How global crises compete for our attention: Insights from 13.5 million tweets on climate change during COVID-19

IF 6.9 2区 经济学 Q1 ENVIRONMENTAL STUDIES
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引用次数: 0

Abstract

The COVID-19 pandemic disrupted peoples’ daily lives and dominated the public discourse. It thus displaced people’s attention to and concerns about climate change. We analyse 13.5 million tweets by 3.2 million distinct users on climate change posted before and after the onset of the pandemic (2018–2021) and show that attention to climate dropped substantially in 2020 with the onset of the pandemic. While research has helped to explain this drop in the context of issue attention theory, our analysis highlights a remarkable recovery in attention in 2021 towards pre-pandemic levels. Moreover, our large-scale, transformer-based text analysis reveals important thematic shifts during this period. In particular, we show a sustained drop in attention to activist movements and subsequently an increased focus on climate causes and climate solutions. Activist movements, such as the school protests that have mobilized millions around the globe in 2019, have measurably lost traction on Twitter. However, in parts due to increased awareness of causes and solutions, the climate change discourse in general recovered from the COVID-19 pandemic.

全球危机如何争夺我们的注意力:从 COVID-19 期间有关气候变化的 1350 万条推文中获得的启示
COVID-19 大流行扰乱了人们的日常生活,主导了公共讨论。因此,它转移了人们对气候变化的关注和担忧。我们分析了 320 万不同用户在大流行病爆发前后(2018-2021 年)发布的 1350 万条有关气候变化的推文,结果显示,随着大流行病的爆发,人们对气候的关注在 2020 年大幅下降。虽然研究有助于在问题关注理论的背景下解释这种下降,但我们的分析突出表明,2021 年的关注度显著恢复到了大流行前的水平。此外,我们基于转换器的大规模文本分析揭示了这一时期的重要主题变化。特别是,我们发现对激进运动的关注度持续下降,随后对气候原因和气候解决方案的关注度上升。激进运动,例如在 2019 年动员了全球数百万人的学校抗议活动,在 Twitter 上的影响力明显下降。然而,部分由于对原因和解决方案认识的提高,气候变化讨论总体上从COVID-19大流行中恢复过来。
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来源期刊
Energy Research & Social Science
Energy Research & Social Science ENVIRONMENTAL STUDIES-
CiteScore
14.00
自引率
16.40%
发文量
441
审稿时长
55 days
期刊介绍: Energy Research & Social Science (ERSS) is a peer-reviewed international journal that publishes original research and review articles examining the relationship between energy systems and society. ERSS covers a range of topics revolving around the intersection of energy technologies, fuels, and resources on one side and social processes and influences - including communities of energy users, people affected by energy production, social institutions, customs, traditions, behaviors, and policies - on the other. Put another way, ERSS investigates the social system surrounding energy technology and hardware. ERSS is relevant for energy practitioners, researchers interested in the social aspects of energy production or use, and policymakers. Energy Research & Social Science (ERSS) provides an interdisciplinary forum to discuss how social and technical issues related to energy production and consumption interact. Energy production, distribution, and consumption all have both technical and human components, and the latter involves the human causes and consequences of energy-related activities and processes as well as social structures that shape how people interact with energy systems. Energy analysis, therefore, needs to look beyond the dimensions of technology and economics to include these social and human elements.
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