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利用在线媒体分析了解美国公众对蚊子威胁的看法。

Public perceptions of threats from mosquitoes in the U.S. using online media analytics.

机构信息

Department Of Agricultural Economics College of Agriculture, Purdue University , West Lafayette, IN, USA.

Department Of Agricultural Economics, Ferguson College of Agriculture, Oklahoma State University , Stillwater, OK, USA.

出版信息

Pathog Glob Health. 2021 Feb;115(1):40-52. doi: 10.1080/20477724.2020.1842641. Epub 2020 Nov 8.

DOI:10.1080/20477724.2020.1842641
PMID:33161883
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7850394/
Abstract

Mosquito-borne illnesses present a public health threat. This analysis quantifies general online mosquito media, and the Zika virus [ZIKV) specifically, from 7-20-2016 to 10-20-2018 in five U.S. geographies. The ZIKV sub-search comprised a shrinking share of online media about mosquitoes over time. Net sentiment, numerical scoring of search result positivity/negativity bounded between -100 and +100, was assessed. Mean net sentiment for the general mosquitoes search was -51; -55 for ZIKV. The ZIKV search revealed more variation in weekly net sentiment with a standard deviation of 14, compared to 10 for mosquitoes. Seventy-seven percent of the weeks had a net sentiment for the mosquito search that was more positive than the ZIKV search. For the 23% of the time the ZIKV search net sentiment was more positive than the general mosquito search, there were mentions of scientific advances, such as the potential for vaccine development associated with the post. Greater emphasis on public health threats from mosquitoes may be necessary to stimulate public action on mosquito-borne illness control. This analysis serves as an illustration of the potential for online/social media analysis to inform health officials of public interest/focus, and perhaps inform effective communication campaigns to combat public health threats.

摘要

蚊媒疾病对公共卫生构成威胁。本分析从 2016 年 7 月 20 日至 2018 年 10 月 20 日,在美国五个地区量化了一般在线蚊虫媒体和寨卡病毒[ZIKV]的具体情况。ZIKV 子搜索随着时间的推移,在关于蚊子的在线媒体中所占的份额逐渐缩小。对网络情绪进行了评估,网络情绪的数值评分是搜索结果的正/负性在-100 到+100 之间的边界。一般蚊子搜索的平均网络情绪为-51;ZIKV 为-55。ZIKV 搜索显示,每周的网络情绪变化更大,标准差为 14,而蚊子的标准差为 10。每周有 77%的蚊子搜索网络情绪比 ZIKV 搜索更积极。在 23%的时间里,ZIKV 搜索的网络情绪比一般蚊子搜索更积极,其中提到了科学进展,例如与该帖子相关的疫苗开发潜力。为了激发公众对控制蚊媒疾病的行动,可能需要更加重视蚊子对公共卫生的威胁。本分析说明了在线/社交媒体分析为卫生官员提供公众关注/焦点的潜力,并可能为对抗公共卫生威胁的有效沟通活动提供信息。

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