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Record W4396599183 · doi:10.1080/02791072.2024.2341811

Exploring Cultural Competence, Inclusivity, and Diversity in Ketamine Assisted Psychotherapy: A Phenomenological Study

2024· article· en· W4396599183 on OpenAlexaff
Dave Rojas, Diane C. Zelman, Alexander O. Hauson, Irina Alexander

Bibliographic record

VenueJournal of Psychoactive Drugs · 2024
Typearticle
Languageen
FieldPsychology
TopicPsychedelics and Drug Studies
Canadian institutionsAlchemy (Canada)
Fundersnot available
KeywordsPsychotherapistPsychologyCultural competenceDiversity (politics)Competence (human resources)Phenomenology (philosophy)SociologyPedagogySocial psychologyEpistemologyAnthropologyPhilosophy

Abstract

fetched live from OpenAlex

Black, Indigenous, and People of Color (BIPOC), and other minoritized populations are insufficiently represented in research on therapeutic psychedelics. This research was a phenomenological qualitative exploration of a culturally diverse (Hispanic, African American, Asian, Native American, biracial, or LGBTQIA+) and low-income sample of 15 individuals receiving ketamine-assisted psychotherapy (KAP) at a sliding-scale fee community clinic. Participants were interviewed after a ketamine session, after a ketamine integration session, and one month later. The interviews inquired about mental and emotional state prior to treatment and the treatment context (traditionally called set and setting), preparation for treatment, experiences during the ketamine and integration sessions, barriers to treatment, perceived stigma if any, reflections on KAPs’ impact, and relevance of culture to the treatment. The current analysis, which focuses on participant comments related to diversity, equity, and inclusion that are uniquely relevant to this sample and the research goals, yielded four major themes: Insufficient Financial Resources, Race, Ethnicity, and LGBTQIA+, Stigma, and Culture and Ritual. Themes and subthemes are presented accompanied by representative quotes. Results demonstrate the high salience of culture in the KAP experience and the need to incorporate issues of race, culture, stigma, ritual, and socioeconomic status into treatment planning and outcome research.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.626
Threshold uncertainty score0.764

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.234
GPT teacher head0.400
Teacher spread0.166 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations2
Published2024
Admission routes1
Has abstractyes

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