2014
DOI: 10.3111/13696998.2014.979292
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Factors associated with increased healthcare costs in Medicare Advantage patients with type 2 diabetes enrolled in a large representative health insurance plan in the US

Abstract: These results demonstrate that QR provides additional insight compared to traditional OLS regression modeling, and may be more useful for informing resource allocation to patients most likely to benefit from interventions. This study highlights that the impact of clinical and demographic characteristics on the economic burden of the disease vary across the continuum of healthcare costs. Understanding factors that drive costs on an individual patient level provide important insights that will help in ameliorati… Show more

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Cited by 32 publications
(23 citation statements)
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“…Progression of non-dialysis CKD is known to be associated with escalating healthcare costs [6, 8, 22]. In an a analysis of 83,705 adults with type 2 diabetes enrolled in a Medicare Advantage plan, Stage 4 CKD was associated with an incremental cost increase of $33,131 relative to stage 1 or no CKD in the 98 th percentile of total costs [22].…”
Section: Discussionmentioning
confidence: 99%
See 1 more Smart Citation
“…Progression of non-dialysis CKD is known to be associated with escalating healthcare costs [6, 8, 22]. In an a analysis of 83,705 adults with type 2 diabetes enrolled in a Medicare Advantage plan, Stage 4 CKD was associated with an incremental cost increase of $33,131 relative to stage 1 or no CKD in the 98 th percentile of total costs [22].…”
Section: Discussionmentioning
confidence: 99%
“…In an a analysis of 83,705 adults with type 2 diabetes enrolled in a Medicare Advantage plan, Stage 4 CKD was associated with an incremental cost increase of $33,131 relative to stage 1 or no CKD in the 98 th percentile of total costs [22]. In a study of Medicare enrollees, CKD was estimated to increase the average Medicare payment for part A by a factor of 12.1 and for part B by a factor of 4.4 among men.…”
Section: Discussionmentioning
confidence: 99%
“…Patients with diabetic nephropathy, especially those with severe stages of nephropathy such as chronic kidney disease and ESRD [1215], incur higher economic burden compared to those without renal impairment [1618]. In addition, patients who progress to severe stages of kidney disease experience higher rates of all-cause hospitalization and healthcare resource utilization (HRU) [13], and patients’ incremental costs associated with the progression of chronic kidney disease are significantly higher than those of patients without renal impairment [12, 15]. …”
Section: Introductionmentioning
confidence: 99%
“…Although some of these disparities are owing to real differences in disease prevalence, the lower prevalence should be more than offset by the disproportionate societal expense of caring for patients with kidney disease. 2,133135 For example, in 2011, although ESRD patients comprised only 1.4% of the Medicare population, they consumed more than 7% of Medicare resources. 136 Campaigns to increase patient and physician awareness are critical to streamline recruitment to trials of therapies for CKD.…”
Section: Emerging Therapies For Chronic Kidney Diseasementioning
confidence: 99%