ArticleBMC public health2022
Adolescents' self-efficacy and digital health literacy: a cross-sectional mixed methods study.
Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07561957 (A Smart Phone Application to Improve Adoption of the 2024 KDIGO CKD Guidelines), which is not on this map. Cited by 73 papers, 3 of them syntheses that pooled it.
What it found
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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.
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.
A Smart Phone Application to Improve Adoption of the 2024 KDIGO CKD Guidelines
Who cites it
73 citing papers in PubMed, 3 syntheses or guidelines pooled it, 116 citations in OpenAlex.
- Factors influencing digital health literacy in stroke patients based on social cognitive theory: a mixed-methods systematic review.Frontiers in public health · 2026Pooled it
- Social Media and eHealth Literacy Among Older Adults: Systematic Literature Review.Journal of medical Internet research · 2025Pooled it
- Factors Influencing eHealth Literacy Worldwide: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2025Pooled it
- Get Health'e': A Pilot Test of a Digital Health Literacy Intervention for Young Adults.Health literacy research and practice · 2024Trial
- Self-efficacy as a mediator between digital health literacy and self-care behaviors in older adults with cancer undergoing chemotherapy.Asia-Pacific journal of oncology nursing · 2026Article
- Digital Health Literacy in Pediatric Rheumatic Disease: A Qualitative Study Using Interpretive Description.Children (Basel, Switzerland) · 2026Article
- Veritas amid Post-truth: Catholic Ethics and the Moral Conditions of Philippine Public Health.Journal of religion and health · 2026Article
- Demographic characteristics and psychosocial backgrounds of patients with dextromethorphan overdose in Japan: A multicenter prospective observational study.PCN reports : psychiatry and clinical neurosciences · 2026Article
- [Effect of network literacy on depression levels among young adults: an analysis based on China Family Panel Studies].Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences · 2026Article
- Preliminary Impacts of a 3-Month School-Based Exercise and Data Recording Intervention on Lifestyle Habits, Psychological Health, and Physical Health in Japanese Adolescents.Children (Basel, Switzerland) · 2026Article
- Peer health literacy level and health literacy among school-aged children and adolescents: a multilevel moderated mediation model of internet health information acquisition.BMC public health · 2026Article
- Linking Perceived Hospital-Generated Content to Psychological Well-Being Through Integrated Cognitive and Emotional Resilience Mechanisms Among Emerging Adults.International journal of environmental research and public health · 2026Article
- Knowledge, Attitudes, and Behaviors Towards Cyberchondria: A Cross-Sectional Study Among Italian Adolescents.Children (Basel, Switzerland) · 2026Article
- Increasing HPV Vaccination Among Early Adolescents Using a Game-Based Digital Intervention: A Randomized Controlled Trial.Vaccines · 2026Article
- Determining health information needs among older adolescents (15-19 years): A survey in Geneva, 2023.Preventive medicine reports · 2026Article
- Development and effectiveness of a digital health literacy improvement program (DHL-Up) for multicultural children and adolescents in South Korea: a quasi-experimental study.Child health nursing research · 2026Article
- A tool to measure the influence of social media on health behaviors: an exploratory study.BDJ open · 2026Article
- Systematic Review of Health Literacy and Health Behavior in Adolescents Research.Epidemiologia (Basel, Switzerland) · 2026Review
- Adolescents' use of an online Q&A service to enhance their oral health literacy: a mixed-methods text mining and thematic analysis.BMC oral health · 2026Article
- Digital health literacy and disordered eating among adolescents: the chain mediating roles of physical activity and problematic social media use.Frontiers in psychiatry · 2026Article
13 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe internet and social media are increasingly popular sources of health information for adolescents. Using online health information requires digital health literacy, consisting of literacy, analytical skills and personal capabilities such as self-efficacy. Appraising trustworthiness and relevance of online health information requires critical health literacy to discriminate between sources, critically analyse meaning and relevance, and use information for personal health. Adolescents with poor digital health literacy risk using misinformation, with potential negative health outcomes. We aimed to understand adolescents' contemporary digital health literacy and compared self-efficacy with capability.
methodsAdolescents (12-17 years) completed an eHEALS self-report digital health literacy measure, a practical search task using a think-aloud protocol and an interview to capture perceived and actual digital health literacy. eHEALS scores were generated using descriptive statistics, search tasks were analysed using an observation checklist and interviews were thematically analysed based on Social Cognitive Theory, focussing on self-efficacy.
resultsTwenty-one participants generally had high self-efficacy using online health information but perceived their digital health literacy to be higher than demonstrated. They accessed online health information unintentionally on social media and intentionally via search engines. They appraised information medium, source and content using general internet searching heuristics taught at school. Information on social media was considered less trustworthy than websites, but participants used similar appraisal strategies for both; some search/appraisal heuristics were insufficiently nuanced for digital health information, sometimes resulting in misplaced trust or diminished self-efficacy. Participants felt anxious or relieved after finding online health information, depending on content, understanding and satisfaction. They did not act on information without parental and/or health professional advice. They rarely discussed findings with health professionals but would welcome discussions and learning how to find and appraise online health information.
conclusionsWhilst adolescents possess many important digital health literacy skills and generally feel self-efficacious in using them, their critical health literacy needs improving. Adolescents desire increased digital health literacy so they can confidently appraise health information they find online and on social media. Co-designed educational interventions with adolescents and health providers are required.
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