Could This Be True?: I Think So! Expressed Uncertainty in Online Rumoring

Rumors are regular features of crisis events due to the extreme uncertainty and lack of information that often characterizes these settings. Despite recent research that explores rumoring during crisis events on social media platforms, limited work has focused explicitly on how individuals and groups express uncertainty. Here we develop and apply a flexible typology for types of expressed uncertainty. By applying our framework across six rumors from two crisis events we demonstrate the role of uncertainty in the collective sensemaking process that occurs during crisis events.

[1]  Robert M. Mason,et al.  Characterizing Online Rumoring Behavior Using Multi-Dimensional Signatures , 2015, CSCW.

[2]  Barbara Poblete,et al.  Predicting information credibility in time-sensitive social media , 2013, Internet Res..

[3]  S. Anthony,et al.  Anxiety and rumor. , 1973, The Journal of social psychology.

[4]  Ronald P. Fisher,et al.  Eyewitness responses to leading and misleading questions under the cognitive interview. , 1986 .

[5]  Sean Fitzhugh,et al.  Rumoring during extreme events: a case study of deepwater horizon 2010 , 2012, WebSci '12.

[6]  Qiaozhu Mei,et al.  Enquiring Minds: Early Detection of Rumors in Social Media from Enquiry Posts , 2015, WWW.

[7]  Leysia Palen,et al.  Online public communications by police & fire services during the 2012 Hurricane Sandy , 2014, CHI.

[8]  Kate Starbird,et al.  Social Media, Public Participation, and the 2010 BP Deepwater Horizon Oil Spill , 2015 .

[9]  Barbara Poblete,et al.  Twitter under crisis: can we trust what we RT? , 2010, SOMA '10.

[10]  Austin S.Babrow,et al.  Managing Uncertainty in Illness Explanation: An Application of Problematic Integration Theory , 1999 .

[11]  P. Bordia,et al.  Rumor Psychology: Social and Organizational Approaches , 2006 .

[12]  H. Raghav Rao,et al.  Community Intelligence and Social Media Services: A Rumor Theoretic Analysis of Tweets During Social Crises , 2013, MIS Q..

[13]  Karl E. Weick,et al.  Managing the unexpected: resilient performance in an age of uncertainty, second edition , 2007 .

[14]  Prashant Bordia,et al.  Problem Solving in Social Interactions on the Internet: Rumor As Social Cognition , 2004 .

[15]  R. H. Knapp,et al.  A PSYCHOLOGY OF RUMOR , 1944 .

[16]  A. Babrow,et al.  The many meanings of uncertainty in illness: toward a systematic accounting. , 1998, Health communication.

[17]  R. L. Rosnow.  Inside rumor: A personal journey. , 1991 .

[18]  Ralph L. Rosnow,et al.  Psychology of rumor reconsidered. , 1980 .

[19]  Kate Starbird,et al.  Rumors, False Flags, and Digital Vigilantes: Misinformation on Twitter after the 2013 Boston Marathon Bombing , 2014 .

[20]  Adrian Kuhn.  Collective Behavior , 2007 .

[21]  D. Brashers.  Communication and Uncertainty Management. , 2001 .

[22]  Leysia Palen,et al.  The Evolving Role of the Public Information Officer: An Examination of Social Media in Emergency Management , 2012 .

[23]  Starr Roxanne Hiltz,et al.  Use of Social Media by U.S. Public Sector Emergency Managers: Barriers and Wish Lists , 2014, ISCRAM.

[24]  S. Pendleton.  Rumor research revisited and expanded , 1998 .

[25]  Leysia Palen,et al.  Pass it on?: Retweeting in mass emergency , 2010, ISCRAM.

[26]  Kate Starbird,et al.  How Information Snowballs: Exploring the Role of Exposure in Online Rumor Propagation , 2016, CSCW.

[27]  Elizabeth F Loftus,et al.  Leading questions and the eyewitness report , 1975, Cognitive Psychology.

[28]  Carter T. Butts,et al.  What it Takes to Get Passed On: Message Content, Style, and Structure as Predictors of Retransmission in the Boston Marathon Bombing Response , 2015, PloS one.

[29]  Kate Starbird,et al.  Keeping Up with the Tweet-dashians: The Impact of 'Official' Accounts on Online Rumoring , 2016, CSCW.

[30]  Daniel M. Wegner,et al.  Where Leading Questions Can Lead: The Power of Conjecture in Social Interaction , 1982 .

[31]  T. Shibutani.  Improvised News: A Sociological Study of Rumor , 1966 .

[32]  Leysia Palen,et al.  "Voluntweeters": self-organizing by digital volunteers in times of crisis , 2011, CHI.

[33]  Jeannette N. Sutton,et al.  Twittering Tennessee: Distributed networks and collaboration following a technological disaster , 2010, ISCRAM.

[34]  Kyounghee Hazel Kwon,et al.  An Exploration of Social Media in Extreme Events: Rumor Theory and Twitter during the Haiti Earthquake 2010 , 2010, ICIS.