Douglas-Durham Ella, Tan Andy S L, Emmons Karen M, Viswanath Kasisomayajula
Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Harvard University.
Annenberg School for Communication, University of Pennsylvania.
Health Commun. 2025 Jun;40(7):1280-1288. doi: 10.1080/10410236.2024.2395155. Epub 2024 Aug 30.
The spread of health misinformation poses a threat to public health as it can influence individuals' health beliefs and, potentially, behaviors, and their support for public health policies. The mainstream news media have the potential to inadvertently increase the salience of misinformation through their reporting. This study explores the agenda-setting effects of mainstream news media coverage on public salience of public health misinformation during the COVID-19 pandemic. We analyzed the association between news media coverage and public salience - as measured by Google Trends relative search volume - of three different pieces of COVID-19 misinformation: (1) hydroxychloroquine is a safe and effective treatment for COVID-19; (2) the COVID-19 vaccines cause infertility; and (3) ivermectin is a safe and effective treatment for COVID-19. We plotted news coverage of each piece of misinformation against Google Trends relative search volume over time. Autoregressive integrated moving average (ARIMA) models were used to account for autocorrelation and analyze the relationship between the two time series. News media coverage volume was a significant predictor of same-day relative search volume for hydroxychloroquine and ivermectin. The relationship between news media coverage and searches for COVID-19 vaccines and infertility was not significant. These findings indicate mainstream news media coverage may contribute to the public salience of misinformation. Mainstream media outlets should contextualize their reporting on misinformation with verification from scientific consensus.
健康错误信息的传播对公众健康构成威胁,因为它会影响个人的健康观念,甚至可能影响其行为以及对公共卫生政策的支持。主流新闻媒体有可能通过报道无意间提高错误信息的显著度。本研究探讨了在新冠疫情期间主流新闻媒体报道对公众健康错误信息公众显著度的议程设置效应。我们分析了新闻媒体报道与三种不同的新冠错误信息的公众显著度(以谷歌趋势相对搜索量衡量)之间的关联:(1)羟氯喹是治疗新冠的安全有效药物;(2)新冠疫苗会导致不孕;(3)伊维菌素是治疗新冠的安全有效药物。我们绘制了随着时间推移,每条错误信息的新闻报道量与谷歌趋势相对搜索量的关系图。自回归积分滑动平均(ARIMA)模型用于处理自相关问题并分析两个时间序列之间的关系。新闻媒体报道量是羟氯喹和伊维菌素当日相对搜索量的显著预测指标。新闻媒体报道与新冠疫苗及不孕相关搜索之间的关系不显著。这些发现表明主流新闻媒体报道可能会导致错误信息的公众显著度增加。主流媒体应通过科学共识验证来对其关于错误信息的报道进行背景阐释。