Bringing narratives from physicians, patients and caregivers together: a scoping review of published research
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.
Bibliographic record
Abstract
Patients and family caregivers tell different stories about their illness and care experiences than their physicians do. Better understanding of the relationships among these narratives could offer insight into intersections and disconnections in patient, caregiver and physician perceptions of illness and care. Such understanding could support enhanced patient-centred care in medical education and practice. Narrative writing is increasingly common among physicians, patients and caregivers and uniquely positioned to reveal matters of concern to these groups. We conducted a scoping review to identify literature in which first-person narratives from more than one group (physicians, patients and/or caregivers) were considered as 'data'. A search strategy involving nine databases located 6337 citations. Two reviewers independently screened titles and abstracts. Full-text screening followed (n=82), along with handsearching of grey literature and bibliographies. Of these, 22 met inclusion criteria. Most pieces analysed narratives by patients and caregivers (n=13), followed by patients, caregivers and physicians (n=7) and patients and physicians (n=2). Only nine pieces compared perspectives among any of these groups. The rest combined narratives for analysis, largely patient and caregiver stories (n=12). Most of the 22 papers used descriptive content analysis to derive themes. Themes of humanity, identity, agency and communication intersect between groups but often manifest in unique ways. What is absent, however, is a more interpretive narrative analysis of structure, orientation and characterisation within these narratives, which may reveal even more than their content. This scoping review offers a cautionary tale of lost potential. Many narratives are gathered and analysed but usually only thematically and rarely comparatively. We call for researchers to explore the potential of comparative analysis and the power of narrative inquiry in the field. Comparative narrative analysis may enrich understanding of how differences between perspectives come to be and what they mean for the experience of illness and care.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it