Concordance in the recording of stroke across UK primary and secondary care datasets: a population-based cohort study
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Published on: March 21, 2019
Ann Morgan1, Sarah-Jo Sinnott2, Liam Smeeth2
1Department of Occupational Medicine and Public Health, National Heart and Lung Institute, Imperial College London, London, UK a.morgan15@imperial.ac.uk.
Insights
Linking primary care and hospital records significantly improves stroke data accuracy. This approach is crucial for time-sensitive research, enhancing the reliability of stroke event recording.
Area of Science:
- Epidemiology
- Health Informatics
- Public Health
Background:
- Acute health outcome recording in primary care databases can be suboptimal.
- Previous studies indicate potential underrecording of conditions like myocardial infarction (MI).
Purpose of the Study:
- To evaluate the completeness and accuracy of stroke event recording within UK primary care.
- To compare stroke data between primary care records and hospital databases.
Main Methods:
- A population-based longitudinal cohort study design was employed.
- Stroke cases were identified using Clinical Practice Research Datalink (CPRD) and Hospital Episode Statistics (HES) data.
- The overlap and accuracy of stroke recording between CPRD and HES were assessed.
Main Results:
- Out of 75,674 total stroke events, 72.6% were in CPRD and 67.4% in HES.
- Only 40% of strokes were recorded in both datasets within a 120-day window.
- Stroke subtype accuracy was around 75% in CPRD compared to HES, with significant miscoding of ischaemic strokes.
Conclusions:
- Linking primary care (CPRD) and hospital (HES) records enhances the completeness and accuracy of stroke data.
- For time-sensitive research, utilizing linked CPRD data is strongly recommended over stand-alone records.
Background:
Previous work has demonstrated that the recording of acute health outcomes, such as myocardial infarction (MI), may be suboptimal in primary healthcare databases.
Aim:
To assess the completeness and accuracy of the recording of stroke in UK primary care.
Design & Setting:
A population-based longitudinal cohort study.
Method:
Cases of stroke were identified separately in Clinical Practice Research Datalink (CPRD) primary care records and linked Hospital Episode Statistics (HES). The recording of events in the same patient across the two datasets was compared. The reliability of strategies to identify fatal strokes in primary care and hospital records was also assessed.
Results:
Of the 75 674 stroke events that were identified in either CPRD or HES data during the period of the study, 54 929 (72.6%) were recorded in CPRD and 51 013 (67.4%) were recorded in HES. Two-fifths (n = 30 268) of all recorded strokes were found in both datasets (allowing for a time window of 120 days). Among these 'matched' strokes the subtype was recorded accurately in approximately 75% of CPRD records (compared with coding in HES); however, 43.5% of ischaemic strokes in HES were coded as 'non-specific' strokes in CPRD data. Furthermore, 48.2% had same-day recordings, and 56.2% were date-matched within ±1 day.
Conclusion:
The completeness and accuracy of stroke recording is improved by the use of linked hospital and primary care records. For studies that have a time-sensitive research question, the use of linked, as opposed to stand-alone, CPRD data is strongly recommended.
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