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Obstacles to Implementing Evidence‐Based Dentistry: A Focus Group‐Based Study

2008· article· en· W2234906779 on OpenAlex
Karin Hannes, David Norré, Jo Goedhuys, Ignace Naert, Bert Aertgeerts

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

VenueJournal of Dental Education · 2008
Typearticle
Languageen
FieldDentistry
TopicDental Research and COVID-19
Canadian institutionsCochrane
Fundersnot available
KeywordsFlemishFocus groupGovernment (linguistics)Medical educationHealth carePsychologyQualitative researchEvidence-based dentistryMedicineNursingAlternative medicinePolitical scienceSociology

Abstract

fetched live from OpenAlex

In many countries, questions have been raised about the use of evidence-based practice (EBP) in oral health care. The call for an increase in EBP seems to face many obstacles. Only limited empirical studies address these obstacles. We present a qualitative study that explores the obstacles that Flemish (Belgian, Dutch-speaking) dentists experience in the implementation of EBP in routine clinical work. We collected data from discussions in focus groups. Seventy-nine dentists participated. The data were analyzed using constant comparative analysis. Three major categories of obstacles were identified. These categories relate to obstacles in 1) evidence, 2) partners in health care (medical doctors, patients, and government), and 3) the field of dentistry. Our findings suggest that educators should provide communication skills to aid decision making, address the technical dimensions of dentistry, promote lifelong learning, and close the gap between academics and general practitioners (dentists) in order to create mutual understanding. The obstacles identified are considered useful to support future quantitative research that can be generalized to a broader group.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.058
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.094
GPT teacher head0.431
Teacher spread0.337 · 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