Evidence map›Paper›PMID 40900618›Full record

ArticleJournal of medical Internet research2025

Effectiveness of an Interactive Digital Intervention Program on Knowledge, Health Literacy, and Learner Engagement in Senior High School Students: Intragroup and Intergroup Comparison of 2 Teaching Models.

Yih-Ming Weng, Yi-Xuan Li, Ching-Hao Chang, Su-Fei Huang, Jung-Yu Liao, Kuei-Yu Huang, Hsiao-Pei Hsu, Chiu-Mieh Huang, Jong Long Guo

Abstract readComparative Study
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yih-Ming Weng *Department of Health Promotion and Health Education, College of Education, National Taiwan Normal University, Taipei, Taiwan.ORCID https://orcid.org/0009-0007-1402-351X
Yi-Xuan Li *Department of Health Promotion and Health Education, College of Education, National Taiwan Normal University, Taipei, Taiwan.ORCID https://orcid.org/0009-0009-1641-4383
Ching-Hao ChangDepartment of Health Promotion and Health Education, College of Education, National Taiwan Normal University, Taipei, Taiwan.ORCID https://orcid.org/0009-0005-3932-5026
Su-Fei HuangDepartment of Intelligent Technology and Long-Term Care, MacKay Junior College of Medicine, Nursing, and Management, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-7391-2578
Jung-Yu LiaoDepartment of Health Promotion and Health Education, College of Education, National Taiwan Normal University, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-5083-9531
Kuei-Yu HuangInstitute of Traditional Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-6296-0061
Hsiao-Pei HsuDepartment of Nursing, College of Nursing, National Yang Ming Chiao Tung University, Taipei, Taiwan.ORCID https://orcid.org/0000-0003-4730-3896
Chiu-Mieh Huang *Institute of Clinical Nursing, College of Nursing, National Yang Ming Chiao Tung University, Taipei, Taiwan.ORCID https://orcid.org/0000-0001-9143-9972
Jong Long GuoDepartment of Health Promotion and Health Education, College of Education, National Taiwan Normal University, Taipei, Taiwan.ORCID https://orcid.org/0000-0002-3120-014X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAdolescent substance use remains a critical and persistent public health concern worldwide. The initiation of drug use during adolescence is often associated with long-term negative health, social, and academic outcomes. As structured environments where young people spend a large portion of their time, schools are in a unique position to implement early prevention strategies to effectively address this issue. In recent years, digital technologies have emerged as promising tools for delivering health education in engaging and scalable ways.

objectiveThis study aimed to develop and evaluate an interactive digital intervention (IDI) program designed to improve high school students' knowledge related to illegal drugs, enhance their health literacy, and promote greater learner engagement. Specifically, the study sought to compare the outcomes of a digital teaching model with those of traditional textbook-based instruction.

methodsA quasi-experimental, pre-post design was adopted involving 768 senior high school students aged between 16 and 18 years from 9 randomly selected schools. The schools were assigned to either the IDI group (n=379, 49.3%) or the traditional didactic (TD) group (n=389, 50.7%). The IDI group received a 6-unit web-based substance use prevention program with interactive features such as videos, quizzes, and scenario-based discussions. The TD group received conventional classroom instruction using standard textbooks. After accounting for student attrition and absences, 651 students remained for final analysis (IDI: n=305, 46.9%; TD: n=346, 53.1%). Paired t tests and generalized estimating equations (GEEs) were used to assess within- and between-group differences, adjusting for age and gender.

resultsAn intragroup comparison revealed that the IDI group had significantly greater improvements in the following variables: knowledge (t

conclusionsOur findings support the potential of IDIs for improving knowledge, health literacy, and engagement among high school students. Compared to traditional instruction, digital programs may provide a more engaging and impactful method for substance use prevention in educational settings. However, the intervention did not significantly improve all targeted outcomes, such as refusal skills and perceived harmfulness, suggesting the need for refined targeting and longer implementation periods. Further studies may explore the long-term behavioral outcomes and the scalability of such interventions.

Indexed as

Health EducationHealth Knowledge, Attitudes, PracticeHealth LiteracyStudentsAdolescentFemaleHumansMaleSchoolsSubstance-Related DisordersTeachingadolescentshealth literacyillegal drugsinteractive digital interventionlearner engagementonline programsubstance use prevention

Identifiers

PMID40900618
PMCPMC12444212

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.