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Social identity correlates of social media engagement before and after the 2022 Russian invasion of Ukraine

Author

Listed:
  • Yara Kyrychenko

    (University of Cambridge)

  • Tymofii Brik

    (Kyiv School of Economics)

  • Sander Linden

    (University of Cambridge)

  • Jon Roozenbeek

    (University of Cambridge
    King’s College London)

Abstract

Despite the global presence of social media platforms, the reasons why people like and share content are still poorly understood. We investigate how group identity mentions and expressions of ingroup solidarity and outgroup hostility in posts correlate with engagement on Ukrainian social media (i.e., shares, likes, and other reactions) before and after the 2022 Russian invasion of Ukraine. We use a dataset of 1.6 million posts from Ukrainian news source pages on Facebook and Twitter (currently X) and a geolocated sample of 149 thousand Ukrainian tweets. Before the 2022 Russian invasion, we observe that outgroup mentions in posts from news source pages are generally more strongly associated with engagement than negative, positive, and moral-emotional language. After the invasion, social identity mentions become less strongly associated with engagement. Moreover, post-invasion ingroup solidarity posts are strongly related to engagement, whereas posts expressing outgroup hostility show smaller associations. This is the case for both news and non-news social media data. Our correlational results suggest that signaling solidarity with one’s ingroup online is associated with more engagement than negativity about outgroups during intense periods of intergroup conflicts, at least in the context of the Russian-Ukrainian war.

Suggested Citation

  • Yara Kyrychenko & Tymofii Brik & Sander Linden & Jon Roozenbeek, 2024. "Social identity correlates of social media engagement before and after the 2022 Russian invasion of Ukraine," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52179-8
    DOI: 10.1038/s41467-024-52179-8
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    References listed on IDEAS

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    1. Olga Onuch & Henry E. Hale & Gwendolyn Sasse, 2018. "Studying identity in Ukraine," Post-Soviet Affairs, Taylor & Francis Journals, vol. 34(2-3), pages 79-83, May.
    2. Emilio Ferrara & Zeyao Yang, 2015. "Measuring Emotional Contagion in Social Media," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-14, November.
    3. Lowell Barrington, 2022. "A New Look at Region, Language, Ethnicity and Civic National Identity in Ukraine," Europe-Asia Studies, Taylor & Francis Journals, vol. 74(3), pages 360-381, March.
    4. J. Nathan Matias, 2023. "Humans and algorithms work together — so study them together," Nature, Nature, vol. 617(7960), pages 248-251, May.
    5. Volodymyr Kulyk, 2016. "National Identity in Ukraine: Impact of Euromaidan and the War," Europe-Asia Studies, Taylor & Francis Journals, vol. 68(4), pages 588-608, April.
    6. Stephen P. Nicholson, 2012. "Polarizing Cues," American Journal of Political Science, John Wiley & Sons, vol. 56(1), pages 52-66, January.
    7. Joseph Henrich & Steve J. Heine & Ara Norenzayan, 2010. "The Weirdest People in the World?," RatSWD Working Papers 139, German Data Forum (RatSWD).
    8. Gregory Eady & Tom Paskhalis & Jan Zilinsky & Richard Bonneau & Jonathan Nagler & Joshua A. Tucker, 2023. "Exposure to the Russian Internet Research Agency foreign influence campaign on Twitter in the 2016 US election and its relationship to attitudes and voting behavior," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    9. Homola, Jonathan & Pereira, Miguel M. & Tavits, Margit, 2020. "Legacies of the Third Reich: Concentration Camps and Out-group Intolerance," American Political Science Review, Cambridge University Press, vol. 114(2), pages 573-590, May.
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