ArticleFrontiers in digital health2025
Perspective: advancing public health education by embedding AI literacy.
Article in Frontiers in digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
13 citing papers in PubMed.
- The complexities of comprehensive exams in epidemiology.American journal of epidemiology · 2026Article
- Building Graduate Capabilities Through a Course-Wide Public Health and Health Promotion ECHA AI Curriculum Framework.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026Article
- Challenges and Opportunities of Public Health Professionals in Nepal: A Reflexive Thematic Analysis.Public health challenges · 2026Article
- Rethinking preventive medicine education after COVID-19: bridging training gaps in public health practice.Frontiers in medicine · 2026Review
- Performance evaluation of large language models in bladder cancer patient education Q&A: a cross-sectional study.Frontiers in oncology · 2026Article
- Artificial intelligence in public health education: current evidence, competencies, and a framework for responsible integration.Frontiers in public health · 2026Review
- Impact of Hospital Hierarchy on Nurses' Attitudes Toward Artificial Intelligence: Mediating Roles of Artificial Intelligence Literacy and Anxiety.Journal of nursing management · 2026Article
- Building consensus on core teaching content of a digital public health curriculum: a Delphi study with public health experts in Germany.Frontiers in public health · 2026Article
- AI health literacy as a foundation for responsible AI in healthcare: a framework for trustworthy implementation.Frontiers in digital health · 2026Review
- From resistance to readiness: faculty development as the key to AI literacy in public health.Frontiers in public health · 2026Article
- From information literacy to health literacy: AI-driven transformation in university libraries under digital public health-a perspective.Frontiers in public health · 2026Article
- Will AI Improve Public Health? Setting the Standards for Meaningful Impact.Canadian journal of public health = Revue canadienne de sante publique · 2025Article
- From Apomediation to AImediation: Generative AI and the Reconfiguration of Informational Authority in Health Communication.Journal of primary care & community healthArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Artificial intelligence (AI) fundamentally reshaping public health practice, yet formal training in AI literacy remains scarce in most public health educational programs. The rapid emergence of large language models and other AI-driven technologies such as computer vision, predictive analytics, and natural language processing tools-used in applications ranging from epidemiological modeling and policy analysis to real-time health communication-highlights the urgent need to bridge a persistent knowledge gap in structured, competency-based AI training for public health students and professionals. This
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Registered trials
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.