Validity and Reliability of Administrative Coded Data for the Identification of Hospital-Acquired Infections: An Updated Systematic Review with Meta-Analysis and Meta-Regression Analysis.

Olga Redondo González Jose María Tenias Burillo Ángel Arias Alfredo J Lucendo

Published in: Health services research (2017)

Administrative coded data may not be sufficiently accurate or reliable for the majority of HAIs. Still, subgrouping and algorithmic coding as tools for improving ACD validity deserve further investigation, specifically for prosthetic SSIs. Analyzing a potential lower discriminative ability of ICD-10 coding system is also a pending issue.

Keyphrases

electronic health record
big data
high resolution
data analysis
machine learning
acute care
risk assessment
artificial intelligence