Digital Infrastructures of COVID-19 Misinformation: A New Conceptual and Analytical Perspective on Fact-Checking

References

• Allcott, H., and M. Gentzkow. 2017. “Social Media and Fake News in the 2016 Election.” Journal of Economic Perspectives 31 (2): 211–236.
   Web of Science ®Google Scholar
• Amazeen, M. A. 2019. “Practitioner Perceptions: Critical Junctures and the Global Emergence and Challenges of Fact-Checking.” International Communication Gazette 81 (6-8): 541–561.
   Web of Science ®Google Scholar
• Amazeen, M. A. 2020. “Journalistic Interventions: The Structural Factors Affecting the Global Emergence of Fact-Checking.” Journalism 21 (1): 95–111.
   Web of Science ®Google Scholar
• Ananny, M., and K. Crawford. 2018. “Seeing without Knowing: Limitations of the Transparency Ideal and Its Application to Algorithmic Accountability.” New Media & Society 20 (3): 973–989.
   Web of Science ®Google Scholar
• Ball, P., and A. Maxmen. 2020. “The Epic Battle against Coronavirus Misinformation and Conspiracy Theories.” Nature 581 (7809): 371–374.
   PubMed Web of Science ®Google Scholar
• Bechmann, A., and B. O’Loughlin. 2020. Democracy & Disinformation: A Turn in the Debate. KVAB Thinkers’ Report, 37. Koninklijke Vlaamse Academie van Belgie voor Wetenschappen en Kunsten. https://www.kvab.be/sites/default/rest/blobs/2557/Final%20Report%20Dem%20&%20Desinfo.pdf.
   Google Scholar
• Bowker, G., K. Baker, F. Millerand, and D. Ribes. 2010. “Toward Information Infrastructure Studies: Ways of Knowing in a Networked Environment.” In International Handbook of Internet Research, edited by J. Hunsinger, L. Klastrup, and M. Allen, 97–117. Dordrecht, the Netherlands: Springer.
   Google Scholar
• Bowker, G. C. 2000. “Biodiversity Datadiversity.” Social Studies of Science 30 (5): 643–683.
   Web of Science ®Google Scholar
• Brandtzaeg, P. B., and A. Følstad. 2017. “Trust and Distrust in Online Fact-Checking Services.” Communications of the ACM 60 (9): 65–71.
   Web of Science ®Google Scholar
• Brennen, J. S., F. M. Simon, P. N. Howard, and R. K. Nielsen. 2020. Types, Sources, and Claims of COVID-19 Misinformation, 13. Oxford, United Kingdom: Reuters Institute for the Study of Journalism. https://reutersinstitute.politics.ox.ac.uk/types-sources-and-claims-covid-19-misinformation.
   Google Scholar
• Buning, M, et al. 2018. A Multi-Dimensional Approach to Disinformation: Report of the Independent High Level Group on Fake News and Online Disinformation. Luxembourg: Publications Office of the European Union.
   Google Scholar
• Carmi, E., S. J. Yates, E. Lockley, and A. Pawluczuk. 2020. “Data Citizenship: Rethinking Data Literacy in the Age of Disinformation, Misinformation, and Malinformation.” Internet Policy Review 9 (2): 1–22.
   Web of Science ®Google Scholar
• Charquero-Ballester, M., J. G. Walter, I. A. Nissen, and A. Bechmann. 2021. “Different Types of COVID-19 Misinformation Have Different Emotional Valence on Twitter.” Big Data & Society 8 (2): 205395172110412.
   Web of Science ®Google Scholar
• Clayton, K., S. Blair, J. A. Busam, S. Forstner, J. Glance, G. Green, A. Kawata, et al. 2020. “Real Solutions for Fake News? Measuring the Effectiveness of General Warnings and Fact-Check Tags in Reducing Belief in False Stories on Social Media.” Political Behavior 42 (4): 1073–1095.
   Web of Science ®Google Scholar
• Dias, N., and A. Sippitt. 2020. “Researching Fact Checking: Present Limitations and Future Opportunities.” The Political Quarterly 91 (3): 605–613.
   Web of Science ®Google Scholar
• Ekström, M., S. C. Lewis, and O. Westlund. 2020. “Epistemologies of Digital Journalism and the Study of Misinformation.” New Media & Society 22 (2): 205–212.
   Web of Science ®Google Scholar
• Ettema, J., and T. Glasser. 1985. “On the Epistemology of Investigative Journalism.” Communication 8: 183–206.
   Google Scholar
• EU DisinfoLab. 2020. The Few Faces of Disinformation, 7. https://www.disinfo.eu/wp-content/uploads/2020/05/20200512_The-Few-Faces-of-Disinformation.pdf
   Google Scholar
• Facebook 2020. Facebook’s Third-Party Fact-Checking Program. https://www.facebook.com/journalismproject/programs/third-party-fact-checking
   Google Scholar
• Gelfert, A. 2018. “Fake News: A Definition.” Informal Logic 38 (1): 84–117.
   Web of Science ®Google Scholar
• Godler, Y., and Z. Reich. 2013. “How Journalists Think about Facts.” Journalism Studies 14 (1): 94–112.
   Web of Science ®Google Scholar
• Godler, Y., Z. Reich, and B. Miller. 2020. “Social Epistemology as a New Paradigm for Journalism and Media Studies.” New Media & Society 22 (2): 213–229.
   Web of Science ®Google Scholar
• Graves, L. 2018. “Boundaries Not Drawn: Mapping the Institutional Roots of the Global Fact-Checking Movement.” Journalism Studies 19 (5): 613–631.
   Web of Science ®Google Scholar
• Graves, L., and C. Anderson. 2020. “Discipline and Promote: Building Infrastructure and Managing Algorithms in a “Structured Journalism” Project by Professional Fact-Checking Groups.” New Media & Society 22 (2): 342–360.
   Web of Science ®Google Scholar
• Graves, L., B. Nyhan, and J. Reifler. 2016. “Understanding Innovations in Journalistic Practice: A Field Experiment Examining Motivations for Fact-Checking: Understanding Innovations in Journalistic Practice.” Journal of Communication 66 (1): 102–138.
   Web of Science ®Google Scholar
• Grinberg, N., K. Joseph, L. Friedland, B. Swire-Thompson, and D. Lazer. 2019. “Fake News on Twitter during the 2016 U.S. presidential Election.” Science (New York, N.Y.) 363 (6425): 374–378.
   PubMed Web of Science ®Google Scholar
• Humprecht, E. 2020. “How Do They Debunk “Fake News”? A Cross-National Comparison of Transparency in Fact Checks.” Digital Journalism 8 (3): 310–327.
   Web of Science ®Google Scholar
• Jaccard, P. 1901. Étude comparative de la distribution florale dans une portion des Alpes et du Jura [Text/html,application/pdf].
   Google Scholar
• Kalsnes, B. 2018. “Deciding What’s True: The Rise of Political Fact-Checking in American Journalism.” Digital Journalism 6 (5): 670–672.
   Web of Science ®Google Scholar
• Klemm, C., E. Das, and T. Hartmann. 2019. “Changed Priorities Ahead: Journalists' Shifting Role Perceptions When Covering Public Health Crises.” Journalism (London, England) 20 (9): 1223–1241.
   PubMedGoogle Scholar
• Koliska, M. 2021. “Transparency in Journalism.” In Oxford Research Encyclopedia of Communication, edited by M. Koliska, 1–23. Oxford, England: Oxford University Press. https://doi.org/10.1093/acrefore/9780190228613.013.883
   Google Scholar
• Kolluri, N. L., and D. Murthy. 2021. “CoVerifi: A COVID-19 News Verification System.” Online Social Networks and Media 22: 100123.
   PubMedGoogle Scholar
• Krippendorff, K. 2018. Content Analysis: An Introduction to Its Methodology. Sage Publications. https://uk.sagepub.com/en-gb/eur/content-analysis/book258450.
   Google Scholar
• Lewis, S. C., and O. Westlund. 2015. “Big Data and Journalism: Epistemology, Expertise, Economics, and Ethics.” Digital Journalism 3 (3): 447–466.
   Web of Science ®Google Scholar
• Lim, C. 2018. “Checking How Fact-Checkers Check.” Research & Politics 5 (3): 205316801878684.
   Web of Science ®Google Scholar
• Lowrey, W. 2017. “The Emergence and Development of News Fact-Checking Sites: Institutional Logics and Population Ecology.” Journalism Studies 18 (3): 376–394.
   Web of Science ®Google Scholar
• Luengo, M., and D. García-Marín. 2020. “The Performance of Truth: Politicians, Fact-Checking Journalism, and the Struggle to Tackle COVID-19 Misinformation.” American Journal of Cultural Sociology 8 (3): 405–427.
   PubMed Web of Science ®Google Scholar
• Mena, P. 2019. “Principles and Boundaries of Fact-Checking: Journalists’ Perceptions.” Journalism Practice 13 (6): 657–672.
   Web of Science ®Google Scholar
• Nyhan, B., E. Porter, J. Reifler, and T. J. Wood. 2020. “Taking Fact-Checks Literally but Not Seriously? The Effects of Journalistic Fact-Checking on Factual Beliefs and Candidate Favorability.” Political Behavior 42 (3): 939–960.
   Web of Science ®Google Scholar
• Pasquale, F. 2015. The Black Box Society: The Secret Algorithms That Control Money and Information. Cambridge, MA: Harvard University Press.
   Google Scholar
• Patwa, P., S. Sharma, S. Pykl, V. Guptha, G. Kumari, M. S. Akhtar, A. Ekbal, A. Das, and T. Chakraborty. 2021. “Fighting an Infodemic: COVID-19 Fake News Dataset.” In Combating Online Hostile Posts in Regional Languages during Emergency Situation, edited by T. Chakraborty, K. Shu, H. R. Bernard, H. Liu, and M. S. Akhtar, Vol. 1402, 21–29. Cham, Switzerland: Springer International Publishing. https://doi.org/10.1007/978-3-030-73696-5_3
   Google Scholar
• Pennycook, G., and D. G. Rand. 2019. “Fighting Misinformation on Social Media Using Crowdsourced Judgments of News Source quality.” Proceedings of the National Academy of Sciences of the United States of America 116 (7): 2521–2526.
   PubMed Web of Science ®Google Scholar
• Pierri, F., A. Artoni, and S. Ceri. 2020. “Investigating Italian Disinformation Spreading on Twitter in the Context of 2019 European Elections.” PLoS One 15 (1): e0227821.
   PubMed Web of Science ®Google Scholar
• Reimers, N., and I. Gurevych. 2019. “Sentence-BERT: Sentence Embeddings Using Siamese BERT-Networks.” arXiv preprint arXiv:1908.10084. http://arxiv.org/abs/1908.10084.
   Google Scholar
• Shawcross, A. 2016. Facts We Can Believe in: How to Make Fact-Checking Better. Beyond Propaganda Series, 44. London, United Kingdom: Legatum Institute; Transitons Forum. https://www.lse.ac.uk/iga/assets/documents/arena/archives/facts-we-can-believe-in-how-to-make-fact-checking-better-web-pdf.pdf.
   Google Scholar
• Shin, J., L. Jian, K. Driscoll, and F. Bar. 2018. “The Diffusion of Misinformation on Social Media: Temporal Pattern, Message, and Source.” Computers in Human Behavior 83: 278–287.
   Web of Science ®Google Scholar
• Singer, J. B. 2019. “Fact-Checkers as Entrepreneurs.” Journalism Practice 13 (8): 976–981.
   Web of Science ®Google Scholar
• Star, S. L., and K. Ruhleder. 1994. “Steps towards an Ecology of Infrastructure: Complex Problems in Design and Access for Large-Scale Collaborative Systems.” Proceedings of the Conference on Computer Supported Cooperative Work, 253–264.
   Google Scholar
• Star, S. L., and K. Ruhleder. 1996. “Steps toward an Ecology of Infrastructure: Design and Access for Large Information Spaces.” Information Systems Research 7 (1): 111–134.
   Web of Science ®Google Scholar
• Steensen, S. 2019. “Journalism’s Epistemic Crisis and Its Solution: Disinformation, Datafication and Source Criticism.” Journalism 20 (1): 185–189.
   Web of Science ®Google Scholar
• Tandoc, E. C., Z. W. Lim, and R. Ling. 2018. “Defining “Fake News”: A Typology of Scholarly Definitions.” Digital Journalism 6 (2): 137–153.
   Web of Science ®Google Scholar
• Thomas, K., and A. D. Senkpeni. 2020. “What Should Health Science Journalists Do in Epidemic Responses?” AMA Journal of Ethics 22 (1): E55–60.
   PubMedGoogle Scholar
• Uscinski, J. E., and R. W. Butler. 2013. “The Epistemology of Fact Checking.” Critical Review 25 (2): 162–180.
   Web of Science ®Google Scholar
• van der Linden, S., J. Roozenbeek, and J. Compton. 2020. “Inoculating against Fake News about COVID-19.” Frontiers in Psychology 11: 566790.
   PubMed Web of Science ®Google Scholar
• Vargo, C. J., L. Guo, and M. A. Amazeen. 2018. “The Agenda-Setting Power of Fake News: A Big Data Analysis of the Online Media Landscape from 2014 to 2016.” New Media & Society 20 (5): 2028–2049.
   Web of Science ®Google Scholar
• Vosoughi, S., D. Roy, and S. Aral. 2018. “The Spread of True and False News online.” Science (New York, N.Y.) 359 (6380): 1146–1151.
   PubMed Web of Science ®Google Scholar
• Waisbord, S. 2018. “Truth is What Happens to News: On Journalism, Fake News, and Post-Truth.” Journalism Studies 19 (13): 1866–1878.
   Web of Science ®Google Scholar
• Walter, N., J. Cohen, R. L. Holbert, and Y. Morag. 2020. “Fact-Checking: A Meta-Analysis of What Works and for Whom.” Political Communication 37 (3): 350–375.
   Web of Science ®Google Scholar
• Wardle, C., and H. Derakhshan. 2017. INFORMATION DISORDER: Toward an Interdisciplinary Framework for Research and Policy Making. Council of Europe Report DGI, 109. Council of Europe. https://rm.coe.int/information-disordertoward-an-interdisciplinary-framework-for-researc/168076277c.
   Google Scholar
• Zelizer, B. 2019. “Why Journalism Is about More than Digital Technology.” Digital Journalism 7 (3): 343–350.
   Web of Science ®Google Scholar
• Zhuravskaya, E., M. Petrova, and R. Enikolopov. 2020. “Political Effects of the Internet and Social Media.” Annual Review of Economics 12 (1): 415–438.
   Web of Science ®Google Scholar