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Kosaraju RS, Fonarow GC, Ong MK, Heidenreich PA, Washington DL, Wang X, Ziaeian B. Geographic Variation in the Quality of Heart Failure Care Among U.S. Veterans. JACC. HEART FAILURE 2023; 11:1534-1545. [PMID: 37542510 PMCID: PMC10792103 DOI: 10.1016/j.jchf.2023.06.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 05/09/2023] [Accepted: 06/05/2023] [Indexed: 08/07/2023]
Abstract
BACKGROUND The burden of heart failure is growing. Guideline-directed medical therapies (GDMT) reduce adverse outcomes in heart failure with reduced ejection fraction (HFrEF). Whether there is geographic variation in HFrEF quality of care is not well described. OBJECTIVES This study evaluated variation nationally for prescription of GDMT within the Veterans Health Administration. METHODS A cohort of Veterans with HFrEF had their address linked to hospital referral regions (HRRs). GDMT prescription was defined using pharmacy data between July 1, 2020, and July 1, 2021. Within HRRs, we calculated the percentage of Veterans prescribed GDMT and a composite GDMT z-score. National choropleth maps were created to evaluate prescription variation. Associations between GDMT performance and demographic characteristics were evaluated using linear regression. RESULTS Maps demonstrated significant variation in the HRR composite score and GDMT prescriptions. Within HRRs, the prescription of beta-blockers to Veterans was highest with a median of 80% (IQR: 77.3%-82.2%) followed by angiotensin-converting enzyme inhibitor/angiotensin receptor blocker/angiotensin receptor-neprilysin inhibitors (69.3%; IQR: 66.4%-72.1%), sodium-glucose cotransporter-2 inhibitors (10.3%; IQR: 7.7%-12.8%), mineralocorticoid receptor antagonists (29.2%; IQR: 25.8%-33.9%), and angiotensin receptor-neprilysin inhibitors (12.2%; IQR: 8.6%-15.3%). HRR composite GDMT z-scores were inversely associated with the HRR median Gini coefficient (R = -0.13; P = 0.0218) and the percentage of low-income residents (R = -0.117; P = 0.0413). CONCLUSIONS Wide geographic differences exist for HFrEF care. Targeted strategies may be required to increase GDMT prescription for Veterans in lower-performing regions, including those affected by income inequality and poverty.
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Affiliation(s)
- Revanth S Kosaraju
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA. https://twitter.com/revanthsk12
| | - Gregg C Fonarow
- Division of Cardiology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA. https://twitter.com/gcfmd
| | - Michael K Ong
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Veterans Affairs Health Services Research and Development, Center for the Study of Healthcare Innovation, Implementation and Policy, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA; Department of Health Policy and Management, UCLA Jonathan and Karin Fielding School of Public Health, Los Angeles, California, USA. https://twitter.com/michael_ong
| | - Paul A Heidenreich
- Department of Medicine, Veterans Affairs Palo Alto Healthcare System, Palo Alto, California, USA. https://twitter.com/paheidenreich
| | - Donna L Washington
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Veterans Affairs Health Services Research and Development, Center for the Study of Healthcare Innovation, Implementation and Policy, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Xiaoyan Wang
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, California, USA
| | - Boback Ziaeian
- Division of Cardiology, David Geffen School of Medicine at UCLA, Los Angeles, California, USA; Veterans Affairs Health Services Research and Development, Center for the Study of Healthcare Innovation, Implementation and Policy, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, USA.
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Kini V, Breathett K, Groeneveld PW, Ho PM, Nallamothu BK, Peterson PN, Rush P, Wang TY, Zeitler EP, Borden WB. Strategies to Reduce Low-Value Cardiovascular Care: A Scientific Statement From the American Heart Association. Circ Cardiovasc Qual Outcomes 2022; 15:e000105. [PMID: 35189687 PMCID: PMC9909614 DOI: 10.1161/hcq.0000000000000105] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Low-value health care services that provide little or no benefit to patients are common, potentially harmful, and costly. Nearly half of the patients in the United States will receive at least 1 low-value test or procedure annually, creating risk of avoidable complications from subsequent cascades of care and excess costs to patients and society. Reducing low-value care is of particular importance to cardiovascular health given the high prevalence and costs of cardiovascular disease in the United States. This scientific statement describes the current scope and impact of low-value cardiovascular care; reviews existing literature on patient-, clinician-, health system-, payer-, and policy-level interventions to reduce low-value care; proposes solutions to achieve meaningful and equitable reductions in low-value care; and suggests areas for future research priorities.
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3
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Kini V, Viragh T, Magid D, Masoudi FA, Moghtaderi A, Black B. Trends in High- and Low-Value Cardiovascular Diagnostic Testing in Fee-for-Service Medicare, 2000-2016. JAMA Netw Open 2019; 2:e1913070. [PMID: 31603486 PMCID: PMC6804029 DOI: 10.1001/jamanetworkopen.2019.13070] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
IMPORTANCE Owing to a rapid increase in rates of diagnostic cardiovascular testing in the 1990s and early 2000s, the Centers for Medicare & Medicaid Services implemented a series of payment changes intended to reduce overall spending on fee-for-service testing. Whether guideline-concordant testing has been subsequently affected is unknown to date. OBJECTIVE To determine whether changes in overall rates of use of diagnostic cardiovascular tests were associated with changes in high-value testing recommended by guidelines and low-value testing that is expected to provide minimal benefits. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study assessed a national 5% random sample of Medicare fee-for-service beneficiaries aged 65 to 95 years from January 1, 1999, through December 31, 2016. Data were analyzed from February 15, 2018, through August 15, 2019. EXPOSURES Eligibility to receive high-value testing (assessment of left ventricular systolic function among patients hospitalized with acute myocardial infarction or heart failure) and low-value testing (stress testing before low-risk noncardiac surgery and routine stress testing within 2 years of coronary revascularization not associated with acute care visits). MAIN OUTCOMES AND MEASURES Age- and sex-adjusted annual rates of overall, high-value, and low-value diagnostic cardiovascular testing. RESULTS Mean (SD) age was similar over time (75.57 [7.32] years in 2000-2003; 74.82 [7.79] years in 2012-2016); the proportion of women slightly declined over time (63.23% in 2000 to 2003; 57.27% in 2012 to 2016). The rate of overall diagnostic cardiovascular testing per 1000 patient-years among the 5% sample of Medicare beneficiaries increased from 275 in 2000 to 359 in 2008 (P < .001) and then declined to 316 in 2016 (P < .001). High-value testing increased steadily over the entire study period for patients with acute myocardial infarction (85.7% to 89.5%; P < .001) and heart failure (72.6% to 80.1%; P < .001). Low-value testing among patients undergoing low-risk surgery increased from 2.4% in 2000 to 3.8% in 2008 (P < .001) but then declined to 2.5% in 2016 (P < .001). Low-value testing within 2 years of coronary revascularization slightly increased from 47.4% in 2000 to 49.2% in 2003 (P = .03) but then declined to 30.8% in 2014 (P < .001). CONCLUSIONS AND RELEVANCE Rates of overall and low-value diagnostic cardiovascular testing appear to have declined considerably and rates of high-value testing have increased slightly. Payment changes intended to reduce spending on overall testing may not have adversely affected testing recommended by guidelines.
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Affiliation(s)
- Vinay Kini
- Department of Cardiology, University of Colorado Anschutz Medical Campus, Aurora
| | - Timea Viragh
- Northwestern University School of Education and Social Policy, Evanston, Illinois
| | - David Magid
- Department of Cardiology, University of Colorado Anschutz Medical Campus, Aurora
| | - Frederick A. Masoudi
- Department of Cardiology, University of Colorado Anschutz Medical Campus, Aurora
| | - Ali Moghtaderi
- George Washington University School of Public Health, Washington, DC
| | - Bernard Black
- Institute for Policy Research and Kellogg School of Management, Northwestern University Pritzker School of Law, Chicago, Illinois
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4
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Pack QR, Priya A, Lagu T, Pekow PS, Schilling JP, Hiser WL, Lindenauer PK. Association Between Inpatient Echocardiography Use and Outcomes in Adult Patients With Acute Myocardial Infarction. JAMA Intern Med 2019; 179:1176-1185. [PMID: 31206134 PMCID: PMC6580445 DOI: 10.1001/jamainternmed.2019.1051] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
IMPORTANCE Guidelines recommend that patients with acute myocardial infarction (AMI) undergo echocardiography for assessment of cardiac structure and ejection fraction, but little is known about the association between echocardiography as used in routine clinical management of AMI and patient outcomes. OBJECTIVE To examine the association between risk-standardized hospital rates of transthoracic echocardiography and outcomes. DESIGN, SETTING, AND PARTICIPANTS This retrospective cohort study of data from 397 US hospitals that contributed to the Premier Healthcare Informatics inpatient database from January 1, 2014, to December 31, 2014, used International Classification of Diseases, Ninth Revision (ICD-9) codes to identify 98 999 hospital admissions for patients with AMI. Data were analyzed between October 2017 and January 2019. EXPOSURES Rates of transthoracic echocardiography. MAIN OUTCOMES AND MEASURES Inpatient mortality, length of stay, total inpatient costs, and 3-month readmission rate. RESULTS Among the 397 hospitals with more than 25 admissions for AMI in 2014, a total of 98 999 hospital admissions for AMI were identified for analysis (38.2% women; mean [SD] age, 66.5 [13.6] years), of which 69 652 (70.4%) had at least 1 transthoracic echocardiogram performed. The median (IQR) hospital risk-standardized rate of echocardiography was 72.5% (62.6%-79.1%). In models that adjusted for hospital and patient characteristics, no difference was found in inpatient mortality (odds ratio [OR], 1.02; 95% CI, 0.88-1.19) or 3-month readmission (OR, 1.01; 95% CI, 0.93-1.10) between the highest and lowest quartiles of echocardiography use (median risk-standardized echocardiography use rates of 83% vs 54%, respectively). However, hospitals with the highest rates of echocardiography had modestly longer mean lengths of stay (0.23 days; 95% CI, 0.04-0.41; P = .01) and higher mean costs ($3164; 95% CI, $1843-$4485; P < .001) per admission compared with hospitals in the lowest quartile of use. Multiple sensitivity analyses yielded similar results. CONCLUSIONS AND RELEVANCE In patients with AMI, hospitals in the quartile with the highest rates of echocardiography showed greater hospital costs and length of stay but few differences in clinical outcomes compared with hospitals in the quartile with the lowest rates of echocardiography. These findings suggest that more selective use of echocardiography might be used without adversely affecting clinical outcomes, particularly in hospitals with high rates of echocardiography use.
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Affiliation(s)
- Quinn R Pack
- Division of Cardiovascular Medicine, University of Massachusetts Medical School-Baystate, Springfield.,Institute for Healthcare Delivery and Population Science, University of Massachusetts Medical School-Baystate, Springfield.,Department of Medicine, University of Massachusetts Medical School-Baystate, Springfield
| | - Aruna Priya
- Institute for Healthcare Delivery and Population Science, University of Massachusetts Medical School-Baystate, Springfield
| | - Tara Lagu
- Institute for Healthcare Delivery and Population Science, University of Massachusetts Medical School-Baystate, Springfield.,Department of Medicine, University of Massachusetts Medical School-Baystate, Springfield
| | - Penelope S Pekow
- Institute for Healthcare Delivery and Population Science, University of Massachusetts Medical School-Baystate, Springfield.,School of Public Health and Health Sciences, University of Massachusetts, Amherst
| | - Joshua P Schilling
- Division of Cardiovascular Medicine, University of Massachusetts Medical School-Baystate, Springfield
| | - William L Hiser
- Division of Cardiovascular Medicine, University of Massachusetts Medical School-Baystate, Springfield
| | - Peter K Lindenauer
- Institute for Healthcare Delivery and Population Science, University of Massachusetts Medical School-Baystate, Springfield.,Department of Medicine, University of Massachusetts Medical School-Baystate, Springfield.,Department of Quantitative Health Sciences, University of Massachusetts Medical School, Worcester
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Navaneethan SD, Akeroyd JM, Ramsey D, Ahmed ST, Mishra SR, Petersen LA, Muntner P, Ballantyne C, Winkelmayer WC, Ramanathan V, Virani SS. Facility-Level Variations in Kidney Disease Care among Veterans with Diabetes and CKD. Clin J Am Soc Nephrol 2018; 13:1842-1850. [PMID: 30498000 PMCID: PMC6302320 DOI: 10.2215/cjn.03830318] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 09/01/2018] [Indexed: 12/27/2022]
Abstract
BACKGROUND AND OBJECTIVES Facility-level variation has been reported among veterans receiving care for various diseases. We studied the frequency and facility-level variations of guideline-recommended practices in patients with diabetes and CKD. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS Patients with diabetes and concomitant CKD (eGFR 15-59 ml/min per 1.73 m2, measured twice, 90 days apart) receiving care in 130 facilities across the Veterans Affairs Health Care System were included (n=281,223). We studied the proportions of patients (facility-level) receiving recommended core measures and facility-level variations of these study outcomes using median rate ratios, adjusting for various patient and provider-level factors. Median rate ratio quantifies the degree to which care may vary for similar patients receiving care at two randomly chosen facilities, with <1 being no variation and >1.2 as substantial variation between the facilities. Study outcomes included measurement of urine albumin-to-creatinine ratio/urine protein-to-creatinine ratio and blood hemoglobin concentration, prescription of statins and angiotensin-converting enzyme inhibitors/angiotensin receptor blockers, BP<140/90 mm Hg, and referral to a Veterans Affairs nephrologist (only for those with eGFR<30 ml/min per 1.73 m2). RESULTS Among those with eGFR 30-59 ml/min per 1.73 m2, proportion of patients receiving recommended core measures (median and interquartile range across facilities) were 37% (22%-47%) for urine albumin-to-creatinine ratio/urine protein-to-creatinine ratio, 74% (72%-79%) for hemoglobin measurement, 66% (62%-69%) for angiotensin-converting enzyme inhibitor/angiotensin receptor blocker prescription, 85% (74%-87%) for statin prescription, 47% (42%-53%) for achieving BP<140/90 mm Hg, and 13% (7%-16%) for meeting all outcome measures. Adjusted median rate ratios (95% confidence intervals) were 5.2 (4.1 to 6.4), 2.4 (2.1 to 2.6), 1.3 (1.2 to 1.3), 1.2 (1.2 to 1.3), 1.4 (1.3 to 1.4), and 4.1 (3.3 to 5.0), respectively. Median rate ratios were qualitatively similar in an analysis restricted to those with eGFR 15-29 ml/min per 1.73 m2. CONCLUSIONS Among patients with diabetes and CKD, at facility-level, ordering of laboratory tests, and scheduling of nephrology referrals in eligible patients remains suboptimal, with substantial variations across facilities.
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Affiliation(s)
| | - Julia M. Akeroyd
- Section of Health Services Research, and
- Health Policy, Quality and Informatics Program, Health Services Research and Development Center for Innovations, and
| | - David Ramsey
- Center for Longitudinal and Lifecourse Research, Faculty of Medicine, University of Queensland, Brisbane, Australia; and
| | - Sarah T. Ahmed
- Health Policy, Quality and Informatics Program, Health Services Research and Development Center for Innovations, and
| | - Shiva Raj Mishra
- Center for Longitudinal and Lifecourse Research, Faculty of Medicine, University of Queensland, Brisbane, Australia; and
| | - Laura A. Petersen
- Health Policy, Quality and Informatics Program, Health Services Research and Development Center for Innovations, and
| | - Paul Muntner
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Christie Ballantyne
- Section of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
| | | | - Venkat Ramanathan
- Selzman Institute for Kidney Health, Section of Nephrology
- Section of Nephrology
| | - Salim S. Virani
- Section of Health Services Research, and
- Section of Cardiovascular Research, Department of Medicine, Baylor College of Medicine, Houston, Texas
- Health Policy, Quality and Informatics Program, Health Services Research and Development Center for Innovations, and
- Section of Cardiology, Michael E. DeBakey Veterans Affairs Medical Center, Houston, Texas
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6
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Coughlin SS, Young L. A review of dual health care system use by veterans with cardiometabolic disease. ACTA ACUST UNITED AC 2018; 2. [PMID: 30198018 DOI: 10.21037/jhmhp.2018.07.05] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Many Veterans Affairs (VA) patients with the complications of cardiometabolic syndrome (CMS) use both VA and community providers and facilities outside of VA. Although dual health care systems increase care options, dual use also increases coordination needs. The fragmentation and duplication of health care due to the use of multiple facilities and providers may hinder effective care coordination, result in less efficient and more costly care, and lead to poorer outcomes. This article, which is based upon bibliographic searches in PubMed, reviews the evidence on dual use of VA and community health care by Veterans for acute myocardial infarction (AMI), congestive heart failure (CHF), and diabetes mellitus, the most common CMS complications requiring acute care and post-acute care services. A total of 179 articles were identified. After screening the full texts or abstracts of the 179 articles, 11 studies met the criteria, including two qualitative studies and 9 quantitative using administrative and Medicare records for veterans with AMI, CHF, or diabetes. Among the analytic studies, 3 had a cross-sectional design and 6 were cohort studies. The results of studies completed to date suggest that dual healthcare system use by older male veterans with cardiometabolic conditions is not associated with improved outcomes and may lead to unnecessary tests or procedures and increased healthcare costs. Additional research is warranted to examine the prevalence of dual health care system use by male and female veterans during recent time periods and to compare outcomes among patients who receive only VA care, only community care, or both VA and community care.
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Affiliation(s)
- Steven S Coughlin
- Department of Clinical and Digital Health Sciences, College of Allied Health Sciences, Augusta University, Augusta, GA, USA.,Research Service, Charlie Norwood Veterans Affairs Medical Center, Augusta, GA, USA
| | - Lufei Young
- College of Nursing, Augusta University, Augusta, GA, USA
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7
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Beatty AL, Truong M, Schopfer DW, Shen H, Bachmann JM, Whooley MA. Geographic Variation in Cardiac Rehabilitation Participation in Medicare and Veterans Affairs Populations: Opportunity for Improvement. Circulation 2018; 137:1899-1908. [PMID: 29305529 PMCID: PMC5930133 DOI: 10.1161/circulationaha.117.029471] [Citation(s) in RCA: 101] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/12/2017] [Accepted: 12/15/2017] [Indexed: 01/23/2023]
Abstract
BACKGROUND Cardiac rehabilitation is strongly recommended after myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery, but it is historically underused. We sought to evaluate variation in cardiac rehabilitation participation across the United States. METHODS From administrative data from the Veterans Affairs (VA) healthcare system and a 5% Medicare sample, we used International Classification of Diseases, 9th Revision codes to identify patients hospitalized for myocardial infarction, percutaneous coronary intervention, or coronary artery bypass surgery from 2007 to 2011. After excluding patients who died in ≤30 days of hospitalization, we calculated the percentage of patients who participated in ≥1 outpatient visits for cardiac rehabilitation during the 12 months after hospitalization. We estimated adjusted and standardized rates of participation in cardiac rehabilitation by state using hierarchical logistic regression models. RESULTS Overall, participation in cardiac rehabilitation was 16.3% (23 403/143 756) in Medicare and 10.3% (9123/88 826) in VA. However, participation rates varied widely across states, ranging from 3.2% to 41.8% in Medicare and 1.2% to 47.6% in VA. Similar regional variation was observed in both populations. Patients in the West North Central region (Iowa, Kansas, Minnesota, Missouri, Nebraska, North Dakota, and South Dakota) had the highest participation, whereas those in the Pacific region (Alaska, California, Hawaii, Oregon, and Washington) had the lowest participation in both Medicare (33.7% versus 10.6%) and VA (16.6% versus 5.1%) populations. Significant hospital-level variation was also present, with participation ranging from 3% to 75% in Medicare and 1% to 43% in VA. CONCLUSIONS Cardiac rehabilitation participation remains low overall in both Medicare and VA populations. However, remarkably similar regional variation exists, with some regions and hospitals achieving high rates of participation in both populations. This provides an opportunity to identify best practices from higher performing hospitals and regions that could be used to improve cardiac rehabilitation participation in lower performing hospitals and regions.
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Affiliation(s)
- Alexis L Beatty
- VA Puget Sound Health Care System, Seattle, WA (A.L.B.).
- Department of Medicine, University of Washington, Seattle (A.L.B., M.T.)
| | - Michael Truong
- Department of Medicine, University of Washington, Seattle (A.L.B., M.T.)
| | - David W Schopfer
- San Francisco VA Medical Center, CA (D.W.S., H.S., M.A.W.)
- Department of Medicine, University of California, San Francisco (D.W.S., M.A.W.)
| | - Hui Shen
- San Francisco VA Medical Center, CA (D.W.S., H.S., M.A.W.)
| | - Justin M Bachmann
- Division of Cardiovascular Medicine, Vanderbilt University Medical Center, Nashville, TN (J.M.B.)
| | - Mary A Whooley
- San Francisco VA Medical Center, CA (D.W.S., H.S., M.A.W.)
- Department of Medicine, University of California, San Francisco (D.W.S., M.A.W.)
- Department of Epidemiology and Biostatistics, University of California, San Francisco (M.A.W.)
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8
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Chang JC, Knight AM, Xiao R, Mercer-Rosa LM, Weiss PF. Use of echocardiography at diagnosis and detection of acute cardiac disease in youth with systemic lupus erythematosus. Lupus 2018; 27:1348-1357. [PMID: 29688145 DOI: 10.1177/0961203318772022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objectives There are no guidelines on the use of echocardiography to detect cardiac manifestations of childhood-onset systemic lupus erythematosus (SLE). We quantify the prevalence of acute cardiac disease in youth with SLE, describe echocardiogram utilization at SLE diagnosis, and compare regional echocardiogram use with incident cardiac diagnoses. Methods Using the Clinformatics® DataMart (OptumInsight, Eden Prairie, MN) de-identified United States administrative database from 2000 to 2013, we identified youth ages 5-24 years with new-onset SLE (≥3 ICD-9 SLE codes 710.0, > 30 days apart) and determined the prevalence of diagnostic codes for pericardial disease, myocarditis, endocarditis, and valvular insufficiency. Multiple logistic regression was used to identify factors associated with echocardiography during the baseline period, up to one year before or six months after SLE diagnosis. We calculated a regional echocardiogram utilization index, which is the ratio of observed use over the mean predicted probability based on all available baseline characteristics. Spearman's rank correlation coefficient was used to evaluate the association between regional echocardiogram utilization indices and percentage of imaged youth diagnosed with their first cardiac manifestation following echocardiography. Results Among 699 youth with new-onset SLE, 18% had ≥ 1 diagnosis code for acute cardiac disease, of which valvular insufficiency and pericarditis were most common. Twenty-five percent of all youth underwent echocardiogram during the baseline period. Regional echocardiogram use was positively correlated with the percentage of imaged youth found to have cardiac disease (ρ = 0.71, p = 0.05). There was up to a five-fold difference in adjusted odds of baseline echocardiography between low- and high-utilizing regions (OR = 0.19, p = 0.007). Conclusion Nearly one-fifth of youth with new-onset SLE have acute cardiac manifestations; however, use of echocardiograms at SLE diagnosis is highly variable. There may be incremental diagnostic value to early use of echocardiography, but prospective studies are needed to determine whether greater use of echocardiograms modifies outcomes.
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Affiliation(s)
- J C Chang
- 1 Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,2 Division of Pediatric Rheumatology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - A M Knight
- 2 Division of Pediatric Rheumatology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,3 Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - R Xiao
- 1 Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - L M Mercer-Rosa
- 3 Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,4 Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - P F Weiss
- 1 Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,2 Division of Pediatric Rheumatology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,3 Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.,5 Center for Pharmacoepidemiology Research and Training, University of Pennsylvania, Philadelphia, PA, USA
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9
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Tanguturi VK, Hidrue MK, Picard MH, Atlas SJ, Weilburg JB, Ferris TG, Armstrong K, Wasfy JH. Variation in the Echocardiographic Surveillance of Primary Mitral Regurgitation. Circ Cardiovasc Imaging 2017; 10:CIRCIMAGING.117.006495. [PMID: 28774932 DOI: 10.1161/circimaging.117.006495] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Accepted: 06/15/2017] [Indexed: 12/14/2022]
Abstract
BACKGROUND Clinical outcomes after surgical treatment of mitral regurgitation are worse if intervention occurs after deterioration of left ventricular size and function. Transthoracic echocardiographic (TTE) surveillance of patients with mitral regurgitation is indicated to avoid adverse ventricular remodeling. Overly frequent TTEs can impair patient access and reduce value in care delivery. This balance between timely surveillance and overutilization of TTE in valvular disease provides a model to study variation in the delivery of healthcare services. We investigated patient and provider factors contributing to variation in TTE utilization and hypothesized that variation was attributable to provider practice even after adjustment for patient characteristics. METHODS AND RESULTS We obtained records of all TTEs from 2001 to 2016 completed at a large echocardiography laboratory. The outcome variable was time interval between TTEs. We constructed a mixed-effects linear regression model with the individual physician as the random effect in the model and used intraclass correlation coefficient to assess the proportion of outcome variation because of provider practice. Our study cohort was 55 773 TTEs corresponding to 37 843 intervals ordered by 635 providers. The mean interval between TTEs was 12.4 months, 17.0 months, 18.3 months, and 17.4 months for severe, moderate, mild, and trace mitral regurgitation, respectively, with 20% of providers deemed overutilizers of TTEs and 25% underutilizers. CONCLUSIONS We conclude that there is substantial variation in follow-up intervals for TTE assessment of mitral regurgitation, despite risk-adjustment for patient variables, likely because of provider factors.
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Affiliation(s)
- Varsha K Tanguturi
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Michael K Hidrue
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Michael H Picard
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Steven J Atlas
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Jeffrey B Weilburg
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Timothy G Ferris
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Katrina Armstrong
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.)
| | - Jason H Wasfy
- From the Division of Cardiology (V.K.T., M.H.P., J.H.W.), Department of Medicine (V.K.T., M.H.P., J.H.W., S.J.A., K.A.), Massachusetts General Hospital, Harvard Medical School, Boston; and Massachusetts General Physicians Organization, Boston (M.K.H., M.H.P., S.J.A., J.B.W., T.G.F., J.H.W.).
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Kini V, McCarthy FH, Dayoub E, Bradley SM, Masoudi FA, Ho PM, Groeneveld PW. Cardiac Stress Test Trends Among US Patients Younger Than 65 Years, 2005-2012. JAMA Cardiol 2016; 1:1038-1042. [PMID: 27846640 DOI: 10.1001/jamacardio.2016.3153] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Importance After a period of rapid growth, use of cardiac stress testing has recently decreased among Medicare beneficiaries and in a large integrated health system. However, it is not known whether declines in cardiac stress testing are universal or are confined to certain populations. Objective To determine trends in rates of cardiac stress testing among a large and diverse cohort of commercially insured patients. Design, Setting, and Participants A serial cross-sectional study with time trends was conducted using administrative claims from all members aged 25 to 64 years belonging to a large, national managed care company from January 1, 2005, to December 31, 2012. Linear trends in rates were determined using negative binomial regression models with procedure count as the dependent variable, calendar quarter as the key independent variable, and the size of the population as a logged offset term. Data analysis was performed from January 1, 2005, to December 31, 2012. Main Outcomes and Measures Age- and sex-adjusted rates of cardiac stress tests per calendar quarter (reported as number of tests per 100 000 person-years). Results A total of 2 085 591 cardiac stress tests were performed among 32 921 838 persons (mean [SD] age, 43.2 [10.9] years; 16 625 528 women [50.5%] and 16 296 310 [49.5%] men; 7 604 945 nonwhite [23.1%]). There was a 3.0% increase in rates of cardiac stress testing from 2005 (3486 tests; 95% CI, 3458-3514) to 2012 (3589 tests; 95% CI, 3559-3619; P = .01 for linear trend). Use of nuclear single-photon emission computed tomography decreased by 14.9% from 2005 (1907 tests; 95% CI, 1888-1926) to 2012 (1623 tests; 95% CI, 1603-1643; P = .03). Use of stress echocardiography increased by 27.8% from 2005 (709 tests; 95% CI, 697-721) to 2012 (906 tests; 95% CI, 894 to 920; P < .001). Use of exercise electrocardiography increased by 12.5% from 2005 (861 tests; 95% CI, 847-873) to 2012 (969 tests; 95% CI, 953-985; P < .001). Use of other stress testing modalities increased 65.5% from 2006 (55 tests; 95% CI, 51-59) to 2012 (91 tests; 95% CI, 87-95; P < .001). For individuals aged 25 to 34 years, rates of cardiac stress testing increased 59.1% from 2005 (543 tests; 95% CI, 532-554) to 2012 (864 tests; 95% CI, 852-876; P < .001). For individuals aged 55 to 64 years, rates of cardiac stress testing decreased by 12.3% from 2005 (7894 tests; 95% CI, 7820-7968) to 2012 (6923 tests; 95% CI, 6853-6993; P < .001). Conclusions and Relevance In contrast to declines in the use of cardiac stress testing in some health care systems, we observed a small increase in its use among a nationally representative cohort of commercially insured patients. Our findings suggest that observed trends in the use of cardiac stress testing may have been driven more by unique characteristics of populations and health systems than national efforts to reduce the overuse of testing.
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Affiliation(s)
- Vinay Kini
- Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia2The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia
| | - Fenton H McCarthy
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia3Division of Cardiac Surgery, Hospital of the University of Pennsylvania, Philadelphia
| | - Elias Dayoub
- Division of General Internal Medicine, Hospital of the University of Pennsylvania, Philadelphia
| | - Steven M Bradley
- Division of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Denver6Division of Cardiovascular Medicine, Veterans Affairs Eastern Colorado Health Care System, Denver
| | - Frederick A Masoudi
- Division of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Denver
| | - P Michael Ho
- Division of Cardiology, Department of Medicine, University of Colorado Anschutz Medical Campus, Denver6Division of Cardiovascular Medicine, Veterans Affairs Eastern Colorado Health Care System, Denver
| | - Peter W Groeneveld
- The Leonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia4Division of General Internal Medicine, Hospital of the University of Pennsylvania, Philadelphia
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Association of Liability Concerns with Decisions to Order Echocardiography and Cardiac Stress Tests with Imaging. J Am Soc Echocardiogr 2016; 29:1155-1160.e1. [PMID: 27639813 DOI: 10.1016/j.echo.2016.08.014] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Indexed: 01/15/2023]
Abstract
BACKGROUND Professional societies have made efforts to curb overuse of cardiac imaging and decrease practice variation by publishing appropriate use criteria. However, little is known about the impact of physician-level determinants such as liability concerns and risk aversion on decisions to order testing. METHODS A web-based survey was administered to cardiologists and general practice physicians affiliated with two academic institutions. The survey consisted of four clinical scenarios in which appropriate use criteria rated echocardiography or stress testing as "may be appropriate." Respondents' degree of liability concerns and risk aversion were measured using validated tools. The primary outcome variable was tendency to order imaging, calculated as the average likelihood to order an imaging test across the clinical scenarios (1 = very unlikely, 6 = very likely). Linear regression models were used to evaluate the association between tendency to order imaging and physician characteristics. RESULTS From 420 physicians invited to participate, 108 complete responses were obtained (26% response rate, 54% cardiologists). There was no difference in tendency to order imaging between cardiologists and general practice physicians (3.46 [95% CI, 3.12-3.81] vs 3.15 [95% CI, 2.79-3.51], P = .22). On multivariate analysis, a higher degree of liability concerns was the only significant predictor of decisions to order imaging (mean difference in tendency to order imaging, 0.36; 95% CI, 0.09-0.62; P = .01). CONCLUSION In clinical situations in which performance of cardiac imaging is rated as "may be appropriate" by appropriate use criteria, physicians with higher liability concerns ordered significantly more testing than physicians with lower concerns.
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