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Climate change denial and ideology in Swedish online media: measuring ideology change using a computational approach

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  • Victoria Yantseva

    (Uppsala University)

Abstract

In this article, we examine the ideological trajectories of Facebook groups discussing climate change issues in Sweden, with a particular focus on groups expressing climate change denial beliefs. Using textual data spanning nine years, we construct an ideological space through text embeddings and apply trajectory analysis to map the ideological movement of these groups, exploring potential radicalisation or polarisation in users’ beliefs. Our findings suggest that most groups spreading climate change denial views occupy a shared ideological space, but are positioned on the periphery rather than at the centre. Additionally, we identify several distinct clusters of actors with similar movement patterns, some of which shift towards positions where climate change scepticism or increased problematisation of climate change issues is more prevalent. Finally, we discuss ways to interpret the dimensions of the resulting ideological space.

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  • Victoria Yantseva, 2025. "Climate change denial and ideology in Swedish online media: measuring ideology change using a computational approach," Journal of Computational Social Science, Springer, vol. 8(1), pages 1-25, February.
    • Handle: RePEc:spr:jcsosc:v:8:y:2025:i:1:d:10.1007_s42001-024-00343-x
    DOI: 10.1007/s42001-024-00343-x
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    References listed on IDEAS

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    1. Kirsti M. Jylhä & Pontus Strimling & Jens Rydgren, 2020. "Climate Change Denial among Radical Right-Wing Supporters," Sustainability, MDPI, vol. 12(23), pages 1-15, December.
    2. Huang, Huiping, 2016. "Media use, environmental beliefs, self-efficacy, and pro-environmental behavior," Journal of Business Research, Elsevier, vol. 69(6), pages 2206-2212.
    3. Rheault, Ludovic & Cochrane, Christopher, 2020. "Word Embeddings for the Analysis of Ideological Placement in Parliamentary Corpora," Political Analysis, Cambridge University Press, vol. 28(1), pages 112-133, January.
    4. Silke Adam & Ueli Reber & Thomas Häussler & Hannah Schmid-Petri, 2020. "How climate change skeptics (try to) spread their ideas: Using computational methods to assess the resonance among skeptics’ and legacy media," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-23, October.
    5. 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.
    6. François Facchini, 2016. "Political ideological shift: A theoretical approach," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01350612, HAL.
    7. Heidi Schulze, 2020. "Who Uses Right-Wing Alternative Online Media? An Exploration of Audience Characteristics," Politics and Governance, Cogitatio Press, vol. 8(3), pages 6-18.
    8. Robert Higgs, 2008. "The Complex Course of Ideological Change," American Journal of Economics and Sociology, Wiley Blackwell, vol. 67(4), pages 547-565, October.
    9. Simon Matti & Christer Petersson & Charlotta Söderberg, 2021. "The Swedish climate policy framework as a means for climate policy integration: an assessment," Climate Policy, Taylor & Francis Journals, vol. 21(9), pages 1146-1158, October.
    10. Monroe, Burt L. & Colaresi, Michael P. & Quinn, Kevin M., 2008. "Fightin' Words: Lexical Feature Selection and Evaluation for Identifying the Content of Political Conflict," Political Analysis, Cambridge University Press, vol. 16(4), pages 372-403.
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