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More than news! Mapping the deliberative potential of a political online ecosystem with digital trace data

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  • Lisa Oswald

    (Max Planck Institute for Human Development)

Abstract

Does the internet facilitate everyday public deliberation? Previous research on this question has largely focused on specific aspects, such as online news media diets or political discussions on social media. However, increasingly complex media environments are composed of different arenas with different respective potential for democracy. While previous work extensively dealt with the quality of political discussion online, it is a necessary but overlooked step, to consider the upstream features of digital infrastructure and usage. Using digital trace data from Germany, this study maps out which websites are relevant for online public discourse, introduces a measure of deliberative potential along six dimensions (information, communication, participation, connectivity, inclusivity and heterogeneity), and explores different types of websites alongside high level usage patterns. Besides a class of mainstream informational hubs, a class of quality information providers that includes most established public broadcasting sites was found. A third class of niche online forums hosts political discussions among more tightly-knit online communities, supporting previous findings of incidental exposure to political content online. While the mainstream information hubs in the sample attract a much larger volume of clicks, users spend relatively more time consuming political information on quality information sites as well as on niche online forums to engage with politics online. This project takes a more holistic perspective of the diverse ecosystem of online deliberation, while presenting a first quantitative exploration of a deliberative system.

Suggested Citation

  • Lisa Oswald, 2024. "More than news! Mapping the deliberative potential of a political online ecosystem with digital trace data," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03115-0
    DOI: 10.1057/s41599-024-03115-0
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    1. Dannica Fleuß & Karoline Helbig & Gary S. Schaal, 2018. "Four Parameters for Measuring Democratic Deliberation: Theoretical and Methodological Challenges and How to Respond," Politics and Governance, Cogitatio Press, vol. 6(1), pages 11-21.
    2. Gonzalo Rivero, 2019. "Preaching to the choir: ideology and following behaviour in social media," Contemporary Social Science, Taylor & Francis Journals, vol. 14(1), pages 54-70, January.
    3. Gary King & Patrick Lam & Margaret E. Roberts, 2017. "Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text," American Journal of Political Science, John Wiley & Sons, vol. 61(4), pages 971-988, October.
    4. Markus Prior, 2005. "News vs. Entertainment: How Increasing Media Choice Widens Gaps in Political Knowledge and Turnout," American Journal of Political Science, John Wiley & Sons, vol. 49(3), pages 577-592, July.
    5. Kevin Wallsten, 2007. "Agenda Setting and the Blogosphere: An Analysis of the Relationship between Mainstream Media and Political Blogs," Review of Policy Research, Policy Studies Organization, vol. 24(6), pages 567-587, November.
    6. Mark E. Warren, 2021. "A bridge across the democracy–expertise divide," Nature, Nature, vol. 596(7873), pages 493-494, August.
    7. Linzer, Drew A. & Lewis, Jeffrey B., 2011. "poLCA: An R Package for Polytomous Variable Latent Class Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i10).
    8. Ricardo Fabrino Mendonça & Selen A. Ercan, 2015. "Deliberation and protest: strange bedfellows? Revealing the deliberative potential of 2013 protests in Turkey and Brazil," Policy Studies, Taylor & Francis Journals, vol. 36(3), pages 267-282, May.
    9. Conover, Pamela Johnston & Searing, Donald D. & Crewe, Ivor M., 2002. "The Deliberative Potential of Political Discussion," British Journal of Political Science, Cambridge University Press, vol. 32(1), pages 21-62, January.
    10. Gerber, Marlène & Bächtiger, André & Shikano, Susumu & Reber, Simon & Rohr, Samuel, 2018. "Deliberative Abilities and Influence in a Transnational Deliberative Poll (EuroPolis)," British Journal of Political Science, Cambridge University Press, vol. 48(4), pages 1093-1118, October.
    11. Gregory Eady & Jonathan Nagler & Andy Guess & Jan Zilinsky & Joshua A. Tucker, 2019. "How Many People Live in Political Bubbles on Social Media? Evidence From Linked Survey and Twitter Data," SAGE Open, , vol. 9(1), pages 21582440198, February.
    12. Fleuß, Dannica & Helbig, Karoline & Schaal, Gary S., 2018. "Four Parameters for Measuring Democratic Deliberation: Theoretical and Methodological Challenges and How to Respond," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 6(1), pages 11-21.
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