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Record W2172399110 · doi:10.5430/jha.v5n1p52

The storied mind: A meta-narrative review exploring the capacity of stories to foster humanism in health care

2015· review· en· W2172399110 on OpenAlexaffvenue
Rachel V. Rose, Saugata Chakraborty, Ping Mason-Lai, Willow Brocke, Stacey Page, David Cawthorpe

Bibliographic record

VenueJournal of Hospital Administration · 2015
Typereview
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsUniversity of CalgaryAlberta Health ServicesMount Royal University
FundersArnold P. Gold Foundation
KeywordsStorytellingEmpathyCompassionHumanismHealth careNarrativeActive listeningPsychologyNarrative inquirySociologyPublic relationsMedical educationEngineering ethicsMedicineSocial psychologyPolitical sciencePsychotherapistEngineeringArtLiterature

Abstract

fetched live from OpenAlex

Objective: Healthcare organizations are increasingly engaging the voice of patients and families through storytelling initiatives in hopes that this will yield compassionate and humanistic outcomes. To date, very little research is available that directly guides and justifies storytelling initiatives as a mechanism for promoting humanistic culture shifts in healthcare. This review aimed to uncover diverse research and evidence on how storytelling can be utilized to promote humanistic shifts in healthcare organizations.Methods: A meta-narrative review and analysis was undertaken including qualitative, quantitative, theoretical, and conceptual papers. Searches were restricted to English Language journals, and no time frame restrictions were made. A literature assessment form was created to guide the review using a consistent taxonomy to appraise each paper. Analysis was done in two-stages: firstly, identifying emergent themes within each research discipline; secondly, comparing and contrasting themes from the different disciplines.Results: A total of 115 papers were identified for review resulting from the literature review protocol. Eighty-three papers were included in the final review: 48 papers from Healthcare/Medicine combined, 28 from Business, 14 from Education, 5 from Organizational Development and 19 from Humanities (inclusive of Psychology and Communications). There were three key findings: 1) Storytelling promotes sense-making while also perpetuating bias; 2) Stories are uniquely primed to elicit empathy and compassion; 3) Story listening and how stories are interacted with by the listener are key considerations for organizations aiming to shift culture.Conclusions: This review solidifies storytelling as a mechanism suited to furthering humanistic practices in healthcare while contributing new knowledge in support of developing policies, strategies and research initiatives that account for how stories are understood and the processes that encourage reflection and interaction by listeners.

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)0.016
metaresearch head score (Gemma)0.073
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: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.016
Threshold uncertainty score0.084

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.073
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.005
Bibliometrics0.0100.007
Science and technology studies0.0010.002
Scholarly communication0.0060.007
Open science0.0020.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.230
GPT teacher head0.439
Teacher spread0.209 · 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
GenreReview

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

Citations36
Published2015
Admission routes2
Has abstractyes

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