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Record W2231035450 · doi:10.7202/1086786ar

Étude comparative de la métasynthèse et de la méta-analyse qualitative

2007· article· fr· W2231035450 on OpenAlexaffvenue
Vincent Beaucher, France Jutras

Bibliographic record

VenueRecherches qualitatives · 2007
Typearticle
Languagefr
FieldMedicine
TopicMusculoskeletal pain and rehabilitation
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Ce mémoire fait le point sur une méthode d'analyse secondaire de recherches qualitatives, la métasynthèse. Pour ce faire, nous nous penchons sur les écrits de plusieurs auteurs et nous tentons d'établir des consensus, par exemple, sur sa définition, ses buts, ses composantes, ses limites. Avant d'entrer dans le coeur de la métasynthèse, nous abordons brièvement la méta-analyse qualitative, une méthode d'analyse secondaire plus connue et plus utilisée. Cela permet de mettre en relief les approches d'analyse secondaire en qualitatif et surtout de dégager les différences entre la méta-analyse qualitative et la métasynthèse. Ensuite, l'analyse des textes sur le sujet permet de décrire la métasynthèse. Il ressort que ses finalités sont de produire une nouvelle compréhension ou une théorie nouvelle par rapport à un phénomène. Le consensus n'est cependant pas atteint chez les auteurs sur le potentiel de la métasynthèse, de plus amples réflexions et écrits se révélant nécessaires.

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)0.208
metaresearch head score (Gemma)0.364
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesMetaresearch
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.792
Threshold uncertainty score0.976

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.2080.364
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0060.011
Bibliometrics0.0200.021
Science and technology studies0.0030.005
Scholarly communication0.0120.011
Open science0.0040.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0120.001

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 head0.203
GPT teacher head0.563
Teacher spread0.360 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designTheoretical or conceptual
DomainMethods
GenreEmpirical

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

Citations35
Published2007
Admission routes2
Has abstractyes

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