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Completeness and generalizability of the Swedish MS register
Peter Alping1, Thomas Frisell2, Anna He3,4
1Division of Clinical Epidemiology, Department of Medicine, Karolinska Institutet, Maria Aspmans gata 30A, 171 64, Solna, Stockholm, Sweden. peter.alping@ki.se.
European Journal of Epidemiology
|July 24, 2025
Summary
The Swedish Multiple Sclerosis (MS) Register is largely complete but may underrepresent older individuals and those with lower socioeconomic status. These factors are crucial for understanding MS patient populations.
Area of Science:
- Neurology
- Epidemiology
- Public Health
Background:
- The Swedish Multiple Sclerosis (MS) Register is a vital national resource for clinical care and research.
- Assessing the representativeness of the MS register is crucial for the generalizability of its findings.
- Previous studies have not comprehensively evaluated the register's completeness and potential biases.
Purpose of the Study:
- To determine the completeness of the Swedish MS Register.
- To identify and quantify potential demographic and socioeconomic disparities between individuals included in the register and those not included.
- To inform the interpretation of research findings derived from the Swedish MS Register.
Main Methods:
- Utilized linked national registers to identify all individuals with Multiple Sclerosis (MS) in Sweden up to December 2020.
- Defined prevalent and incident MS cases based on diagnostic criteria in the National Patient Register.
- Employed overlap weighting to adjust for age differences when comparing included versus non-included individuals.
Main Results:
- The Swedish MS Register achieved 85% completeness for prevalent cases and 87% for incident cases in 2020.
- Completeness varied significantly by county, ranging from 67% to 94%.
- Individuals not included in the register were generally older, had lower socioeconomic status (less income and education), and had higher healthcare utilization (hospitalizations, prescribed drugs).
Conclusions:
- The Swedish MS Register demonstrates high overall completeness but exhibits potential underrepresentation of older individuals, those diagnosed later in life, and those from lower socioeconomic backgrounds.
- These identified disparities may impact the generalizability of findings from the register.
- Researchers and clinicians should consider these limitations when utilizing data from the Swedish MS Register.
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