Literature DB >> 32970155

Ambulatory Health Care Service Use and Costs Among Commercially Insured US Adults With Congenital Heart Disease.

Anushree Agarwal1, Eric Vittinghoff2, Janet J Myers3, R Adams Dudley4, Abigail Khan5, Anitha John6, Gregory M Marcus1.   

Abstract

Entities:  

Year:  2020        PMID: 32970155      PMCID: PMC7516600          DOI: 10.1001/jamanetworkopen.2020.18752

Source DB:  PubMed          Journal:  JAMA Netw Open        ISSN: 2574-3805


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Introduction

Adults with congenital heart disease (CHD) are a rapidly increasing population,[1] have many comorbidities,[2] and require frequent monitoring.[3] However, little is known about their ambulatory health care use and associated costs in the US.

Methods

International Statistical Classification of Diseases and Related Health Problems, 10th Revision (ICD-10) codes were used to identify patients with CHD, as described previously (eTable in the Supplement).[2] The control group was selected from a random sample of age- and sex-matched individuals without CHD and with at least 1 year of data equivalent to that of the patients with CHD. Comorbidities were identified with Elixhauser comorbidity measures.[3] The American Heart Association/American College of Cardiology anatomic classification was used to categorize adults with CHD as having simple, moderately complex, and complex disease.[4] Wilcoxon and χ2 tests were used for comparisons of continuous and categoric variables, respectively. To estimate the independent associations of age, sex, US region, beneficiary status, comorbidities, and lesion type with costs, we used zero-inflated negative binomial models. These models accommodate the severe right skewing of costs, as well as the excess of observations with no costs, relative to the standard negative binomial distribution. Adjusted mean costs by lesion group were obtained by regression standardization, based on the fitted negative binomial models. Two-tailed P < .05 was considered statistically significant. Analyses were performed with Stata version 16.0. Data were analyzed on January 28, 2020.

Results

The mean (SD) age of 33 892 patients included in the study cohort was 35.2 (14.2) years, and 48.8% were women. Of 16 946 patients, 5168 (30.5%) had complex CHD, 5719 (33.8%) had moderately complex CHD, and 6059 (35.7%) had simple CHD. Compared with individuals without CHD, those with CHD had more comorbidities, more health care visits, and higher expenditures (Table). After multivariate adjustments, ambulatory costs remained significantly higher for all types of adults with CHD than for those without it (Figure).
Table.

Comparison of Baseline Characteristics, Health Care Use, and Costs for Adults With vs Without Congenital Heart Disease, 2016

CharacteristicsMedian (IQR)P value
ACHD (n = 16 946)Non-ACHD (n = 16 946)
Age, mean (SD), y35.2 (14.2)35.2 (14.2)>.99
Female sex, No. (%)8275 (48.8)8275 (48.8)>.99
Primary beneficiaries, No. (%)7721 (47.5)7799 (53.2)<.001
US region, No. (%)
Northeast3579 (22.0)2561 (17.5)<.001
North Central3434 (21.1)3071 (21.0)
South6894 (42.4)6656 (45.4)
West2321 (14.3)2313 (15.8)
Unknown42 (0.3)48 (0.3)
Comorbidities, No. (%)a
Any comorbidity11 547 (77.5)9230 (62.0)<.001
Cardiovascular930 (6.2)68 (0.5)<.001
Noncardiovascular3964 (26.6)2556 (17.2)<.001
Servicesb
Physician outpatient visits6.0 (3.0-12.0)3.0 (1.0-7.0)<.001
Primary care2.0 (1.0-4.0)1.0 (0.0-3.0)<.001
Cardiologists1.0 (0.0-2.0)0.0 (0.0-0.0)<.001
Other specialists0.0 (0.0-1.0)0.0 (0.0-1.0)<.001
Nonphysician outpatient visits1.0 (0.0-4.0)0.0 (0.0-2.0)<.001
Emergency department visits0.0 (0.0-2.0)c0.0 (0.0-1.0)c<.001
Prescription drug claims8.0 (1.0-18.0)3.0 (0.0-11.0)<.001
Expenditures, $d
Total cost
Ambulatory3598 (1221-9454)1068 (230-3640)<.001
Physician1120 (440-2503)375 (69-1083)<.001
Nonphysician839 (90-3413)125 (0-704)<.001
Emergency department cost2005 (993-4035)1583 (808-3209)<.001
Prescription drug cost213 (13-1237)64 (0-527)<.001
Out-of-pocket ambulatory cost802 (246-1862)261 (33-892)<.001

Abbreviations: ACHD, adults with congenital heart disease; IQR, interquartile range.

Cardiovascular comorbidities include congestive heart failure, arrhythmias, pulmonary circulation disorders, hypertension, hypercholesterolemia, coronary artery disease, peripheral vascular disorders, and stroke. Noncardiovascular comorbidities include diabetes, obesity, neurologic disorder, hypothyroidism, liver disease, peptic ulcer, AIDS, any tumor, rheumatoid arthritis/collagen vascular disease, coagulopathy, weight loss, fluid and electrolyte disorders, anemia, kidney disease, substance abuse, psychiatric disorder, and chronic pulmonary disease.

Other specialists include neurologist, endocrinologist, gastroenterologist, hematologist, infectious disease specialist, nephrologist, pulmonologist, rheumatologist, gynecologist, psychiatrist, and oncologist. These specialists were chosen because patients with congenital heart disease are known to have a higher incidence of noncardiac comorbidities that require management by these specialists.[2] Nonphysician visits include those for diagnostic testing, physical therapist, etc. We included only emergency department visits that did not result in an inpatient admission. Prescription drug claims represent the number of prescriptions filled by the beneficiary during the given period.

Values for emergency department visits represent median (IQR).

Total ambulatory cost includes the combination of total outpatient, physician outpatient, nonphysician outpatient, emergency department, and prescription drug costs. Total out-of-pocket costs include copayments, deductibles, and payments for services not covered by insurance. Out-of-pocket costs were counted as a component of the total ambulatory costs. Emergency department cost represents expenditures only for patients who had any emergency department visit.

Figure.

Adjusted Annual Total Ambulatory Costs and Out-of-Pocket Costs

Horizontal bars show each component of ambulatory health care cost (1a) and out-of-pocket cost (1b) for adults with congenital heart disease (CHD), by lesion category; the overall length of each bar indicates the total cost. Change in cost indicates the adjusted difference in overall cost compared with that for frequency-matched non-CHD patients. All costs and cost differences are adjusted for age, sex, US region, beneficiary status, and cardiac and noncardiac comorbidities. ED indicates emergency department. Lesions included within each CHD type are complex (Eisenmenger syndrome, common ventricle, hypoplastic left heart syndrome, transposition of great arteries, tetralogy of Fallot, truncus arteriosus, and endocardial cushion defect), simple (ventricular septal defect and patent ductus arteriosus), and moderately complex (Ebstein anomaly, coarctation of aorta, anomalies of the pulmonary artery, anomalies of the pulmonary valve, anomalies of the tricuspid valve, unspecified septal defects, anomalies of the great vein, subaortic stenosis, and aortic anomalies).

Abbreviations: ACHD, adults with congenital heart disease; IQR, interquartile range. Cardiovascular comorbidities include congestive heart failure, arrhythmias, pulmonary circulation disorders, hypertension, hypercholesterolemia, coronary artery disease, peripheral vascular disorders, and stroke. Noncardiovascular comorbidities include diabetes, obesity, neurologic disorder, hypothyroidism, liver disease, peptic ulcer, AIDS, any tumor, rheumatoid arthritis/collagen vascular disease, coagulopathy, weight loss, fluid and electrolyte disorders, anemia, kidney disease, substance abuse, psychiatric disorder, and chronic pulmonary disease. Other specialists include neurologist, endocrinologist, gastroenterologist, hematologist, infectious disease specialist, nephrologist, pulmonologist, rheumatologist, gynecologist, psychiatrist, and oncologist. These specialists were chosen because patients with congenital heart disease are known to have a higher incidence of noncardiac comorbidities that require management by these specialists.[2] Nonphysician visits include those for diagnostic testing, physical therapist, etc. We included only emergency department visits that did not result in an inpatient admission. Prescription drug claims represent the number of prescriptions filled by the beneficiary during the given period. Values for emergency department visits represent median (IQR). Total ambulatory cost includes the combination of total outpatient, physician outpatient, nonphysician outpatient, emergency department, and prescription drug costs. Total out-of-pocket costs include copayments, deductibles, and payments for services not covered by insurance. Out-of-pocket costs were counted as a component of the total ambulatory costs. Emergency department cost represents expenditures only for patients who had any emergency department visit.

Adjusted Annual Total Ambulatory Costs and Out-of-Pocket Costs

Horizontal bars show each component of ambulatory health care cost (1a) and out-of-pocket cost (1b) for adults with congenital heart disease (CHD), by lesion category; the overall length of each bar indicates the total cost. Change in cost indicates the adjusted difference in overall cost compared with that for frequency-matched non-CHD patients. All costs and cost differences are adjusted for age, sex, US region, beneficiary status, and cardiac and noncardiac comorbidities. ED indicates emergency department. Lesions included within each CHD type are complex (Eisenmenger syndrome, common ventricle, hypoplastic left heart syndrome, transposition of great arteries, tetralogy of Fallot, truncus arteriosus, and endocardial cushion defect), simple (ventricular septal defect and patent ductus arteriosus), and moderately complex (Ebstein anomaly, coarctation of aorta, anomalies of the pulmonary artery, anomalies of the pulmonary valve, anomalies of the tricuspid valve, unspecified septal defects, anomalies of the great vein, subaortic stenosis, and aortic anomalies). Among patients with CHD, after multivariate adjustments, factors independently associated with ambulatory costs were 10-year increase in age (cost ratio, 1.17; 95% CI, 1.13-1.21), female sex (cost ratio, 1.14; 95% CI, 1.05-1.23), primary beneficiary (cost ratio, 0.88; 95% CI, 0.81-0.96), complex CHD (cost ratio, 1.43; 95% CI, 1.29-1.59), cardiac comorbidities (cost ratio, 2.17; 95% CI, 1.90-2.46), and noncardiac comorbidities (cost ratio, 1.92; 95% CI, 1.75-2.10) (P < .005 for all).

Discussion

Annual ambulatory health care use and costs were significantly higher for commercially insured adults with CHD than those without it, even after adjusting for their baseline characteristics and comorbidities. Among adults with CHD, complex CHD and presence of comorbidities were independently associated with the highest cost ratio magnitude. This demonstrates the extraordinary health care needs of these patients with complex disease, who usually have multisystem disease,[2] and underscores the importance of developing structured work flows to appropriately allocate resources. Our novel CHD severity–specific health care cost estimates may help patients in their personal financial planning (selecting a health insurance plan that will minimize their financial risk, such as opting for employee-provided health savings plans) and policy makers in designing affordable and appropriate health plans. Our study limitations include reliance on ICD-10 codes and limited generalizability to patients who are not commercially insured. In contrast to previous studies of adults with CHD that primarily reported charges,[5,6] our estimates are directly reflective of actual costs and therefore pertinent to understanding health resources required for these patients. In conclusion, we provide data that could be useful to educate clinicians, health care organizations, and patients to guide resource allocation, enhance more efficient work flows, and inform realistic financial expectations.
  6 in total

1.  Comorbidity measures for use with administrative data.

Authors:  A Elixhauser; C Steiner; D R Harris; R M Coffey
Journal:  Med Care       Date:  1998-01       Impact factor: 2.983

2.  2018 AHA/ACC Guideline for the Management of Adults With Congenital Heart Disease: Executive Summary: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines.

Authors:  Karen K Stout; Curt J Daniels; Jamil A Aboulhosn; Biykem Bozkurt; Craig S Broberg; Jack M Colman; Stephen R Crumb; Joseph A Dearani; Stephanie Fuller; Michelle Gurvitz; Paul Khairy; Michael J Landzberg; Arwa Saidi; Anne Marie Valente; George F Van Hare
Journal:  Circulation       Date:  2019-04-02       Impact factor: 29.690

3.  Health Care Costs for Adults With Congenital Heart Disease in the United States 2002 to 2012.

Authors:  David A Briston; Elisa A Bradley; Aarthi Sabanayagam; Ali N Zaidi
Journal:  Am J Cardiol       Date:  2016-05-29       Impact factor: 2.778

4.  Trends in hospitalizations for adults with congenital heart disease in the U.S.

Authors:  Alexander R Opotowsky; Omar K Siddiqi; Gary D Webb
Journal:  J Am Coll Cardiol       Date:  2009-07-28       Impact factor: 24.094

5.  Congenital Heart Defects in the United States: Estimating the Magnitude of the Affected Population in 2010.

Authors:  Suzanne M Gilboa; Owen J Devine; James E Kucik; Matthew E Oster; Tiffany Riehle-Colarusso; Wendy N Nembhard; Ping Xu; Adolfo Correa; Kathy Jenkins; Ariane J Marelli
Journal:  Circulation       Date:  2016-07-05       Impact factor: 29.690

6.  Age- and Lesion-Related Comorbidity Burden Among US Adults With Congenital Heart Disease: A Population-Based Study.

Authors:  Anushree Agarwal; Robert Thombley; Craig S Broberg; Ian S Harris; Elyse Foster; Vaikom S Mahadevan; Anitha John; Eric Vittinghoff; Greg M Marcus; R Adams Dudley
Journal:  J Am Heart Assoc       Date:  2019-10-02       Impact factor: 5.501

  6 in total
  2 in total

1.  Ambulatory Care in Adult Congenital Heart Disease-Time for Change?

Authors:  Louise Coats; Bill Chaudhry
Journal:  J Clin Med       Date:  2022-04-06       Impact factor: 4.241

2.  Association of Insurance Status With Emergent Versus Nonemergent Hospital Encounters Among Adults With Congenital Heart Disease.

Authors:  Anushree Agarwal; Michelle Gurvitz; Janet Myers; Sarthak Jain; Abigail M Khan; Gregory Nah; Ian S Harris; Peter Kouretas; Gregory M Marcus
Journal:  J Am Heart Assoc       Date:  2021-09-25       Impact factor: 5.501

  2 in total

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