The Effectiveness of Education Based Programs Delivered by Nondental Professionals for Preventing Early Childhood Caries
Bibliographic record
Abstract
Early childhood caries is the most common chronic infectious disease in children, yet completely preventable with proper oral hygiene. With Severe ECC, children require costly dental surgery, especially for those from low socioeconomic families. This is due to the fact that children under five years of age do not routinely encounter a dental care provider until it is too late. Nondental healthcare providers, on the other hand, are uniquely positioned to intervene. The objectives of this literature review was to determine whether dental health education programs provided by nondental care providers could improve outcomes related to early childhood caries for low-income children. And secondly, to identify effective dental education programs for caries prevention. A comprehensive review of current literature was conducted to meet these objectives. Home visitation delivered by nurses was found to be an effective and cost-efficient ways to deliver dental education. When support in terms of screening, oral hygiene instruction, and dental referrals are combined with education, the positive impact on early childhood caries increased. In conclusion, policymakers should implement oral health promotion programs using a combination of education and support delivered by nursing staff in client’s homes. Programs can be embedded into existing healthcare services across the province. However, services should be concentrated in low socioeconomic status communities and regions within Alberta. Furthermore, nurses must collaborate across disciplines to ensure seamless integration of oral health with general health and push for more rigorous research in this area to guide best practice. In conclusion, a combination of tailored approaches is necessary to achieve a sustained improvement in oral health throughout early childhood.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".