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Record W2522812329 · doi:10.7748/nr.2016.e1430

The research relationship in narrative enquiry

2016· article· en· W2522812329 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueNurse Researcher · 2016
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsNarrativeNarrative inquiryEmpathyNarrative networkNarrative criticismPower (physics)PsychologyVulnerability (computing)StorytellingGossipSociologySocial psychologyComputer scienceLinguistics

Abstract

fetched live from OpenAlex

Background Many nurse researchers have embraced narrative methods because of the power of the stories they produce. Narrative enquiry relies on stories for data. Stories are the tools with which people build a sense of their experience of the world and the vehicle by which they share that sense with others. In narrative research, it is essential to follow themes beyond individual stories through to analysis at the social level. The researcher must understand the significance of the narrative for others and for society. Narrative lends itself particularly well to studies of changes in a society and societal groups. Aim To define and describe approaches to narrative enquiry, address their uses and usefulness, and identify potential issues. Discussion Narrative methods require the development of trust. Researchers and participants must understand their roles as well as the processes and intent of the research. While narrative approaches provide powerful stories through which issues can be understood, they must be approached with careful consideration of the power imbalance in the relationship, the vulnerability of the participant and the potential misuse of empathy in influencing outcomes. Conclusion Narrative enquiry provides powerful data to answer important research questions meaningfully. Researchers using narrative enquiry must be mindful of the power of the bond formed in the sharing of stories and not encourage participants to share more than they intend. Implications for practice Nurse researchers need to understand their role as researcher in their relationships with participants and view the powerful stories they are told as a way of answering research questions, not as a call to engage therapeutically to solve problems.

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.

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)0.005
metaresearch head score (Gemma)0.015
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.640
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.262
GPT teacher head0.514
Teacher spread0.253 · 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