MétaCan
Menu
Back to cohort
Record W4402364642 · doi:10.1007/s10459-024-10363-x

“I seemed calmer, clearer, and better able to react to challenging situations”: phenomenological reflections on learning about mindfulness in health professions education

2024· article· en· W4402364642 on OpenAlexafffundabout
Elizabeth Anne Kinsella, Kirsten Sarah Smith, Allison Chrestensen

Bibliographic record

VenueAdvances in Health Sciences Education · 2024
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsCentre for Addiction and Mental HealthMcGill University Health Centre
FundersSocial Sciences and Humanities Research CouncilSocial Sciences and Humanities Research Council of Canada
KeywordsMindfulnessHealth professionsPsychologyInterpretative phenomenological analysisPsychotherapistMedical educationPedagogyMedicineSociologyQualitative researchHealth carePolitical scienceSocial science

Abstract

fetched live from OpenAlex

It is widely acknowledged that healthcare practitioner well-being is under threat, as many factors like excessive workloads, perceived lack of organizational support, the rapid introduction of new technologies, repercussions of the COVID-19 pandemic, and other factors have transformed the health care workplace. Distress, anxiety and burnout are on the rise, and are particularly concerning for health professions' students who must navigate challenging academic and clinical demands, in addition to personal responsibilities. While not a panacea for the systemic issues at play, 'mindfulness practices' have shown some promise in supporting students to navigate stressful environments. Yet despite calls for more phenomenological studies, little is known about health professions students' lived experiences of learning about and using mindfulness in higher education contexts. The objective of this hermeneutic phenomenological study was to inquire into the first-hand lived experiences of health professions students by examining their written reflections on learning about and using mindfulness in a higher education context. The study reports on themes identified in an analysis of students' phenomenological reflections written during and following a mindfulness elective course offered at a Canadian University. The analysis revealed four predominant themes: (a) reframing perceptions, (b)'being' while 'doing', (c) witnessing the struggle, and (d) compassion for self and others. In a time when health professionals are increasingly under strain, and systemic reform is needed but slow to take shape, the findings of this study reveal potential affordances of mindfulness for helping students to navigate the myriad of challenges they face. The findings are unique in their in-depth exploration of students' reflections on the experience of learning about and engaging in 'mindfulness practices' in a higher education context. The findings contribute first-hand perspectives to the evolving field of mindfulness education research and generate new conversations about mindfulness education in the health professions curriculum.

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)0.010
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.012
Threshold uncertainty score0.052

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0120.029
Scholarly communication0.0080.007
Open science0.0030.009
Research integrity0.0050.011
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 head0.084
GPT teacher head0.522
Teacher spread0.439 · 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 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

Citations4
Published2024
Admission routes3
Has abstractyes

Explore more

Same venueAdvances in Health Sciences EducationSame topicHealthcare professionals’ stress and burnoutFrench-language works237,207