IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i3p1187-d485753.html
   My bibliography  Save this article

Assessment of Online Deliberative Quality: New Indicators Using Network Analysis and Time-Series Analysis

Author

Listed:
  • Bokyong Shin

    (Faculty of Social Sciences, University of Helsinki, 00014 Helsinki, Finland)

  • Mikko Rask

    (Consumer Society Research Centre, Faculty of Social Sciences & Helsinki Institute for Sustainability Science, University of Helsinki, 00014 Helsinki, Finland)

Abstract

Online deliberation research has recently developed automated indicators to assess the deliberative quality of much user-generated online data. While most previous studies have developed indicators based on content analysis and network analysis, time-series data and associated methods have been studied less thoroughly. This article contributes to the literature by proposing indicators based on a combination of network analysis and time-series analysis, arguing that it will help monitor how online deliberation evolves. Based on Habermasian deliberative criteria, we develop six throughput indicators and demonstrate their applications in the OmaStadi participatory budgeting project in Helsinki, Finland. The study results show that these indicators consist of intuitive figures and visualizations that will facilitate collective intelligence on ongoing processes and ways to solve problems promptly.

Suggested Citation

  • Bokyong Shin & Mikko Rask, 2021. "Assessment of Online Deliberative Quality: New Indicators Using Network Analysis and Time-Series Analysis," Sustainability, MDPI, vol. 13(3), pages 1-21, January.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1187-:d:485753
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/3/1187/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/13/3/1187/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Andriana S L O Campanharo & M Irmak Sirer & R Dean Malmgren & Fernando M Ramos & Luís A Nunes Amaral, 2011. "Duality between Time Series and Networks," PLOS ONE, Public Library of Science, vol. 6(8), pages 1-13, August.
    2. Carlos Muñiz & Eva Campos-Domínguez & Alma Rosa Saldierna & José Luis Dader, 2019. "Engagement of politicians and citizens in the cyber campaign on Facebook: a comparative analysis between Mexico and Spain," Contemporary Social Science, Taylor & Francis Journals, vol. 14(1), pages 102-113, January.
    3. Nikolaos A. Skondras & Demetrios E. Tsesmelis & Constantina G. Vasilakou & Christos A. Karavitis, 2020. "Resilience–Vulnerability Analysis: A Decision-Making Framework for Systems Assessment," Sustainability, MDPI, vol. 12(22), pages 1-14, November.
    4. Giliberto Capano & Jun Jie Woo, 2017. "Resilience and robustness in policy design: a critical appraisal," Policy Sciences, Springer;Society of Policy Sciences, vol. 50(3), pages 399-426, September.
    5. Karl Widerquist, 2018. "The Bottom Line," Exploring the Basic Income Guarantee, in: A Critical Analysis of Basic Income Experiments for Researchers, Policymakers, and Citizens, chapter 0, pages 93-98, Palgrave Macmillan.
    6. Efrat Eizenberg & Yosef Jabareen, 2017. "Social Sustainability: A New Conceptual Framework," Sustainability, MDPI, vol. 9(1), pages 1-16, January.
    7. Anne Egelston & Scott Cook & Tu Nguyen & Samantha Shaffer, 2019. "Networks for the Future: A Mathematical Network Analysis of the Partnership Data for Sustainable Development Goals," Sustainability, MDPI, vol. 11(19), pages 1-13, October.
    8. Annemarie van Zeijl-Rozema & Ron Cörvers & René Kemp & Pim Martens, 2008. "Governance for sustainable development: a framework," Sustainable Development, John Wiley & Sons, Ltd., vol. 16(6), pages 410-421.
    9. W. H. Voorberg & V. J. J. M. Bekkers & L. G. Tummers, 2015. "A Systematic Review of Co-Creation and Co-Production: Embarking on the social innovation journey," Public Management Review, Taylor & Francis Journals, vol. 17(9), pages 1333-1357, October.
    10. Parthasarathy, Ramya & Rao, Vijayendra & Palaniswamy, Nethra, 2019. "Deliberative Democracy in an Unequal World: A Text-As-Data Study of South India’s Village Assemblies," American Political Science Review, Cambridge University Press, vol. 113(3), pages 623-640, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aurelio Tommasetti & Riccardo Mussari & Gennaro Maione & Daniela Sorrentino, 2020. "Sustainability Accounting and Reporting in the Public Sector: Towards Public Value Co-Creation?," Sustainability, MDPI, vol. 12(5), pages 1-19, March.
    2. Candel, Melissa & Paulsson, Jenny, 2023. "Enhancing public value with co-creation in public land development: The role of municipalities," Land Use Policy, Elsevier, vol. 132(C).
    3. Stephen J. Tiller & Adam P. Rhindress & Ibrahim O. Oguntola & M. Ali Ülkü & Kent A. Williams & Binod Sundararajan, 2022. "Exploring the Impact of Climate Change on Arctic Shipping through the Lenses of Quadruple Bottom Line and Sustainable Development Goals," Sustainability, MDPI, vol. 14(4), pages 1-29, February.
    4. Sebastian Fredershausen & Henrik Lechte & Mathias Willnat & Tobias Witt & Christine Harnischmacher & Tim-Benjamin Lembcke & Matthias Klumpp & Lutz Kolbe, 2021. "Towards an Understanding of Hydrogen Supply Chains: A Structured Literature Review Regarding Sustainability Evaluation," Sustainability, MDPI, vol. 13(21), pages 1-19, October.
    5. Jesse M. Keenan & Benjamin D. Trump & William Hynes & Igor Linkov, 2021. "Exploring the Convergence of Resilience Processes and Sustainable Outcomes in Post-COVID, Post-Glasgow Economies," Sustainability, MDPI, vol. 13(23), pages 1-12, December.
    6. Nurlan Orazalin & Mady Baydauletov, 2020. "Corporate social responsibility strategy and corporate environmental and social performance: The moderating role of board gender diversity," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(4), pages 1664-1676, July.
    7. Sudhamayee, K. & Krishna, M. Gopal & Manimaran, P., 2023. "Simplicial network analysis on EEG signals," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 630(C).
    8. Maria Björklund & Helena Forslund, 2019. "Challenges Addressed by Swedish Third-Party Logistics Providers Conducting Sustainable Logistics Business Cases," Sustainability, MDPI, vol. 11(9), pages 1-15, May.
    9. Olawale Fatoki, 2019. "Sustainability orientation and sustainable entrepreneurial intentions of university students in South Africa," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 7(2), pages 990-999, December.
    10. Oliver Wagner & Thomas Adisorn & Lena Tholen & Dagmar Kiyar, 2020. "Surviving the Energy Transition: Development of a Proposal for Evaluating Sustainable Business Models for Incumbents in Germany’s Electricity Market," Energies, MDPI, vol. 13(3), pages 1-17, February.
    11. Petteri Repo & Kaisa Matschoss, 2019. "Social Innovation for Sustainability Challenges," Sustainability, MDPI, vol. 12(1), pages 1-12, December.
    12. Mensah Marfo & Abiel Ashitey ARMAH & Eleazer Fianko Ofei & Isaac Sewornu Coffie & Linda Adadevoh & Sanjeet Kumar Pattnaik & Carl Asante Reindoph & Edward Annan, 2024. "Competitive advantage and sustainability in Ghanaian microfinance institutions: the mediating role of strategic capabilities," Future Business Journal, Springer, vol. 10(1), pages 1-18, December.
    13. Jolita Vveinhardt & Vilija Bite Fominiene & Regina Andriukaitiene, 2019. "“Omerta” in Organized Sport: Bullying and Harassment as Determinants of Threats of Social Sustainability at the Individual Level," Sustainability, MDPI, vol. 11(9), pages 1-31, April.
    14. Wynen, Jan & Boon, Jan & Kleizen, Bjorn & Verhoest, Koen, 2020. "How multiple organizational changes shape managerial support for innovative work behavior : Evidence from the Australian Public Service," Other publications TiSEM 4f721d76-0c44-4d72-a494-9, Tilburg University, School of Economics and Management.
    15. Akram Hatami & Jan Hermes & Anne Keränen & Pauliina Ulkuniemi, 2023. "Creating Social Sustainability Through Distributing Leadership and Co-Responsibility in Corporate Volunteering," South Asian Journal of Business and Management Cases, , vol. 12(1), pages 81-96, April.
    16. Xiaojun Zhang & Weiqiao Wang & Yunan Bai & Yong Ye, 2022. "How Has China Structured Its Ecological Governance Policy System?—A Case from Fujian Province," IJERPH, MDPI, vol. 19(14), pages 1-22, July.
    17. K. Thomas Liaw, 2020. "Survey of Green Bond Pricing and Investment Performance," JRFM, MDPI, vol. 13(9), pages 1-12, August.
    18. López Pérez, Mario & Mansilla Corona, Ricardo, 2022. "Ordinal synchronization and typical states in high-frequency digital markets," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 598(C).
    19. Ali Uyar & Cemil Kuzey & Merve Kilic & Abdullah S. Karaman, 2021. "Board structure, financial performance, corporate social responsibility performance, CSR committee, and CEO duality: Disentangling the connection in healthcare," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(6), pages 1730-1748, November.
    20. Agnieszka Wojewódzka-Wiewiórska & Anna Kłoczko-Gajewska & Piotr Sulewski, 2019. "Between the Social and Economic Dimensions of Sustainability in Rural Areas—In Search of Farmers’ Quality of Life," Sustainability, MDPI, vol. 12(1), pages 1-26, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:3:p:1187-:d:485753. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.