![]() ![]() We demonstrated the proposed methods by using a case study on dietary sodium tweets with sampled stakeholders and then compared the framework with a traditional measure of influence. These measures can be easily visualized and efficiently computed for any Twitter account without the need for private access. The core of the framework is a summary indicator of influence decomposable into 4 dimensions: activity, priority, originality, and popularity. Methods: We designed a consolidated framework for measuring influence that can capture topic-specific tweeting behaviors. Objective: We aimed to develop a theoretical framework to measure topic-specific user influence on Twitter and to examine its usability by analyzing dietary sodium tweets to support public health agencies in improving their dissemination strategies. Despite commercial tools and prior studies attempting to analyze influence, there is a gap to fill in developing a publicly accessible and consolidated framework to measure influence and analyze dissemination strategies. However, it is challenging to understand how to best promote health-related information on social media platforms such as Twitter. Asian/Pacific Island Nursing Journal 10 articlesīackground: Social media has emerged as a prominent approach for health education and promotion.JMIR Bioinformatics and Biotechnology 32 articles.JMIR Biomedical Engineering 68 articles.Journal of Participatory Medicine 78 articles.JMIR Perioperative Medicine 89 articles.JMIR Rehabilitation and Assistive Technologies 201 articles.JMIR Pediatrics and Parenting 279 articles. ![]() Interactive Journal of Medical Research 306 articles.JMIR Public Health and Surveillance 1141 articles.Journal of Medical Internet Research 7471 articles. ![]()
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