bypass graft, with or without valve procedures, between 2016 and 2018. A total of 17 328 (24.6%) were discharged to a SNF, ranging from 0% to 88% across 871 hospitals. Multilevel logistic regression models identified significant patient-level predictors of discharge to SNF including increasing age, comorbidities, female sex, Black race, dual eligibility, and postoperative complications. After adjusting for patient and hospital factors, 15.6% of the variation in hospital SNF use was attributed to the discharging hospital. Compared with the lower quartile of hospital SNF use, hospitals in the top quartile of SNF use had lower risk-adjusted 1-year mortality (12.5% versus 8.6%, P<0.001) and readmission (59.9% versus 49.8%, P<0.001) rates for patients discharged to a SNF. CONCLUSIONS There is high variability in SNF use among hospitals that is only partially explained by patient characteristics. Hospitals with higher SNF utilization had lower risk-adjusted 1-year mortality and readmission rates for patients discharged to a SNF. More work is needed to better understand underlying provider and hospital-level factors contributing to SNF use variability.
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Affiliation(s)
- James W. Stewart
- Department of SurgeryYale School of MedicineNew HavenCTUSA
- Department of SurgeryMichigan MedicineAnn ArborMIUSA
| | - Hechuan Hou
- Department of Cardiac SurgeryMichigan MedicineAnn ArborMIUSA
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10
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Bauer TM, Yaser JM, Daramola T, Mansour AI, Ailawadi G, Pagani FD, Theurer P, Likosky DS, Keteyian SJ, Thompson MP. Cardiac Rehabilitation Reduces 2-Year Mortality After Coronary Artery Bypass Grafting. Ann Thorac Surg 2023; 116:1099-1105. [PMID: 37392993 PMCID: PMC11007662 DOI: 10.1016/j.athoracsur.2023.05.044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 05/12/2023] [Accepted: 05/30/2023] [Indexed: 07/03/2023]
Abstract
BACKGROUND Cardiac rehabilitation (CR) is a supervised outpatient exercise and risk reduction program offered to patients who have undergone coronary revascularization procedures. Multiple professional societal guidelines support the use of CR after coronary artery bypass grafting (CABG) based on studies in combined percutaneous coronary intervention and CABG populations with surrogate outcomes. This statewide analysis of patients undergoing CABG evaluated the relationship between CR use and long-term mortality. METHODS Medicare fee-for-service claims were linked to surgical data for patients discharged alive after isolated CABG from January 1, 2015, through September 30, 2019. Outpatient facility claims were used to identify any CR use within 1 year of discharge. Death within 2 years of discharge was the primary outcome. Mixed-effects logistic regression was used to predict CR use, adjusting for a variety of comorbidities. Unadjusted and inverse probability treatment weighting (IPTW) were used to compare 2-year mortality among CR users vs nonusers. RESULTS A total of 3848 of 6412 patients (60.0%) were enrolled in CR for an average of 23.2 (SD, 12.0) sessions, with 770 of 6412 (12.0%) completing all recommended 36 sessions. Logistic regression identified increasing age, discharge to home (vs extended care facility), and shorter length of stay as predictors of postdischarge CR use (P < .05). Unadjusted and IPTW analyses showed significant reduction in 2-year mortality in CR users compared with CR nonusers (unadjusted: 9.4% reduction; 95% CI, 10.8%-7.9%; P < .001; IPTW: -4.8% reduction; 95% CI, 6.0%-3.5%; P < .001). CONCLUSIONS These data suggest that CR use is associated with lower 2-year mortality. Future quality initiatives should consider identifying and addressing root causes of poor CR enrollment and completion.
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Affiliation(s)
- Tyler M Bauer
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | | | | | | | - Gorav Ailawadi
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Francis D Pagani
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan
| | - Patricia Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan
| | - Steven J Keteyian
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan; Division of Cardiovascular Medicine, Henry Ford Health, Detroit, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan; Michigan Value Collaborative, Ann Arbor, Michigan.
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Mansour AI, Fu W, Fliegner M, Stewart JW, Keteyian SJ, Thompson MP. Assessing the Readability and Quality of Cardiac Rehabilitation Program Websites in Michigan. J Cardiopulm Rehabil Prev 2023; 43:E23-E25. [PMID: 37643241 PMCID: PMC10615668 DOI: 10.1097/hcr.0000000000000817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Affiliation(s)
- Alexandra I Mansour
- University of Michigan Medical School, Ann Arbor (Dr Mansour); Department of Surgery, Michigan Medicine, Ann Arbor (Drs Fu and Stewart); Oakland University William Beaumont School of Medicine, Auburn Hills, Michigan (Mr Fliegner); Division of Cardiovascular Medicine, Henry Ford Health, Detroit (Dr Keteyian); and Institute of Healthcare Policy and Innovation, University of Michigan, Ann Arbor, and Section of Health Services Research and Quality, Department of Cardiac Surgery, Michigan Medicine, Ann Arbor (Dr Thompson)
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12
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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13
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Thompson MP, Stewart JW, Hou H, Nathan H, Pagani FD, DeLucia A, Theurer P, Prager RL, Hawkins RB, Likosky DS. Determinants and Outcomes Associated With Skilled Nursing Facility Use After Coronary Artery Bypass Grafting: A Statewide Experience. Circ Cardiovasc Qual Outcomes 2023; 16:e009639. [PMID: 37702050 PMCID: PMC10979415 DOI: 10.1161/circoutcomes.122.009639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 07/26/2023] [Indexed: 09/14/2023]
Abstract
BACKGROUND Skilled nursing facility (SNF) care is frequently used after cardiac surgery, but the patterns and determinants of use have not been well understood. The objective of this study was to evaluate determinants and outcomes associated with SNF use after isolated coronary artery bypass grafting. METHODS A retrospective analysis of Medicare Fee-For-Service claims linked to the Society of Thoracic Surgeons clinical data was conducted on isolated coronary artery bypass grafting patients without prior SNF use in Michigan between 2011 and 2019. Descriptive analysis evaluated the frequency, trends, and variation in SNF use across 33 Michigan hospitals. Multivariable mixed-effects regression was used to evaluate patient-level demographic and clinical determinants of SNF use and its effect on short- and long-term outcomes. RESULTS In our sample of 8614 patients, the average age was 73.3 years, 70.5% were male, and 7.7% were listed as non-White race. An SNF was utilized by 1920 (22.3%) patients within 90 days of discharge and varied from 3.2% to 58.3% across the 33 hospitals. Patients using SNFs were more likely to be female, older, non-White, with more comorbidities, worse cardiovascular function, a perioperative morbidity, and longer hospital lengths of stay. Outcomes were significantly worse for SNF users, including more frequent 90-day readmissions and emergency department visits and less use of home health and rehabilitation services. SNF users had higher risk-adjusted hazard of mortality (hazard ratio, 1.41 [95% CI, 1.26-1.57]; P<0.001) compared with non-SNF users and had 2.7-percentage point higher 5-year mortality rate in a propensity-matched cohort of patients (18.1% versus 15.4%; P<0.001). CONCLUSIONS The use of SNF care after isolated coronary artery bypass grafting was frequent and variable across Michigan hospitals and associated with worse risk-adjusted outcomes. Standardization of criteria for SNF use may reduce variability among hospitals and ensure appropriateness of use.
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Affiliation(s)
- Michael P. Thompson
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Michigan Value Collaborative, Ann Arbor, MI, USA
| | - James W. Stewart
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Hechuan Hou
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Hari Nathan
- Michigan Value Collaborative, Ann Arbor, MI, USA
- Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Francis D. Pagani
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Alphonse DeLucia
- Department of Cardiac Surgery, Bronson Methodist Hospital, Kalamazoo, MI
| | - Patricia Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Richard L. Prager
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Robert B. Hawkins
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Donald S. Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
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Latack KR, Moniz M, Hong CX, Schmidt P, Malone A, Kamdar N, Madden B, Pizzo CA, Thompson MP, Morgan DM. Statewide geographic variation in hysterectomy approach for pelvic organ prolapse: a county-level analysis. Am J Obstet Gynecol 2023; 229:320.e1-320.e7. [PMID: 37244455 DOI: 10.1016/j.ajog.2023.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Revised: 05/14/2023] [Accepted: 05/21/2023] [Indexed: 05/29/2023]
Abstract
BACKGROUND There are no definitive guidelines for surgical treatment of pelvic organ prolapse. Previous data suggests geographic variation in apical repair rates in health systems throughout the United States. Such variation can reflect lack of standardized treatment pathways. An additional area of variation for pelvic organ prolapse repair may be hysterectomy approach which could not only influence concurrent repair procedures, but also healthcare utilization. OBJECTIVE This study aimed to examine statewide geographic variation in surgical approach of hysterectomy for prolapse repair and concurrent use of colporrhaphy and colpopexy. STUDY DESIGN We conducted a retrospective analysis of Blue Cross Blue Shield, Medicare, and Medicaid fee-for-service insurance claims for hysterectomies performed for prolapse in Michigan between October 2015 and December 2021. Prolapse was identified with International Classification of Disease Tenth Revision codes. The primary outcome was variation in surgical approach for hysterectomy as determined by Current Procedural Terminology code (vaginal, laparoscopic, laparoscopic assisted vaginal, or abdominal) on a county level. Patient home address zip codes were used to determine county of residence. A hierarchical multivariable logistic regression model with vaginal approach as the dependent variable and county-level random effects was estimated. Patient attributes, including age, comorbidities (diabetes mellitus, chronic obstructive pulmonary disease, congestive heart failure, morbid obesity), concurrent gynecologic diagnoses, health insurance type, and social vulnerability index were used as fixed-effects. To estimate variation between counties in vaginal hysterectomy rates, a median odds ratio was calculated. RESULTS There were 6974 hysterectomies for prolapse representing 78 total counties that met eligibility criteria. Of these, 2865 (41.1%) underwent vaginal hysterectomy, 1119 (16.0%) underwent laparoscopic assisted vaginal hysterectomy, and 2990 (42.9%) underwent laparoscopic hysterectomy. The proportion of vaginal hysterectomy across 78 counties ranged from 5.8% to 86.8%. The median odds ratio was 1.86 (95% credible interval, 1.33-3.83), consistent with a high level of variation. Thirty-seven counties were considered statistical outliers because the observed proportion of vaginal hysterectomy was outside the predicted range (as defined by confidence intervals of the funnel plot). Vaginal hysterectomy was associated with higher rates of concurrent colporrhaphy than laparoscopic assisted vaginal hysterectomy or laparoscopic hysterectomy (88.5% vs 65.6% vs 41.1%, respectively; P<.001) and lower rates of concurrent colpopexy (45.7% vs 51.7% vs 80.1%, respectively; P<.001). CONCLUSION This statewide analysis reveals a significant level of variation in the surgical approach for hysterectomies performed for prolapse. The variation in surgical approach for hysterectomy may help account for high rates of variation in concurrent procedures, especially apical suspension procedures. These data highlight how geographic location may influence the surgical procedures a patient undergoes for uterine prolapse.
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Affiliation(s)
- Kyle R Latack
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI.
| | - Michelle Moniz
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Christopher X Hong
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
| | - Payton Schmidt
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
| | - Anita Malone
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
| | - Neil Kamdar
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI; Institute for Healthcare Policy and Innovation, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Brian Madden
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
| | - Chelsea A Pizzo
- The Michigan Value Collaborative, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Michael P Thompson
- The Michigan Value Collaborative, Michigan Medicine, University of Michigan, Ann Arbor, MI
| | - Daniel M Morgan
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
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15
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Thompson MP, Cain-Nielsen AH, Yost Karslake ML, Pizzo CA, Yaser JM, Syrjamaki JD, Nathan H, Norton EC, Regenbogen SE. Hospital performance in a statewide commercial insurer episode-based incentive program. Am J Manag Care 2023; 29:e250-e256. [PMID: 37616153 DOI: 10.37765/ajmc.2023.89412] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Abstract
OBJECTIVES To evaluate hospital performance and behaviors in the first 2 years of a statewide commercial insurance episode-based incentive pay-for-performance (P4P) program. STUDY DESIGN Retrospective cohort study of price- and risk-standardized episode-of-care spending from the Michigan Value Collaborative claims data registry. METHODS Changes in hospital-level episode spending between baseline and performance years were estimated during the program years (PYs) 2018 and 2019. The distribution and hospital characteristics associated with P4P points earned were described for both PYs. A difference-in-differences (DID) analysis compared changes in patient-level episode spending associated with program implementation. RESULTS Hospital-level episode spending for all conditions declined significantly from the baseline year to the performance year in PY 2018 (-$671; 95% CI, -$1113 to -$230) but was not significantly different for PY 2019 ($177; 95% CI, -$412 to $767). Hospitals earned a mean (SD) total of 6.3 (3.1) of 10 points in PY 2018 and 4.5 (2.9) of 10 points in PY 2019, with few significant differences in P4P points across hospital characteristics. The highest-scoring hospitals were more likely to have changes in case mix index and decreases in spending across the entire episode of care compared with the lowest-scoring hospitals. DID analysis revealed no significant changes in patient-level episode spending associated with program implementation. CONCLUSIONS There was little evidence for overall reductions in spending associated with the program, but the performance of the hospitals that achieved greatest savings and incentives provides insights into the ongoing design of hospital P4P metrics.
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Affiliation(s)
- Michael P Thompson
- Michigan Medicine, 5331K Frankel Cardiovascular Center, 1500 E Medical Center Dr, SPC 5864, Ann Arbor, MI 48109.
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16
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Higgins AM, Daignault-Newton S, Becker REN, Fernandez Moncaleano G, Cheng B, Pizzo CA, Thompson MP, Conrado B, Johnson AM, Hollingsworth JM, Ghani KR, Dauw CA. Improving the Quality of Upper Urinary Tract Stone Surgery: External Validation of a Statewide Collaborative's Efforts to Reduce Emergency Department Visits After Ureteroscopy. J Urol 2023; 210:128-135. [PMID: 37114615 DOI: 10.1097/ju.0000000000003496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 04/13/2023] [Indexed: 04/29/2023]
Abstract
PURPOSE The ROCKS (Reducing Operative Complications from Kidney Stones) program in MUSIC (Michigan Urological Surgery Improvement Collaborative) was created to optimize ureteroscopy outcomes. Through data collection, distribution of reports, patient education, and standardization of medication, post-ureteroscopy emergency department visits in Michigan have declined. It is unclear whether this is because of statewide quality efforts or due to national trends. We therefore sought to understand emergency department visit rates in Michigan compared to a national data set. MATERIALS AND METHODS We compared the MUSIC ROCKS clinical registry in Michigan against a national cohort, Optum's de-identified Clinformatics Data Mart, from 2016-2021 (excluding Michigan). We identified patients who underwent ureteroscopy and the proportion who had a postoperative emergency department visit within 30 days. Emergency department rates were modeled over time, adjusting for age, gender, comorbidity, and ureteral stenting. RESULTS We identified 24,688 patients in MUSIC ROCKS and 99,340 in the Clinformatics Data Mart database who underwent ureteroscopy. The risk-adjusted emergency department visit rate in MUSIC ROCKS significantly declined over the study period (10.5% in 2016 to 6.9% in 2021, P < 0.001) while the mean emergency department visit rate in the Clinformatics Data Mart cohort was 9.9% and did not change over time (9.6% in 2016 to 10% in 2021). Comparing emergency department visits between the cohorts, the MUSIC ROCKS rate significantly declined relative to the Clinformatics Data Mart (P < 0.001) over the study period. CONCLUSIONS Postoperative emergency department visit rates in Michigan have declined significantly after ureteroscopy since the establishment of MUSIC ROCKS. This decline outpaced national rates, providing evidence that systematic quality initiatives can improve urological care.
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Affiliation(s)
- Andrew M Higgins
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
| | - Stephanie Daignault-Newton
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
| | - Russell E N Becker
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
| | | | - Bonnie Cheng
- Michigan Value Collaborative (MVC), University of Michigan, Ann Arbor, Michigan
| | | | - Michael P Thompson
- Michigan Value Collaborative (MVC), University of Michigan, Ann Arbor, Michigan
| | - Bronson Conrado
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
| | - Anna M Johnson
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
| | | | - Khurshid R Ghani
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
| | - Casey A Dauw
- Michigan Urological Surgery Improvement Collaborative (MUSIC), University of Michigan, Ann Arbor, Michigan
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17
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Pienta MJ, Cascino TM, Likosky DS, Ghaferi AA, Aaronson KD, Pagani FD, Thompson MP. Failure to rescue: A candidate quality metric for durable left ventricular assist device implantation. J Thorac Cardiovasc Surg 2023; 165:2114-2123.e5. [PMID: 34887093 PMCID: PMC9081291 DOI: 10.1016/j.jtcvs.2021.10.054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 10/21/2021] [Accepted: 10/28/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVE Failure to rescue (FTR), defined as death after a complication, is recognized as a principal driver of variation in mortality among hospitals. We evaluated FTR as a quality metric in patients who received durable left ventricular assist devices (LVADs) using the Society of Thoracic Surgeons Interagency Registry for Mechanically Assisted Circulatory Support. METHODS Data on 13,617 patients who received primary durable LVADs from April 2012 to October 2017 at 131 hospitals that performed at least 20 implants were analyzed from the Society of Thoracic Surgeons Interagency Registry for Mechanically Assisted Circulatory Support. Rates of major complications and FTR were compared across risk-adjusted in-hospital mortality terciles (low, medium, high) and hospital volume. Logistic regression was used to estimate expected FTR rates on the basis of patient factors for each major complication. RESULTS The overall unadjusted in-hospital mortality rate was 6.96%. Risk-adjusted in-hospital mortality rates varied 3.1-fold across terciles (low, 3.3%; high, 10.3%; P trend <.001). Rates of major complications varied 1.1-fold (low, 34.0%; high, 38.8%; P < .0001). Among patients with a major complication, 854 died in-hospital for an FTR rate of 17.7%, with 2.8-fold variation across mortality terciles (low, 8.5%; high, 23.9%; P < .0001). FTR rates were highest for renal dysfunction requiring dialysis (45.3%) and stroke (36.5%). Higher average annual LVAD volume was associated with higher rates of major complications (<10 per year, 26.7%; 10-20 per year, 34.0%; 20-30 per year, 34.0%; >30 per year, 40.1%; P trend <.0001) whereas hospitals implanting <10 per year had the highest FTR rate (<10 per year, 23.5%; 10-20 per year, 16.5%; 20-30 per year, 17.0%; >30 per year, 17.9%; P = .03). CONCLUSIONS FTR might serve as an important quality metric for durable LVAD implant procedures, and identifying strategies for successful rescue after complications might reduce hospital variations in mortality.
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Affiliation(s)
- Michael J Pienta
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich.
| | - Thomas M Cascino
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, Mich
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | - Amir A Ghaferi
- Department of Surgery, University of Michigan, Ann Arbor, Mich
| | - Keith D Aaronson
- Division of Cardiovascular Medicine, University of Michigan, Ann Arbor, Mich
| | - Francis D Pagani
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
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18
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Ahmed Y, van Bakel PAJ, Hou H, Sukul D, Likosky DS, van Herwaarden JA, Watkins DC, Ailawadi G, Patel HJ, Thompson MP. Racial and ethnic disparities in diagnosis, management and outcomes of aortic stenosis in the Medicare population. PLoS One 2023; 18:e0281811. [PMID: 37036876 PMCID: PMC10085041 DOI: 10.1371/journal.pone.0281811] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 02/01/2023] [Indexed: 04/11/2023] Open
Abstract
IMPORTANCE Aortic stenosis (AS) is one of the most common heart valve conditions and its incidence and prevalence increases with age. With the introduction of transcatheter aortic valve replacement (TAVR), racial and ethnic disparities in AS diagnosis, treatment and outcomes is poorly understood. OBJECTIVE In this study we assessed racial and ethnic disparities in AS diagnosis, treatment, and outcomes among Medicare beneficiaries. DESIGN We conducted a population-based cohort study of inpatient, outpatient, and professional claims from a 20% sample of Medicare beneficiaries. MAIN OUTCOMES AND MEASURES Incidence and Prevalence was determined among Medicare Beneficiaries. Outcomes in this study included management; the number of (non)-interventional cardiology and cardiothoracic surgery evaluation and management (E&M) visits, and number of transthoracic echocardiograms (TTE) performed. Treatment, which was defined as Surgical Aortic Valve Replacement and Transthoracic Aortic Valve Replacement. And outcomes described as All-cause Hospitalizations, Heart Failure Hospitalization and 1-year mortality. RESULTS A total of 1,513,455 Medicare beneficiaries were diagnosed with AS (91.3% White, 4.5% Black, 1.1% Hispanic, 3.1% Asian and North American Native) between 2010 and 2018. Annual prevalence of AS diagnosis was lower for racial and ethnic minorities compared with White patients, with adjusted rate ratios of 0.66 (95% CI 0.65 to 0.68) for Black patients, 0.67 (95% CI 0.64 to 0.70) for Hispanic patients and 0.75 (95% CI 0.73 to 0.77) for Asian and North American Native patients as recent as 2018. After adjusting for age, sex and comorbidities, cardiothoracic surgery E&M visits and treatment rates were significantly lower for Black, Hispanic and Asian and North American Native patients compared with White patients. All-cause hospitalization rate was higher for Black and Hispanic patients compared with White patient. 1-year mortality was higher for Black patients, while Hispanic and Asian and North American Native patients had lower 1-year mortality compared with White patients. CONCLUSIONS AND RELEVANCE We demonstrated significant racial and ethnic disparities in the diagnosis, management and outcomes of AS. The factors driving the persistence of these disparities in AS care need to be elucidated to develop an equitable health care system.
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Affiliation(s)
- Yunus Ahmed
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Pieter A J van Bakel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hechuan Hou
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Devraj Sukul
- Department of Cardiology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Joost A van Herwaarden
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Daphne C Watkins
- School of Social Work, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Gorav Ailawadi
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Himanshu J Patel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan, United States of America
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Likosky DS, Strobel RJ, Wu X, Kramer RS, Hamman BL, Brevig JK, Thompson MP, Ghaferi AA, Zhang M, Lehr EJ. Interhospital failure to rescue after coronary artery bypass grafting. J Thorac Cardiovasc Surg 2023; 165:134-143.e3. [PMID: 33712236 PMCID: PMC8679510 DOI: 10.1016/j.jtcvs.2021.01.064] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 01/06/2021] [Accepted: 01/12/2021] [Indexed: 01/03/2023]
Abstract
OBJECTIVE We evaluated whether interhospital variation in mortality rates for coronary artery bypass grafting was driven by complications and failure to rescue. METHODS An observational study was conducted among 83,747 patients undergoing isolated coronary artery bypass grafting between July 2011 and June 2017 across 90 hospitals. Failure to rescue was defined as operative mortality among patients developing complications. Complications included the Society of Thoracic Surgeons 5 major complications (stroke, surgical reexploration, deep sternal wound infection, renal failure, prolonged intubation) and a broader set of 19 overall complications. After creating terciles of hospital performance (based on observed:expected mortality), each tercile was compared on the basis of crude rates of (1) major and overall complications, (2) operative mortality, and (3) failure to rescue (among major and overall complications). The correlation between hospital observed and expected (to address confounding) failure to rescue rates was assessed. RESULTS Median Society of Thoracic Surgeons predicted mortality risk was similar across hospital observed:expected mortality terciles (P = .831). Mortality rates significantly increased across terciles (low tercile: 1.4%, high tercile: 2.8%). Although small in magnitude, rates of major (low tercile: 11.1%, high tercile: 12.2%) and overall (low tercile: 36.6%, high tercile: 35.3%) complications significantly differed across terciles. Nonetheless, failure to rescue rates increased substantially across terciles among patients with major (low tercile: 9.1%, high tercile: 14.3%) and overall (low tercile: 3.3%, high tercile: 6.8%) complications. Hospital observed and expected failure to rescue rates were positively correlated among patients with major (R2 = 0.14) and overall (R2 = 0.51) complications. CONCLUSIONS The reported interhospital variability in successful rescue after coronary artery bypass grafting supports the importance of identifying best practices at high-performing hospitals, including early recognition and management of complications.
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Affiliation(s)
- Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich.
| | | | - Xiaoting Wu
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | - Robert S Kramer
- Division of Cardiothoracic Surgery, Maine Medical Center, Portland, Me
| | - Baron L Hamman
- Cardiovascular & Thoracic Surgery, Texas Health Resources, Arlington, Tex
| | - James K Brevig
- Providence St Joseph Heart Institute, Renton, Wash; Providence Regional Medical Center, Everett, Wash
| | | | - Amir A Ghaferi
- Department of General Surgery, University of Michigan, Ann Arbor, Mich
| | - Min Zhang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Mich
| | - Eric J Lehr
- Department of Cardiac Surgery, Swedish Heart & Vascular Institute, Swedish Medical Center, Seattle, Wash
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20
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Stewart JW, Hou H, Wang Y, Bonner SN, Hawkins RB, Pagani FD, Ailawadi G, Likosky DS, Thompson MP. Skilled Nursing Facility Quality Rating and Surgical Outcomes Following Coronary Artery Bypass Grafting. Semin Thorac Cardiovasc Surg 2022:S1043-0679(22)00270-2. [PMID: 36402230 DOI: 10.1053/j.semtcvs.2022.11.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Accepted: 11/01/2022] [Indexed: 11/18/2022]
Abstract
Centers for Medicare and Medicaid Services created a 5-star quality rating system to evaluate skilled nursing facilities (SNFs). Patient discharge to lower-star quality SNFs has been shown to adversely impact surgical outcomes. Recent data has shown that over 20% of patients are discharged to an SNF after CABG, but the link between SNF quality and CABG outcomes has not been established. The purpose of this study is to evaluate the impact of SNF quality ratings on postoperative outcomes after CABG. Retrospective cohort review of Medicare patients undergoing CABG and discharged to an SNF between the years 2016-2017. Patients were categorized into 3 groups according to the star rating of the SNF with receipt of care after discharge (ie, below average, average, above average). Risk-adjusted 30-day to 1-year outcomes of mortality, readmission, and SNF length of stay were calculated and compared using multivariable logistic regression and Poisson models across SNF quality categories. Of the 73,164 Medicare patients in our sample, 15,522 (21.2%) were discharged to an SNF. Patients in below average SNFs were more likely to be younger, Black, Medicare/Medicaid dual eligible, and have more comorbidities. Compared to above average SNFs, patients discharged to below average SNFs experienced higher risk-adjusted 30-day mortality (2.1% vs 1.6%, P<0.02), readmission (21.6% vs 19.3%, P<0.01) and SNF length of stay (17.3d vs 16.5d, P<0.0001). Within 90-days, below average SNFs experienced higher risk-adjusted readmission rates (31.7% vs 30.0%, P<0.004). Outcomes at 1-year were not statistically significant. Medicare beneficiaries discharged to lower quality SNFs experienced worse postoperative outcomes after CABG. Identifying best practices at high performing SNFs, to potentially implement at low performing facilities, may improve equitable care for patients.
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Affiliation(s)
- James W Stewart
- Department of Surgery, University of Michigan, Ann Arbor, Michigan.; Department of Surgery, Yale School of Medicine, New Haven, Connecticut.; VA Healthcare System, Ann Arbor, Michigan..
| | - Hechuan Hou
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Yoyo Wang
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Sidra N Bonner
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Robert B Hawkins
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Francis D Pagani
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Gorav Ailawadi
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
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21
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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: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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22
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van Bakel PAJ, Ahmed Y, Hou H, Sukul D, Likosky DS, van Herwaarden JA, Patel HJ, Thompson MP. Trends in Medicare Payments for Beneficiaries With Aortic Stenosis. J Am Heart Assoc 2022; 11:e026102. [PMID: 35861820 PMCID: PMC9707827 DOI: 10.1161/jaha.122.026102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background
Aortic stenosis (AS) is the most common form of valvular heart disease with an increasing prevalence. Management of AS has changed dramatically with the introduction of transcatheter aortic valve replacement (AVR). The shift in management of AS, combined with an aging population, may increase the cost of patients with AS in the US health care system.
Methods and Results
We performed a retrospective cohort study, using inpatient, carrier, and outpatient data from a 20% Medicare fee‐for‐service beneficiaries' sample from 2008 to 2019 and included beneficiaries, aged ≥65 years. We identified beneficiaries with a diagnosis of AS and stratified the sample into 3 age groups: 66 to 74, 75 to 84, and ≥85 years. We evaluated the crude and adjusted changes in annual Medicare payments (total and component) per beneficiary. We identified 1 887 340 (1.6%) Medicare beneficiaries diagnosed with AS. The average annual spending for Medicare beneficiaries with AS was $19 241 in 2010 and increased annually by $301 to $23 174 in 2019 (
P
<0.0001). Annual Medicare payments on patients with AS increased from $2 894 995 131 in 2010 to $4 619 077 182 in 2019, a difference of >1.7 billion dollars. Inpatient spending increased 1.1% per year, with the highest increase in patients aged ≥85 years (1.9%). The percentage of beneficiaries undergoing surgical AVR decreased from 3.7% to 1.6%, and annual spending on surgical AVR decreased an average of 7.2% per year. The percentage of beneficiaries undergoing transcatheter AVR increased from 0% in 2010 to 3.8% in 2019, and annual spending for transcatheter AVR increased by 458.7% per year.
Conclusions
Although average annual Medicare spending per beneficiary modestly increased over the study period, the increase in the prevalence of AS and the proportion of beneficiaries undergoing (transcatheter) interventions for AS led to a substantial increase in overall Medicare spending among patients with AS.
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Affiliation(s)
- Pieter A. J. van Bakel
- Department of Cardiac Surgery University of Michigan Ann Arbor MI
- Department of Vascular Surgery University Medical Center Utrecht Utrecht the Netherlands
| | - Yunus Ahmed
- Department of Cardiac Surgery University of Michigan Ann Arbor MI
- Department of Vascular Surgery University Medical Center Utrecht Utrecht the Netherlands
| | - Hechuan Hou
- Department of Cardiac Surgery University of Michigan Ann Arbor MI
| | - Devraj Sukul
- Division of Cardiology, Department of Internal Medicine University of Michigan Ann Arbor MI
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23
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Cascino TM, Somanchi S, Colvin M, Chung GS, Brescia AA, Pienta M, Thompson MP, Stewart JW, Sukul D, Watkins DC, Pagani FD, Likosky DS, Aaronson KD, McCullough JS. Racial and Sex Inequities in the Use of and Outcomes After Left Ventricular Assist Device Implantation Among Medicare Beneficiaries. JAMA Netw Open 2022; 5:e2223080. [PMID: 35895063 PMCID: PMC9331085 DOI: 10.1001/jamanetworkopen.2022.23080] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Accepted: 05/20/2022] [Indexed: 11/14/2022] Open
Abstract
Importance While left ventricular assist devices (LVADs) increase survival for patients with advanced heart failure (HF), racial and sex access and outcome inequities remain and are poorly understood. Objectives To assess risk-adjusted inequities in access and outcomes for both Black and female patients and to examine heterogeneity in treatment decisions among patients for whom clinician discretion has a more prominent role. Design, Setting, and Participants This retrospective cohort study of 12 310 Medicare beneficiaries used 100% Medicare Fee-for-Service administrative claims. Included patients had been admitted for heart failure from 2008 to 2014. Data were collected from July 2007 to December 2015 and analyzed from August 23, 2020, to May 15, 2022. Exposures Beneficiary race and sex. Main Outcomes and Measures The propensity for LVAD implantation was based on clinical risk factors from the 6 months preceding HF admission using XGBoost and the synthetic minority oversampling technique. Beneficiaries with a 5% or greater probability of receiving an LVAD were included. Logistic regression models were estimated to measure associations of race and sex with LVAD receipt adjusting for clinical characteristics and social determinants of health (eg, distance from LVAD center, Medicare low-income subsidy, neighborhood deprivation). Next, 1-year mortality after LVAD was examined. Results The analytic sample included 12 310 beneficiaries, of whom 22.9% (n = 2819) were Black and 23.7% (n = 2920) were women. In multivariable models, Black beneficiaries were 3.0% (0.2% to 5.8%) less likely to receive LVAD than White beneficiaries, and women were 7.9% (5.6% to 10.2%) less likely to receive LVAD than men. Individual poverty and worse neighborhood deprivation were associated with reduced use, 2.9% (0.4% to 5.3%) and 6.7% (2.9% to 10.5%), respectively, but these measures did little to explain observed disparities. The racial disparity was concentrated among patients with a low propensity score (propensity score <0.52). One-year survival by race and sex were similar on average, but Black patients with a low propensity score experienced improved survival (7.2% [95% CI, 0.9% to 13.5%]). Conclusions and Relevance In this cohort study of Medicare beneficiaries hospitalized for HF, disparities in LVAD use by race and sex existed and were not explained by clinical characteristics or social determinants of health. The treatment and post-LVAD survival by race were equivalent among the most obvious LVAD candidates. However, there was differential use and outcomes among less clear-cut LVAD candidates, with lower use but improved survival among Black patients. Inequity in LVAD access may have resulted from differences in clinician decision-making because of systemic racism and discrimination, implicit bias, or patient preference.
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Affiliation(s)
- Thomas M. Cascino
- University of Michigan, Division of Cardiovascular Disease, Ann Arbor
| | - Sriram Somanchi
- University of Notre Dame, Mendoza College of Business, Department of IT Analytics and Operations, Notre Dame, Indiana
| | - Monica Colvin
- University of Michigan, Division of Cardiovascular Disease, Ann Arbor
| | - Grace S. Chung
- University of Michigan School of Public Health, Department of Health Management and Policy, Ann Arbor
| | | | - Michael Pienta
- University of Michigan, Department of Cardiac Surgery, Ann Arbor
| | | | - James W. Stewart
- University of Michigan, Department of Cardiac Surgery, Ann Arbor
| | - Devraj Sukul
- University of Michigan, Division of Cardiovascular Disease, Ann Arbor
| | | | | | | | - Keith D. Aaronson
- University of Michigan, Division of Cardiovascular Disease, Ann Arbor
| | - Jeffrey S. McCullough
- University of Michigan School of Public Health, Department of Health Management and Policy, Ann Arbor
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24
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Guduguntla V, Yaser JM, Keteyian SJ, Pagani FD, Likosky DS, Sukul D, Thompson MP. Variation in Cardiac Rehabilitation Participation During Aortic Valve Replacement Episodes of Care. Circ Cardiovasc Qual Outcomes 2022; 15:e009175. [PMID: 35559710 PMCID: PMC10068673 DOI: 10.1161/circoutcomes.122.009175] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Despite reported benefit in the setting of aortic valve replacement (AVR), cardiac rehabilitation (CR) utilization remains low, with few studies evaluating hospital and patient-level variation in CR participation. We explored determinants of CR variability during AVR episodes of care: transcatheter aortic valve replacement (TAVR) and surgical aortic valve replacement (SAVR). METHODS A cohort of 10 124 AVR episodes of care (TAVR n=5121 from 24 hospitals; SAVR n=5003 from 32 hospitals) were identified from the Michigan Value Collaborative statewide multipayer registry (2015-2019). CR enrollment was defined as the presence of a single professional or facility claim within 90 days of discharge: 93 797, 93 798, G0422, G0423. Annual trends and hospital variation in CR were described for TAVR, SAVR, and all AVR. Multilevel logistic regression was used to estimate effects of predictors and hospital risk-adjusted rates of CR enrollment. RESULTS Overall, 4027 (39.8%) patients enrolled in CR, with significant differences by treatment strategy: SAVR=50.9%, TAVR=28.9% (P<0.001). CR use after SAVR was significantly higher than after TAVR and increased over time for both modalities (P<0.001). There were significant differences in CR enrollment across age, gender, payer, and some comorbidities (P<0.05). At the hospital level, CR participation rates for all AVR varied 10-fold (4.8% to 68.7%) and were moderately correlated between SAVR and TAVR (Pearson r=0.56, P<0.01). CONCLUSIONS Substantial variation exists in CR participation during AVR episodes of care across hospitals. However, within-hospital CR participation rates were significantly correlated across treatment strategies. These findings suggest that CR participation is the product of hospital-specific practice patterns. Identifying hospital practices associated with higher CR participation can help assist future quality improvement efforts to increase CR use after AVR.
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Affiliation(s)
- Vinay Guduguntla
- Department of Internal Medicine, University of California, San Francisco (V.G.)
- Michigan Value Collaborative, University of Michigan, Ann Arbor (V.G., J.M.Y., M.P.T.)
| | - Jessica M Yaser
- Michigan Value Collaborative, University of Michigan, Ann Arbor (V.G., J.M.Y., M.P.T.)
| | - Steven J Keteyian
- Division of Cardiovascular Medicine, Henry Ford Health, Detroit, MI (S.J.K.)
| | - Francis D Pagani
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor (F.D.P., D.S.L., M.P.T.)
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI (F.D.P., D.S.L., M.P.T.)
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor (F.D.P., D.S.L., M.P.T.)
| | - Devraj Sukul
- Department of Internal Medicine, University of California, San Francisco (V.G.)
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, Ann Arbor (D.S.)
| | - Michael P Thompson
- Michigan Value Collaborative, University of Michigan, Ann Arbor (V.G., J.M.Y., M.P.T.)
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor (F.D.P., D.S.L., M.P.T.)
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI (F.D.P., D.S.L., M.P.T.)
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25
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Pienta MJ, Wu X, Cascino TM, Brescia AA, Abou El Ela A, Zhang M, McCullough JS, Shore S, Aaronson KD, Thompson MP, Pagani FD, Likosky DS. Advancing Quality Metrics for Durable Left Ventricular Assist Device Implant: Analysis of the Society of Thoracic Surgeons Intermacs Database. Ann Thorac Surg 2022; 113:1544-1551. [PMID: 35176258 PMCID: PMC9035070 DOI: 10.1016/j.athoracsur.2022.01.031] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 01/24/2022] [Accepted: 01/29/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND Patients undergoing left ventricular assist device (LVAD) implantation are at risk for death and postoperative adverse outcomes. Interhospital variability and concordance of quality metrics were assessed using the Society of Thoracic Surgeons Interagency Registry for Mechanically Assisted Circulatory Support (Intermacs). METHODS A total of 22 173 patients underwent primary, durable LVAD implantation across 160 hospitals from 2012 to 2020, excluding hospitals performing <10 implant procedures. Observed and risk-adjusted operative mortality rates were calculated for each hospital. Outcomes included operative and 90-day mortality, a composite of adverse events (operative mortality, bleeding, stroke, device malfunction, renal dysfunction, respiratory failure), and secondarily failure to rescue. Rates are presented as median (interquartile range [IQR]). Hospital performance was evaluated using observed-to-expected (O/E) ratios for mortality and the composite outcome. RESULTS Interhospital variability existed in observed (median, 7.2% [IQR, 5.1%-9.6%]) mortality. The rates of adverse events varied across hospitals: major bleeding, 15.6% (IQR, 11.4%-22.4%); stroke, 3.1% (IQR, 1.6%-4.7%); device malfunction, 2.4% (IQR, 0.8%-3.7%); respiratory failure, 10.5% (IQR, 4.6%-15.7%); and renal dysfunction, 6.4% (IQR, 3.2%-9.6%). The O/E ratio for operative mortality varied from 0.0 to 6.1, whereas the O/E ratio for the composite outcome varied from 0.28 to 1.99. Hospital operative mortality O/E ratios were more closely correlated with the 90-day mortality O/E ratio (r = 0.74) than with the composite O/E ratio (r = 0.12). CONCLUSIONS This study reported substantial interhospital variability in performance for hospitals implanting durable LVADs. These findings support the need to (1) report hospital-level performance (mortality, composite) and (2) undertake benchmarking activities to reduce unwarranted variability in outcomes.
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Affiliation(s)
- Michael J Pienta
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan.
| | - Xiaoting Wu
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan
| | - Thomas M Cascino
- Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan
| | | | | | - Min Zhang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Jeffrey S McCullough
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Supriya Shore
- Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan
| | - Keith D Aaronson
- Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan
| | | | - Francis D Pagani
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan
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26
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Fliegner M, Yaser JM, Stewart J, Nathan H, Likosky DS, Theurer PF, Clark MJ, Prager RL, Thompson MP. Area Deprivation and Medicare Spending for Coronary Artery Bypass Grafting: Insights from Michigan. Ann Thorac Surg 2022; 114:1291-1297. [PMID: 35300953 DOI: 10.1016/j.athoracsur.2022.02.046] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 02/16/2022] [Accepted: 02/22/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Prior work has established that high socioeconomic deprivation is associated with worse short- and long-term outcomes for coronary artery bypass graft (CABG) patients. The relationship between socioeconomic status and 90-day episode spending is poorly understood. In this observational cohort analysis, we evaluated whether socioeconomically disadvantaged patients were associated with higher expenditures during 90-day episodes of care following isolated CABG. METHODS We linked clinical registry data from 8,728 isolated CABG procedures from January 1st, 2012 to December 31st, 2018 to Medicare fee-for-service claims data. Our primary exposure variable was patients in the top decile of the Area Deprivation Index. Linear regression was used to compare risk-adjusted, price-standardized 90-day episode spending for deprived against non-deprived patients, as well as component spending categories: index hospitalization, professional services, post-acute care, and readmissions. RESULTS A total of 872 patients were categorized as being in the top decile. Mean 90-day episode spending for the 8,728 patients in the sample was $55,258 (standard deviation = $26,252). Socioeconomically deprived patients had higher overall 90-day spending compared to non-deprived patients ($61,579 vs. $54,557, difference = $3,003, p = 0.001). Spending was higher in socioeconomically deprived patients for index hospitalizations (difference = $1,284, p = 0.005), professional services (difference = $379, p = 0.002) and readmissions (difference = $1,188, p = 0.008). Inpatient rehabilitation was the only significant difference in post-acute care spending (difference = $469, p = 0.011). CONCLUSIONS Medicare spending was higher for socioeconomically deprived CABG in Michigan, indicating systemic disparities over and above patient demographic factors.
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Affiliation(s)
- Maximilian Fliegner
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan; Oakland University William Beaumont School of Medicine, Auburn Hills, Michigan
| | | | - James Stewart
- VA Ann Arbor Healthcare System, Ann Arbor, Michigan; Department of Surgery, Michigan Medicine, Ann Arbor, Michigan Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan
| | - Hari Nathan
- Michigan Value Collaborative, Ann Arbor, Michigan; Department of Surgery, Michigan Medicine, Ann Arbor, Michigan Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan; Michigan Value Collaborative, Ann Arbor, Michigan; Department of Surgery, Michigan Medicine, Ann Arbor, Michigan Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, Michigan
| | - Patricia F Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan
| | - Melissa J Clark
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan
| | - Richard L Prager
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, Michigan; Michigan Value Collaborative, Ann Arbor, Michigan.
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27
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Pienta MJ, Theurer P, He C, Zehr K, Drake D, Murphy E, Bolling SF, Romano MA, Prager R, Thompson MP, Ailawadi G, Martin D, George K, Batra S, Liakonis C, Dabir R, Shannon F, Robinson P, Delucia A, Kaakeh B, Zehr K, Mandal K, Simonetti V, Nemeh H, Alnajjar R, Holmes R, Batra S, Gandhi D, Minanov K, Talbott J, Martin J, Downey R, Collar A, Lall S, Pridjian A, Fanning J, Baghelai K, Pruitt A, Schwartz C, Kim K, Blakeman B. Racial Disparities in Mitral Valve Surgery: A Statewide Analysis. J Thorac Cardiovasc Surg 2022; 165:1815-1823.e8. [PMID: 35414409 DOI: 10.1016/j.jtcvs.2021.11.096] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 11/01/2021] [Accepted: 11/04/2021] [Indexed: 11/24/2022]
Abstract
OBJECTIVE Racial disparities in health care have come to the forefront. We hypothesized that Black race was associated with worse preoperative risk, lower repair rates, and worse outcomes among patients who underwent mitral valve surgery. METHODS All patients who underwent mitral valve repair or replacement with or without coronary artery bypass grafting from 2011 to 2020 in a statewide collaborative database were stratified into 3 racial groups, White, Black, and other. Preoperative characteristics, procedure type, and outcomes were evaluated. RESULTS A total of 9074 mitral valve operations were performed at 33 centers (Black 1009 [11.1%], White 7862 [86.6%]). Preoperative combined Society of Thoracic Surgeons morbidity and mortality was higher for Black patients (Black 32%, White 22%, other 23%, [P < .001]) because of a greater proportion of diabetes, hypertension, and chronic lung disease. White patients were more likely to undergo mitral repair (White 66%, Black 53.3%, other 57%; P < .001). Operative mortality was similar across racial groups (White 3.7%, Black 4.6%, other 4.5%; P = .36). After adjusting for preoperative factors, mitral etiology, and hospitals, race was not associated with mitral valve repair, complications, or mortality, but Black patients had higher odds of extended care facility utilization and readmission. CONCLUSIONS Contrary to our hypothesis, there was no difference in the odds of repair or operative mortality across races after accounting for risk and etiology. However, Black patients were more likely to be readmitted after discharge. These findings support a greater focus on reducing disparities in mitral valve surgery.
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28
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Sukul D, Seth M, Thompson MP, Keteyian SJ, Boyden TF, Syrjamaki JD, Yaser J, Likosky DS, Gurm HS. Hospital and Operator Variation in Cardiac Rehabilitation Referral and Participation After Percutaneous Coronary Intervention: Insights From Blue Cross Blue Shield of Michigan Cardiovascular Consortium. Circ Cardiovasc Qual Outcomes 2021; 14:e008242. [PMID: 34749515 DOI: 10.1161/circoutcomes.121.008242] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Despite its established benefit and strong endorsement in international guidelines, cardiac rehabilitation (CR) use remains low. Identifying determinants of CR referral and use may help develop targeted policies and quality improvement efforts. We evaluated the variation in CR referral and use across percutaneous coronary intervention (PCI) hospitals and operators. METHODS We performed a retrospective observational cohort study of all patients who underwent PCI at 48 nonfederal Michigan hospitals between January 1, 2012 and March 31, 2018 and who had their PCI clinical registry record linked to administrative claims data. The primary outcomes included in-hospital CR referral and CR participation, defined as at least one outpatient CR visit within 90 days of discharge. Bayesian hierarchical regression models were fit to evaluate the association between PCI hospital and operator with CR referral and use after adjusting for patient characteristics. RESULTS Among 54 217 patients who underwent PCI, 76.3% received an in-hospital referral for CR, and 27.1% attended CR within 90 days after discharge. There was significant hospital and operator level variation in in-hospital CR referral with median odds ratios of 3.88 (95% credible interval [CI], 3.06-5.42) and 1.64 (95% CI, 1.55-1.75), respectively, and in CR participation with median odds ratios of 1.83 (95% CI, 1.63-2.15) and 1.40 (95% CI, 1.35-1.47), respectively. In-hospital CR referral was significantly associated with an increased likelihood of CR participation (adjusted odds ratio, 1.75 [95% CI, 1.52-2.01]), and this association varied by treating PCI hospital (odds ratio range, 0.92-3.75) and operator (odds ratio range, 1.26-2.82). CONCLUSIONS In-hospital CR referral and 90-day CR use after PCI varied significantly by hospital and operator. The association of in-hospital CR referral with downstream CR use also varied across hospitals and less so across operators suggesting that specific hospitals and operators may more effectively translate CR referrals into downstream use. Understanding the factors that explain this variation will be critical to developing strategies to improve CR participation overall.
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Affiliation(s)
- Devraj Sukul
- Division of Cardiovascular Medicine, Department of Internal Medicine (D.S., M.S., H.S.G.), University of Michigan, Ann Arbor.,Institute for Healthcare Policy and Innovation (D.S., M.P.T., D.S.L.), University of Michigan, Ann Arbor.,Division of Cardiology, Department of Internal Medicine, VA Ann Arbor Healthcare System, MI (D.S.. H.S.G.)
| | - Milan Seth
- Division of Cardiovascular Medicine, Department of Internal Medicine (D.S., M.S., H.S.G.), University of Michigan, Ann Arbor
| | - Michael P Thompson
- Institute for Healthcare Policy and Innovation (D.S., M.P.T., D.S.L.), University of Michigan, Ann Arbor.,Michigan Value Collaborative (M.P.T., J.D.S., J.Y.), University of Michigan, Ann Arbor.,Department of Cardiac Surgery (M.P.T., D.S.L.), University of Michigan, Ann Arbor
| | - Steven J Keteyian
- Division of Cardiovascular Medicine, Henry Ford Hospital, Detroit, MI (S.J.K.)
| | - Thomas F Boyden
- Division of Cardiology, Spectrum Health, Grand Rapids, MI (T.F.B.)
| | - John D Syrjamaki
- Michigan Value Collaborative (M.P.T., J.D.S., J.Y.), University of Michigan, Ann Arbor
| | - Jessica Yaser
- Michigan Value Collaborative (M.P.T., J.D.S., J.Y.), University of Michigan, Ann Arbor
| | - Donald S Likosky
- Institute for Healthcare Policy and Innovation (D.S., M.P.T., D.S.L.), University of Michigan, Ann Arbor.,Department of Cardiac Surgery (M.P.T., D.S.L.), University of Michigan, Ann Arbor
| | - Hitinder S Gurm
- Division of Cardiovascular Medicine, Department of Internal Medicine (D.S., M.S., H.S.G.), University of Michigan, Ann Arbor.,Division of Cardiology, Department of Internal Medicine, VA Ann Arbor Healthcare System, MI (D.S.. H.S.G.)
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Thompson MP, Hou H, Brescia AA, Pagani FD, Sukul D, McCullough JS, Likosky DS. Center Variability in Medicare Claims-Based Publicly Reported Transcatheter Aortic Valve Replacement Outcome Measures. J Am Heart Assoc 2021; 10:e021629. [PMID: 34689581 PMCID: PMC8751838 DOI: 10.1161/jaha.121.021629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Public reporting of transcatheter aortic valve replacement (TAVR) claims–based outcome measures is used to identify high‐ and low‐performing centers. Whether claims‐based TAVR outcomes can reliably be used for center‐level comparisons is unknown. In this study, we sought to evaluate center variability in claims‐based TAVR outcomes used in public reporting. Methods and Results The study sample included 119 554 Medicare beneficiaries undergoing TAVR between January 2014 and October 2018 based on procedure codes in 100% Medicare inpatient claims. Multivariable hierarchical logistic regression was used to estimate center‐specific adjusted rates and reliability (R) of 30‐day mortality, discharge not to home/self‐care, 30‐day stroke, and 30‐day readmission. Reliability was defined as the ratio of between‐hospital variation to the sum of the between‐ and within‐hospital variation. The median (interquartile range [IQR]) center‐level adjusted outcome rates were 3.1% (2.9%–3.4%) for 30‐day mortality, 41.4% (31.3%–53.4%) for discharge not to home, 2.5% (2.3%–2.7%) for 30‐day stroke, and 14.9% (14.4%–15.5%) for 30‐day readmission. Median reliability was highest for the discharge not to home measure (R=0.95; IQR, 0.94–0.97), followed by the 30‐day stroke (R=0.92; IQR, 0.87–0.94), 30‐day mortality (R=0.86; IQR, 0.81–0.91), and 30‐day readmission measures (R=0.42; IQR, 0.35–0.51). Across outcomes, there was an inverse relationship between center volume and measure reliability. Conclusions Claims‐based TAVR outcome measures for mortality, discharge not to home, and stroke were reliable measures for center‐level comparisons, but readmission measures were unreliable. Stakeholders should consider these findings when evaluating claims‐based measures to compare center‐level TAVR performance.
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Affiliation(s)
- Michael P Thompson
- Department of Cardiac Surgery Michigan Medicine Ann Arbor MI.,Institute for Healthcare Policy and Innovation University of Michigan Ann Arbor MI
| | - Hechuan Hou
- Department of Cardiac Surgery Michigan Medicine Ann Arbor MI
| | - Alexander A Brescia
- Department of Cardiac Surgery Michigan Medicine Ann Arbor MI.,Institute for Healthcare Policy and Innovation University of Michigan Ann Arbor MI
| | - Francis D Pagani
- Department of Cardiac Surgery Michigan Medicine Ann Arbor MI.,Institute for Healthcare Policy and Innovation University of Michigan Ann Arbor MI
| | - Devraj Sukul
- Division of Cardiovascular Medicine Department of General Internal Medicine Michigan Medicine Ann Arbor MI
| | - Jeffrey S McCullough
- Department of Health Management and Policy School of Public Health University of Michigan Ann Arbor MI
| | - Donald S Likosky
- Department of Cardiac Surgery Michigan Medicine Ann Arbor MI.,Institute for Healthcare Policy and Innovation University of Michigan Ann Arbor MI
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30
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Brescia AA, Watt TMF, Pagani FD, Cascino TM, Zhang M, McCullough JS, Shore S, Likosky DS, Aaronson KD, Cantor RS, Deng L, Kirklin JK, Thompson MP. Generalizability of Trial Data to Real-World Practice: An Analysis of The Society of Thoracic Surgeons Intermacs Database. Ann Thorac Surg 2021; 114:1307-1317. [PMID: 34619136 DOI: 10.1016/j.athoracsur.2021.08.062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2021] [Revised: 07/18/2021] [Accepted: 08/30/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND While the current wide-scale adoption of the HeartMate 3 left ventricular assist device (LVAD) can be attributed to favorable clinical trial outcomes, restrictive clinical trial eligibility criteria may result in lack of generalizability to real-world populations. We assessed the generalizability of LVAD clinical trial outcomes and evaluated the prognostic value of specific inclusion/exclusion criteria. METHODS MOMENTUM 3 (Multicenter Study of MagLev Technology in Patients Undergoing Mechanical Circulatory Therapy with HeartMate 3) eligibility criteria were applied to patients identified in The Society of Thoracic Surgeons Interagency Registry for Mechanically Assisted Circulatory Support who underwent HeartMate 3 implantation [n=4610] between August 2017-March 2020. Patients were categorized as trial-eligible or trial-ineligible and by number of ineligibility criteria. The effect of trial eligibility on mortality was estimated using Cox models. RESULTS Indications for HeartMate 3 implant included destination therapy (n=2827, 61%), bridge-to-candidacy (n=969, 21%), and bridge-to-transplant (n=702, 15%). A total of 1941 (42%) recipients were trial-ineligible, with 1245 (27%) meeting 1 ineligibility criterion, 470 (10%) meeting 2, and 226 (5%) meeting ≥3. Estimated 1-year mortality for trial-ineligible recipients was higher than for trial-eligible recipients (17±1% vs. 10±1%, p<0.001). Compared with trial-eligible patients, 1-year mortality was incrementally higher for patients meeting 1 (15±1%), 2 (16±2%), and ≥3 (30±3%) ineligibility criteria. Thrombocytopenia and elevated creatinine, bilirubin, and international normalized ratio in trial-ineligible patients were independently associated with increased mortality. CONCLUSIONS Despite differences in mortality, both trial-eligible and trial-ineligible HeartMate 3 recipients had excellent outcomes in real-world practice, suggesting future trial eligibility criteria could be expanded.
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Affiliation(s)
- Alexander A Brescia
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI.
| | - Tessa M F Watt
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Francis D Pagani
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Thomas M Cascino
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI; Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Min Zhang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Jeffrey S McCullough
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Supriya Shore
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Keith D Aaronson
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI
| | - Ryan S Cantor
- Kirklin Institute for Research in Surgical Outcomes, The University of Alabama at Birmingham, Birmingham, AL
| | - Luqin Deng
- Kirklin Institute for Research in Surgical Outcomes, The University of Alabama at Birmingham, Birmingham, AL
| | - James K Kirklin
- Kirklin Institute for Research in Surgical Outcomes, The University of Alabama at Birmingham, Birmingham, AL
| | - Michael P Thompson
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
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Cascino TM, Stehlik J, Cherikh WS, Cheng Y, Watt TMF, Brescia AA, Thompson MP, McCullough JS, Zhang M, Shore S, Golbus JR, Pagani FD, Likosky DS, Aaronson KD. A challenge to equity in transplantation: Increased center-level variation in short-term mechanical circulatory support use in the context of the updated U.S. heart transplant allocation policy. J Heart Lung Transplant 2021; 41:95-103. [PMID: 34666942 DOI: 10.1016/j.healun.2021.09.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Revised: 08/31/2021] [Accepted: 09/06/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND The United States National Organ Procurement Transplant Network (OPTN) implemented changes to the adult heart allocation system to reduce waitlist mortality by improving access for those at greater risk of pre-transplant death, including patients on short-term mechanical circulatory support (sMCS). While sMCS increased, it is unknown whether the increase occurred equitably across centers. METHODS The OPTN database was used to assess changes in use of sMCS at time of transplant in the 12 months before (pre-change) and after (post-change) implementation of the allocation system in October 2018 among 5,477 heart transplant recipients. An interrupted time series analysis comparing use of bridging therapies pre- and post-change was performed. Variability in the proportion of sMCS use at the center level pre- and post-change was determined. RESULTS In the month pre-change, 9.7% of patients were transplanted with sMCS. There was an immediate increase in sMCS transplant the following month to 32.4% - an absolute and relative increase of 22.7% and 312% (p < 0.001). While sMCS use was stable pre-change (monthly change 0.0%, 95% CI [-0.1%,0.1%]), there was a continuous 1.2%/month increase post-change ([0.6%,1.8%], p < 0.001). Center-level variation in sMCS use increased substantially after implementation, from a median (interquartile range) of 3.85% (10%) pre-change to 35.7% (30.6%) post-change (p < 0.001). CONCLUSIONS Use of sMCS at time of transplant increased immediately and continued to expand following heart allocation policy changes. Center-level variation in use of sMCS at the time of transplant increased compared to pre-change, which may have negatively impacted equitable access to heart transplantation.
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Affiliation(s)
- Thomas M Cascino
- Division of Cardiovascular Medicine, University of Michigan Medical School, Ann Arbor, Michigan.
| | - Josef Stehlik
- Division of Cardiovascular Medicine, University of Utah, Salt Lake City, Utah
| | | | - Yulin Cheng
- United Network for Organ Sharing, Richmond, Virginia
| | - Tessa M F Watt
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Alexander A Brescia
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Jeffrey S McCullough
- Department of Health Management and Policy and Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Min Zhang
- Department of Health Management and Policy and Biostatistics, School of Public Health, University of Michigan, Ann Arbor, Michigan
| | - Supriya Shore
- Division of Cardiovascular Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Jessica R Golbus
- Division of Cardiovascular Medicine, University of Michigan Medical School, Ann Arbor, Michigan
| | - Francis D Pagani
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor, Michigan
| | - Keith D Aaronson
- Division of Cardiovascular Medicine, University of Michigan Medical School, Ann Arbor, Michigan
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Fliegner MA, Sukul D, Thompson MP, Shah NJ, Soroushmehr R, McCullough JS, Likosky DS. Evaluating treatment-specific post-discharge quality-of-life and cost-effectiveness of TAVR and SAVR: Current practice & future directions. Int J Cardiol Heart Vasc 2021; 36:100864. [PMID: 34522766 PMCID: PMC8427226 DOI: 10.1016/j.ijcha.2021.100864] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2021] [Accepted: 08/23/2021] [Indexed: 11/06/2022]
Abstract
Post-TAVR HRQOL shows more rapid short-term improvement than SAVR within trials. Higher TAVR use requires better real-world TAVR/SAVR cost-effectiveness comparisons. Wearable devices should be used in real-world settings to compare TAVR/SAVR HRQOL.
Background Aortic stenosis is a prevalent valvular heart disease that is treated primarily by surgical aortic valve replacement (SAVR) or transcatheter aortic valve replacement (TAVR), which are common treatments for addressing symptoms secondary to valvular heart disease. This narrative review article focuses on the existing literature comparing recovery and cost-effectiveness for SAVR and TAVR. Methods Major databases were searched for relevant literature discussing HRQOL and cost-effectiveness of TAVR and SAVR. We also searched for studies analyzing the use of wearable devices to monitor post-discharge recovery patterns. Results The literature focusing on quality-of-life following TAVR and SAVR has been limited primarily to single-center observational studies and randomized controlled trials. Studies focused on TAVR report consistent and rapid improvement relative to baseline status. Common HRQOL instruments (SF-36, EQ-5D, KCCQ, MLHFQ) have been used to document that TF-TAVR is advantageous over SAVR at 1-month follow-up, with the benefits leveling off following 1 year. TF-TAVR is economically favorable relative to SAVR, with estimated incremental cost-effectiveness ratio values ranging from $50,000 to $63,000/QALY gained. TA-TAVR has not been reported to be advantageous from an HRQOL or cost-effectiveness perspective. Conclusions While real-world experiences are less described, large-scale trials have advanced our understanding of recovery and cost-effectiveness of aortic valve replacement treatment strategies. Future work should focus on scalable wearable device technology, such as smartwatches and heart-rate monitors, to facilitate real-world evaluation of TAVR and SAVR to support clinical decision-making and outcomes ascertainment.
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Affiliation(s)
- Maximilian A Fliegner
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Devraj Sukul
- Division of Cardiovascular Medicine, Department of General Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Michael P Thompson
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Nirav J Shah
- Department of Anesthesiology, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Reza Soroushmehr
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States
| | - Jeffrey S McCullough
- Department of Health Management and Policy, School of Public Health, University of Michigan., Ann Arbor, MI, United States
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor, MI, United States
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Thompson MP, Yaser JM, Fliegner MA, Syrjamaki JD, Nathan H, Sukul D, Theurer PF, Clark MJ, Likosky DS, Prager RL. High Socioeconomic Deprivation and Coronary Artery Bypass Grafting Outcomes: Insights from Michigan. Ann Thorac Surg 2021; 113:1962-1970. [PMID: 34390700 DOI: 10.1016/j.athoracsur.2021.07.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Revised: 06/30/2021] [Accepted: 07/01/2021] [Indexed: 11/24/2022]
Abstract
BACKGROUND Cardiovascular outcomes are worse among individuals from areas with limited socioeconomic resources. This study evaluated the relationship between high socioeconomic deprivation and isolated coronary artery bypass grafting (CABG) outcomes. METHODS We linked statewide Society of Thoracic Surgeons Adult Cardiac Surgery Database data to Medicare fee-for-service records for 10,423 Michigan residents undergoing isolated CABG between 01/2012-12/2018. High socioeconomic deprivation was defined as residing in the highest decile of zip code-level area deprivation index (ADI). Multivariable logistic regression estimated the relationship between top ADI decile and major morbidity, in-hospital mortality, and operative mortality. Survival analyses evaluated long-term survival comparing patients in the top versus not in the top ADI decile. RESULTS A total of 1,036 patients were in the top decile of ADI (ADI>82.4), and were more likely to be female, black, and have a higher predicted risk of mortality. Patients in the top ADI decile had significantly higher rates of major morbidity (17.4% versus 11.4%, adjusted odds ratio =1.26, 95% CI: 1.04-1.54, p=0.021) and in-hospital mortality (3.2% versus 1.3%, adjusted odds ratio=1.84, 95% CI: 1.18-2.86, p=0.007), but not operative mortality. The adjusted hazard of mortality was 16% higher for patients residing in the top ADI decile (95% CI: 1.01-1.33, p=0.032). CONCLUSIONS Isolated CABG patients residing in the highest areas of socioeconomic deprivation differed with respect to demographic and clinical characteristics, and experienced worse short and long-term outcomes compared with those not in the top ADI decile.
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Affiliation(s)
- Michael P Thompson
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA;; Michigan Value Collaborative, Ann Arbor, MI, USA.
| | | | | | | | - Hari Nathan
- Michigan Value Collaborative, Ann Arbor, MI, USA; Department of Surgery, Michigan Medicine, Ann Arbor, MI, USA
| | - Devraj Sukul
- Division of Cardiovascular Medicine, Michigan Medicine, Ann Arbor, MI, USA
| | - Patricia F Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Melissa J Clark
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA;; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
| | - Richard L Prager
- Department of Cardiac Surgery, Michigan Medicine, Ann Arbor, MI, USA;; Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI, USA
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Thompson MP, Yaser JM, Hou H, Syrjamaki JD, DeLucia A, Likosky DS, Keteyian SJ, Prager RL, Gurm HS, Sukul D. Determinants of Hospital Variation in Cardiac Rehabilitation Enrollment During Coronary Artery Disease Episodes of Care. Circ Cardiovasc Qual Outcomes 2021; 14:e007144. [PMID: 33541107 DOI: 10.1161/circoutcomes.120.007144] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BACKGROUND Cardiac rehabilitation (CR) is associated with improved outcomes for patients with coronary artery disease (CAD). However, CR enrollment remains low and there is a dearth of real-world data on hospital-level variation in CR enrollment. We sought to explore determinants of hospital variability in CR enrollment during CAD episodes of care: medical management of acute myocardial infarction (AMI-MM), percutaneous coronary intervention (PCI), and coronary artery bypass grafting (CABG). METHODS A cohort of 71 703 CAD episodes of care were identified from 33 hospitals in the Michigan Value Collaborative statewide multipayer registry (2015 to 2018). CR enrollment was defined using professional and facility claims and compared across treatment strategies: AMI-MM (n=18 678), PCI (n=41 986), and CABG (n=11 039). Hierarchical logistic regression was used to estimate effects of predictors and hospital risk-adjusted rates of CR enrollment. RESULTS Overall, 20 613 (28.8%) patients enrolled in CR, with significant differences by treatment strategy: AMI-MM=13.4%, PCI=29.0%, CABG=53.8% (P<0.001). There were significant differences in CR enrollment across age groups, comorbidity status, and payer status. At the hospital-level, there was over 5-fold variation in hospital risk-adjusted CR enrollment rates (9.8%-51.6%). Hospital-level CR enrollment rates were highly correlated across treatment strategy, with the strongest correlation between AMI-MM versus PCI (R2=0.72), followed by PCI versus CABG (R2=0.51) and AMI-MM versus CABG (R2=0.46, all P<0.001). CONCLUSIONS Substantial variation exists in CR enrollment during CAD episodes of care across hospitals. However, within-hospital CR enrollment rates were significantly correlated across all treatment strategies. These findings suggest that CR enrollment during CAD episodes of care is the product of hospital-specific rather than treatment-specific practice patterns.
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Affiliation(s)
- Michael P Thompson
- Department of Cardiac Surgery (M.P.T., H.H., D.S.L., R.L.P.), Michigan Medicine, Ann Arbor MI.,Michigan Value Collaborative, University of Michigan, Ann Arbor (M.P.T., J.M.Y., J.D.S.)
| | - Jessica M Yaser
- Michigan Value Collaborative, University of Michigan, Ann Arbor (M.P.T., J.M.Y., J.D.S.)
| | - Hechuan Hou
- Department of Cardiac Surgery (M.P.T., H.H., D.S.L., R.L.P.), Michigan Medicine, Ann Arbor MI
| | - John D Syrjamaki
- Michigan Value Collaborative, University of Michigan, Ann Arbor (M.P.T., J.M.Y., J.D.S.)
| | - Alphonse DeLucia
- Department of Cardiac Surgery, Bronson Methodist Hospital, Kalamazoo, MI (A.D.)
| | - Donald S Likosky
- Department of Cardiac Surgery (M.P.T., H.H., D.S.L., R.L.P.), Michigan Medicine, Ann Arbor MI.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI (D.S.L., R.L.P.)
| | - Steven J Keteyian
- Division of Cardiovascular Medicine, Henry Ford Health System, Detroit, MI (S.J.K.)
| | - Richard L Prager
- Department of Cardiac Surgery (M.P.T., H.H., D.S.L., R.L.P.), Michigan Medicine, Ann Arbor MI.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor, MI (D.S.L., R.L.P.)
| | - Hitinder S Gurm
- Division of Cardiovascular Medicine, Department of Internal Medicine (H.S.G., D.S.), Michigan Medicine, Ann Arbor MI.,Blue Cross Blue Shield of Michigan Cardiovascular Consortium, (BMC2), Ann Arbor, MI (H.S.G., D.S.)
| | - Devraj Sukul
- Division of Cardiovascular Medicine, Department of Internal Medicine (H.S.G., D.S.), Michigan Medicine, Ann Arbor MI.,Blue Cross Blue Shield of Michigan Cardiovascular Consortium, (BMC2), Ann Arbor, MI (H.S.G., D.S.)
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35
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Brescia AA, Watt TMF, Pagani FD, Cascino TM, Zhang M, McCullough JS, Shore S, Likosky DS, Aaronson KD, Thompson MP. Assessment of Mortality Among Durable Left Ventricular Assist Device Recipients Ineligible for Clinical Trials. JAMA Netw Open 2021; 4:e2032865. [PMID: 33416886 PMCID: PMC7794668 DOI: 10.1001/jamanetworkopen.2020.32865] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Accepted: 11/12/2020] [Indexed: 01/24/2023] Open
Abstract
Importance While wide-scale adoption of durable left ventricular assist devices (LVADs) can be attributed to favorable randomized clinical trial outcomes, restrictive selection criteria may be associated with a lack of generalizability to real-world experience. Objective To estimate the proportion of LVAD recipients who are eligible for clinical trials and to assess whether an association exists between trial eligibility and mortality. Design, Setting, and Participants This cohort study examined 14 679 patients undergoing primary, intracorporeal continuous-flow LVAD implantation (with or without a right ventricular assist device) in 181 North American centers from January 1, 2012, to June 30, 2017, identified in the Interagency Registry for Mechanically Assisted Circulatory Support (INTERMACS). To simulate a trial population, trial criteria from the Multicenter Study of MagLev Technology in Patients Undergoing Mechanical Circulatory Therapy With HeartMate 3 (MOMENTUM 3) were mapped to INTERMACS variables. Patients were categorized as eligible for trial inclusion or ineligible for trial inclusion and by number of ineligibility criteria met. Follow-up in INTERMACS was complete for all patients through October 31, 2017. Data were analyzed from July 2019 through November 2020. Exposures Undergoing durable LVAD implantation. Main Outcomes and Measures Trial eligibility and postimplant mortality were analyzed using Kaplan-Meier estimates and Cox proportional hazards models. Results Among 14 679 recipients, mean (SD) age was 57 (13) years, 11 503 individuals (78.4%) were men, and 11 406 individuals (77.7%) presented with New York Heart Association class IV heart failure. A total of 6429 recipients (43.8%) were ineligible for trial inclusion, of whom 4226 individuals (65.7%) met 1 ineligibility criterion, 1442 individuals (22.4%) met 2 criteria, and 761 individuals (11.8%) met 3 or more criteria. Estimated mortality for recipients who were trial-ineligible was higher than for recipients who were trial-eligible (1-year mortality: 25.3% [95% CI, 24.2%-26.5%] vs 16.2% [95% CI, 15.4%-17.1%]; 3-year mortality: 42.8% [95% CI, 41.3%-44.4%] vs 36.4% [95% CI, 35.0%-37.8%]; log-rank P < .001 for both). Patients who were trial-ineligible had increased risk of mortality compared with patients who were trial-eligible if they met 1 trial ineligibility criterion (hazard ratio [HR], 1.16 [95% CI, 1.08-1.24]; P < .001), 2 trial ineligibility criteria (HR, 1.51 [95% CI, 1.36-1.67]; P < .001), or 3 or more trial ineligibility criteria (HR, 2.09 [95% CI, 1.84-2.39]; P < .001). Among patients meeting only 1 ineligibility criterion, 4 criteria were independently associated with mortality: prior or ongoing mechanical circulatory support (HR, 1.63 [95% CI, 1.23-2.16]; P = .001), elevated creatinine level (HR, 1.42 [95% CI, 1.17-1.72]; P < .001), elevated bilirubin level (HR, 1.39 [95% CI, 1.17-1.66]; P < .001), and low albumin or prealbumin level (HR, 1.18 [95% CI, 1.05-1.33]; P = .007). Conclusions and Relevance These findings suggest that while treatment for patients who are ineligible for LVAD trial inclusion should be weighed against medical management, more consideration could be given to designing trials with eligibility criteria that reflect real-world experience.
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Affiliation(s)
- Alexander A. Brescia
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Tessa M. F. Watt
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Francis D. Pagani
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Thomas M. Cascino
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor
| | - Min Zhang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor
| | - Jeffrey S. McCullough
- Department of Health Management and Policy, School of Public Health, University of Michigan, Ann Arbor
| | - Supriya Shore
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor
| | - Donald S. Likosky
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Keith D. Aaronson
- Division of Cardiovascular Medicine, Department of Internal Medicine, Michigan Medicine, University of Michigan, Ann Arbor
| | - Michael P. Thompson
- Department of Cardiac Surgery, Michigan Medicine, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
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Brescia AA, Vu JV, He C, Li J, Harrington SD, Thompson MP, Norton EC, Regenbogen SE, Syrjamaki JD, Prager RL, Likosky DS. Determinants of Value in Coronary Artery Bypass Grafting. Circ Cardiovasc Qual Outcomes 2020; 13:e006374. [PMID: 33176461 DOI: 10.1161/circoutcomes.119.006374] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background Over 180 000 coronary artery bypass grafting (CABG) procedures are performed annually, accounting for $7 to $10 billion in episode expenditures. Assessing tradeoffs between spending and quality contributing to value during 90-day episodes has not been conducted but is essential for success in bundled reimbursement models. We, therefore, identified determinants of variability in hospital 90-day episode value for CABG. Methods Medicare and private payor admissions for isolated CABG from 2014 to 2016 were retrospectively linked to clinical registry data for 33 nonfederal hospitals in Michigan. Hospital composite risk-adjusted complication rates (≥1 National Quality Forum-endorsed, Society of Thoracic Surgeons measure: deep sternal wound infection, renal failure, prolonged ventilation >24 hours, stroke, re-exploration, and operative mortality) and 90-day risk-adjusted, price-standardized episode payments were used to categorize hospitals by value by defining the intersection between complications and spending. Results Among 2573 total patients, those at low- versus high-value hospitals had a higher percentage of prolonged length of stay >14 days (9.3% versus 2.4%, P=0.006), prolonged ventilation (17.6% versus 4.8%, P<0.001), and operative mortality (4.8% versus 0.6%, P=0.001). Mean total episode payments were $51 509 at low-compared with $45 526 at high-value hospitals (P<0.001), driven by higher readmission ($3675 versus $2177, P=0.005), professional ($7462 versus $6090, P<0.001), postacute care ($7315 versus $5947, P=0.031), and index hospitalization payments ($33 474 versus $30 800, P<0.001). Among patients not experiencing a complication or 30-day readmission (1923/2573, 74.7%), low-value hospitals had higher inpatient evaluation and management payments ($1405 versus $752, P<0.001) and higher utilization of inpatient rehabilitation (7% versus 2%, P<0.001), but lower utilization of home health (66% versus 73%, P=0.016) and emergency department services (13% versus 17%, P=0.034). Conclusions To succeed in emerging bundled reimbursement programs for CABG, hospitals and physicians should identify strategies to minimize complications while optimizing inpatient evaluation and management spending and use of inpatient rehabilitation, home health, and emergency department services.
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Affiliation(s)
- Alexander A Brescia
- Department of Cardiac Surgery, Michigan Medicine (A.A.B., M.P.T., R.L.P., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Center for Healthcare Outcomes and Policy (A.A.B., M.P.T., E.C.N., S.E.R., D.S.L.), School of Public Health, University of Michigan, Ann Arbor
| | - Joceline V Vu
- Department of Surgery (J.V.V., S.E.R., J.D.S.), School of Public Health, University of Michigan, Ann Arbor
| | - Chang He
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (C.H., M.P.T., R.L.P., D.S.L.)
| | - Jun Li
- Department of Epidemiology (J.L.), School of Public Health, University of Michigan, Ann Arbor
| | | | - Michael P Thompson
- Department of Cardiac Surgery, Michigan Medicine (A.A.B., M.P.T., R.L.P., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Center for Healthcare Outcomes and Policy (A.A.B., M.P.T., E.C.N., S.E.R., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (C.H., M.P.T., R.L.P., D.S.L.).,Henry Ford Macomb Hospital, Clinton Township, MI (S.D.H.). Michigan Value Collaborative, Ann Arbor (M.P.T., E.C.N., S.E.R., J.D.S.)
| | - Edward C Norton
- Center for Healthcare Outcomes and Policy (A.A.B., M.P.T., E.C.N., S.E.R., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Department of Economics (E.C.N.), School of Public Health, University of Michigan, Ann Arbor.,Department of Health Management and Policy (E.C.N.), School of Public Health, University of Michigan, Ann Arbor.,Henry Ford Macomb Hospital, Clinton Township, MI (S.D.H.). Michigan Value Collaborative, Ann Arbor (M.P.T., E.C.N., S.E.R., J.D.S.)
| | - Scott E Regenbogen
- Center for Healthcare Outcomes and Policy (A.A.B., M.P.T., E.C.N., S.E.R., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Department of Surgery (J.V.V., S.E.R., J.D.S.), School of Public Health, University of Michigan, Ann Arbor.,Henry Ford Macomb Hospital, Clinton Township, MI (S.D.H.). Michigan Value Collaborative, Ann Arbor (M.P.T., E.C.N., S.E.R., J.D.S.)
| | - John D Syrjamaki
- Department of Surgery (J.V.V., S.E.R., J.D.S.), School of Public Health, University of Michigan, Ann Arbor.,Henry Ford Macomb Hospital, Clinton Township, MI (S.D.H.). Michigan Value Collaborative, Ann Arbor (M.P.T., E.C.N., S.E.R., J.D.S.)
| | - Richard L Prager
- Department of Cardiac Surgery, Michigan Medicine (A.A.B., M.P.T., R.L.P., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (C.H., M.P.T., R.L.P., D.S.L.)
| | - Donald S Likosky
- Department of Cardiac Surgery, Michigan Medicine (A.A.B., M.P.T., R.L.P., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Center for Healthcare Outcomes and Policy (A.A.B., M.P.T., E.C.N., S.E.R., D.S.L.), School of Public Health, University of Michigan, Ann Arbor.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (C.H., M.P.T., R.L.P., D.S.L.)
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Thompson MP, Yost ML, Syrjamaki JD, Norton EC, Nathan H, Theurer P, Prager RL, Pagani FD, Likosky DS. Sources of Hospital Variation in Postacute Care Spending After Cardiac Surgery. Circ Cardiovasc Qual Outcomes 2020; 13:e006449. [PMID: 33176467 DOI: 10.1161/circoutcomes.119.006449] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Postacute care is a major driver of cardiac surgical episode spending, but the sources of variation in spending have not been explored. The objective of this study was to identify sources of variation in postacute care spending within 90-days of discharge following coronary artery bypass grafting (CABG) and aortic valve replacement (AVR) and the relationship between postacute care spending and other postdischarge utilization. METHODS AND RESULTS A retrospective analysis was conducted of public and private administrative claims for Michigan residents insured by Medicare fee-for-service and Blue Cross Blue Shield of Michigan/Blue Care Network commercial and Medicare Advantage plans undergoing CABG (n=11 208) or AVR (n=6122) in 33 nonfederal acute care Michigan hospitals between January 1, 2015 and December 31, 2018. Postacute care use was present in 9662 (86.2%) CABG episodes and 4242 (69.3%) AVR episodes, with respective mean (SD) 90-day spending of $4398±$6124 and $3465±$5759. Across hospitals, mean postacute care spending ranged from $3280 to $8186 for CABG and $2246 to $7710 for AVR. Inpatient rehabilitation and skilled nursing facility care accounted for over 80% of the variation spending between low and high postacute care spending hospitals. At the hospital-level, postacute care spending was modestly correlated across procedures and payers. Spending associated with readmissions, emergency department visits, and outpatient facility care was significantly different between low and high postacute care spending hospitals in CABG and AVR episodes. CONCLUSIONS There was wide hospital variation in postacute care spending after cardiac surgery, which was primarily driven by differential use and intensity in facility-based postacute care. Optimizing facility-based postacute care after cardiac surgery offers unique opportunities to reduce potentially unwarranted care variation.
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Affiliation(s)
- Michael P Thompson
- Michigan Value Collaborative (M.P.T., M.L.Y., J.D.S., E.C.N.), University of Michigan, Ann Arbor.,Department of Cardiac Surgery (M.P.T., R.L.P., F.D.P., D.S.L.), University of Michigan Medical School, Ann Arbor
| | - Monica L Yost
- Michigan Value Collaborative (M.P.T., M.L.Y., J.D.S., E.C.N.), University of Michigan, Ann Arbor
| | - John D Syrjamaki
- Michigan Value Collaborative (M.P.T., M.L.Y., J.D.S., E.C.N.), University of Michigan, Ann Arbor
| | - Edward C Norton
- Michigan Value Collaborative (M.P.T., M.L.Y., J.D.S., E.C.N.), University of Michigan, Ann Arbor.,Department of Health Management and Policy, School of Public Health (E.C.N.), University of Michigan, Ann Arbor
| | - Hari Nathan
- Department of Surgery (H.N.), University of Michigan Medical School, Ann Arbor
| | - Patricia Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (P.T., R.L.P., D.S.L.)
| | - Richard L Prager
- Department of Cardiac Surgery (M.P.T., R.L.P., F.D.P., D.S.L.), University of Michigan Medical School, Ann Arbor.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (P.T., R.L.P., D.S.L.)
| | - Francis D Pagani
- Department of Cardiac Surgery (M.P.T., R.L.P., F.D.P., D.S.L.), University of Michigan Medical School, Ann Arbor
| | - Donald S Likosky
- Department of Cardiac Surgery (M.P.T., R.L.P., F.D.P., D.S.L.), University of Michigan Medical School, Ann Arbor.,Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative, Ann Arbor (P.T., R.L.P., D.S.L.)
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Strobel RJ, Harrington SD, Hill C, Thompson MP, Cabrera L, Theurer P, Wilton P, Gandhi DB, DeLucia A, Paone G, Wu X, Zhang M, Krein SL, Prager RL, Likosky DS. Evaluating the Impact of Pneumonia Prevention Recommendations After Cardiac Surgery. Ann Thorac Surg 2020; 110:903-910. [PMID: 32035918 PMCID: PMC7646315 DOI: 10.1016/j.athoracsur.2019.12.053] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 10/16/2019] [Accepted: 12/19/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Pneumonia is the most prevalent healthcare-associated infection after coronary artery bypass grafting (CABG), but the relative effectiveness of strategies to reduce its incidence remains unclear. We evaluated the relationship between healthcare-associated infection recommendations and risk of pneumonia after CABG. METHODS Pneumonia prevention practice recommendations were developed based on literature review and analysis of semistructured interviews with key health care personnel across centers with low (<5.9%), medium (5.9%-6.1%), and high (>6.1%) rates of pneumonia. These practices were implemented among 2482 patients undergoing CABG from 2016 to 2017 across 18 centers. The independent effect of each practice in reducing pneumonia was assessed using multivariable logistic regression, adjusting for baseline risk and center. A composite (bundle) score was calculated as the number of practices (0 to 4) each patient received. RESULTS Recommended pneumonia prevention practices included lung protective ventilation management, early extubation, progressive ambulation, and avoidance of postoperative bronchodilator therapy. Pneumonia occurred in 2.4% of patients. Lung protective ventilation (adjusted odds ratio [ORadj], 0.45; 95% confidence interval [CI], 0.22-0.92), ambulation (ORadj, 0.08; 95% CI, 0.04-0.17), and postoperative ventilation of less than 6 hours (ORadj, 0.47; 95% CI, 0.26-0.87) were significantly associated with lower odds of pneumonia. Postoperative bronchodilator therapy (ORadj, 4.83; 95% CI, 2.20-10.7) was significantly associated with higher odds. Risk-adjusted rates of pneumonia, operative mortality, and intensive care unit length of stay were lower in patients with higher bundle scores (all P-trend < .01). CONCLUSIONS These pneumonia prevention recommendations may serve as effective targets for avoiding postoperative healthcare-associated infections.
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Affiliation(s)
| | - Steven D Harrington
- Department of Cardiac Surgery, Henry Ford Macomb Hospital, Clinton Township, Michigan
| | - Chris Hill
- University of Michigan, Ann Arbor, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Lourdes Cabrera
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Patricia Theurer
- Michigan Society of Thoracic and Cardiovascular Surgeons Quality Collaborative
| | - Penny Wilton
- Fred Meijer Heart & Vascular Institute, Spectrum Health, Grand Rapids, Michigan
| | - Divyakant B Gandhi
- McLaren Greater Lansing Cardiothoracic and Vascular Surgeons, Lansing, Michigan
| | - Alphonse DeLucia
- Department of Cardiac Surgery, Bronson Methodist Hospital, Kalamazoo, Michigan
| | - Gaetano Paone
- Division of Cardiac Surgery, Henry Ford Hospital, Detroit, Michigan
| | - Xiaoting Wu
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Min Zhang
- Department of Biostatistics, University of Michigan, Ann Arbor, Michigan
| | - Sarah L Krein
- Veterans Affairs Ann Arbor Healthcare System and Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan
| | - Richard L Prager
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan.
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Thompson MP, Brescia AA, Hou H, Pagani FD, Sukul D, Dimick JB, Likosky DS. Access to Transcatheter Aortic Valve Replacement Under New Medicare Surgical Volume Requirements. JAMA Cardiol 2020; 5:729-732. [PMID: 32236500 PMCID: PMC7113828 DOI: 10.1001/jamacardio.2020.0443] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 01/30/2020] [Indexed: 11/14/2022]
Affiliation(s)
- Michael P. Thompson
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Alexander A. Brescia
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Hechuan Hou
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
| | - Francis D. Pagani
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Devraj Sukul
- Division of Cardiovascular Medicine, Department of General Internal Medicine, University of Michigan Medical School, Ann Arbor
| | - Justin B. Dimick
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Donald S. Likosky
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
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Fitzgerald DC, Simpson AN, Baker RA, Wu X, Zhang M, Thompson MP, Paone G, Delucia A, Likosky DS. Determinants of hospital variability in perioperative red blood cell transfusions during coronary artery bypass graft surgery. J Thorac Cardiovasc Surg 2020; 163:1015-1024.e1. [PMID: 32631660 DOI: 10.1016/j.jtcvs.2020.04.141] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 04/16/2020] [Accepted: 04/17/2020] [Indexed: 01/13/2023]
Abstract
OBJECTIVE To identify to what extent distinguishing patient and procedural characteristics can explain center-level transfusion variation during coronary artery bypass grafting surgery. METHODS Observational cohort study using the Perfusion Measures and Outcomes Registry from 43 adult cardiac surgical programs from July 1, 2011, to July 1, 2017. Iterative multilevel logistic regression models were constructed using patient demographic characteristics, preoperative risk factors, and intraoperative conservation strategies to progressively explain center-level transfusion variation. RESULTS Of the 22,272 adult patients undergoing isolated coronary artery bypass surgery using cardiopulmonary bypass, 7241 (32.5%) received at least 1 U allogeneic red blood cells (range, 10.9%-59.9%). When compared with patients who were not transfused, patients who received at least 1 U red blood cells were older (68 vs 64 years; P < .001), were women (41.5% vs 15.9%; P < .001), and had a lower body surface area (1.93 m2 vs 2.07 m2; P < .001), respectively. Among the models explaining center-level transfusion variability, the intraclass correlation coefficients were 0.07 for model 1 (random intercepts), 0.12 for model 2 (patient factors), 0.14 for model 3 (intraoperative factors), and 0.11 for model 4 (combined). The coefficient of variation for center-level transfusion rates were 0.31, 0.29, 0.40, and 0.30 for models 1 through 4, respectively. The majority of center-level variation could not be explained through models containing both patient and intraoperative factors. CONCLUSIONS The results suggest that variation in center-level red blood cells transfusion cannot be explained by patient and procedural factors alone. Investigating organizational culture and programmatic infrastructure may be necessary to better understand variation in transfusion practices.
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Affiliation(s)
- David C Fitzgerald
- College of Health Professions, Medical University of South Carolina, Charleston, SC.
| | - Annie N Simpson
- College of Health Professions, Medical University of South Carolina, Charleston, SC
| | - Robert A Baker
- Cardiac Surgery Perfusion Services and Quality and Outcomes Unit, Flinders Medical Centre and Flinders University, Adelaide, Australia
| | - Xiaoting Wu
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
| | - Min Zhang
- Department of Biostatistics, University of Michigan, Ann Arbor, Mich
| | | | - Gaetano Paone
- Division of Cardiac Surgery, Henry Ford Hospital, Detroit, Mich
| | - Alphonse Delucia
- Department of Cardiac Surgery, Bronson Methodist Hospital, Kalamazoo, Mich
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Mich
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Strobel RJ, Likosky DS, Brescia AA, Kim KM, Wu X, Patel HJ, Deeb GM, Thompson MP. The Effect of Hospital Market Competition on the Adoption of Transcatheter Aortic Valve Replacement. Ann Thorac Surg 2020; 109:473-479. [PMID: 31394089 PMCID: PMC7414787 DOI: 10.1016/j.athoracsur.2019.06.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 05/14/2019] [Accepted: 06/04/2019] [Indexed: 10/26/2022]
Abstract
BACKGROUND The use of transcatheter aortic valve replacement (TAVR) has grown rapidly. The purpose of this study was to assess whether hospital market competition was associated with the use of TAVR. METHODS We used 5 Healthcare Cost and Utilization Project state inpatient databases (Arizona, Florida, Iowa, Massachusetts, Washington) to identify patients undergoing TAVR (n = 5563) or surgical aortic valve replacement (n = 30,672) across 154 hospitals from 2011 to 2014. Using the Herfindahl-Hirschman Index (HHI) to calculate market competition, hospitals were categorized into commonly used categories of low (HHI >0.25), moderate (HHI 0.15-0.25), and high (HHI <0.15) competition. We associated market competition category with TAVR utilization using hierarchical logistic regression, adjusting for patient characteristics, hospital characteristics, year, and hospital random effect. We modeled associations between HHI category and in-hospital mortality, admission length of stay, and discharge to home as secondary outcomes. RESULTS After adjustment, patients treated at high-competition hospitals had higher odds of receiving TAVR, relative to patients at low-competition hospitals (adjusted odds ratio [ORadj], 5.31; 95% confidence interval [CI], 2.10-13.4). TAVR use increased each year (ORadj, 1.73; 95% CI, 1.38-2.17) but was similar across HHI categories. Competition was not associated with in-hospital mortality or length of stay. Patients at high-competition hospitals were more likely to be discharged home (ORadj, 2.39; 95% CI, 1.23-4.66) compared with patients at low-competition hospitals. CONCLUSIONS Market competition was positively associated with a hospital's adoption of TAVR. Future studies should further examine the impact of competition on quality and appropriateness.
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Affiliation(s)
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | | | - Karen M Kim
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Xiaoting Wu
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Himanshu J Patel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - G Michael Deeb
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan.
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Modi PK, Sukul DA, Oerline M, Thompson MP, Nallamothu BK, Ellimoottil C, Shahinian VB, Hollenbeck BK. Episode Payments for Transcatheter and Surgical Aortic Valve Replacement. Circ Cardiovasc Qual Outcomes 2019; 12:e005781. [PMID: 31830824 DOI: 10.1161/circoutcomes.119.005781] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Aortic stenosis is the most common valvular heart disease in the United States. Transcatheter aortic valve replacement (TAVR) is increasingly being adopted as an alternative to surgical aortic valve replacement (SAVR). In an era of value-based payment reform, our objective was to better understand the economic impact of the use of TAVR and SAVR in the United States. METHODS AND RESULTS We performed a retrospective cohort study of Medicare beneficiaries who underwent TAVR or SAVR between 2012 and 2015. Using claims from a 20% sample of national fee-for-service Medicare beneficiaries, we calculated episode payments for patients who underwent aortic valve replacement from 90 days before aortic valve replacement through 90 days after hospital discharge. Among 18 804 eligible patients, 6455 underwent TAVR (34.3%), and 12 349 underwent SAVR (65.7%). After adjustment for patient characteristics, episode payments for TAVR were ≈7% lower than for SAVR (TAVR, $55 545 [95% CI, $54 643-56 446] versus $59 467 [95% CI, $58 723-60 211]; P<0.001). Patients with TAVR had higher preprocedural payments, but lower payments during and after the index hospitalization for the procedure. Episode payments increased with increasing comorbidity score for patients undergoing TAVR or SAVR (rate ratio, 1.16 [95% CI, 1.15-1.17]; P<0.001); however, this association was stronger for SAVR (rate ratio, 1.18 [95% CI, 1.17-1.19]) than for TAVR (rate ratio, 1.11 [95% CI, 1.11-1.12]; P<0.001 for interaction). Thus, differences in episode payments between TAVR and SAVR were greatest for the sickest patients but much less in healthier patients. CONCLUSIONS TAVR is associated with lower episode payments than SAVR. However, episode payments for TAVR are less influenced by patient comorbidity. Therefore, as TAVR is increasingly used in patients with better baseline health status, the economic advantages of TAVR relative to SAVR may diminish.
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Affiliation(s)
- Parth K Modi
- Dow Division of Health Services Research, Department of Urology (P.K.M., M.O., C.E., V.B.S., B.K.H.), University of Michigan, Ann Arbor
| | - Devraj A Sukul
- Division of Cardiovascular Diseases, Department of Internal Medicine (D.A.S., B.K.N.), University of Michigan, Ann Arbor
| | - Mary Oerline
- Dow Division of Health Services Research, Department of Urology (P.K.M., M.O., C.E., V.B.S., B.K.H.), University of Michigan, Ann Arbor
| | - Michael P Thompson
- Department of Cardiac Surgery (M.P.T.), University of Michigan, Ann Arbor
| | - Brahmajee K Nallamothu
- Division of Cardiovascular Diseases, Department of Internal Medicine (D.A.S., B.K.N.), University of Michigan, Ann Arbor
| | - Chad Ellimoottil
- Dow Division of Health Services Research, Department of Urology (P.K.M., M.O., C.E., V.B.S., B.K.H.), University of Michigan, Ann Arbor
| | - Vahakn B Shahinian
- Dow Division of Health Services Research, Department of Urology (P.K.M., M.O., C.E., V.B.S., B.K.H.), University of Michigan, Ann Arbor.,Division of Nephrology, Department of Internal Medicine (V.B.S.), University of Michigan, Ann Arbor
| | - Brent K Hollenbeck
- Dow Division of Health Services Research, Department of Urology (P.K.M., M.O., C.E., V.B.S., B.K.H.), University of Michigan, Ann Arbor
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Thompson MP, Luo Z, Gardiner J, Burke JF, Nickles A, Reeves MJ. Impact of Missing Stroke Severity Data on the Accuracy of Hospital Ischemic Stroke Mortality Profiling. Circ Cardiovasc Qual Outcomes 2019; 11:e004951. [PMID: 30354572 DOI: 10.1161/circoutcomes.118.004951] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND The Centers for Medicare and Medicaid Services have proposed 30-day ischemic stroke risk-standardized mortality rates that include adjustment for stroke severity using the National Institute of Health Stroke Scale (NIHSS), which is often undocumented. We used simulations to quantify the effect of missing NIHSS data on the accuracy of hospital-level ischemic stroke risk-standardized mortality rate profiling for 100 hypothetical hospitals with different case volumes. METHODS AND RESULTS We generated simulated data sets of patients with NIHSS scores and other predictors of 30-day mortality based on empirical analysis of data from 7654 patients with ischemic stroke in the Michigan Stroke Registry. We assigned and rank-ordered a true (known) 30-day mortality rate to each hospital in the simulated data sets of N=100 hospitals with either low (100 patients with stroke), medium (300), or high (500) case volumes. We then estimated and rank-ordered 30-day risk-standardized mortality rates for the N=100 hospitals in each simulated data set using hierarchical logistic regression models. In each data set, we systematically varied the rate of missing NIHSS data and whether missing NIHSS data was independent (missing completely at random) or dependent (missing not at random) on the NIHSS score. With no missing NIHSS data, the Spearman correlation between the true hospital performance rank order assigned during data set generation and the estimated 30-day risk-standardized mortality rate rank order was 0.72, 0.88, and 0.91 in low, medium, and high volume hospitals, respectively. However, this fell to as low as 0.50, 0.71, and 0.79 as missing NIHSS data reached 70%. CONCLUSIONS Missing NIHSS data had substantial detrimental effects on the accuracy of profiling of ischemic stroke mortality, especially in lower volume hospitals. Even with complete NIHSS documentation, significant limitations in ischemic stroke mortality profiling remain.
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Affiliation(s)
- Michael P Thompson
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI (M.P.T., Z.L., J.G., M.J.R.).,Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor, MI (M.P.T.)
| | - Zhehui Luo
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI (M.P.T., Z.L., J.G., M.J.R.)
| | - Joseph Gardiner
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI (M.P.T., Z.L., J.G., M.J.R.)
| | - James F Burke
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI (J.F.B.)
| | | | - Mathew J Reeves
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI (M.P.T., Z.L., J.G., M.J.R.)
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DeBarmore BM, Essien UR, Dean C, Thompson MP, Sterling MR. Highlights From the American Heart Association Quality of Care and Outcomes Research 2019 Scientific Sessions. Circ Cardiovasc Qual Outcomes 2019; 12:e005906. [PMID: 31480941 DOI: 10.1161/circoutcomes.119.005906] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Bailey M DeBarmore
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill (B.M.D.)
| | - Utibe R Essien
- Division of General Internal Medicine, Department of Medicine, University of Pittsburgh School of Medicine, PA (U.R.E.).,Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, PA (U.R.E.)
| | - Caress Dean
- Department of Public and Environmental Wellness, School of Health Sciences, Oakland University, Rochester, MI (C.D.)
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor (M.P.T.)
| | - Madeline R Sterling
- Division of General Internal Medicine, Department of Medicine, Weill Cornell Medicine, New York (M.R.S.)
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Thompson MP, Cabrera L, Strobel RJ, Harrington SD, Zhang M, Wu X, Prager RL, Likosky DS. Association Between Postoperative Pneumonia and 90-Day Episode Payments and Outcomes Among Medicare Beneficiaries Undergoing Cardiac Surgery. Circ Cardiovasc Qual Outcomes 2019; 11:e004818. [PMID: 30354549 DOI: 10.1161/circoutcomes.118.004818] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Background Postoperative pneumonia is the most common healthcare-associated infection in cardiac surgical patients, yet their impact across a 90-day episode of care remains unknown. Our objective was to examine the relationship between pneumonia and 90-day episode payments and outcomes among Medicare beneficiaries undergoing cardiac surgery. Methods and Results Medicare claims were used to identify beneficiaries with episodes of coronary artery bypass grafting (CABG; n=56 728) and valve surgery (n=56 377) across 1045 centers between April 2014 and March 2015. Using a published diagnosis code-based algorithm, we identified pneumonia in 6.4% CABG episodes and 6.6% of valve surgery episodes. We compared price-standardized 90-day episode payments and outcome measures (postoperative length of stay, discharge to postacute care, mortality, and readmission) between beneficiaries with and without pneumonia using hierarchical regression models, adjusting for patient factors and hospital random effects. Pneumonia was associated with 24.5% higher episode payments for CABG ($46 723 versus $37 496; P<0.001) and 26.5% higher episode payments for valve surgery ($61 544 versus $48 549; P<0.001). For both cohorts, pneumonia was significantly associated with longer postoperative length of stay (CABG: +4.1 days, valve: +5.6 days), more frequent discharge to postacute care (CABG: odds ratio [OR]=1.99, valve: OR=2.17), and higher rates of 30-day mortality (CABG: OR=2.42, valve: OR=2.57) and 90-day readmission (CABG: OR=1.20, valve: OR=1.25), all P<0.001. We compared episode payments and outcomes across terciles of pneumonia rates and found that high pneumonia rate hospitals had higher episode payments and poorer outcomes compared with episodes at low pneumonia rate hospitals in both CABG and valve surgery cohorts. Conclusions Postoperative pneumonia was associated with significantly higher 90-day episode payments and inferior outcomes at the patient and hospital level. Future work should examine whether reducing pneumonia after cardiac surgery reduces episode spending and improves outcomes, which could facilitate hospital success in value-based reimbursement programs.
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Affiliation(s)
- Michael P Thompson
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor (M.P.T., X.W., R.L.P., D.S.L.)
| | - Lourdes Cabrera
- Michigan Society of Thoracic and Cardiovascular Surgeons-Quality Collaborative, Ann Arbor (L.C., R.L.P., D.S.L.)
| | | | | | - Min Zhang
- Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor (M.Z.)
| | - Xiaoting Wu
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor (M.P.T., X.W., R.L.P., D.S.L.)
| | - Richard L Prager
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor (M.P.T., X.W., R.L.P., D.S.L.).,Michigan Society of Thoracic and Cardiovascular Surgeons-Quality Collaborative, Ann Arbor (L.C., R.L.P., D.S.L.)
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor (M.P.T., X.W., R.L.P., D.S.L.).,Michigan Society of Thoracic and Cardiovascular Surgeons-Quality Collaborative, Ann Arbor (L.C., R.L.P., D.S.L.)
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46
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Brescia AA, Patel HJ, Likosky DS, Watt TMF, Wu X, Strobel RJ, Kim KM, Fukuhara S, Yang B, Deeb GM, Thompson MP. Volume-Outcome Relationships in Surgical and Endovascular Repair of Aortic Dissection. Ann Thorac Surg 2019; 108:1299-1306. [PMID: 31400334 DOI: 10.1016/j.athoracsur.2019.06.047] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Revised: 05/22/2019] [Accepted: 06/05/2019] [Indexed: 01/10/2023]
Abstract
BACKGROUND As surgical mortality decreases and endovascular utilization increases, it is unknown whether volume-outcome relationships exist in thoracic aortic dissection repair. We characterized volume-outcome relationships for surgical and endovascular management of thoracic aortic dissection. METHODS Patients aged more than 18 years undergoing repair of thoracic aortic dissection in the United States between 2010 and 2014 were identified in seven all-payer state inpatient administrative databases. Patients were divided into groups based on type of repair: surgical repair of type A dissection (TAAD), surgical repair of type B dissection (TBAD), and endovascular repair (TEVAR). Hierarchical logistic regression models evaluated the association between hospital volume and in-hospital mortality. RESULTS Overall in-hospital mortality rate was 13.4% (890 of 6650), highest after TAAD (463 of 2918, 15.9%), followed by TBAD (270 of 1934, 14.0%) and TEVAR (157 of 1798, 8.7%). Volume-outcome relationships for adjusted in-hospital mortality were demonstrated for TAAD and TBAD (P-trend < .001), but not TEVAR (P-trend = .11). Adjusted in-hospital mortality differed most for TAAD (fewer than 3 cases per year: 21%, 95% confidence interval, 18% to 24%; vs 11 or more cases per year: 12%, 95% confidence interval, 8% to 16%; P < .001) and TBAD (fewer than 2 cases per year: 18%, 95% confidence interval, 15% to 22%; vs 11 or more cases per year: 9%, 95% confidence interval, 5% to 12%; P < .001), whereas TEVAR did not differ between quartiles. Adjusted mortality was lower at centers with 26 or more overall annual thoracic dissection repairs, compared with any of the three lower-volume quartiles (P < .001). CONCLUSIONS This study demonstrated lower mortality at high-volume hospitals for overall repair of aortic dissection, persisting separately for surgical repair of TAAD and TBAD, but not TEVAR. As endovascular technology advances and practice patterns consequently change, analyses should focus on understanding the balance between procedural volume, mortality, and access to care for thoracic aortic dissection.
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Affiliation(s)
| | - Himanshu J Patel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Donald S Likosky
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Tessa M F Watt
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Xiaoting Wu
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Raymond J Strobel
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Karen M Kim
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Shinichi Fukuhara
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Bo Yang
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - G Michael Deeb
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan
| | - Michael P Thompson
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, Michigan.
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Thompson MP, Graetz I, McKillop CN, Grubb PH, Waters TM. Evaluation of a Tennessee statewide initiative to reduce early elective deliveries using quasi-experimental methods. BMC Health Serv Res 2019; 19:208. [PMID: 30940130 PMCID: PMC6444673 DOI: 10.1186/s12913-019-4033-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Accepted: 03/22/2019] [Indexed: 11/21/2022] Open
Abstract
BACKGROUND Concerted quality improvement (QI) efforts have been taken to discourage the practice of early elective deliveries (EEDs), but few studies have robustly examined the impact of directed QI interventions in reducing EED practices. Using quasi-experimental methods, we sought to evaluate the impact of a statewide QI intervention to reduce the practice of EEDs. METHODS Retrospective cohort study of vital records data (2007 to 2013) for all singleton births occurring ≥36 weeks in 66 Tennessee hospitals grouped into three QI cohorts. We used interrupted-time series to estimate the effect of the QI intervention on the likelihood of an EED birth statewide, and by hospital cohort. We compared the distribution of hospital EED percentages pre- and post-intervention. Lastly, we used multivariable logistic regression to estimate the effect of QI interventions on maternal and infant outcomes. RESULTS Implementation of the QI intervention was associated with significant declines in likelihood of EEDs immediately following the intervention (odds ratio, OR = 0.72; p < 0.001), but these results varied by hospital cohort. Hospital risk-adjusted EED percentages ranged from 1.6-13.6% in the pre-intervention period, which significantly declined to 2.2-9.6% in the post-intervention period (p < 0.001). The QI intervention was also associated with significant reductions in operative vaginal delivery and perineal laceration, and immediate infant ventilation, but increased NICU admissions. CONCLUSIONS A statewide QI intervention to reduce EEDs was associated with modest but significant declines in EEDs beyond concurrent and national trends, and showed mixed results in related infant and maternal outcomes.
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Affiliation(s)
- Michael P Thompson
- Department of Preventive Medicine, University of Tennessee Health Science Center, 66 N Pauline, Memphis, TN, 38163, USA.
- Department of Cardiac Surgery, University of Michigan Medical School, 5331K Frankel Cardiovascular Center, 1500 E. Medical Center Dr, Ann Arbor, MI, 48109, USA.
| | - Ilana Graetz
- Department of Preventive Medicine, University of Tennessee Health Science Center, 66 N Pauline, Memphis, TN, 38163, USA
- Department of Health Policy and Management, Emory School of Public Health, 1518 Clifton Rd., NE, Suite 636, Atlanta, GA, 30322, USA
| | - Caitlin N McKillop
- Department of Preventive Medicine, University of Tennessee Health Science Center, 66 N Pauline, Memphis, TN, 38163, USA
- Department of Economics, SUNY Cortland, Old Main, Room 127, Gerhart Dr., Cortland, NY, 13045, USA
| | - Peter H Grubb
- Department of Pediatrics, Vanderbilt University School of Medicine, 2200 Children's Way, Nashville, TN, 37212, USA
- For the Tennessee Initiative for Perinatal Quality Care (TIPQC) Reducing Early Elective Deliveries Before 39 Weeks EGA Project, 2215B Garland Ave, Nashville, 37232, TN, USA
- Division of Neonatology, Department of Pediatrics, University of Utah, 295 Chipeta Way, Salt Lake City, UT, 84108, USA
| | - Teresa M Waters
- Department of Preventive Medicine, University of Tennessee Health Science Center, 66 N Pauline, Memphis, TN, 38163, USA
- Department of Health Management and Policy, University of Kentucky College of Public Health, 111 Washington Avenue, Lexington, KY, 40536, USA
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Thompson MP, Kim KM, Cabrera L, Wu X, Zhang M, Brescia AA, Yang B, Fukuhara S, Patel HJ, Deeb GM, Likosky DS. Abstract 188: Burden of Complications After Thoracic Aortic Repair Surgery Among Medicare Beneficiaries. Circ Cardiovasc Qual Outcomes 2019. [DOI: 10.1161/hcq.12.suppl_1.188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective:
Despite the growth in thoracic aortic repair surgery, there remain concerns about the clinical and financial impact of complications secondary to these procedures. Therefore, we leveraged Medicare administrative claims to estimate the incidence, outcomes, and spending associated with complications during 90-day episodes of thoracic aortic repair surgery.
Methods and Results:
Using a previously validated claims-based algorithm, we identified 11,240 Medicare fee-for-service beneficiaries hospitalized for thoracic aortic repair surgery [open type A (n=4,538), open type B (n=4,091), and thoracic endovascular aortic repair procedures (TEVAR, n=2,611)] from April 2014 to March 2015. We identified any (and total number) of the following complications within 30-day of surgery: renal failure, stroke/transient ischemic attack, respiratory failure, bleeding, pneumonia, deep vein thrombosis or pulmonary embolism, surgical site infection, paralysis, or acute myocardial infarction. Overall, 5,525 patients (49.2%) developed any complication (zero complications: 50.9%, one: 28.4%, two: 13.0%, three: 5.3%, or four or more: 2.4%). For the entire sample, 90-day episode mortality was 15.4%, which was higher in patients with any complication (23.0%) compared to patients without complications (8.1%). Adjusting for patient demographics, admission status, comorbidities, and hospital random effects, the relative odds of mortality comparing patients with and without complications was 2.41 (95% CI: 2.11-2.76) (Table). On average, 90-day episode spending was $54,668±$43,287, which was also higher among patients with any complication ($69,243 vs. $40,578, p<0.001). After similar adjustment, 90-day episode spending was 50% higher on a relative scale (95% CI: 46% to 54%), largely attributed to inpatient stays, post-acute care spending, and more frequent readmissions. Both mortality and spending increased significantly as the number of complications increased from zero to four or more.
Conclusions:
Complications after thoracic aortic repair were common and associated with worse outcomes and higher episode spending. Identifying and intervening upon patient and provider factors predictive of complications is essential to improving the value of thoracic aortic repair procedures.
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Affiliation(s)
| | | | | | | | | | | | - Bo Yang
- Univ of Michigan, Ann Arbor, MI
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Thompson MP, Pagani FD, Liang Q, Franko LR, Zhang M, McCullough JS, Strobel RJ, Aaronson KD, Kormos RL, Likosky DS. Center Variation in Medicare Spending for Durable Left Ventricular Assist Device Implant Hospitalizations. JAMA Cardiol 2019; 4:153-160. [PMID: 30698605 PMCID: PMC6439617 DOI: 10.1001/jamacardio.2018.4717] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2018] [Accepted: 11/30/2018] [Indexed: 12/15/2022]
Abstract
Importance Hospitalizations for durable left ventricular assist device (LVAD) implants are expensive and increasingly common. Insights into center-level variation in Medicare spending for these hospitalizations are needed to inform value improvement efforts. Objective To examine center-level variation in Medicare spending for durable LVAD implant hospitalizations and its association with clinical outcomes. Design, Setting, and Participants Retrospective cohort study of linked Medicare administrative claims and Interagency Registry for Mechanically Assisted Circulatory Support (INTERMACS) clinical data comprising 106 centers in the United States providing durable LVAD implant. Centers were grouped into quartiles based on the mean price-standardized Medicare spending of their patients. The study included Medicare beneficiaries receiving primary durable LVAD implant between January 2008 and December 2014. Data were analyzed between November 2017 and October 2018. Main Outcomes and Measures Price-standardized Medicare payments and clinical outcomes. Overall and component (facility diagnosis-related group payments, outlier payments, physician services) payments and clinical outcomes (postimplant length of stay and adverse events) were compared across payment quartiles. Results The study sample included 4442 hospitalized patients, with mean (SD) age of 63.0 (10.8) years, 18.7% female, 27.2% nonwhite, and 6.1% Hispanic ethnicity. Among 4442 hospitalizations, the mean (SD) price-standardized Medicare payment was $176 825 ($60 286) and ranged from $122 953 to $271 472 across 106 centers. The difference in price-standardized payments between lowest and highest spending quartiles was $55 446 ($152 714 vs $208 160; 36%; P < .001), with outlier payments making up most of the difference ($42 742; 77%), followed by DRG ($6929; 13%) and physician services ($5774; 10%). After risk standardization, there was a modest decline in the difference in payments between quartiles ($53 221; 35%), with outlier payments accounting for a larger proportion of the difference (84%). After adjusting for patient characteristics, higher price-standardized payment quartiles were associated with longer postimplant length of stay but were not associated with any adverse events. Conclusions and Relevance Medicare payments for durable LVAD implant hospitalizations vary widely across centers; this was not well explained by prices or case mix. While associated with longer postimplant length of stay, increased spending was not associated with adverse events. As the supply and demand for durable LVAD therapy continues to rise, identifying opportunities to reduce variation in spending from both explained and unexplained sources will ensure high-value use.
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Affiliation(s)
- Michael P. Thompson
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
| | - Francis D. Pagani
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
| | - Qixing Liang
- School of Public Health, Department of Biostatistics, University of Michigan, Ann Arbor
| | | | - Min Zhang
- School of Public Health, Department of Biostatistics, University of Michigan, Ann Arbor
| | - Jeffrey S. McCullough
- Department of Health Management and Policy, School of Public Health, University of Michigan
| | | | - Keith D. Aaronson
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
| | - Robert L. Kormos
- Department of Cardiothoracic Surgery, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Donald S. Likosky
- Department of Cardiac Surgery, University of Michigan Medical School, Ann Arbor
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Thompson MP, Graetz I. Hospital adoption of interoperability functions. Healthc (Amst) 2018; 7:100347. [PMID: 30595558 DOI: 10.1016/j.hjdsi.2018.12.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2018] [Revised: 12/06/2018] [Accepted: 12/10/2018] [Indexed: 11/16/2022]
Abstract
BACKGROUND The seamless transmission of patient health information across health care settings, commonly referred to as interoperability, is a focal point of federal electronic health record (EHR) incentive programs. The objective of this study was to examine the extent to which interoperability functions outlined in Promoting Interoperability Stage 3 (PI3) requirements have been adopted by US hospitals, and barriers to interoperability. METHODS We conducted a cross-sectional analysis of 2781 non-federal, acute-care hospitals responding to the 2015 American Hospital Association Information Technology (IT) Supplement survey. We described the percentage of hospitals that adopted PI3 functionalities, identified hospital characteristics associated with adoption, and compared barriers to interoperability between hospitals that have and have not adopted PI3 functionalities. RESULTS Only 16.7% of hospitals had adopted all six core functionalities required to meet PI3 objectives. Over 70% of hospitals had implemented at least four of six functionalities, while 1.8% implemented none. Major teaching (adjusted odds ratio [aOR]=1.66), system affiliated (aOR=1.63), and regional health information exchange participating hospitals (aOR=1.86) were more likely to adopt PI3 functionalities, while for-profit hospitals (OR=0.11) were less likely. Hospitals that adopted PI3 functionalities more frequently reported experiencing barriers to interoperability, including the receiving provider's ability and interest to send/receive data. CONCLUSIONS While only a small proportion of hospitals had implemented all six PI3 functionalities at the time the requirements were finalized, the vast majority had already implemented most of the required functionalities. Still, several barriers stand in the way of achieving seamless interoperability, many of which lie outside hospitals' control.
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Affiliation(s)
- Michael P Thompson
- Center for Healthcare Outcomes and Policy, University of Michigan, USA; Section of Health Services Research and Quality, Department of Cardiac Surgery, University of Michigan Medical School, 5331K Frankel Cardiovascular Center, 1500 E. Medical Center Dr., SPC 5864, Ann Arbor, MI 48109, USA.
| | - Ilana Graetz
- Department of Preventive Medicine, University of Tennessee Health Science Center, USA
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