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Complexity in online collective assessments: Implications for the wisdom of the crowd

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  • Richet, Jean-Loup
  • Currás-Móstoles, Rosa
  • Martín, José María Martín

Abstract

This research investigates how the complex intertwining of multiple assessments influences the way in which scientific consensus and health policy are perceived. We identified an extreme case in France, with its divided political views on glyphosate, which enabled us to highlight unusual variations and develop a richer, more thorough understanding of cognitive biases and complex collective assessments related to health policy. Our sample comprised 51 articles from four major French online media outlets, 2944 user-generated comments (84,386 words), and 52,023 social audience metrics collected during the heated period following the glyphosate renewal decision made by the European Commission, from November 27, 2017, to December 04, 2017. Through a discourse analysis, we uncovered the media articles' discursive strategies. We also explored the embedded user-generated comments and analyzed collective assessments of glyphosate policy. Our primary contribution lies in developing an understanding of the mechanisms involved in collective assessments of health policy and research consensus. We explored the role played by emotional and moral assessments as antecedents to online polarization. We argue that the complex intertwining of rational, emotional and moral assessments influences how academic consensus is perceived. This research answers the call for more research on the health policy communication process and on the logic of controversy at the interface between politics and science.

Suggested Citation

  • Richet, Jean-Loup & Currás-Móstoles, Rosa & Martín, José María Martín, 2024. "Complexity in online collective assessments: Implications for the wisdom of the crowd," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
  • Handle: RePEc:eee:tefoso:v:200:y:2024:i:c:s0040162523007539
    DOI: 10.1016/j.techfore.2023.123068
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    References listed on IDEAS

    as
    1. Glen E. Kreiner & Blake E. Ashforth & David M. Sluss, 2006. "Identity Dynamics in Occupational Dirty Work: Integrating Social Identity and System Justification Perspectives," Organization Science, INFORMS, vol. 17(5), pages 619-636, October.
    2. Andrés Marroquín Gramajo, 2008. "Rationality as a Social Construction: What Does Individual Behavior Have to Say about Development in an Amazon Community?," Journal of Economic Issues, Taylor & Francis Journals, vol. 42(1), pages 115-132, March.
    3. Frantz Rowe & Ojelanki Ngwenyama & Jean-Loup Richet, 2020. "Contact-tracing apps and alienation in the age of COVID-19," European Journal of Information Systems, Taylor & Francis Journals, vol. 29(5), pages 545-562, September.
    4. Featherman, Mauricio & Jia, Shizhen (Jasper) & Califf, Christopher B. & Hajli, Nick, 2021. "The impact of new technologies on consumers beliefs: Reducing the perceived risks of electric vehicle adoption," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    5. Twardawski, Torsten & Kind, Axel, 2023. "Board overconfidence in mergers and acquisitions," Journal of Business Research, Elsevier, vol. 165(C).
    6. Arora, Swapan Deep & Singh, Guninder Pal & Chakraborty, Anirban & Maity, Moutusy, 2022. "Polarization and social media: A systematic review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    7. Hung, Shih-Chang & Chang, Shu-Chen, 2023. "Framing the virus: The political, economic, biomedical and social understandings of the COVID-19 in Taiwan," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    8. Ramani, Shyama V. & Thutupalli, Ajay, 2015. "Emergence of controversy in technology transitions: Green Revolution and Bt cotton in India," Technological Forecasting and Social Change, Elsevier, vol. 100(C), pages 198-212.
    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. Wang, Yuxi & McKee, Martin & Torbica, Aleksandra & Stuckler, David, 2019. "Systematic Literature Review on the Spread of Health-related Misinformation on Social Media," Social Science & Medicine, Elsevier, vol. 240(C).
    11. Labarthe, Pierre & Coléno, François & Enjalbert, Jérôme & Fugeray-Scarbel, Aline & Hannachi, Mourad & Lemarié, Stéphane, 2021. "Exploration, exploitation and environmental innovation in agriculture. The case of variety mixture in France and Denmark," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    12. Reid, Susan E. & Ramani, Shyama V., 2012. "The harnessing of biotechnology in India: Which roads to travel?," Technological Forecasting and Social Change, Elsevier, vol. 79(4), pages 648-664.
    13. Paul Slovic & Melissa L. Finucane & Ellen Peters & Donald G. MacGregor, 2004. "Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 311-322, April.
    14. de Barra, Mícheál, 2017. "Reporting bias inflates the reputation of medical treatments: A comparison of outcomes in clinical trials and online product reviews," Social Science & Medicine, Elsevier, vol. 177(C), pages 248-255.
    15. Kwon, Wi-Suk & Lennon, Sharron J., 2009. "What induces online loyalty? Online versus offline brand images," Journal of Business Research, Elsevier, vol. 62(5), pages 557-564, May.
    16. Islam, A.K.M. Najmul & Laato, Samuli & Talukder, Shamim & Sutinen, Erkki, 2020. "Misinformation sharing and social media fatigue during COVID-19: An affordance and cognitive load perspective," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    17. Liu, Ning & Chen, Zhuo & Bao, Guoxian, 2021. "Role of media coverage in mitigating COVID-19 transmission: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    18. Deng, Haiyan & Hu, Ruifa & Pray, Carl & Jin, Yanhong, 2019. "Impact of government policies on private R&D investment in agricultural biotechnology: Evidence from chemical and pesticide firms in China," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 208-215.
    19. Herbert A. Simon, 1955. "A Behavioral Model of Rational Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 69(1), pages 99-118.
    20. Pierre Labarthe & François Coléno & Jérôme Enjalbert & Aline Fugeray-Scarbel & Mourad Hannachi & Stephane Lemarié, 2021. "Exploration, exploitation and environmental innovation in agriculture. The case of variety mixture in France and Denmark," Post-Print hal-03317341, HAL.
    21. Steven A. Greenlaw & Stephen B. Deloach, 2003. "Teaching Critical Thinking with Electronic Discussion," The Journal of Economic Education, Taylor & Francis Journals, vol. 34(1), pages 36-52, January.
    22. Matthew Gentzkow & Jesse M. Shapiro, 2011. "Ideological Segregation Online and Offline," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1799-1839.
    23. Collins, Dorothy L. & Street Jr., Richard L., 2009. "A dialogic model of conversations about risk: Coordinating perceptions and achieving quality decisions in cancer care," Social Science & Medicine, Elsevier, vol. 68(8), pages 1506-1512, April.
    24. Bornstein, Brian H. & Christine Emler, A. & Chapman, Gretchen B., 1999. "Rationality in medical treatment decisions: is there a sunk-cost effect?," Social Science & Medicine, Elsevier, vol. 49(2), pages 215-222, July.
    25. José María Martín Martín & Sara Calvo Martínez & José Manuel Guaita Martínez & Domingo Enrique Ribeiro Soriano, 2022. "RETRACTED ARTICLE: Qualitative analysis on the driving force behind upcycling practices associated with mobile applications: Circular economy perspective," Operations Management Research, Springer, vol. 15(3), pages 647-661, December.
    26. Kimberly D. Elsbach & C. B. Bhattacharya, 2001. "Defining Who You Are By What You're Not: Organizational Disidentification and The National Rifle Association," Organization Science, INFORMS, vol. 12(4), pages 393-413, August.
    27. Hailiang Chen & Prabuddha De & Yu (Jeffrey) Hu & Byoung-Hyoun Hwang, 2014. "Wisdom of Crowds: The Value of Stock Opinions Transmitted Through Social Media," The Review of Financial Studies, Society for Financial Studies, vol. 27(5), pages 1367-1403.
    28. Diwas KC & Bradley R. Staats & Francesca Gino, 2013. "Learning from My Success and from Others' Failure: Evidence from Minimally Invasive Cardiac Surgery," Management Science, INFORMS, vol. 59(11), pages 2435-2449, November.
    29. Mary J. Waller & Naina Gupta & Robert C. Giambatista, 2004. "Effects of Adaptive Behaviors and Shared Mental Models on Control Crew Performance," Management Science, INFORMS, vol. 50(11), pages 1534-1544, November.
    30. Braverman, Jennifer A. & Blumenthal-Barby, J.S., 2012. "Assessment of the sunk-cost effect in clinical decision-making," Social Science & Medicine, Elsevier, vol. 75(1), pages 186-192.
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