MétaCan
Menu
Back to cohort
Record W2943356145 · doi:10.1007/s12671-019-01142-6

Principles for a Responsible Integration of Mindfulness in Individual Therapy

2019· article· en· W2943356145 on OpenAlexaff
Johannes Michalak, Catherine Crane, Christopher K. Germer, Eluned Gold, Thomas Heidenreich, Johannes Mander, Petra Meibert, Zindel V. Segal

Bibliographic record

VenueMindfulness · 2019
Typearticle
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsThe Scarborough HospitalUniversity of Toronto
FundersWellcome Trust
KeywordsMindfulnessMeditationPsychotherapistPsychologyPsychological interventionCognitive therapyClinical psychologyCognitionPsychiatry

Abstract

fetched live from OpenAlex

Abstract Objectives Mindfulness-based interventions (MBIs) like mindfulness-based stress reduction (MBSR) and mindfulness-based cognitive therapy (MBCT) teach mindfulness in a group-based format. Empirical research has shown that many therapists working in individual therapy integrate mindfulness practices (e.g., body scan, sitting meditation) into their treatments. However, research on this topic is in its infancy. The purpose of this paper is to present recommendations for a responsible use of mindfulness in individual therapy. Methods Informed by a literature review, an expert group developed guidelines for a responsible use of mindfulness in individual therapy. Results Recommendations for the following issues were developed: (a) different types of integration; (b) diagnoses/clinical problems for which integration of mindfulness in individual therapy could be useful; (c) qualification of therapists; (d) case formulation; (e) the inquiry process; (f) types and optimal duration of mindfulness practices in individual therapy; (g) managing difficult experiences; (h) integration of mindfulness into individual therapy training programs. Finally, we formulate important topics for research on the integration of mindfulness into individual therapy. Conclusions By formulating recommendations for the most important issues of the integration of mindfulness into individual therapy, we want to stimulate the discussion on a responsible use of mindfulness in this setting. Since research on this topic is scarce, our recommendations can only be tentative.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.072
metaresearch head score (Gemma)0.033
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.072
Threshold uncertainty score0.382

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0720.033
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.001
Science and technology studies0.0030.023
Scholarly communication0.0050.006
Open science0.0040.007
Research integrity0.0070.011
Insufficient payload (model declined to judge)0.0020.001

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 head0.087
GPT teacher head0.361
Teacher spread0.273 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations34
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueMindfulnessSame topicMindfulness and Compassion InterventionsFrench-language works237,207