利用全球公共卫生情报网(GPHIN)系统对国际新闻媒体报道COVID-19耸人听闻的差异进行探索性分析

Joanna Przepiorkowski, Tenzin Norzin, Abdelhamid Zaghlool, Florence Tanguay, Dorcas Taylor, Victor Gallant, Linlu Zhao
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引用次数: 0

摘要

背景:全球公共卫生情报网(GPHIN)是一个基于事件的监测平台,每天收集数千条开源信息,包括多种语言的国际新闻媒体。分析人士注意到,用某些语言报道的新闻媒体倾向于使用更耸人听闻的措辞来描述重大卫生事件。很少有研究探索国际新闻媒体报道中耸人听闻的潜在差异,以证实这些观察结果。目的:本探索性研究通过混合方法分析,评估国际新闻媒体在COVID-19早期报道中耸人听闻程度的差异。方法:提取世界卫生组织宣布COVID-19为国际关注的突发公共卫生事件后第7天GPHIN收到的相关新闻媒体文章进行筛选和分析。采用了一种改进的工具来衡量与流行病有关的卫生新闻的耸人听闻程度。运用演绎主位分析法对轰动主义的主位进行分析。根据语言和出版的国家/地区,评估了新闻媒体报道中耸人听闻的流行程度的差异。情绪分析评估新闻媒体文章的情绪和情绪基调。结果:951篇符合入选标准的新闻报道中,有155篇含有耸人听闻的内容。在不同语言(法语、俄语和西班牙语)和不同的轰动效应领域之间存在显著差异。该研究还发现,新闻媒体的耸人听闻的文章更消极的情绪基调。结论:本探索性研究表明,语言有可能影响使用更耸人听闻的语言对健康事件的感知。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Differences in sensationalism in international news media reporting of COVID-19: An exploratory analysis using the Global Public Health Intelligence Network (GPHIN) system.

Background: The Global Public Health Intelligence Network (GPHIN) is an event-based surveillance platform that collects thousands of pieces of open-source information, including international news media, across multiple languages on a daily basis. Analysts have observed that news media reporting in some languages tended to use more sensational wording to describe major health events. There has been minimal research exploring potential differences in sensationalism in international news media reporting to confirm these observations.

Objective: This exploratory study assessed the differences in the level of sensationalism in early international news media reporting of COVID-19 through a mixed-methods analysis.

Methods: Relevant news media articles received in GPHIN seven days following the Public Health Emergency of International Concern declaration of COVID-19 by the World Health Organization were extracted for screening and analysis. An adapted tool was used to measure the sensationalism of pandemic-related health news. Deductive thematic analysis was conducted to examine themes of sensationalism. Differences in prevalence of sensationalism in news media reporting by language and country/territory of publication were assessed. Sentiment analysis assessed the sentiment and emotional tone of the news media articles.

Results: Of 951 news articles that met the eligibility criteria, 155 contained sensationalism. There were significant differences between languages (French, Russian and Spanish) and various domains of sensationalism. This study also found a more negative emotional tone in news media articles with sensationalism.

Conclusion: This exploratory study showed that language has the potential to impact the perception of health events using more sensationalized language.

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