Related Experiment Video
Updated: Jun 23, 2026

Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
[Garbage in - garbage out? Validity of coded diagnoses from GP claims records]
1Zentrum für Human- und Gesundheitswissenschaften, Institut für Gesundheitssystemforschung, Charité Universitätsmedizin Berlin. erler@allgemeinmedizin.uni-frankfurt.de
Context:
ICD-10-coded diagnoses from claims records are frequently used as morbidity indicators for research as well as for risk adjustment purposes in quality management and remuneration. A requirement for this application is the high validity of the diagnoses. In GP practices in particular, it is questionable whether claims-based diagnoses realistically reflect the health problems of patients treated over a one year period.
Methods:
In a retrospective cross-sectional study of a random sample of 250 patients from 10 GP practices we examined whether, on the basis of the patients' medical records, health problems treated in the year 2003 matched claims-based diagnoses within the same time period.
Results:
In spite of a high mean of 6.1 claims-based diagnoses per patient, health problems treated within the study period were under-reported in 30% of the cases, mainly relating to non-severe diagnoses frequently encountered in GP practice, chronic conditions not requiring medication, and diagnoses justifying a screening test. An over-reporting for diseases not treated within the study period was observed in 19% of the cases, most often in the case of permanent chronic conditions. In 11% of cases the ICD-10 codes of claims-based diagnoses and the diagnoses in the medical records did not match ("erroneous codes"). For six of the diagnoses most common in GP practice (hypertension, diabetes, hyperlipoproteinemia, cardiovascular disease, back pain, and acute respiratory tract infections) correctness at 71-93% was higher than completeness (56-86%).
Conclusion:
The low validity of ICD-10-coded diagnoses from GP claims records calls their usefulness as morbidity indicators into question.
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 assessment...
Formulating and Validating Nursing Diagnosis I
There are thirteen domains for...
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...
Diagnostic and Statistical Manual of Mental Disorders (DSM)
Legal Guidelines for Documentation
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...