Related Experiment Video
Updated: Jul 30, 2026

Multimodality Diagnosis of Mesenteric Ischemia
Published on: July 21, 2023
The accuracy of diagnosis and procedural codes for patients with upper GI hemorrhage
G S Cooper1, A Chak, L E Lloyd
1Department of Medicine, Division of Gastroenterology, University Hospitals of Cleveland, Cleveland, OH 44106, USA.
Background:
Little is known about the accuracy of diagnostic and procedural codes for common gastrointestinal (GI) conditions and endoscopic procedures.
Methods:
Eight hundred eighty-two patients with upper GI hemorrhage admitted in 1994 to 1 of 13 regional hospitals were studied. Based on endoscopy reports, the source of hemorrhage, performance of upper endoscopy and use of endoscopic therapy were determined, and we assessed the sensitivity and positive predictive value of discharge codes for measuring the source of hemorrhage and use of upper endoscopy.
Results:
The sensitivity and positive predictive value of principal diagnosis coding for source of hemorrhage were typically 85% to 95%. The sensitivity and predictive value of coding for upper endoscopy were 97.7% and 99.9%, respectively, and were 72.3% and 99.4%, respectively, for endoscopic therapy. Accuracy did not differ between the 4 major teaching and 9 other hospitals.
Conclusions:
Hospital-based diagnostic and procedural codes are a reasonably accurate source of data for clinical and outcomes analyses of upper GI hemorrhage. In particular, it is possible to discern from these data the source of hemorrhage and the overall use of upper endoscopy.
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