What the research can, and cannot, say
The published record around ibogaine includes case reports, observational cohorts, retrospective accounts, open-label investigations, and smaller clinical studies. Across opioid-use disorder, alcohol-use disorder, PTSD, and related indications, the questions are not identical: studies may examine withdrawal experience, self-reported use, retention, symptom scales, adverse events, or longer-term follow-up. These measures can be informative without being interchangeable.
For opioid-use disorder in particular, the literature has often focused on short-term changes following administration and subsequent self-reported outcomes. For alcohol-use disorder and PTSD, the evidence base is earlier and more heterogeneous. Sample sizes are commonly limited, comparison groups may be absent, follow-up can be incomplete, and participant selection may constrain how broadly a finding applies. These are reasons to interpret a signal cautiously, not reasons to ignore the question.
Comparison matters
Without a suitable control or comparator, changes over time cannot be confidently assigned to one intervention.
Measures differ
Withdrawal, substance use, symptom scores, and functioning answer related but distinct questions.
Context shapes results
Expectation, attrition, recall, concurrent support, and selection can all influence reported outcomes.