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Record W4380082686 · doi:10.29333/ajqr/13239

Experiences of Advanced Standing Program Nursing Students and Instructors Practicing Transcendental Meditation

2023· article· en· W4380082686 on OpenAlexaff
Catherine Aquino‐Russell, Khaldoun Aldiabat, Enam Alsrayheen

Bibliographic record

VenueAmerican Journal of Qualitative Research · 2023
Typearticle
Languageen
FieldPsychology
TopicMindfulness and Compassion Interventions
Canadian institutionsNova Scotia Health AuthorityCape Breton UniversityCape Breton Regional HospitalUniversity of New Brunswick
Fundersnot available
KeywordsTranscendental meditationThematic analysisMeditationIntervention (counseling)NursingNurse educationPsychologyCertificationMedical educationMedicineQualitative researchSociology

Abstract

fetched live from OpenAlex

Little is known about the experiences of Advanced Standing Program (ASP) nursing students and instructors who practice Transcendental Meditation® (TM®). The purpose of this qualitative study was to uncover themes from the written descriptions of ASP nursing students and instructors who were taught to practice TM in order to gain a deeper understanding of how this practice might have meaning for and influence their lives and well-being. At the same time, discovering ways that TM could be incorporated into nursing education and practice as an effective stress reduction intervention and opportunity to enhance nursing care. Thematic analysis was employed. Twenty students and three instructors volunteered and were provided with education sessions by certified TM teachers involving the correct way to practice TM twice per day. Written descriptions were collected via written monthly reflective journals over 11 months. Descriptions were analyzed from the journal entries, uncovering major themes describing the experiences of participants when practicing TM and the resulting positive impact on their lives for managing stress, enhancing productivity, and improving relationships. In conclusion, recommendations involve the use of TM to be introduced and implemented as a useful stress reduction intervention tool in nursing programs for students and their instructors.

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)0.003
metaresearch head score (Gemma)0.008
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 score0.004
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0040.005
Scholarly communication0.0030.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.324
GPT teacher head0.663
Teacher spread0.340 · 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

Citations1
Published2023
Admission routes1
Has abstractyes

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