Related Experiment Video
Updated: Apr 21, 2026

Author Spotlight: Advancements and Challenges in Hepatitis B Virus Detection
Published on: December 15, 2023
Coding algorithms for identifying patients with cirrhosis and hepatitis B or C virus using administrative data.
Bolin Niu1, Kimberly A Forde, David S Goldberg
1Department of Medicine, University of Pennsylvania, Philadelphia, PA, United States.
International Classification of Disease, Ninth Revision, Clinical Modification (ICD-9-CM) codes accurately identify patients with cirrhosis and hepatitis B or C virus (HBV, HCV). These validated codes are useful for future epidemiological research on disease burden.
Area of Science:
- Hepatology
- Epidemiology
- Health Informatics
Background:
- Administrative data, including ICD-9-CM codes, are used for hepatitis B or C virus (HBV, HCV) research.
- Validation of ICD-9-CM codes for identifying cirrhotic patients with HBV or HCV outside the Veterans Health Administration is lacking.
- Accurate identification of patient cohorts is crucial for epidemiological and cost-effectiveness studies.
Purpose of the Study:
- To validate the positive predictive value (PPV) of ICD-9-CM codes for identifying cirrhotic patients with chronic hepatitis B or C virus (HBV, HCV).
- To assess the reliability of ICD-9-CM coding algorithms in a large healthcare system for epidemiological research.
Main Methods:
- Evaluation of the PPV of ICD-9-CM codes in a diverse healthcare system (University of Pennsylvania Health System).
- Review of a random sample of 200 cirrhotic patients with HCV codes and 150 with HBV codes.
- Analysis of variations in coding algorithms using inpatient and outpatient data.
Main Results:
- The PPV for identifying HCV among cirrhotic patients was 88.0% (using 1 inpatient or 2 outpatient codes).
- The PPV for identifying HBV among cirrhotic patients was 81.3% (using 1 inpatient or 2 outpatient codes).
- Different combinations of ICD-9-CM codes were evaluated to optimize PPV.
Conclusions:
- ICD-9-CM codes demonstrate a high PPV for identifying chronic HBV and HCV in cirrhotic patients.
- Validated ICD-9-CM codes are suitable for future epidemiologic studies on disease burden.
- These codes can aid in the proper allocation of healthcare resources for HBV and HCV management.
Related Concept Videos
Hepatitis
Cirrhosis I: Introduction
Effect of Hepatic Disease on Pharmacokinetics: Pathophysiologic Assessment and Liver Function Test
Viral Hepatitis I: Introduction

