监测公众对基本收入的兴趣和情绪:使用美国谷歌和 Twitter 数据

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2024-03-01 DOI:10.1515/bis-2023-0002
Soomi Lee, Taeyong Park
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引用次数: 0

摘要

本研究利用谷歌趋势(Google Trends)和推特(Twitter)的数据,分析了 2018 年至 2021 年间美国 50 个州和华盛顿特区公众对全民基本收入(UBI)的兴趣和情绪是如何变化的。我们特别选择了这一时期,因为其中包括了杨安德鲁(Andrew Yang)在 2019 年民主党初选期间发起的 UBI 运动和 2020 年 COVID-19 大流行,当时由于联邦政府向几乎所有公民无条件支付现金,UBI 引起了人们的关注。为了克服零星民意调查的局限性,我们利用最近开发的重新缩放方法生成了纵向谷歌趋势,并进行了推特情感分析。我们观察到,在杨安德鲁竞选期间,公众对 UBI 的兴趣略有上升,尤其是在蓝州,而在 COVID-19 大流行开始时,各州对 UBI 的兴趣显著上升。尽管公众关注度很快减弱,但与疫情爆发前相比,公众关注度有所提高。与之前的研究相反,我们的分析还显示,随着越来越多的人参与在线讨论,在大流行期间的关注高峰过后,整体情绪变得不那么积极。
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Monitoring Public Interest and Sentiment on Basic Income: Using Google and Twitter Data in the U.S.
This study uses data from Google Trends and Twitter to analyze how public interest and sentiment towards Universal Basic Income (UBI) changed across all 50 states and Washington D.C. between 2018 and 2021. We specifically selected this time period as it includes both Andrew Yang’s UBI campaign during the Democratic primaries in 2019 and the COVID-19 pandemic in 2020 when UBI gained attention due to the federal government’s unconditional cash payment to almost all citizens. To overcome the limitations of sporadic opinion polls, we built on a recent development of the rescaling method to generate longitudinal Google Trends and conducted Twitter sentiment analysis. We observed a modest rise in public interest in UBI during Andrew Yang’s campaign, especially in blue states, and a significant increase across all states at the onset of the COVID-19 pandemic. Although it quickly waned, the level of public attention became elevated compared to the pre-pandemic level. Contrary to previous studies, our analysis also reveals that overall sentiment became less positive after the peak interest during the pandemic, as more people engaged in online discussions.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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