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Open AccessArticle
The Effects of Virtual Human-Based Oral Health Education on Oral Health Literacy and Oral Health-Related Knowledge, Attitudes, and Practices Among Adolescents: A Pilot Cluster-Randomized Controlled Trial
by
Ji-Soo Kim
Ji-Soo Kim 1,2,†
,
Younghee Noh
Younghee Noh 3,†
and
Jong-Hwa Jang
Jong-Hwa Jang 1,2,4,*
1
Department of Public Health Science, Graduate School, Dankook University, Cheonan-si 31116, Republic of Korea
2
Institute of Oral Health and Integrated Care, Dankook University, Cheonan-si 31116, Republic of Korea
3
Department of Library and Information Science, Konkuk University, Chungju-si 27478, Republic of Korea
4
Department of Dental Hygiene, College of Health Sciences, Dankook University, Cheonan-si 31116, Republic of Korea
*
Author to whom correspondence should be addressed.
†
These authors contributed equally to this work.
Appl. Sci. 2026, 16(12), 5971; https://doi.org/10.3390/app16125971 (registering DOI)
Submission received: 10 May 2026
/
Revised: 2 June 2026
/
Accepted: 11 June 2026
/
Published: 12 June 2026
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The proposed virtual human-based oral health education program demonstrated short-term educational outcomes comparable to conventional face-to-face education and offers a potential digital approach for adolescent oral health promotion.
Abstract
Adolescence is an important period for developing oral health literacy (OHL) and oral health-related knowledge, attitudes, and practices (KAP). Artificial intelligence-based virtual human oral education (AI-VOHE) has been proposed as a tool for school-based oral health education (OHE); however, evidence regarding its educational outcomes among adolescents remains limited. This pilot study compared short-term changes in OHL and self-reported oral health-related KAP between AI-VOHE and conventional face-to-face oral health education (FOHE). A pilot cluster-randomized pre-test–post-test intervention design was employed in two middle schools. Participants received either AI-VOHE or FOHE, and outcomes were assessed immediately before and after two educational sessions using a structured self-administered questionnaire. A total of 268 adolescents were included in the analyses. Linear mixed-effects models were used to evaluate the effects of time, group, and the group-by-time interaction. Both groups showed significant short-term improvements in OHL and self-reported oral health-related KAP following the intervention (all p < 0.05). However, no significant group-by-time interaction effects were observed for any outcome (all p > 0.05), indicating comparable short-term effectiveness between AI-VOHE and FOHE. These findings suggest that AI-VOHE showed short-term improvements in adolescents’ OHL and self-reported oral health-related KAP comparable to those achieved with FOHE. Given the pilot nature of the study, the limited number of schools, and the absence of long-term follow-up, the findings should be interpreted cautiously. Further adequately powered cluster-randomized trials are warranted.
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MDPI and ACS Style
Kim, J.-S.; Noh, Y.; Jang, J.-H.
The Effects of Virtual Human-Based Oral Health Education on Oral Health Literacy and Oral Health-Related Knowledge, Attitudes, and Practices Among Adolescents: A Pilot Cluster-Randomized Controlled Trial. Appl. Sci. 2026, 16, 5971.
https://doi.org/10.3390/app16125971
AMA Style
Kim J-S, Noh Y, Jang J-H.
The Effects of Virtual Human-Based Oral Health Education on Oral Health Literacy and Oral Health-Related Knowledge, Attitudes, and Practices Among Adolescents: A Pilot Cluster-Randomized Controlled Trial. Applied Sciences. 2026; 16(12):5971.
https://doi.org/10.3390/app16125971
Chicago/Turabian Style
Kim, Ji-Soo, Younghee Noh, and Jong-Hwa Jang.
2026. "The Effects of Virtual Human-Based Oral Health Education on Oral Health Literacy and Oral Health-Related Knowledge, Attitudes, and Practices Among Adolescents: A Pilot Cluster-Randomized Controlled Trial" Applied Sciences 16, no. 12: 5971.
https://doi.org/10.3390/app16125971
APA Style
Kim, J.-S., Noh, Y., & Jang, J.-H.
(2026). The Effects of Virtual Human-Based Oral Health Education on Oral Health Literacy and Oral Health-Related Knowledge, Attitudes, and Practices Among Adolescents: A Pilot Cluster-Randomized Controlled Trial. Applied Sciences, 16(12), 5971.
https://doi.org/10.3390/app16125971
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