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The wisdom of polarized crowds

Author

Listed:
  • Feng Shi

    (University of North Carolina at Chapel Hill
    University of Chicago)

  • Misha Teplitskiy

    (University of Chicago
    Harvard University)

  • Eamon Duede

    (University of Chicago
    University of Chicago)

  • James A. Evans

    (University of Chicago
    University of Chicago
    Santa Fe Institute)

Abstract

As political polarization in the United States continues to rise1–3, the question of whether polarized individuals can fruitfully cooperate becomes pressing. Although diverse perspectives typically lead to superior team performance on complex tasks4,5, strong political perspectives have been associated with conflict, misinformation and a reluctance to engage with people and ideas beyond one’s echo chamber6–8. Here, we explore the effect of ideological composition on team performance by analysing millions of edits to Wikipedia’s political, social issues and science articles. We measure editors’ online ideological preferences by how much they contribute to conservative versus liberal articles. Editor surveys suggest that online contributions associate with offline political party affiliation and ideological self-identity. Our analysis reveals that polarized teams consisting of a balanced set of ideologically diverse editors produce articles of a higher quality than homogeneous teams. The effect is most clearly seen in Wikipedia’s political articles, but also in social issues and even science articles. Analysis of article ‘talk pages’ reveals that ideologically polarized teams engage in longer, more constructive, competitive and substantively focused but linguistically diverse debates than teams of ideological moderates. More intense use of Wikipedia policies by ideologically diverse teams suggests institutional design principles to help unleash the power of polarization.

Suggested Citation

  • Feng Shi & Misha Teplitskiy & Eamon Duede & James A. Evans, 2019. "The wisdom of polarized crowds," Nature Human Behaviour, Nature, vol. 3(4), pages 329-336, April.
    • Handle: RePEc:nat:nathum:v:3:y:2019:i:4:d:10.1038_s41562-019-0541-6
    DOI: 10.1038/s41562-019-0541-6
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    Citations

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    Cited by:

    1. Benjamin Monnery & François-Charles Wolff, 2023. "Is participatory democracy in line with social protest? Evidence from the French Yellow Vests movement," Public Choice, Springer, vol. 197(1), pages 283-309, October.
    2. Kai Ruggeri & Bojana Većkalov & Lana Bojanić & Thomas L. Andersen & Sarah Ashcroft-Jones & Nélida Ayacaxli & Paula Barea-Arroyo & Mari Louise Berge & Ludvig D. Bjørndal & Aslı Bursalıoğlu & Vanessa Bü, 2021. "The general fault in our fault lines," Nature Human Behaviour, Nature, vol. 5(10), pages 1369-1380, October.
    3. Eugen Dimant, 2020. "Hate Trumps Love: The Impact of Political Polarization on Social Preferences," ECONtribute Discussion Papers Series 029, University of Bonn and University of Cologne, Germany.
    4. Baerg, Nicole Rae & Krainin, Colin, 2022. "Divided committees and strategic vagueness," European Journal of Political Economy, Elsevier, vol. 74(C).
    5. Duede, Eamon & Teplitskiy, Misha & Lakhani, Karim & Evans, James, 2024. "Being together in place as a catalyst for scientific advance," Research Policy, Elsevier, vol. 53(2).
    6. Martin-Gutierrez, Samuel & Losada, Juan C. & Benito, Rosa M., 2023. "Multipolar social systems: Measuring polarization beyond dichotomous contexts," Chaos, Solitons & Fractals, Elsevier, vol. 169(C).
    7. Saumya Bhadani & Shun Yamaya & Alessandro Flammini & Filippo Menczer & Giovanni Luca Ciampaglia & Brendan Nyhan, 2022. "Political audience diversity and news reliability in algorithmic ranking," Nature Human Behaviour, Nature, vol. 6(4), pages 495-505, April.
    8. Yeomans, Michael & Minson, Julia & Collins, Hanne & Chen, Frances & Gino, Francesca, 2020. "Conversational receptiveness: Improving engagement with opposing views," Organizational Behavior and Human Decision Processes, Elsevier, vol. 160(C), pages 131-148.
    9. Iandoli, Luca & Primario, Simonetta & Zollo, Giuseppe, 2021. "The impact of group polarization on the quality of online debate in social media: A systematic literature review," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    10. Jon Atwell & Marlon Twyman II, 2023. "Metawisdom of the Crowd: How Choice Within Aided Decision Making Can Make Crowd Wisdom Robust," Papers 2308.15451, arXiv.org.

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