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Record W4409660871 · doi:10.1371/journal.pgph.0004521

Development and validation of School Oral Health Promotion Program “SOHEPP” oral health video for the training of adolescents and teachers in Ibadan, Nigeria

2025· article· en· W4409660871 on OpenAlexaff
Folake Barakat Lawal, Ejiro Idiga, Omotayo Francis Fagbule, Adeola Temitope Williams, Okeme Ohwoka, Chukwuma Emmanuel Asika, A A Dedeke, Ochuko Bright Akpobi, Olanrewaju Ajeigbe, Abimbola Oladayo, Moyosoreoluwa Dorcas Shadare, Omolara Moriliat Odu, Olayinka Egbokhare, Mary E. Osuh, OI Opeodu, Olushola Ibiyemi, Taiwo Lawal, O O Bankole, Gbemisola Aderemi Oke

Bibliographic record

VenuePLOS Global Public Health · 2025
Typearticle
Languageen
FieldDentistry
TopicDental Research and COVID-19
Canadian institutionsDurham College
FundersWellcome TrustStyrelsen för Internationellt Utvecklingssamarbete
KeywordsMedical educationHealth promotionMedicinePromotion (chess)Public healthPsychologyNursingPolitical science

Abstract

fetched live from OpenAlex

Presently, in Nigeria, as in many other developing countries, oral health promotion programs remain the responsibility of the public health dentists. This responsibility is now being threatened, particularly with persistent short supply of dentists in general. Recent evidence showed that peers and school-teachers trained by dentists can effectively anchor oral health promotion programs. However, the sustainability of this method of oral health promotion is further threatened by the emigration of dentists needed to train these peers and teachers. Therefore, the assessment of the feasibility of a training alternative, such as the use of pre-recorded video, has become crucial. This study reports the development and validation of an animated video as an oral health training tool for adolescents and teachers in Ibadan, Nigeria. The narrative video was developed by a team of experts from various specialties, which included public health dentists, pediatric dentists, epidemiologists, communication scientists, animation experts, dental surgery residents, a pediatric surgeon, and science educators. The steps involved in the development included pre-video production research, development of the key oral health education messages, development of the script and storyboarding, creation, design, and selection of characters, visual style decision, voice-over narration recording, production, and post-production processing. The script for the video was developed from information adopted from a manual on oral health care of students. The video produced was validated for face and content quality among dentists, teachers, and adolescents in secondary schools through individual feedback and focus group discussions. Relevant comments and observations were considered in the final editing and postproduction process to yield a final video after series of editing. The video was found to be simple to use, clearly illustrative and highly educative. This is a report on the development, production, and validation of the School Oral Health Promotion Program animated video for training adolescents and teachers.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.723
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.177
GPT teacher head0.440
Teacher spread0.263 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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