An analysis of the factors influencing engagement metrics within the dissemination of health science misinformation

By illustrating misinformation cases and stratified prevention strategies, this study reveals the key roles of themes, expression forms, sentiment, and publishing entities in the spread of health misinformation. It provides foundational data and theoretical support for targeted prevention, follow-up research, and the formulation of relevant management strategies, promoting a comprehensive governance model of "platform technology interception - science education prevention - misinformation source management."