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Record W4403199384 · doi:10.3126/fwr.v2i1.70514

Narrative Inquiry: A Critical Examination of Its Theoretical Foundations and Methodological Applications

2024· article· en· W4403199384 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

VenueFar Western Review · 2024
Typearticle
Languageen
FieldHealth Professions
TopicDigital Storytelling and Education
Canadian institutionsWestern University
Fundersnot available
KeywordsNarrativeEpistemologySociologyPsychologyCognitive sciencePhilosophyLinguistics

Abstract

fetched live from OpenAlex

This review article offers an in-depth examination of narrative inquiry, a methodological approach dedicated to exploring individual stories to gain insights into their experiences. The article begins by introducing narrative inquiry, elucidating its origins, significance, and applicability across various disciplines. It then explores narrative inquiry as a research design, highlighting its capacity to facilitate an in-depth exploration of personal and social narratives. The review proceeds to outline the procedural steps involved in conducting narrative research, encompassing the formulation of research questions, data collection, and the interpretation of narrative data. Following this, the article details the methods for data analysis within narrative inquiry, emphasizing the critical roles of contextual and thematic analysis in revealing underlying meanings. The discussion concludes with an examination of ethical considerations pertinent to narrative inquiry, emphasizing the importance of maintaining confidentiality and privacy for participants. Through this comprehensive review, the article aims to furnish researchers and scholars with a robust understanding of narrative inquiry, including its methodological underpinnings and practical applications.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.941
Threshold uncertainty score0.575

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.320
GPT teacher head0.563
Teacher spread0.242 · 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