Microdosing as a Response to the Meaning Crisis: A Qualitative Analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The use of psychedelic substances in both humanistic and mainstream clinical research has been increasing in the last decade. In particular, the practice of microdosing—ingesting sub-hallucinogenic doses of psychedelics—has been increasing in popularity, but large-scale qualitative analyses are still uncommon. This study attempted to recognize emergent themes in qualitative reports regarding the experience of microdosing to enrich the theoretical landscape in psychedelic research and propose future research directions for both basic and clinical research. Participants were people who reported microdosing at least once in the last year; they described their experiences using an online survey. Data from 118 informative responses suggested four main emergent themes: reasons for microdosing, the practice of microdosing itself, outcomes linked to microdosing, and meta-commentary about microdosing. We use meaning-making theory and propose that, even at low doses, psychedelic substances can provide a sense of meaning. Our results suggest that many of the reported benefits occur regardless of motivation to microdose and are likely due to the enhanced psychological flexibility and a sense of connectedness made possible due to the use of psychedelics. Double-blind, placebo-controlled experiments are required to substantiate these reports.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.006 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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 it