Getting High or Getting By? An Examination of Cannabis Motives, Cannabis Misuse, and Concurrent Psychopathology in a Sample of General Community Adults
Bibliographic record
Abstract
OBJECTIVE: Few studies have examined cannabis motives in adults and, although associations between cannabis use and psychiatric conditions are well documented, there has been limited investigation of the intersection of cannabis use, cannabis motives, and psychopathology. In a sample of community adults, the present study examined cannabis motives in relation to cannabis misuse, and investigated whether motives linked cannabis misuse with concurrent psychiatric symptoms. METHOD: Participants (N = 395; M age = 34.8; %F = 47.6; % White = 81.3%) completed assessments related to cannabis misuse, cannabis use motives, and symptoms of depression, anxiety, PTSD, and somatic experiences. Bivariate correlations, hierarchical regressions, and indirect effect analyses were performed to examine associations between motives and cannabis misuse and to investigate mechanistic relationships between psychiatric symptoms and cannabis misuse. RESULTS: Regressions revealed significant associations between cannabis misuse and social (β = .13, P < .02), enhancement (β = .12, P < .02), and coping motives (β = .48, P < .001). Indirect effects were present such that coping motives consistently linked psychiatric and somatic symptoms with cannabis misuse (anxiety: unstandardized effect = 0.26,and 95% CI = 0.17-0.37; depression: unstandardized effect = 0.12, CI = 0.11-0.25; PTSD: unstandardized effect = 0.07, CI = 0.04-0.10; somatic symptoms: unstandardized effect = 0.20, CI = 0.11-0.30). In addition, enhancement motives exhibited an indirect effect (unstandardized effect = 0.02, CI = 0.002-0.04) between depressive symptoms and cannabis misuse. CONCLUSION: These results support a negative reinforcement motivational profile as the predominant pattern in adult cannabis users, albeit with links to enhancement and social motives. This motivational profile is especially pronounced with regard to comorbid psychopathology and cannabis misuse. These results support the importance of treatment strategies targeting maladaptive coping to address cannabis misuse and co-occurring psychopathology.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".