ArticleFrontiers in public health2026
Use of health information from social media and health self-efficacy: a cross-sectional study.
Article in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Abstract
Background: Social media has become a common source for health information, yet the relationship between users' experiences with this form of digital health information and health self-efficacy remains poorly understood. This study investigates how the reported reliance on and perceived evaluative difficulty of social-media-based health information are associated with self-efficacy levels in a misinformation-prone environment. Methods: This cross-sectional study analyzed data from the 2022 Health Information National Trends Survey (HINTS 6), a nationally representative sample of U. S. adults ( Results: Approximately 27% of respondents reported complete health self-efficacy. Multivariable analysis showed that individuals who strongly disagreed with using social media information for health decisions were significantly more likely to report high self-efficacy (OR = 1.37, Conclusion: Health self-efficacy is associated with selective non-reliance on social-media-based health information for decision making and perceived evaluative ease. These patterns are consistent with Social Cognitive Theory, which emphasizes the role of perceived competence in shaping confidence beliefs. Although causal direction cannot be established, the findings suggest that public health efforts may benefit from supporting digital health literacy and critical evaluative confidence may be relevant to strengthening confidence in health management within increasingly complex digital information environments.
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