Deductible imputation in administrative medical claims datasets.

Elizabeth Q CliffJulia C P EddelbuettelMark Katz MeiselbachMatthew D Eisenberg

Published in: Health services research (2024)

In the absence of plan structure data, imputing plan-specific modes of individual annual deductible spending best correlates with true deductibles and best predicts enrollees in HDHPs.

Keyphrases

healthcare
health insurance
electronic health record
big data
rna seq
machine learning
data analysis
artificial intelligence