National records show cannabis dependence among patients with ADHD and bipolar…
Substance use diagnoses among patients who present to federally run mental health facilities with co-morbid ADHD and bipolar disorder between 2013-2023: a national analysis using random forest methods.
AI Summary
This observational national analysis examined substance use disorder diagnoses among patients with co-occurring ADHD and bipolar disorder who presented to federally run mental health facilities from 2013 to 2023. Researchers analyzed existing client-level records and used trend analysis and random forest models to identify patterns and predictors. They identified 5,691 patients with both conditions; the recorded rate increased by 0.01% per year starting in 2016. The abstract reports that all patients had a documented substance use disorder.
The most frequently reported diagnoses included unspecified substance dependence, alcohol dependence, and cannabis dependence (450 patients; 7.9%). Age, education, employment, and marital status were identified as important predictors. Because this study analyzed records rather than assigning exposures, it cannot show that cannabis or another substance caused these diagnoses, or establish why the observed trend occurred. This is an abstract-based summary; the abstract does not provide enough detail to assess diagnostic definitions or how representative these facility patients are of people with both conditions more broadly.
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