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Record W3200721426 · doi:10.1093/fampra/cmab111

Exploring health coaching and mindfulness as levers for transformation in health: stakeholder perspectives

2021· article· en· W3200721426 on OpenAlexaff
Rahul Gupta, Maureen Mayhew, Robert Woollard, Karen Gelb

Bibliographic record

VenueFamily Practice · 2021
Typearticle
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsMedicineHealth coachingPsychological interventionFocus groupThematic analysisCoachingNursingMental healthMindfulnessToolboxStakeholderHealth careMedical educationQualitative researchPsychologyPublic relationsPsychotherapistIntervention (counseling)Psychiatry

Abstract

fetched live from OpenAlex

BACKGROUND: Health coaching (HC) and mindfulness (MFN) are proven interventions for mobilizing patients' inner resources and are slowly being integrated into public primary care. Since 2015 the medical community in Gibsons BC has integrated physician-led HC and MFN-based programs into team-based care. This exploratory study aimed to understand the mechanisms by which these rural programs helped both patients and clinicians, and to elicit priorities for future study in these fields. METHODS: Using a qualitative participant-engaged constructivist approach in focus groups and large-group graphic facilitation, we elicited perspectives from patients and their physicians during a 1-day event held in September 2018. Thematic analysis of transcripts using Nvivo identified emergent themes that were regularly reviewed with coresearchers, and member checked with participants via online videoconferences held at 6 weeks and 4 months postevent. RESULTS: We identified six main themes relating to the successful implementation of these programs: (i) accessibility and affordability, (ii) offering a toolbox of practical skills, (iii) providing attuned and openhearted care, (iv) generating hope and self-efficacy, (v) experiencing a shared humanity and connection, and (vi) addressing the health of the whole person. CONCLUSION: These themes highlight critical qualities of HC and MFN programs when implemented in a Medicare system. Key features include reducing stigma around mental health through making programs physician-led and a natural part of primary care, enriching accessibility through public funding, and enhancing patient agency through cultivating embodied awareness, self-compassion, and interpersonal skills. These themes inform the next steps to support upscaling these programs to other communities.

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.702
Threshold uncertainty score0.535

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.322
GPT teacher head0.418
Teacher spread0.096 · 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 designQualitative
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

Citations1
Published2021
Admission routes1
Has abstractyes

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