Open AccessA Predictive Model for Progression of Chronic Kidney Disease to Kidney Failure Using a Large Administrative Claims Database
Author(s) -
Dingwei Dai,
Paula J Alvarez,
Steven D. Woods
Publication year - 2021
Publication title -
clinicoeconomics and outcomes research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.591
H-Index - 27
ISSN - 1178-6981
DOI - 10.2147/ceor.s313857
Subject(s) - medicine , kidney disease , receiver operating characteristic , logistic regression , diabetes mellitus , heart failure , database , endocrinology , computer science
To create an appropriate chronic kidney disease (CKD) management program, we developed a predictive model to identify patients in a large administrative claims database with CKD stages 3 or 4 who were at high risk for progression to kidney failure.