Related Experiment Video
Updated: Mar 14, 2026

Design of Cecal Ligation and Puncture and Intranasal Infection Dual Model of Sepsis-Induced Immunosuppression
Published on: June 15, 2019
Severe sepsis in the ICU is often missing in hospital discharge codes
S B Wilhelms1,2, S M Walther3,4, F Huss5,6
1Department of Anaesthesia and Intensive Care, Linköping University, Linköping, Sweden.
Insights
International Classification of Diseases (ICD) code abstraction strategies often fail to accurately identify severe sepsis patients. This study found most severe sepsis patients did not have corresponding ICD codes upon discharge, impacting epidemiological research.
Area of Science:
- Critical Care Medicine
- Epidemiology
- Health Informatics
Background:
- International Classification of Diseases (ICD) codes are used for severe sepsis epidemiology.
- Existing ICD code abstraction strategies vary in their application.
- Accurate patient identification is crucial for epidemiological studies.
Purpose of the Study:
- To compare three ICD code abstraction strategies against the American College of Chest Physicians/Society of Critical Care Medicine (ACCP/SCCM) consensus criteria for severe sepsis.
- To evaluate the accuracy of ICD code abstraction in identifying severe sepsis patients in an intensive care setting.
Main Methods:
- Utilized data from the Swedish Intensive Care Registry (2005-2009) including 9271 severe sepsis patients (≥ 18 years).
- Cross-referenced patients with the Swedish National Patient Register to assess fulfillment of ICD code compilations for severe sepsis at hospital discharge.
- Compared three established ICD code abstraction strategies (Angus et al., Flaatten, Martin et al.) against ACCP/SCCM criteria.
Main Results:
- A majority of severe sepsis patients (55.4%) were discharged without ICD codes matching any abstraction strategy.
- Only 10.3% of patients had ICD codes aligning with all three tested strategies.
- Proportions of patients identified by specific strategies were: Angus et al. (15.1%), Flaatten (39.8%), and Martin et al. (16.0%).
Conclusions:
- Current ICD code abstraction strategies are insufficient for accurately identifying severe sepsis patients based on ACCP/SCCM criteria.
- A significant disconnect exists between clinical diagnosis of severe sepsis and hospital discharge ICD coding.
- This inaccuracy hinders reliable epidemiological studies of severe sepsis.
Background:
Different International Classification of Diseases (ICD)-based code abstraction strategies have been used when studying the epidemiology of severe sepsis. The aim of this study was to compare three previously used ICD code abstraction strategies to the American College of Chest Physicians/Society of Critical Care Medicine (ACCP/SCCM) consensus criteria for severe sepsis, in a setting of intensive care patients.
Methods:
All patients (≥ 18 years of age) with severe sepsis according to the ACCP/SCCM criteria registered in the Swedish Intensive Care Registry (2005-2009) were included in the study. Using the Swedish National Patient Register, we investigated whether these patients fulfilled an ICD code compilation for severe sepsis at hospital discharge.
Results:
Overall, 9271 patients with severe sepsis were registered in the Swedish Intensive Care Registry. A majority of these patients (55.4%) were discharged from the hospital with ICD codes that did not correspond to any of the ICD code compilations. A minority of patients (10.3%) were discharged with ICD codes corresponding to all three code abstraction strategies applied. Overall, the proportion of patients discharged with ICD codes corresponding to the criteria of Angus et al. was 15.1%, to the criteria of Flaatten was 39.8%, and to the criteria of Martin et al. was 16.0%.
Conclusions:
A majority of patients with severe sepsis according to the ACCP/SCCM criteria were not discharged with ICD codes corresponding to the ICD code abstraction strategies; thus, the abstraction strategies did not identify the correct patients.
Related Concept Videos
Discharge Summary Forms
Here's a detailed look at the key components and guidelines for preparing a discharge summary:
Healthcare Associated Infections I: Iatrogenic, Exogenic and Endogenic
HAIs significantly increase the cost of health care. Extended stays in healthcare institutions, increased disability, increased costs of medications, including specialized antibiotics, and prolonged recovery times add to the patient's expenses and the healthcare institution and funding bodies.
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
Hospitals-I
Hospitals-II
Nurses that work in...
