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Defining Cannabis Use Disorder in Administrative Health Data: A Systematic Review of Case Definitions and Validation
Anees Bahji1,2,3,4, Mohammad Idris Alemi, Geoffrey Messier3,4,5
1Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Case definitions for cannabis use disorder (CUD) in administrative data lack validation and vary widely, impacting accurate CUD estimates. Standardized, validated definitions are crucial for reliable cannabis epidemiology and research.
Area of Science:
- Epidemiology
- Health Services Research
- Public Health Policy
Background:
- Reliable case definitions (CDs) for cannabis use disorder (CUD) are vital for surveillance and research.
- Increasing reliance on administrative health data necessitates robust CUD definitions.
- Current diagnostic coding practices and limited validation may compromise CUD estimate accuracy.
Purpose of the Study:
- To systematically identify, describe, and appraise CUD operationalization in administrative health data.
- To examine coding strategies and validation practices for CUD within these data sources.
- To assess the reliability of existing CUD definitions for research and policy.
Main Methods:
- Systematic literature search following PRISMA guidelines across major databases.
- Inclusion of studies using International Classification of Diseases (ICD) codes for CUD in administrative data.
- Independent data extraction and methodological quality assessment using the Newcastle-Ottawa Scale.
Main Results:
- 56 studies met inclusion criteria, primarily using ICD-9/ICD-10 codes for CUD identification.
- Operational details of CUD definitions varied significantly by jurisdiction and coding framework.
- No studies reported explicit internal or external validation of their CUD case definitions.
- Reported CUD prevalence estimates showed extreme variability (0.06% to 76.9%).
Conclusions:
- Existing CUD case definitions in administrative data are highly variable and lack empirical validation.
- This variability and lack of validation limit the reliability of CUD estimates for surveillance and comparative research.
- Standardized and validated CUD definitions are essential for advancing cannabis epidemiology and ensuring reproducible research.
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