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Record W7083023827 · doi:10.17135/jdhs.2025.25.3.227

Accreditation Standards in Dental Hygiene Education: Global Comparison and Implications

2025· article· en· W7083023827 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of dental hygiene science · 2025
Typearticle
Languageen
FieldComputer Science
TopicGeochemistry and Geologic Mapping
Canadian institutionsnot available
Fundersnot available
KeywordsAccreditationAccountabilityDental hygieneQuality (philosophy)StakeholderQuality managementPublic healthHigher education

Abstract

fetched live from OpenAlex

Background: Accreditation plays a vital role in ensuring the quality of dental hygiene education and the professional accountability of dental hygienists. Countries such as the United States, Canada, the United Kingdom, and Australia have established national-level systems, whereas South Korea’s accreditation framework is still in the early stages of institutionalization. This study aimed to compare the dental hygiene education accreditation systems across five countries and draw policy implications for the development of South Korea’s system. Methods: A qualitative comparative analysis was conducted based on official guidelines, reports, and peer-reviewed literature. The analysis focused on five core domains, namely the mission of the accreditation body, classification of accreditation status and validity period, composition of evaluation panels, content of and emphasis on accreditation criteria, and post-accreditation monitoring systems. A comparative analytical framework was developed using internationally recognized standards, including those from the American Dental Education Association and World Health Organization. Results: All five countries shared common goals of promoting educational quality and patient safety. The United States, Canada, United Kingdom, and Australia emphasized cultural competence, social accountability, and outcome-based evaluations in their accreditation criteria. These countries also included broader stakeholder representation in their evaluation panels and adopted flexible risk-based monitoring systems. In contrast, South Korea’s system primarily focused on structural metrics, such as faculty ratios and facility adequacy, with limited integration of learning outcomes or public engagement. The post-evaluation feedback and improvement mechanisms in South Korea remain underdeveloped. Conclusion: To enhance its accreditation system, South Korea should adopt more outcome-oriented criteria, diversify the composition of evaluators, and implement risk-based post-accreditation monitoring. These efforts will strengthen the effectiveness of the system, align it with international standards, and ultimately contribute to improving public oral health and professional competence of dental hygienists.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.196
Threshold uncertainty score0.354

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.011
GPT teacher head0.325
Teacher spread0.315 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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
Published2025
Admission routes1
Has abstractyes

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