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Record W3177114069 · doi:10.3917/spub.211.0127

Créer une communauté de pratique sur la recherche interventionnelle en santé mondiale

2021· article· fr· W3177114069 on OpenAlexaff
Amandine Fillol, Valéry Ridde, Alexandre Dumont, Yves Martin‐Prével

Bibliographic record

VenueSanté Publique · 2021
Typearticle
Languagefr
FieldHealth Professions
TopicHealth Policy Implementation Science
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

INTRODUCTION: In the French-speaking world, specifically in France, intervention research in global health has yet to be fully developed institutionally. The Institute of Research for Development (IRD) is one of the major public actors in global health research in France. Within this institute, researchers publish and communicate little on intervention research despite the fact that this is part of their daily work. This is why, for the past several years, the health and society department of the IRD has been working towards institutionalizing a network of IRD actors in population health intervention research (PHIR). OBJECTIVE: The objective of this article is to analyze the needs of global health actors and elements that will allow for the construction of a community of practice in order to initiate an institutional anchoring of intervention research in global health through the mobilization of IRD actors. METHOD: Qualitative research was carried out in 2017 including individual and group interviews. The results yielded several observations: 1) a definition of PHIR that differs according to the participants, 2) a need to strengthen formal and informal interactions to respond to the need for training and sharing experiences, to reinforce encounters and interpersonal bonds, to increase communication and visibility of implemented actions, 3) the participants’ desire to evolve together to overcome certain inherent challenges of global health such as interdisciplinarity, North-South partnerships, or communication with different populations. CONCLUSION: Conducting population health intervention research requires a certain amount of reflection on the ways in which research is done and implies significant changes in the daily lives and work of researchers. It is essential to have institutional support to develop this, such as a community of practice. However, the absence of this community of practice three years later illustrates the operational challenges of implementing such an initiative.

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 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)0.032
metaresearch head score (Gemma)0.068
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMetaresearch, Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.549
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0320.068
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0160.001

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 head0.559
GPT teacher head0.643
Teacher spread0.084 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
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

Citations0
Published2021
Admission routes1
Has abstractyes

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