在线话语和围绕HPV疫苗接种的趋势 预防头部和部癌症
Andrew Meci1, Christopher C Tseng1, Zackary Jensen1
1Penn State Milton S. Hershey Medical Center, Penn State College of Medicine, Hershey, Pennsylvania, USA.
概括
关于人类乳头瘤病毒 (HPV) 疫苗的在线讨论显示出越来越多的积极情绪. 这一趋势与遵循FDA建议的青少年HPV疫苗接种率增加有关.
科学领域:
- 公共卫生 公共卫生
- 在瘤学瘤学.
- 社交媒体分析 社交媒体分析
背景情况:
- 美国食品和药物管理局 (FDA) 在2020年批准GARDASIL 9用于预防某些与人乳头瘤病毒 (HPV) 相关的头癌.
- 了解公共话语对于接种疫苗和公共卫生倡议至关重要.
研究的目的:
- 分析关于HPV疫苗接种的在线话语中的情绪和主题.
- 评估2020年FDA建议对HPV疫苗接种讨论和率的影响.
主要方法:
- 这是一项回顾性队列研究,分析了来自Reddit,Teen VaxView和Google趋势 (2018-2022) 的数据.
- 机器学习分类Reddit帖子;自然语言处理评估情绪和主题.
- 谷歌趋势和TeenVaxView监控了搜索受欢迎程度和青少年疫苗接种覆盖率.
主要成果:
- 对2751条Reddit帖子的分析显示,情绪平衡,有显著的积极趋势 (P=.05).
- 关于头癌术语的讨论显著增加 (P=.01),而阴谋帖子仍然是一个小少数 (6.8%).
- 男性和女性的HPV疫苗接种覆盖率显著增加 (P<.01),情绪趋势和覆盖率之间存在正相关性 (P=.02).
结论:
- 在线关于HPV疫苗接种的讨论变得越来越积极.
- 美国食品和药物管理局的指导方针变化与与HPV相关的头癌的讨论加剧相关.
- 观察到青少年HPV疫苗接种率同步上升.
关键词:
美国食品药品监督管理局 FDA FDA这是一个HPVHPVHPV.疫苗接种 疫苗接种 疫苗接种在Reddit上,我们可以看到Reddit是什么.预防癌症 预防癌症头部和部癌症 头部和部癌症头部和部恶性瘤是什么人类乳头瘤病毒人类乳头瘤病毒公共卫生公共卫生.情绪分析是一种情绪分析.更多相关视频
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