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How the experience of California wildfires shape Twitter climate change framings

Author

Listed:
  • Jessie W. Y. Ko

    (University of California)

  • Shengquan Ni

    (University of California)

  • Alexander Taylor

    (University of California)

  • Xiusi Chen

    (University of California)

  • Yicong Huang

    (University of California)

  • Avinash Kumar

    (University of California)

  • Sadeem Alsudais

    (University of California)

  • Zuozhi Wang

    (University of California)

  • Xiaozhen Liu

    (University of California)

  • Wei Wang

    (University of California)

  • Chen Li

    (University of California)

  • Suellen Hopfer

    (University of California)

Abstract

Climate communication scientists search for effective message strategies to engage the ambivalent public in support of climate advocacy. The personal experience of wildfire is expected to render climate change impacts more concretely, pointing to a potential message strategy to engage the public. This study examined Twitter discourse related to climate change during the onset of 20 wildfires in California between the years 2017 and 2021. In this mixed method study, we analyzed tweets geographically and temporally proximal to the occurrence of wildfires to discover framings and examined how frequencies in climate framings changed before and after fires. Results identified three predominant climate framings: linking wildfire to climate change, suggesting climate actions, and attributing climate change to adversities besides wildfires. Mean tweet frequencies linking wildfire to climate change and attributing adversities increased significantly after the onset of fire. While suggesting climate action tweets also increased, the increase was not statistically significant. Temporal analysis of tweet frequencies for the three themes of tweets showed that discussion increased after the onset of a fire but persisted typically no more than 2 weeks. For fires that burned for longer periods of more than a month, external events triggered climate discussions. Our findings contribute to identifying how the personal experience of wildfire shapes Twitter discussion related to climate change, and how these framings change over time during wildfire events, leading to insights into critical time points after wildfire for implementing message strategies to increase public engagement on climate change impacts and policy.

Suggested Citation

  • Jessie W. Y. Ko & Shengquan Ni & Alexander Taylor & Xiusi Chen & Yicong Huang & Avinash Kumar & Sadeem Alsudais & Zuozhi Wang & Xiaozhen Liu & Wei Wang & Chen Li & Suellen Hopfer, 2024. "How the experience of California wildfires shape Twitter climate change framings," Climatic Change, Springer, vol. 177(1), pages 1-21, January.
    • Handle: RePEc:spr:climat:v:177:y:2024:i:1:d:10.1007_s10584-023-03668-0
    DOI: 10.1007/s10584-023-03668-0
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    References listed on IDEAS

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    1. Simon Donner & Jeremy McDaniels, 2013. "The influence of national temperature fluctuations on opinions about climate change in the U.S. since 1990," Climatic Change, Springer, vol. 118(3), pages 537-550, June.
    2. Robert Brulle & Jason Carmichael & J. Jenkins, 2012. "Shifting public opinion on climate change: an empirical assessment of factors influencing concern over climate change in the U.S., 2002–2010," Climatic Change, Springer, vol. 114(2), pages 169-188, September.
    3. Lorraine Whitmarsh, 2008. "Are flood victims more concerned about climate change than other people? The role of direct experience in risk perception and behavioural response," Journal of Risk Research, Taylor & Francis Journals, vol. 11(3), pages 351-374, April.
    4. Hazlett, Chad & Mildenberger, Matto, 2020. "Wildfire Exposure Increases Pro-Environment Voting within Democratic but Not Republican Areas," American Political Science Review, Cambridge University Press, vol. 114(4), pages 1359-1365, November.
    5. Chad Zanocco & Hilary Boudet & Roberta Nilson & Hannah Satein & Hannah Whitley & June Flora, 2018. "Place, proximity, and perceived harm: extreme weather events and views about climate change," Climatic Change, Springer, vol. 149(3), pages 349-365, August.
    6. Matthew J. Hornsey & Emily A. Harris & Paul G. Bain & Kelly S. Fielding, 2016. "Meta-analyses of the determinants and outcomes of belief in climate change," Nature Climate Change, Nature, vol. 6(6), pages 622-626, June.
    7. Matthew R. Sisco & Valentina Bosetti & Elke U. Weber, 2017. "When do extreme weather events generate attention to climate change?," Climatic Change, Springer, vol. 143(1), pages 227-241, July.
    8. Stuart Capstick & Nicholas Pidgeon, 2014. "Public perception of cold weather events as evidence for and against climate change," Climatic Change, Springer, vol. 122(4), pages 695-708, February.
    9. Wanyun Shao & Kirby Goidel, 2016. "Seeing is Believing? An Examination of Perceptions of Local Weather Conditions and Climate Change Among Residents in the U.S. Gulf Coast," Risk Analysis, John Wiley & Sons, vol. 36(11), pages 2136-2157, November.
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