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Ideological biases in social sharing of online information about climate change

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Investigation: Tristan J. B. Cann, Iain S. Weaver, Hywel T. P. Williams. Methodology: Tristan J. B. Cann, Iain S. Weaver, Hywel T. P. Williams. Software: Tristan J. B. Cann, Iain S. Weaver. Supervision: Iain S. Weaver, Hywel T. P. Williams. Visualization: Tristan J. B. Cann, Iain S. Weaver. Writing – original draft: Tristan J. B. Cann. Writing – review & editing: Tristan J. B. Cann, Iain S. Weaver, Hywel T. P. Williams. References 1. Leiserowitz A, Maibach E, Roser-Renouf C, Feinberg G, Howe P. Global Warming’s Six Americas: Sep- tember 2012; 2013. 2. Metag J, Fu¨ chslin T, Scha¨fer MS. Global warming’s five Germanys: A typology of Germans’ views on climate change and patterns of media use and information. Public Understanding of Science. 2017; 26 (4):434–451. https://doi.org/10.1177/0963662515592558 PMID: 26142148 3. Dunlap RE, McCright AM, Yarosh JH. The Political Divide on Climate Change: Partisan Polarization Widens in the U.S. Environment: Science and Policy for Sustainable Development. 2016; 58(5):4–23. 4. Feldman L, Hart PS, Leiserowitz A, Maibach E, Roser-Renouf C. Do Hostile Media Perceptions Lead to Action? The Role of Hostile Media Perceptions, Political Efficacy, and Ideology in Predicting Climate Change Activism. Communication Research. 2017; 44(8):1099–1124. https://doi.org/10.1177/ 0093650214565914 5. Porter AJ, Hellsten I. Investigating Participatory Dynamics Through Social Media Using a Multidetermi- nant “Frame” Approach: The Case of Climategate on YouTube. Journal of Computer-Mediated Com-

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munication. 2014; 19(4):1024–1041. https://doi.org/10.1111/jcc4.12065 6. Connor P, Harris E, Guy S, Fernando J, Shank DB, Kurz T, et al. Interpersonal communication about cli- mate change: how messages change when communicated through simulated online social networks. Climatic Change. 2016; 136(3):463–476. https://doi.org/10.1007/s10584-016-1643-z 7. Zhang B, van der Linden S, Mildenberger M, Marlon JR, Howe PD, Leiserowitz A. Experimental effects of climate messages vary geographically. Nature Climate Change. 2018; 8(5):370–374. https://doi.org/ 10.1038/s41558-018-0122-0 8. Valkenburg P, Peter J. Comm Research—Views from Europe| Five Challenges for the Future of Media- Effects Research. International Journal of Communication. 2013; 7(0). 9. Feezell JT. Agenda Setting through Social Media: The Importance of Incidental News Exposure and Social Filtering in the Digital Era. Political Research Quarterly. 2018; 71(2):482–494. https://doi.org/10. 1177/1065912917744895 10. Mo¨ller J, Trilling D, Helberger N, van Es B. Do not blame it on the algorithm: an empirical assessment of multiple recommender systems and their impact on content diversity. Information, Communication & Society. 2018; 21(7):959–977. https://doi.org/10.1080/1369118X.2018.1444076 11. Castells M. Communication, Power and Counter-power in the Network Society. International Journal of Communication. 2007; 1(1). 12. Shearer E, Gottfried J. News Use Across Social Media Platforms 2017. Pew Research Center; 2017. Available from: http://www.journalism.org/2017/09/07/news-use-across-social-media-platforms-2017/.

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13. Weaver IS, Williams H, Cioroianu I, Jasny L, Coan T, Banducci S. Communities of online news expo- sure during the UK General Election 2015. Online Social Networks and Media. 2019; 10-11:18–30. https://doi.org/10.1016/j.osnem.2019.05.001 14. DiMaggio P, Evans J, Bryson B. Have American’s Social Attitudes Become More Polarized? American Journal of Sociology. 1996; 102(3):690–755. https://doi.org/10.1086/230995 15. Fernandez M, Piccolo LSG, Maynard D, Wippoo M, Meili C, Alani H. Talking Climate Change via Social Media: Communication, Engagement and Behaviour. In: Proceedings of the 8th ACM Conference on Web Science; 2016. p. 85–94. Available from: http://doi.acm.org/10.1145/2908131.2908167. 16. Segerberg A, Bennett WL. Social Media and the Organization of Collective Action: Using Twitter to Explore the Ecologies of Two Climate Change Protests. The Communication Review. 2011; 14(3):197– 215. https://doi.org/10.1080/10714421.2011.597250 PLOS ONE Ideological biases in social sharing of online information about climate change PLOS ONE | https://doi.org/10.1371/journal.pone.0250656 April 23, 2021 23 / 25