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Reformulating computational social science with citizen social science: the case of a community-based mental health care research

Author

Listed:
  • Isabelle Bonhoure

    (Universitat de Barcelona
    Universitat de Barcelona Institute of Complex Systems UBICS)

  • Anna Cigarini

    (Universitat de Barcelona
    Universitat de Barcelona Institute of Complex Systems UBICS
    Internet Interdisciplinary Institute, Open University of Catalonia)

  • Julián Vicens

    (Universitat de Barcelona
    Universitat de Barcelona Institute of Complex Systems UBICS
    Fundació Eurecat)

  • Bàrbara Mitats

    (Federació Salut Mental Catalunya)

  • Josep Perelló

    (Universitat de Barcelona
    Universitat de Barcelona Institute of Complex Systems UBICS)

Abstract

Computational social science is being scrutinised and some concerns have been expressed with regards to the lack of transparency and inclusivity in some of the researches. However, how computational social science can be reformulated to adopt participatory and inclusive practices? And, furthermore, which aspects shall be carefully considered to make possible this reformulation? We present a practical case that addresses the challenge of collectively studying social interactions within community-based mental health care. This study is done by revisiting and revising social science methods such as social dilemmas and game theory and by incorporating the use of digital interfaces to run experiments in-the-field. The research can be framed within the emergent citizen social science or social citizen science where shared practices are still lacking. We have identified five key steps of the research process to be considered to introduce participatory and inclusive practices: research framing, research design, experimental spaces, data sources, and actionable knowledge. Social dilemmas and game theory methods and protocols need to be reconsidered as an experiential activity that enables participants to self-reflect. Co-design dynamics and the building of a working group outside the academia are important to initiate socially robust knowledge co-production. Research results should support evidence-based policies and collective actions put forward by the civil society. The inclusion of underserved groups is discussed as a way forward to new avenues of computational social science jointly with intricate ethical aspects. Finally, the paper also provides some reflections to explore the particularities of a further enhancement of social dimensions in citizen science.

Suggested Citation

  • Isabelle Bonhoure & Anna Cigarini & Julián Vicens & Bàrbara Mitats & Josep Perelló, 2023. "Reformulating computational social science with citizen social science: the case of a community-based mental health care research," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
  • Handle: RePEc:pal:palcom:v:10:y:2023:i:1:d:10.1057_s41599-023-01577-2
    DOI: 10.1057/s41599-023-01577-2
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    References listed on IDEAS

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    1. Michael J. Leach, 2019. "N of 1," The Mathematical Intelligencer, Springer, vol. 41(4), pages 28-28, December.
    2. Mirta Galesic & Wändi Bruine de Bruin & Jonas Dalege & Scott L. Feld & Frauke Kreuter & Henrik Olsson & Drazen Prelec & Daniel L. Stein & Tamara van der Does, 2021. "Human social sensing is an untapped resource for computational social science," Nature, Nature, vol. 595(7866), pages 214-222, July.
    3. Mario Guti'errez-Roig & Carlota Segura & Jordi Duch & Josep Perell'o, 2016. "Market Imitation and Win-Stay Lose-Shift strategies emerge as unintended patterns in market direction guesses," Papers 1604.01557, arXiv.org.
    4. Aisling Irwin, 2018. "No PhDs needed: how citizen science is transforming research," Nature, Nature, vol. 562(7728), pages 480-482, October.
    5. Julián Vicens & Josep Perelló & Jordi Duch, 2018. "Citizen Social Lab: A digital platform for human behavior experimentation within a citizen science framework," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-20, December.
    6. Julian Vicens & Nereida Bueno-Guerra & Mario Gutiérrez-Roig & Carlos Gracia-Lázaro & Jesús Gómez-Gardeñes & Josep Perelló & Angel Sánchez & Yamir Moreno & Jordi Duch, 2018. "Resource heterogeneity leads to unjust effort distribution in climate change mitigation," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-17, October.
    7. Jake M. Hofman & Duncan J. Watts & Susan Athey & Filiz Garip & Thomas L. Griffiths & Jon Kleinberg & Helen Margetts & Sendhil Mullainathan & Matthew J. Salganik & Simine Vazire & Alessandro Vespignani, 2021. "Integrating explanation and prediction in computational social science," Nature, Nature, vol. 595(7866), pages 181-188, July.
    8. Helga Nowotny, 2003. "Democratising expertise and socially robust knowledge," Science and Public Policy, Oxford University Press, vol. 30(3), pages 151-156, June.
    9. Betsy Sparrow, 2018. "The importance of contextual relevance," Nature Human Behaviour, Nature, vol. 2(9), pages 607-607, September.
    10. Stefan Thomas & David Scheller & Susan Schröder, 2021. "Co-creation in citizen social science: the research forum as a methodological foundation for communication and participation," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-11, December.
    11. Alexandra Albert, 2021. "Citizen social science in practice: the case of the Empty Houses Project," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-11, December.
    12. Mario Gutiérrez-Roig & Carlota Segura & Jordi Duch & Josep Perelló, 2016. "Market Imitation and Win-Stay Lose-Shift Strategies Emerge as Unintended Patterns in Market Direction Guesses," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-19, August.
    13. Jukka Jouhki & Epp Lauk & Maija Penttinen & Niina Sormanen & Turo Uskali, 2016. "Facebook’s Emotional Contagion Experiment as a Challenge to Research Ethics," Media and Communication, Cogitatio Press, vol. 4(4), pages 75-85.
    14. Claudia Göbel & Sylvi Mauermeister & Justus Henke, 2022. "Citizen Social Science in Germany—cooperation beyond invited and uninvited participation," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    15. Loreta Tauginienė & Eglė Butkevičienė & Katrin Vohland & Barbara Heinisch & Maria Daskolia & Monika Suškevičs & Manuel Portela & Bálint Balázs & Baiba Prūse, 2020. "Citizen science in the social sciences and humanities: the power of interdisciplinarity," Palgrave Communications, Palgrave Macmillan, vol. 6(1), pages 1-11, December.
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