2017
DOI: 10.1016/j.ahj.2017.01.003
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Trends in health care expenditure among US adults with heart failure: The Medical Expenditure Panel Survey 2002-2011

Abstract: Background Population-based national data on the trends in expenditures related to heart failure (HF) is scarce. Assessing the time trends in health care expenditures for HF in the United States can help to better define the burden of this condition. Methods Using 10-year data (2002–2011) from the national Medical Expenditure Panel Survey (weighted sample of 188,708,194 U.S adults aged ≥18 years) and a two-part model (adjusting for demographics, comorbidities and time); we estimated adjusted mean and increme… Show more

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Cited by 54 publications
(37 citation statements)
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“…The method of estimating costs was not explicitly stated in the majority of studies (58/87; 67%) (ESM 3). Based on the reviewers’ interpretation, 41 studies employed a bottom-up approach (cost profile is constructed using disaggregated patient-level data), seven used a top-down approach [ 47 , 64 , 65 , 71 , 74 , 76 , 90 ] (total expenditure divided by number of patients treated), and one study [ 25 ] used a mixed costing method. Information reported by the remaining studies ( n = 38, only published as abstracts) did not allow for conclusions to be drawn on the costing approach.…”
Section: Resultsmentioning
confidence: 99%
See 1 more Smart Citation
“…The method of estimating costs was not explicitly stated in the majority of studies (58/87; 67%) (ESM 3). Based on the reviewers’ interpretation, 41 studies employed a bottom-up approach (cost profile is constructed using disaggregated patient-level data), seven used a top-down approach [ 47 , 64 , 65 , 71 , 74 , 76 , 90 ] (total expenditure divided by number of patients treated), and one study [ 25 ] used a mixed costing method. Information reported by the remaining studies ( n = 38, only published as abstracts) did not allow for conclusions to be drawn on the costing approach.…”
Section: Resultsmentioning
confidence: 99%
“…Most of the included studies captured costs for outpatient medication and physician visits within the total medical cost estimated; only seven studies itemized outpatient visit costs separately from other medical costs [ 25 , 34 , 46 , 57 , 64 , 76 , 86 ], which had a range from $297 [ 86 ] to $3859 [ 64 ] per patient. Yoon et al [ 76 ] estimated the annual average cost per patient per type of outpatient healthcare, including medical/surgical costs ($8487), diagnostic costs ($2178), behavioral costs ($550), other costs ($973), and pharmacy costs ($2904).…”
Section: Resultsmentioning
confidence: 99%
“…It is well accepted in health economics that it is the estimated population mean cost that is the statistic of interest to policy makers, 19,20 and this approach of modeling mean cost has been widely published in the medical literature. [21][22][23] Although several methods have been developed and used in studying health care costs, the generalized linear model (GLM), especially the gamma regression model, 24 has been commonly used in the literature, 22,25,26 as it behaves well in the estimation of population means of health care costs, and does not require the normality and homoscedasticity assumptions of the data and avoids bias associated with retransforming to the raw scale. 27 In this study, a multivariable GLM employing a gamma distribution with a log-link function 24 was used to examine the association between the main outcome of hospital costs and SMM, while adjusting for several potential confounding variables: maternal age, race/ethnicity (non-Hispanic white, non-Hispanic black, Hispanic, other, and unknown), singleton/multiple gestations, primary payer (private insurance, Medicaid, self-pay, other), delivery method (vaginal, cesarean), hospital bed size (small, medium, large), hospital location/teaching status (rural, urban nonteaching, urban teaching), and hospital region (Northeast, Midwest, South, West).…”
Section: Methodsmentioning
confidence: 99%
“… 3 Compared to individuals without HF, the patients with HF have a 4-fold higher mean of healthcare expenditures. 6 …”
Section: Introductionmentioning
confidence: 99%