Journal of Medical Economics · 2017 · 50 citations · 14 references
PharmacyNephrologyPharmacoeconomicsCost-effectiveness AnalysisPharmacoeconomic ModelingResource Utilization AnalysisChronic Kidney DiseaseDiabetic NephropathyRenal DiseaseRenal Function TestingRenal Function TestsRenal ImpairmentChronic Kidney Disease StagingCkd StagingComorbid Chronic DiseaseEconomic Burden Of DiseaseEconomic Burden Of IllnessHealthcare Utilization MeasurementNegative Binomial ModelsNegative Binomial Regression
Objective: To estimate real-world healthcare utilization and expenditures across the spectrum of chronic kidney disease (CKD), as determined by estimated glomerular filtration rate (eGFR) categories in patients with diabetes.Methods: This study employed a retrospective cohort study design using the Truven Healthcare and Claims Dataset from 2009–2012. Index date was defined as the first eGFR value during a continuous enrollment period of 24 months. Cohorts of patients were stratified by Kidney Disease: Improving Global Outcomes CKD stage based on eGFR (stages 1: ≥90 mL/min/1.73 m2; 2: 60–89; 3A: 45–59; 3B: 30–44; 4: 15–29; 5: <15). Healthcare expenditures (total patient and payer paid claims) and utilization (number of claims or visits) were estimated 12-months post-index date using generalized linear modeling and negative binomial modeling, respectively, after adjusting for baseline characteristics.Results: Of 130,098 patients with an index eGFR value and 24-months continuous enrolment, 64,521 (49.59%) were in stage 1 CKD, 47,816 (36.75%) were in stage 2, 13,377 (10.28%) were in stage 3A, 3,217 (2.47%) were in stage 3B, 898 (0.69%) were in stage 4, and 269 (0.21%) were in stage 5. Patients in stages 3A, 3B, and 4 CKD had 1.32 (95% CI = 1.22–1.43), 1.59 (95% CI = 1.41–1.80), and 2.65 (95% CI = 2.23–3.14) times higher rates of diabetes-associated inpatient visits, respectively, compared with stage 1 CKD patients. Patients in stages 3A, 3B, and 4 CKD had increased incremental total annual healthcare expenditures of $1,732 (95% CI = $1,109–$2,356), $2,632 (95% CI = $1,647–$3,619), and $6,949 (95% CI = $5,466–$8,432), respectively, compared with stage 1 CKD patients.Limitations: The claims data were generated for billing and reimbursement, not for research purposes.Conclusions: These real-world data suggest an incremental and significant increase in economic burden in diabetes as kidney function declines, starting with moderate (stage 3A) CKD.
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A New Equation to Estimate Glomerular Filtration Rate
Andrew S. Levey, Lesley A. Stevens, Christopher H. Schmid et al. · Annals of Internal Medicine · 2009 · 25.7K citations
Pharmacy, Nephrology, Physiology +12
Temporal Trends in the Prevalence of Diabetic Kidney Disease in the United States
Ian H. de Boer · JAMA · 2011 · 1.1K citations · Full text
Medical Costs of CKD in the Medicare Population
Amanda Honeycutt, Joel E. Segel, Xiaohui Zhuo et al. · Journal of the American Society of Nephrology · 2013 · 267 citations