Related Experiment Video
Updated: Apr 14, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Validity of diagnostic coding for undernutrition in hospitals
Nicklas Højgaard Rasmussen1, Reimar Wernich Thomsen2, Henrik Højgaard Rasmussen3
1Faculty of Health Sciences, Aarhus University, Denmark.
ICD-10 codes for undernutrition in Danish hospitals show limited accuracy. The study found that only 70.9% of coded undernutrition cases were confirmed, highlighting the need for caution when using these diagnoses.
Area of Science:
- Clinical Nutrition
- Health Informatics
- Hospital Administration
Background:
- Accurate diagnosis coding is crucial for patient care and health system management.
- Undernutrition is a significant health concern in hospitalized patients.
- The International Classification of Diseases, 10th Revision (ICD-10) is widely used for diagnostic coding.
Purpose of the Study:
- To evaluate the accuracy of ICD-10 diagnostic codes for undernutrition in Danish hospitals.
- To assess the concordance between ICD-10 codes and the Nutritional Risk Screening 2002 (NRS-2002) guidelines.
- To determine the positive predictive value (PPV) of undernutrition diagnoses in hospital discharge records.
Main Methods:
- A random sample of hospitalized patients with an undernutrition diagnosis (2002-2011) from the North Denmark Region was reviewed.
- Medical records were analyzed to determine the PPV of the undernutrition diagnosis.
- The study stratified analyses by calendar period, hospital type, patient demographics, and specialty.
Main Results:
- The positive predictive value for any confirmed undernutrition was 70.9% (95% CI: 63.5-77.6).
- The PPV for definite (screening-confirmed) undernutrition was only 11.0% (95% CI: 6.8-16.7).
- Only 26.2% of patients with an undernutrition code had been screened using the NRS-2002.
Conclusions:
- There is modest agreement between ICD-10 codes for undernutrition and the NRS-2002 standard in Danish hospitals.
- Hospital discharge registry data for undernutrition should be interpreted with caution.
- Improved diagnostic practices and adherence to screening guidelines are recommended.
Related Concept Videos
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...
Formulating and Validating Nursing Diagnosis II
Risk nursing diagnoses represent clinical judgments of an individual, family, or community more vulnerable to developing the health problem than others...
Formulating and Validating Nursing Diagnosis I
There are thirteen domains...
Role of Communication in the Nursing Process I: Assessment and Diagnosis
The nursing process considers the patient's emotional and physical well-being. The process can be repeated or stopped at any point if judged essential. Assessment is the first step in the nursing...
Data Validation
Nursing assessment guides are generally based on holistic models rather than medical...
Nursing Diagnosis
The nursing diagnosis focuses on evidence-based...

