高级检索

婴幼儿非免疫规划疫苗社会聆听研究:基于社交媒体数据

A social listening study on non-national immunization program vaccines for infants and young children based on social media data

  • 摘要:
    目的 了解公众在社交媒体平台对婴幼儿非免疫规划疫苗的网络关注度、态度分类及影响因素,为优化疫苗传播策略提供参考依据。
    方法 收集2023年7月—2024年6月五联疫苗、轮状病毒疫苗、13价肺炎疫苗(PCV13)及其对应疾病10个主题的全国日度百度指数数据以及2023年10月—2024年9月小红书平台“宝宝疫苗”“自费疫苗”“百日咳”“新手妈妈”和“孕晚期”5个高流量母婴话题下筛选纳入的24 353条相关笔记,采用时间序列分析方法描述公众关注度变化趋势,运用内容分析法对小红书高互动笔记进行态度分类,并识别影响公众接种决策的驱动和阻碍因素。
    结果 百度指数分析结果显示,公众对非免疫规划疫苗的关注度与相应疾病的流行趋势存在时间关联,尤以“百日咳”搜索高峰期伴随“五联疫苗”关注度上升最为明显。小红书笔记内容分析结果显示,对于以五联疫苗为代表的多联疫苗,正向态度占40.88%,其正向驱动力主要源于减少接种针次所带来的便利性(45.91%);但负向态度亦相对突出(12.57%),讨论多围绕价格高昂(16.98%)和替代方案的性价比(18.87%)展开。公众对PCV13和轮状病毒疫苗的顾虑主要集中于接种后的不良反应,占比分别为20.99%和21.12%。
    结论 便利性、性价比和安全性是影响家长对婴幼儿接种非免疫规划疫苗决策的三大核心维度,疫苗传播策略应针对不同类型疫苗的舆论焦点进行差异化设计,打破信息壁垒,在更广泛的母婴社群中进行有效沟通。

     

    Abstract:
    Objective To investigate public online attention, attitudes, and influencing factors regarding non-national immunization program vaccines (NIPVs) for infants and young children on social media platforms, thereby providing a reference for optimizing vaccine communication strategies.
    Methods Daily national Baidu index data for 10 topics related to the pentavalent vaccine, rotavirus vaccine, 13-valent pneumococcal conjugate vaccine (PCV13), and their corresponding diseases from July 2023 to June 2024 were collected. Additionally, 24 353 relevant notes were screened and included from five high-traffic maternal and infant topics—“Baby Vaccines,” “Self-paid Vaccines,” “Pertussis,” “New Moms,” and “Late Pregnancy”—on the Xiaohongshu platform between October 2023 and September 2024. Time-series analysis was conducted to describe trends in public attention. Content analysis was performed to classify attitudes in high-engagement Xiaohongshu notes and to identify the drivers and barriers influencing public vaccination decisions.
    Results Baidu index analysis revealed a temporal association between public attention toward NIPVs and the epidemic trends of corresponding diseases. This was most notable during the peak search period for "Pertussis," which coincided with a significant rise in attention for the "Pentavalent vaccine." Content analysis of Xiaohongshu notes indicated that for polyvalent vaccines (represented by the pentavalent vaccine), positive attitudes accounted for 40.88%, driven primarily by the convenience of reduced injection frequency (45.91%). However, negative attitudes were also relatively prominent (12.57%), centering on high costs (16.98%) and the cost-effectiveness of alternative options (18.87%). Public concerns regarding PCV13 and the rotavirus vaccine focused mainly on adverse reactions following immunization, accounting for 20.99% and 21.12%, respectively.
    Conclusions Convenience, cost-effectiveness, and safety are the three core dimensions influencing parental decisions regarding NIPV vaccination for infants and young children. Vaccine communication strategies should be tailored to the specific public opinion foci of different vaccine types to break down information barriers and facilitate effective communication within broader maternal and infant communities.

     

/

返回文章
返回