Validating ICD-10 Algorithms for Identifying Patient Safety Indicators Through 10,655 Charts Review

ICD-10 coded administrative data demonstrate high specificity and NPV but varied sensitivity and PPV in identifying PSIs. Restricting to type II codes improves PPV but reduces sensitivity. Tailoring coding strategies to specific surveillance or quality improvement goals is critical.

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Publication Details

Journal
Medical Care
Published
2026-02-25
DOI
https://doi.org/10.1097/mlr.0000000000002300
Primary Topic
Medical Coding and Health Information
Type
article
Field-Weighted Citation Impact
0.00
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article

Validating ICD-10 Algorithms for Identifying Patient Safety Indicators Through 10,655 Charts Review

Cheligeer Cheligeer, Guosong Wu, Jie Pan, Cathy A Eastwood et al.
Medical Care
Medical Coding and Health Information
article

Validating ICD-10 Algorithms for Identifying Patient Safety Indicators Through 10,655 Charts Review

Cheligeer Cheligeer, Guosong Wu, Jie Pan, Cathy A Eastwood, Hude Quan, Danielle A. Southern, Yuan Xu
article en

Abstract

ICD-10 coded administrative data demonstrate high specificity and NPV but varied sensitivity and PPV in identifying PSIs. Restricting to type II codes improves PPV but reduces sensitivity. Tailoring coding strategies to specific surveillance or quality improvement goals is critical.

Medical Care
Cape Breton University (CA), University of Calgary (CA)
Openalex Percentile: Top 45%
Medical Coding and Health Information
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