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.

Journal of addictive diseases • • Moderately Relevant
🤖

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.

💡 Key Findings

1
In records from 2013–2023, 5,691 patients had co-occurring ADHD and bipolar disorder, and all had a documented substance use disorder.
High
95%
2
Cannabis dependence was recorded for 450 patients (7.9%); it was one of the three most common substance use diagnoses reported.
High
95%
3
The recorded rate of co-occurring ADHD and bipolar disorder increased by 0.01% per year starting in 2016; the abstract does not establish the cause of this trend.
High
90%
4
Age, education, employment, and marital status were identified as important predictors in the random forest models.
High
85%

📄 Original Abstract

BACKGROUND/OBJECTIVES: Although substance use disorder is common in patients with attention deficit hyperactivity disorder or bipolar disorder, limited recent data exist for those with these co-occurring conditions. Our study analyzes recent trends and predictors of these diagnoses. METHODS: We conducted a secondary analysis of 2013-2023 Mental Health Client-Level Data, identifying patients with co-morbid ADHD and bipolar disorder and their SUD prevalence. Joinpoint regression was used to analyze trends, and random forest models identified the most important predictors. RESULTS: Between 2013 and 2023, 5,691 patients (0.008%) had comorbid ADHD and bipolar disorder, with rates increasing by 0.01% per year starting in 2016 (p < 0.0001). All patients had a documented SUD. Most patients were White (75.7%) and unemployed (1,284; 22.6%). The most common SUD diagnoses were 1) other unspecified substance dependence (665, 11.7%), 2) alcohol dependence (474, 8.3%), and 3) cannabis dependence (450, 7.9%). Key predictors included age, education, employment, and marital status. CONCLUSIONS: Our study identified the most common types of SUDs among those with co-morbid ADHD and bipolar disorder and associated risk factors. This will guide prevention and early intervention to reduce adverse outcomes.

Explore More Research

Stay informed about the latest cannabis science.

Your stash, decoded.