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Record W4411556347 · doi:10.4322/bds.2025.e4653

Effect of oral health education model on tooth brushing behavior and oral hygiene among children with intellectual disabilities

2025· article· en· W4411556347 on OpenAlexfundno aff
Muhammad Fiqih Sabilillah, Hari Kusnanto, Lisdrianto Hanindriyo, Sri Kuswandari

Bibliographic record

VenueBrazilian Dental Science · 2025
Typearticle
Languageen
FieldPsychology
TopicHealth and Well-being Studies
Canadian institutionsnot available
FundersUniversitas Gadjah MadaCanada Millennium Scholarship Foundation
KeywordsTooth brushingOral hygieneOral healthDentistryHygieneMedicinePsychologyDevelopmental psychologyToothbrush

Abstract

fetched live from OpenAlex

Objective: The aim of this study was to evaluate the effectiveness of an oral health education model in improving tooth brushing behavior and oral hygiene among children with intellectual disabilities. Material and Methods: This study used a quasi-experimental design with a pretest-posttest control group. The intervention involves implementing the “Tell-Show-Feel-Do” educational model for the intervention group, while the control group receives standard oral health education. Data collection is conducted at baseline and after the intervention period 21 day. The Tell-Show-Feel-Do (TSFD) educational model was implemented in three sessions, with a 4-day gap between each session, and each session lasting 120 minutes. Participants were selected using simple random sampling, focusing on children with intellectual disabilities attending a Special School for Children with Disabilities. A total of 52 children were recruited, divided equally into two groups: 26 in the intervention group and 26 in the control group, taken from September 02 to October 11, 2024. Results: The analysis seen significant differences in the changes in tooth brushing behavior and oral hygiene between the intervention and control groups, as determined by an independent sample t-test (p<0.001). This suggests that the intervention was effective in improving oral hygiene outcomes compared to the control group, where no notable improvement was observed. Conclusion: This study confirms that structured oral health education improves tooth brushing and hygiene in children with intellectual disabilities. Implementing such programs in special education settings, school curricula, and community initiatives can enhance long-term oral health outcomes and overall well-being. KEYWORDS Child; Health education, dental; Intellectual disability; Oral hygiene; Toothbrushing.

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 score0.159
Threshold uncertainty score0.486

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.014
GPT teacher head0.366
Teacher spread0.352 · 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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