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Published on: October 15, 2021
Intracerebral hemorrhage: positive predictive value of diagnosis codes in two nationwide Danish registries
Stine Munk Hald1,2, Christine Kring Sloth1,2, Sabine Morris Hey1,2
1Department of Neurology, Odense University Hospital, Odense, Denmark, dgaist@health.sdu.dk.
Insights
The Danish Stroke Registry (DSR) shows high validity for intracerebral hemorrhage (ICH) diagnoses. The Danish National Patient Registry (DNPR) has lower validity for spontaneous ICH, especially for patients only in DNPR.
Area of Science:
- Neurology
- Epidemiology
- Health Informatics
Background:
- Accurate diagnosis of intracerebral hemorrhage (ICH) is crucial for stroke research and patient care.
- The Danish Stroke Registry (DSR) and Danish National Patient Registry (DNPR) are key sources for stroke data in Denmark.
- Assessing the validity of diagnoses within these registries is essential for reliable epidemiological studies.
Purpose of the Study:
- To determine the positive predictive value (PPV) of intracerebral hemorrhage (ICH) diagnoses recorded in the Danish Stroke Registry (DSR) and the Danish National Patient Registry (DNPR).
- To evaluate the accuracy of both any ICH (a-ICH) and spontaneous ICH (s-ICH) diagnoses.
- To compare the validity of ICH diagnoses based on whether patients are recorded in one or both registries.
Main Methods:
- A sample of 500 patients with ICH diagnoses from 2010-2015 in the DSR and DNPR were analyzed.
- Positive predictive values (PPVs) were calculated using discharge summaries and brain imaging reports (minimal data).
- A subsample (n=100) with full medical records and imaging was used to compare minimal vs. extensive data validation.
Main Results:
- The DSR demonstrated high PPVs for a-ICH (94%) and s-ICH (85%).
- The DNPR showed lower PPVs for a-ICH (88%) and notably for s-ICH (75%).
- PPVs for s-ICH were significantly lower for patients exclusively in the DNPR (49%) compared to those in both registries (86%) or DSR only (80%).
Conclusions:
- ICH diagnoses in the DSR are highly valid for epidemiological research.
- While DSR s-ICH diagnoses are valid, DNPR s-ICH validity is lower, particularly for patients solely in that registry.
- Minimal data, including discharge summaries and imaging reports, proved feasible and valid for identifying ICH location.
Purpose:
The purpose of this study is to establish the validity of intracerebral hemorrhage (ICH) diagnoses in the Danish Stroke Registry (DSR) and the Danish National Patient Registry (DNPR).
Patients And Methods:
We estimated the positive predictive value (PPV) of ICH diagnoses for a sample of 500 patients from the DSR (patients recorded under ICH diagnosis) and DNPR (International Classification of Diseases, version 10, code I61) during 2010-2015, using discharge summaries and brain imaging reports (minimal data). We estimated PPVs for any ICH (a-ICH) and spontaneous ICH (s-ICH) alone. Furthermore, we assessed PPVs according to whether patients were recorded in both or only one of the registries. Finally, in a subsample with ICH diagnoses with access to full medical records and original imaging studies (extensive data, n=100), we compared s-ICH diagnosis and hemorrhage location after use of extensive vs minimal data.
Results:
In the DSR, the PPVs were 94% (95% CI, 91%-96%) for a-ICH and 85% (95% CI, 81%-88%) for s-ICH. In the DNPR, the PPVs were 88% (95% CI, 84%-91%) for a-ICH and 75% (95% CI, 70%-79%) for s-ICH. PPVs for s-ICH for patients recorded in both registries, DSR only, and DNPR only were 86% (95% CI, 82-99), 80% (95%CI, 71-87), and 49% (95%CI, 39-59), respectively. Evaluation of extensive vs minimal data verified s-ICH diagnosis in 98% and hemorrhage location in 94%.
Conclusion:
The validity of a-ICH diagnoses in DSR and DNPR is sufficiently high to support their use in epidemiologic studies. For s-ICH, validity was high in DSR. In DNPR, s-ICH validity was lower, markedly so for the small subgroup of patients only recorded in this registry. Minimal data including discharge summaries and brain imaging reports were feasible and valid for identifying ICH location.
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