MétaCan
Menu
Back to cohort
Record W4404059132 · doi:10.1111/dar.13973

Australian psychologists' attitudes towards psychedelic‐assisted therapy and training following a world‐first drug down‐scheduling

2024· article· en· W4404059132 on OpenAlexaff
Jordan J. Negrine, Cheneal Puljević, Jason Ferris, Paul Liknaitzky, Christopher M. Perlman, Timothy Piatkowski

Bibliographic record

VenueDrug and Alcohol Review · 2024
Typearticle
Languageen
FieldPsychology
TopicPsychedelics and Drug Studies
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsPsychologyMental healthNonprobability samplingSnowball samplingCompetence (human resources)Psychological interventionClinical psychologyApplied psychologyMedical educationPsychiatryMedicineSocial psychology

Abstract

fetched live from OpenAlex

INTRODUCTION: This study explores the attitudes of psychologists towards psychedelics and psychedelic-assisted therapy (PAT) following the world-first regulatory changes in 2023 in Australia which permitted psilocybin and 3,4-methylenedioxy-methamphetamine (MDMA) to be used in clinical services. METHODS: A purposive sample of 20 Australian psychologists was recruited using snowball sampling. Semi-structured interviews were conducted which explored participants' attitudes, knowledge and concerns about PAT. Data were coded and analysed to identify and develop theme categories. RESULTS: Most psychologists exhibited positive attitudes towards psychedelics and their therapeutic potential, viewing them as promising for addressing chronic mental health conditions like depression. However, there was a notable concern regarding the limited evidence on efficacy and potential adverse experiences, as well as the complexity of the individualised treatment protocol. Despite enthusiasm, many psychologists had limited detailed knowledge about the interventions themselves. The need for comprehensive education and training programs, including exposure to psychedelic experiences and credible higher education institutions, was emphasised to ensure competence in administering PAT. DISCUSSION AND CONCLUSIONS: Psychologists displayed notably positive attitudes towards PAT, likely reflecting both shifting perceptions of psychedelics and self-selection bias within the sample. Despite this optimism, concerns were raised about psychiatric risks and the necessity for comprehensive and reputable training and supervision. The cohort showed openness to both novel treatments and innovative training methods, underscoring the importance of enhancing educational frameworks to ensure effective implementation of PAT.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.888
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.166
GPT teacher head0.429
Teacher spread0.263 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations8
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueDrug and Alcohol ReviewSame topicPsychedelics and Drug StudiesFrench-language works237,207