内容中心,信息流,以及Twitter/X上的农药相关讨论的反应
Tiancheng Zhou1, Yu Huang2, Raghavendhran Avanasi3
1Department of Health Outcomes & Biomedical Informatics, University of Florida, Gainesville, FL, United States.
Integrated environmental assessment and management
|February 25, 2025
概括
这项研究显示,非政府组织和媒体主导在线农药讨论,科学来源可见性有限. 改善沟通和优先考虑科学信息对于可持续的农药监管至关重要.
科学领域:
- 农业科学 农业科学
- 环境科学 环境科学
- 社会科学 社会科学 社会科学
背景情况:
- 杀虫剂对农业至关重要,但也引发了人类和环境的健康问题.
- 关于农药的公众意见是由科学研究,媒体,公司,政府和非政府组织塑造的.
- 了解农药讨论中的信息流是监管的关键.
研究的目的:
- 分析2013-2022年Twitter/X上的与农药有关的讨论.
- 识别关键信息中心并分析其内容,受欢迎程度和特征.
- 探索影响力账户的信息流动动态和情绪.
主要方法:
- 使用雪球采样收集了来自100万用户的300多万条推特.
- 采用机器学习和量身定制的信息流量得分.
- 分析了网络影响者,内容和情绪.
主要成果:
- 非政府组织和媒体主导了农药话语,超过了个人影响者.
- 信息来源倾向于转发,新闻和媒体,科学来源的流行率较低.
- 通过非政府组织,学术界和个人,信息流量很高,但从政府账户来看,信息流量很差.
结论:
- 需要有效的沟通策略,以整合不同的利益相关者的看法.
- 优先传播可信的科学信息至关重要.
- 解决部门差异可以建立信任,促进可持续的农药监管.
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