ArticleInternational journal of public health2024
Proposing a Conceptual Framework: Social Media Infodemic Listening for Public Health Behaviors.
Article in International journal of public health, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Exploring Conversational Dynamics in Scientific and Pseudoscientific Health Communities on YouTube: Process Mining and Network Analysis Study.Journal of medical Internet research · 2026Article
- Health anxiety and collective sense-making in the Chinese social media sphere: a topic modeling assessment of Weibo chatters.BMC public health · 2026Article
- Social media use for general and oral health information-seeking: a qualitative study in Saudi Arabia.BMC public health · 2026Article
- Predatory marketing and false health promotion on social media: risk pathways in diet, fitness, and supplement communication.Frontiers in public health · 2026Article
- Artificial Intelligence and Digital Technologies Against Health Misinformation: A Scoping Review of Public Health Responses.Healthcare (Basel, Switzerland) · 2025Review
- Quality, reliability and viewer perceptions of YouTube videos on oral health during pregnancy: a mixed-methods analysis.BMC oral health · 2025Article
- Validating part of the social media infodemic listening conceptual framework using structural equation modelling.EClinicalMedicine · 2024Article
- Proposing a Conceptual Framework: Social Media Infodemic Listening for Public Health Behaviors.International journal of public health · 2024Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Various communication and behavioral theories have been adopted to address health infodemics. However, there is no framework specially designed for social listening studies using social media data, machine learning, and natural language processing techniques. We aimed to propose a novel yet theory-based conceptual framework for infodemic research. We collected theories and models used in COVID-19 related studies published in peer-reviewed journals, ranging from health behavior, communication, to infodemic studies. These were analyzed and critiqued for their components, and we subsequently proposed a conceptual framework with a demonstration. Accordingly, we proposed our "Social Media Listening for Public Health Behavior" conceptual framework by not only integrating important attributes of existing theories, but also adding new attributes. The proposed conceptual framework can be used to better understand public discourse on social media, and can be integrated with other data analyses to gather a more comprehensive picture.
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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.