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Record W2100491405 · doi:10.1177/1049732304269888

Qualitative Metasynthesis: Reflections on Methodological Orientation and Ideological Agenda

2004· review· en· W2100491405 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

VenueQualitative Health Research · 2004
Typereview
Languageen
FieldDecision Sciences
TopicMeta-analysis and systematic reviews
Canadian institutionsUniversity of AlbertaUniversity of British Columbia
FundersNational Institute of Nursing Research
KeywordsCredibilityEnthusiasmQualitative researchDeconstruction (building)IdeologyEpistemologySociologyEngineering ethicsPsychologyPolitical scienceSocial psychologySocial sciencePoliticsLaw

Abstract

fetched live from OpenAlex

In an era of pressure toward evidence-based health care, we are witnessing a new enthusiasm for qualitative metasynthesis as an enterprise distinct from conventional literature reviews, secondary analyses, and the many other scholarly endeavors with which it is sometimes confused. This article represents the reflections of five scholars, each ofwhom has authored a distinct qualitative metasynthesis strategy. By providing the reader a glimpse into the tradition of their various qualitative metasynthesis projects, these authors offer a finely nuanced examination of the tensions between comparison and integration, deconstruction and synthesis, and reporting and integration within the metasynthesis endeavor. In so doing, they account for many of the current confusions about representation and generalization within the products of these inquiries. Through understanding the bases of their unique angles of vision, the reader is invited to engage in their commitment to scholarly integrity and intellectual credibility in this emerging methodological challenge.

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)0.761
metaresearch head score (Gemma)0.496
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Meta-epidemiology (broad), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMetaresearch, Insufficient payload (model declined to judge)
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.793
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.7610.496
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0180.004
Bibliometrics0.0030.008
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0020.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0060.010

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 head0.998
GPT teacher head0.874
Teacher spread0.124 · 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