ReviewBMC public health2023
Fighting the infodemic: the 4 i Framework for Advancing Communication and Trust.
Review in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed.
- The Resilience of Attitude Toward Vaccination: Web-Based Randomized Controlled Trial on the Processing of Misinformation.JMIR formative research · 2024Trial
- Multilayered Epistemic Disruption in AI-Driven Health Misinformation: Conceptual Framework and Viewpoint.JMIR infodemiology · 2026Article
- Development and Preliminary Evaluation of the OCODES Digital Strategy in Response to Health Misinformation: Nominal Group Technique and Retrospective Usability Evaluation Study.JMIR formative research · 2026Article
- Mapping risk communication practices in public health emergencies: a scoping review and comparison with Italian regional pandemic plans.BMC public health · 2026Article
- Bladder exstrophy on YouTube: an evaluation of quality, actionability, and user engagement.World journal of urology · 2026Article
- Misinformation in Social Media Narratives on Highly Pathogenic Avian Influenza: Systematic Content Analysis of Facebook and Instagram Posts.Journal of medical Internet research · 2026Article
- Older People's Perception of the Infodemic during the COVID-19 Pandemic in São Paulo, Brazil.Journal of caring sciences · 2026Article
- Trust in science, knowledge and risk perception as predictors of COVID-19 vaccination: application of an extended Theory of Planned Behavior model in Hungary.BMC public health · 2026Article
- Infodemic in COVID-19 and its relationship with stress, depression, and anxiety in the elderly.Revista latino-americana de enfermagem · 2026Article
- Fear and Medical Misinformation Regarding Risk of Progression or Recurrence Among Patients with Breast Cancer.JAMA network open · 2025Article
- Addressing misleading medical information on social media: a scoping review of current interventions.BMJ evidence-based medicine · 2025Article
- Bibliometric Insights Into the Infodemic: Global Research Trends and Policy Responses: Quantitative Research.JMIR medical informatics · 2025Article
- Viewpoint on the Intersection Among Health Information, Misinformation, and Generative AI Technologies.JMIR infodemiology · 2025Article
- Communication Practices to Support Frontline Workers During Public Health Threats.Workplace health & safety · 2025Article
- Understanding Interventions to Address Infodemics Through Epidemiological, Socioecological, and Environmental Health Models: Framework Analysis.JMIR infodemiology · 2025Article
- Existing strategies to address the risk of mosquito-transmitted dengue in the continental USA: opportunities to adopt a One Health approach.Research directions. One health · 2025Review
- First insight into oral health misinformation in Jordan; an analysis of web content and information-seeking behaviors.PloS one · 2025Article
- A practical agenda for incorporating trust into pandemic preparedness and response.Bulletin of the World Health Organization · 2024Article
- [Mis- and disinformation in social media: mitigating risks in digital health communication].Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2024Review
- Resilience and Mental-Health Symptoms in ICU Healthcare Professionals Facing Repeated COVID-19 Waves.American journal of respiratory and critical care medicine · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundThe proliferation of false and misleading health claims poses a major threat to public health. This ongoing "infodemic" has prompted numerous organizations to develop tools and approaches to manage the spread of falsehoods and communicate more effectively in an environment of mistrust and misleading information. However, these tools and approaches have not been systematically characterized, limiting their utility. This analysis provides a characterization of the current ecosystem of infodemic management strategies, allowing public health practitioners, communicators, researchers, and policy makers to gain an understanding of the tools at their disposal.
methodsA multi-pronged search strategy was used to identify tools and approaches for combatting health-related misinformation and disinformation. The search strategy included a scoping review of academic literature; a review of gray literature from organizations involved in public health communications and misinformation/disinformation management; and a review of policies and infodemic management approaches from all U.S. state health departments and select local health departments. A team of annotators labelled the main feature(s) of each tool or approach using an iteratively developed list of tags.
resultsWe identified over 350 infodemic management tools and approaches. We introduce the 4 i Framework for Advancing Communication and Trust (4 i FACT), a modified social-ecological model, to characterize different levels of infodemic intervention: informational, individual, interpersonal, and institutional. Information-level strategies included those designed to amplify factual information, fill information voids, debunk false information, track circulating information, and verify, detect, or rate the credibility of information. Individual-level strategies included those designed to enhance information literacy and prebunking/inoculation tools. Strategies at the interpersonal/community level included resources for public health communicators and community engagement approaches. Institutional and structural approaches included resources for journalists and fact checkers, tools for managing academic/scientific literature, resources for infodemic researchers/research, resources for infodemic managers, social media regulation, and policy/legislation.
conclusionsThe 4 i FACT provides a useful way to characterize the current ecosystem of infodemic management strategies. Recognizing the complex and multifaceted nature of the ongoing infodemic, efforts should be taken to utilize and integrate strategies across all four levels of the modified social-ecological model.
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What OpenQuestion holds
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.