美国、英国、中国和巴西精英报纸对COVID-19报道中的政治、经济和社会:一种文本挖掘方法

IF 2 Q2 COMMUNICATION

JCOM-Journal of Science Communication Pub Date : 2022-12-05 DOI:10.22323/2.21070204

L. Neves, L. Massarani

{"title":"美国、英国、中国和巴西精英报纸对COVID-19报道中的政治、经济和社会:一种文本挖掘方法","authors":"L. Neves, L. Massarani","doi":"10.22323/2.21070204","DOIUrl":null,"url":null,"abstract":"We analyzed 95,970 stories on COVID-19 published in 2020 by newspapers in US, UK, China and Brazil — countries marked by controversial management of the crisis. Through a text mining approach, we identified main topics, subjects, actors and the level of attention. The coverage was politicized in “The New York Times” and “Folha de S. Paulo”; focused on health aspects in “The Guardian”; and emphasized the economic situation in “China Daily”. In this sense, the pandemic has motivated a deeper approach to the multiple dimensions of science and health, pointing to a broader perspective of science communication.","PeriodicalId":51818,"journal":{"name":"JCOM-Journal of Science Communication","volume":null,"pages":null},"PeriodicalIF":2.0000,"publicationDate":"2022-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Politics, economy and society in the coverage of COVID-19 by elite newspapers in US, UK, China and Brazil: a text mining approach\",\"authors\":\"L. Neves, L. Massarani\",\"doi\":\"10.22323/2.21070204\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We analyzed 95,970 stories on COVID-19 published in 2020 by newspapers in US, UK, China and Brazil — countries marked by controversial management of the crisis. Through a text mining approach, we identified main topics, subjects, actors and the level of attention. The coverage was politicized in “The New York Times” and “Folha de S. Paulo”; focused on health aspects in “The Guardian”; and emphasized the economic situation in “China Daily”. In this sense, the pandemic has motivated a deeper approach to the multiple dimensions of science and health, pointing to a broader perspective of science communication.\",\"PeriodicalId\":51818,\"journal\":{\"name\":\"JCOM-Journal of Science Communication\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":2.0000,\"publicationDate\":\"2022-12-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JCOM-Journal of Science Communication\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.22323/2.21070204\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"COMMUNICATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JCOM-Journal of Science Communication","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22323/2.21070204","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMMUNICATION","Score":null,"Total":0}

引用次数: 0

摘要

我们分析了美国、英国、中国和巴西的报纸在2020年发表的95,970篇关于COVID-19的报道，这些国家的危机管理存在争议。通过文本挖掘方法，我们确定了主要主题、主题、参与者和关注水平。《纽约时报》(The New York Times)和《圣保罗页报》(Folha de S. Paulo)的报道被政治化了;《卫报》关注健康问题;并在《中国日报》上强调了经济形势。从这个意义上说，大流行促使人们对科学和健康的多个层面采取更深入的方法，指出了科学传播的更广泛视角。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文本刊更多论文

Politics, economy and society in the coverage of COVID-19 by elite newspapers in US, UK, China and Brazil: a text mining approach

We analyzed 95,970 stories on COVID-19 published in 2020 by newspapers in US, UK, China and Brazil — countries marked by controversial management of the crisis. Through a text mining approach, we identified main topics, subjects, actors and the level of attention. The coverage was politicized in “The New York Times” and “Folha de S. Paulo”; focused on health aspects in “The Guardian”; and emphasized the economic situation in “China Daily”. In this sense, the pandemic has motivated a deeper approach to the multiple dimensions of science and health, pointing to a broader perspective of science communication.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

JCOM-Journal of Science Communication COMMUNICATION-

CiteScore

3.40

自引率

22.20%

发文量

审稿时长

5 weeks