Conspiracy talk on social media: Collective sensemaking during a public health crisis

Proceedings of the ACM on Human-Computer Interaction

Volumn 1, Issue CSCW, 2017, Pages

  Kou, Yubo ^a   Gui, Xinning ^b   Chen, Yunan ^b   Pine, Kathleen H ^c  

^a PURDUE UNIVERSITY   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

^c ARIZONA STATE UNIVERSITY   (United States)

Author keywords

Conspiracy theorizing; Conspiracy theory; Crisis informatics; Epidemic crisis; Public health informatics; Reddit; Sensemaking; Social computing; Social computing and health; Zika

Indexed keywords

PUBLIC HEALTH; SOCIAL NETWORKING (ONLINE); VIRUSES;

CONSPIRACY THEORIZING; CONSPIRACY THEORY; CRISIS INFORMATICS; EPIDEMIC CRISIS; PUBLIC HEALTH INFORMATICS; REDDIT; SENSEMAKING; SOCIAL COMPUTING; ZIKA;

COMPUTATION THEORY;

EID: 85051641912     PISSN: None     EISSN: 25730142     Source Type: Journal    
DOI: 10.1145/3134696     Document Type: Article

References (73)

1. Julia Abelson, Fiona A. Miller, and Mita Giacomini. 2009. What does it mean to trust a health system?: A qualitative study of Canadian health care values. Health Policy (New. York). 91, 1 (2009), 63-70. DOI:https://doi.org/10.1016/j.healthpol.2008.11.006
2. Abhas K. Jha, Jennifer Duyne Barenstein, Priscilla M. Phelps, Daniel Pittet, and Stephen Sena. 2010. Disaster types and impacts. In Safer Homes, Stronger Communities: A handbook for reconstructing after natural disasters. The World Bank, 339-344.
3. Alexa. 2017. How popular is reddit.com? Alexa. Retrieved from http://www.alexa.com/siteinfo/reddit.com
4. Gordon W. Allport and Leo Postman. An Analysis of Rumor. Public Opin. Q. 10, 501-517. DOI:https://doi.org/10.2307/2745703
5. Cynthia A Andrews, Elodie S Fichet, Yuwei Ding, Emma S Spiro, and Kate Starbird. 2016. Keeping Up with the Tweet-dashians: The Impact of 'Official-Accounts on Online Rumoring. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing - CSCW '16, 451-464. DOI:https://doi.org/10.1145/2818048.2819986
6. Ahmer Arif, John J. Robinson, Stephanie A. Stanek, Elodie S. Fichet, Paul Townsend, Zena Worku, and Kate Starbird. 2017. A Closer Look at the Self-Correcting Crowd: Examining Corrections in Online Rumors. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17, 155-168. DOI:https://doi.org/10.1145/2998181.2998294
7. Stef Aupers. 2012. "Trust no one": Modernization, paranoia and conspiracy culture. Eur. J. Commun. 27, 1 (March 2012), 22-34. DOI:https://doi.org/10.1177/0267323111433566
8. Michael Barthel, Galen Stocking, Jesse Holcomb, and Amy Mitchell. 2016. Seven-in-Ten Reddit Users Get News on the Site. journalism. Retrieved from http://www.journalism.org/2016/02/25/seven-in-ten-reddit-users-get-news-on-the-site/
9. Camille Bautista. 2014. 6 Insane Medical Conspiracy Theories Half Of The Country Actually Believes. bustle. Retrieved from https://www.bustle.com/articles/18537-6-insane-medical-conspiracy-theories-half-of-the-country-actually-believes
10. Alessandro Bessi, Mauro Coletto, George Alexandru Davidescu, Antonio Scala, Guido Caldarelli, and Walter Quattrociocchi. 2015. Science vs conspiracy: collective narratives in the age of misinformation. PLoS One 10, 2 (2015), e0118093. DOI:https://doi.org/10.1371/journal.pone.0118093
11. Mario Bunge. 1984. What is pseudoscience. Skept. Inq. 9, 1 (1984), 36-47.
12. CDC. 2017. Congenital Zika Syndrome & Other Birth Defects. CDC. Retrieved from https://www.cdc.gov/zika/hc-providers/infants-children/zika-syndrome-birth-defects.html
13. Pew Research Center. 2015. Most View the CDC Favorably; VA's Image Slips. Retrieved from http://www.people-press.org/2015/01/22/most-view-the-cdc-favorably-vas-image-slips/
14. Andrew Chadwick. 2008. Web 2.0: New Challenges for the Study of E-Democracy in an Era of Informational Exuberance. I/S A J. Law Policy Inf. Soc. 5, 1 (2008), 9-41. Retrieved July 2, 2017 from http://heinonline.org/HOL/Page?handle=hein.journals/isjlpsoc5&id=19&div=6&collection=journals
15. Shira Chess and Adrienne Shaw. 2015. A Conspiracy of Fishes, or, How We Learned to Stop Worrying About #GamerGate and Embrace Hegemonic Masculinity. J. Broadcast. Electron. Media (2015), 208-220. DOI:https://doi.org/10.1080/08838151.2014.999917
16. Steve Clarke. 2002. Conspiracy Theories and Conspiracy Theorizing. Philos. Soc. Sci. 32, 2 (June 2002), 131-150. DOI:https://doi.org/10.1177/004931032002001
17. David Coady. 2007. Are Conspiracy Theorists Irrational? Episteme 4, 2 (2007), 193-204. DOI:https://doi.org/10.5840/ijap200317210
18. Dharma Dailey and Kate Starbird. 2015. "It's Raining Dispersants": Collective Sensemaking of Complex Information in Crisis Contexts. In Proceedings of the 18th ACM Conference Companion on Computer Supported Cooperative Work & Social Computing - CSCW'15 Companion, 155-158. DOI:https://doi.org/10.1145/2685553.2698995
19. Jodi Dean. 2000. Theorizing Conspiracy Theory. THeory & Event 4, 3 (2000).
20. Morteza Dehghani, Kate M. Johnson, Justin Garten, Reihane Boghrati, Joe Hoover, Vijayan Balasubramanian, Anurag Singh, Yuvarani Shankar, Linda Pulickal, Aswin Rajkumar, and Niki Jitendra Parmar. 2016. TACIT: An open-source text analysis, crawling, and interpretation tool. Behav. Res. Methods (March 2016), 1-10. DOI:https://doi.org/10.3758/s13428-016-0722-4
21. N. DiFonzo and P. Bordia. 2007. Rumor, Gossip and Urban Legends. Diogenes 54, 1 (February 2007), 19-35. DOI:https://doi.org/10.1177/0392192107073433
22. Djloreddit. 2014. What is the best way to sort? Top? Best? New? reddit. Retrieved from https://www.reddit.com/r/TheoryOfReddit/comments/1y8rst/what-is-the-best-way-to-sort-top-best-new/?st=j4nq38v9&sh=6d974044
23. Mark Dredze, David A Broniatowski, and Karen M Hilyard. 2016. Zika vaccine misconceptions: A social media analysis. Vaccine 34, 30 (June 2016), 3441-3442. DOI:https://doi.org/10.1016/j.vaccine.2016.05.008
24. Alan Feuer. 2014. The Ebola Conspiracy Theories. The New York Times. Retrieved from https://www.nytimes.com/2014/10/19/sunday-review/the-ebola-conspiracy-theories.html
25. Vicki S. Freimuth. 2006. Order out of Chaos: The Self-Organization of Communication Following the Anthrax Attacks. Health Commun. 20, 2 (July 2006), 141-148. DOI:https://doi.org/10.1207/s15327027hc2002-5
26. Mike Gallager. 2011. Population control: Is it a tool of the rich? bbc. Retrieved from http://www.bbc.com/news/magazine-15449959
27. Eric Gilbert. 2013. Widespread underprovision on Reddit. In Proceedings of the 2013 conference on Computer supported cooperative work - CSCW '13 (CSCW '13), 803-808. DOI:https://doi.org/10.1145/2441776.2441866
28. David Griffith. 1999. Exaggerating Environmental Health Risk: The Case of the Toxic Dinoflagellate. Hum. Organ. 58, 2 (June 1999), 119-127. DOI:https://doi.org/10.17730/humo.58.2.011227h140251gx1
29. Xinning Gui, Yubo Kou, Kathleen H. Pine, and Yunan Chen. 2017. Managing Uncertainty: Using Social Media for Risk Assessment during a Public Health Crisis. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems - CHI '17, 4520-4533. DOI:https://doi.org/10.1145/3025453.3025891
30. Xinning Gui, Yue Wang, Yubo Kou, Tera Leigh Reynolds, Yunan Chen, Qiaozhu Mei, and Kai Zheng. 2017. Understanding the Patterns of Health Information Dissemination on Social Media during the Zika Outbreak. In AMIA 2017 Annual Synmposium.
31. Richard Hofstadter. 2008. The paranoid style in American politics. Vintage Books.
32. Y. Linlin Huang, Kate Starbird, Mania Orand, Stephanie A. Stanek, and Heather T. Pedersen. 2015. Connected Through Crisis: Emotional Proximity and the Spread of Misinformation Online. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing - CSCW '15, 969-980. DOI:https://doi.org/10.1145/2675133.2675202
33. Kadri SM and Melissa Trapp-Petty. 2016. The Zika Virus Fight on Social Media. Arch. Clin. Microbiol. (2016).
34. Seth C. Kalichman. 2009. Denying AIDS : conspiracy theories, pseudoscience, and human tragedy. Copernicus Books.
35. Brian L. Keeley. 1999. Of Conspiracy Theories. J. Philos. 96, 3 (March 1999), 109-126. DOI:https://doi.org/10.2307/2564659
36. Jeemy Keenan. 2006. Conspiracy theories and "terrorists": How the "war on terror" is placing new responsibilities on anthropology. Anthropol. Today 22, 6 (December 2006), 4-9. DOI:https://doi.org/10.1111/j.1467-8322.2006.00470.x
37. Elizabeth A. Klonoff and Hope Landrine. 1999. Do Blacks Believe That HIV/AIDS Is a Government Conspiracy against Them? Prev. Med. (Baltim). 28, 5 (May 1999), 451-457. DOI:https://doi.org/10.1006/pmed.1999.0463
38. Peter Knight. 2003. Conspiracy theories in American history : an encyclopedia. ABC-CLIO.
39. Klaus. Krippendorff. 1980. Content analysis : an introduction to its methodology.
40. Alex Leavitt and Joshua A. Clark. 2014. Upvoting hurricane Sandy: event-based news production processes on a social news site. In Proceedings of the 32nd annual ACM conference on Human factors in computing systems - CHI '14, 1495-1504. DOI:https://doi.org/10.1145/2556288.2557140
41. Alexander C. Leavitt. 2016. Upvoting the news: breaking news aggregation, crowd collaboration, and algorithm-driven attention on reddit.com. University of Southern California.
42. Qinying Liao and Lei Shi. 2013. She gets a sports car from our donation: Rumor Transmission in a Chinese Microblogging Community. In Proceedings of the 2013 conference on Computer supported cooperative work - CSCW '13, 587-598. DOI:https://doi.org/10.1145/2441776.2441842
43. Jim Maddock, Kate Starbird, Haneen J. Al-Hassani, Daniel E. Sandoval, Mania Orand, and Robert M. Mason. 2015. Characterizing Online Rumoring Behavior Using Multi-Dimensional Signatures. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing - CSCW '15, 228-241. DOI:https://doi.org/10.1145/2675133.2675280
44. Gloria Mark and Bryan Semaan. 2008. Resilience in collaboration: technology as a resource for new patterns of action. In Proceedings of the ACM 2008 conference on Computer supported cooperative work - CSCW '08, 137. DOI:https://doi.org/10.1145/1460563.1460585
45. John W. McHoskey. 1995. Case Closed? On the John F. Kennedy Assassination: Biased Assimilation of Evidence and Attitude Polarization. Basic Appl. Soc. Psych. 17, 3 (October 1995), 395-409. DOI:https://doi.org/10.1207/s15324834basp1703-7
46. Timothy Melley. 2002. Agency, panic and the culture of conspiracy. In Conspiracy nation: The politics of paranoia in postwar America, Peter Knight (ed.). NYU Press, 57-81.
47. Peter Meylakhs, Yuri Rykov, Olessia Koltsova, and Sergey Koltsov. 2014. An AIDS-denialist online community on a Russian social networking service: patterns of interactions with newcomers and rhetorical strategies of persuasion. J. Med. Internet Res. 16, 11 (November 2014), e261. DOI:https://doi.org/10.2196/jmir.3338
48. Joanne M. Miller, Kyle L. Saunders, and Christina E. Farhart. 2016. Conspiracy Endorsement as Motivated Reasoning: The Moderating Roles of Political Knowledge and Trust. Am. J. Pol. Sci. 60, 4 (October 2016), 824-844. DOI:https://doi.org/10.1111/ajps.12234
49. Brigitte Nerlich and Nelya Koteyko. 2012. Crying wolf? Biosecurity and metacommunication in the context of the 2009 swine flu pandemic. Health Place 18, 4 (2012), 710-717. DOI:https://doi.org/10.1016/j.healthplace.2011.02.008
50. A. Conrad Nied, Leo Stewart, Emma Spiro, and Kate Starbird. 2017. Alternative Narratives of Crisis Events: Communities and Social Botnets Engaged on Social Media. In Companion of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing - CSCW '17 Companion, 263-266. DOI:https://doi.org/10.1145/3022198.3026307
51. Barbara Pezzotti. 2016. The Giallo and Terrorism: The Years of Lead and the Conspiracy Theory. In Investigating Italy's Past through Historical Crime Fiction, Films, and TV Series. Palgrave Macmillan US, New York, 169-235. DOI:https://doi.org/10.1057/978-1-349-94908-3-4
52. Liza Potts and Angela Harrison. 2013. Interfaces as rhetorical constructions: reddit and 4chan during the boston marathon bombings. In Proceedings of the 31st ACM international conference on Design of communication - SIGDOC '13, 143-150. DOI:https://doi.org/10.1145/2507065.2507079
53. Prashant Bordia and Nicholas DiFonzo. 2004. Problem Solving in Social Interactions on the Internet: Rumor as Social Cognition. Soc. Psychol. Q. 67, 1 (2004). Retrieved April 6, 2017 from https://www.jstor.org/stable/3649102?seq=1#page-scan-tab-contents
54. Patricia Rawlinson. 1998. Mafia, Media and Myth: Representations of Russian Organised Crime. Howard J. Crim. Justice 37, 4 (November 1998), 346-358. DOI:https://doi.org/10.1111/1468-2311.00105
55. Reddit. 2017. New subreddits by date. redditmetrics. Retrieved from http://redditmetrics.com/history
56. Reddit. 2017. Why do the number of votes change when you reload a page? Reddit. Retrieved from https://www.reddit.com/r/help/wiki/faq#wiki-why-do-the-number-of-votes-change-when-you-reload-a-page.3F
57. Bryan C. Semaan, Lauren M. Britton, and Bryan Dosono. 2016. Transition Resilience with ICTs: "Identity Awareness" in Veteran Re-Integration. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16, 2882-2894. DOI:https://doi.org/10.1145/2858036.2858109
58. Shane Miller. 2002. Conspiracy Theories: Public Arguments as Coded Social Critiques: a Rhetorical Analysis of the Twa Flight 800 Conspiracy Theories. Argumentation and Advocacy 39, 1 (2002), 40-56.
59. Michael. Shermer. Why people believe weird things : pseudoscience, superstition, and other confusions of our time.
60. Kate Starbird. 2017. Examining the Alternative Media Ecosystem Through the Production of Alternative Narratives of Mass Shooting Events on Twitter. In ICWSM.
61. Kate Starbird, Dharma Dailey, Ann Hayward Walker, Thomas M. Leschine, Robert Pavia, and Ann Rostrom. 2015. Social Media, Public Participation, and the 2010 BP Deepwater Horizon Oil Spill. Hum. Ecol. Risk Assess. An Int. J. 21, 3 (2015), 605-630.
62. Kate Starbird, Jim Maddock, Mania Orand, Peg Achterman, and Robert M. Mason. 2014. Rumors, False Flags, and Digital Vigilantes: Misinformation on Twitter after the 2013 Boston Marathon Bombing. In iConference 2014 Proceedings. DOI:https://doi.org/10.9776/14308
63. Kate Starbird, Emma Spiro, Isabelle Edwards, Kaitlyn Zhou, Jim Maddock, and Sindhuja Narasimhan. 2016. Could This Be True?: I Think So! Expressed Uncertainty in Online Rumoring. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16, 360-371. DOI:https://doi.org/10.1145/2858036.2858551
64. Cass R. Sunstein and Adrian Vermeule. 2009. Conspiracy Theories: Causes and Cures. J. Polit. Philos. 17, 2 (June 2009), 202-227. DOI:https://doi.org/10.1111/j.1467-9760.2008.00325.x
65. Zixue Tai and Tao Sun. 2007. Media dependencies in a changing media environment: the case of the 2003 SARS epidemic in China. new media Soc. 9, 6 (2007), 967-1009.
66. Tamotsu Shibutani. 1966. Improvised News: A Sociological Study of Rumor. Ardent Media. Retrieved June 26, 2017 from https://books.google.com/books/about/Improvised-News.html?id=zJypXrE2xqAC
67. Maria G. Teixeira, Maria da Conceição N. Costa, Wanderson K. de Oliveira, Marilia Lavocat Nunes, and Laura C. Rodrigues. 2016. The Epidemic of Zika Virus-Related Microcephaly in Brazil: Detection, Control, Etiology, and Future Scenarios. Am. J. Public Health 106, 4 (April 2016), 601-605. DOI:https://doi.org/10.2105/AJPH.2016.303113
68. The Huffington Post. 2017. Fake News. The Huffington Post. Retrieved from http://www.huffingtonpost.com/news/fake-news/
69. Sarah Vieweg, Amanda L. Hughes, Kate Starbird, and Leysia Palen. 2010. Microblogging during two natural hazards events: what twitter may contribute to situational awareness. In Proceedings of the 28th international conference on Human factors in computing systems - CHI '10, 1079-1088. DOI:https://doi.org/10.1145/1753326.1753486
70. Karl E. Weick. 1995. Sensemaking in organizations. Sage Publications.
71. World Health Organization. 2016. Zika virus and complications: 2016 Public Health Emergency of International Concern. Retrieved from http://www.who.int/emergencies/zika-virus/en/
72. World Health Organization. 2017. The history of Zika virus. Retrieved from http://www.who.int/emergencies/zika-virus/timeline/en/
73. Zhe Zhao, Paul Resnick, and Qiaozhu Mei. 2015. Enquiring Minds: Early Detection of Rumors in Social Media from Enquiry Posts. In Proceedings of the 24th International Conference on World Wide Web - WWW '15, 1395-1405. DOI:https://doi.org/10.1145/2736277.2741637