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Record W4410638703 · doi:10.2196/74225

Functional Elements of Entrusted Professional Activities for Dental Educators: Protocol for a Scoping Review

2025· review· en· W4410638703 on OpenAlexvenueno aff
Noraini Abu Bakar, Nurhanis Syazni Roslan, Muhammad Ain ul-Haq, Yasmin Mastura Brynes, Muhamad Saiful Bahri Yusoff

Bibliographic record

VenueJMIR Research Protocols · 2025
Typereview
Languageen
FieldMedicine
TopicInnovations in Medical Education
Canadian institutionsnot available
FundersInternational Islamic University MalaysiaUniversiti Sains Malaysia
KeywordsPreprintProtocol (science)Medical educationMedicineEngineering ethicsPsychologyEngineeringAlternative medicineComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

BACKGROUND: Assessing the competencies of health profession educators presents significant challenges, leading to the suggestion of implementing Entrustable Professional Activities (EPAs) as a potential solution. EPAs refer to the authority granted to individuals to perform tasks with a specified level of trust and competence. The concept of EPAs emerged from the complexities of competency-based medical education. This scoping review highlights the emerging yet underdeveloped field of EPAs for dental educators. Despite their established utility in medical education, the concept remains relatively novel for dental educators, with limited literature and inconsistent application across studies. OBJECTIVE: This paper presents a scoping review protocol aimed at systematically elucidating the extent, range, and nature of the literature on EPAs for dental educators, as evaluated in the included resources. This review seeks to answer the following research question: what are the key functional elements of EPAs for dental educators as described in the existing literature? METHODS: This scoping review will be conducted in accordance with the framework outlined by Arksey and O'Malley, enhanced by the Joanna Briggs Institute (JBI) guidelines. The literature search will use a 3-step strategy across 5 electronic databases (PubMed, Google Scholar, Scopus, Cochrane Library, and ProQuest), along with additional screening of gray literature. Primary data from relevant studies published from the introduction of EPAs in 2005 through 2024 will be analyzed. This review will include peer-reviewed literature focused on EPAs, specifically those involving dental educators in undergraduate, postgraduate, or continuing education contexts. Studies of any design (qualitative, quantitative, or mixed methods), as well as conceptual papers and reviews, will be considered. Only English-language studies will be included. The literature search process will involve a librarian, while study selection and evidence charting will be conducted by 4 independent reviewers. These reviewers will independently screen titles, abstracts, and full texts against the inclusion criteria. Data will be charted using a standardized extraction form and analyzed thematically. RESULTS: Findings will be presented in both tabular and narrative formats, highlighting the range, characteristics, and key components of EPAs relevant to dental educators. In addition, these findings will be mapped to the competencies of dental educators. This review is estimated to be completed within 6 months and aims to identify gaps for future research, ultimately supporting the advancement of competency-based dental education. The results of this review will serve as a foundation for a larger study focused on developing a framework of EPAs specifically tailored for dental educators. CONCLUSIONS: The identification of EPAs and their themes provides an initial framework that can guide the development of more structured, competency-based academic roles for dental educators. A tailored EPA framework holds promise not only for clarifying faculty expectations and enhancing performance assessment but also for supporting faculty development. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/74225.

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)0.114
metaresearch head score (Gemma)0.141
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Protocol · Consensus signal: Protocol
Teacher disagreement score0.114
Threshold uncertainty score0.603

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1140.141
Meta-epidemiology (narrow)0.0050.005
Meta-epidemiology (broad)0.0110.016
Bibliometrics0.0190.017
Science and technology studies0.0050.006
Scholarly communication0.0080.009
Open science0.0060.008
Research integrity0.0090.007
Insufficient payload (model declined to judge)0.0540.011

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 head0.478
GPT teacher head0.710
Teacher spread0.232 · 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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreProtocol

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

Citations2
Published2025
Admission routes1
Has abstractyes

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