Staying silent and speaking out in online comment sections: The influence of spiral of silence and corrective action in reaction to news

Abstract Through the lenses of Spiral of Silence Theory, the Corrective Action Hypothesis, and peer influence research, we conducted an online experiment to identify the influence of varying opinion climates on opinion expression about a news controversy. This study expands the corrective action literature by manipulating the perceived opinion climate and measuring opinion change and subsequent expression. After all participants (N = 415) read the same news story, they were randomly assigned to one of five opinion climate conditions (supportive, oppositional, mixed, uncertain or polarized) operationalized through user comments following the story. The experiment allowed participants to reply, comment, do both, or not further engage in an attempt to mirror real-world expression behavior. The results suggest that the opinion climate formed by news comments influenced the opinions and comments of participants, providing evidence that those who hold strong opinions are more likely to comment when they perceive the opinion climate to be oppositional rather than supportive to their worldview.

[1]  Eun-Ju Lee,et al.  When and How Does Depersonalization Increase Conformity to Group Norms in Computer-Mediated Communication? , 2006, Commun. Res..

[2]  Shelly Chaiken,et al.  The Causes of Hostile Media Judgments , 1994 .

[3]  E. Noelle-Neumann.  The Spiral of Silence A Theory of Public Opinion , 1974 .

[4]  Diana C. Mutz.  Hearing the Other Side: Deliberative versus Participatory Democracy , 2006 .

[5]  David C. DeAndrea,et al.  The Influence of Online Comments on Perceptions of Antimarijuana Public Service Announcements on YouTube , 2010 .

[6]  Robert Huckfeldt,et al.  Disagreement, Ambivalence, and Engagement: The Political Consequences of Heterogeneous Networks , 2004 .

[7]  Shirley S. Ho,et al.  Social-Psychological Influences on Opinion Expression in Face-to-Face and Computer-Mediated Communication , 2008, Commun. Res..

[8]  Lars Willnat,et al.  MASS MEDIA AND POLITICAL OUTSPOKENNESS IN HONG KONG: LINKING THE THIRD-PERSON EFFECT AND THE SPIRAL OF SILENCE , 1996 .

[9]  James Shanahan,et al.  Willingness to Self-Censor: A Construct and Measurement Tool for Public Opinion Research , 2005 .

[10]  Diana C. Mutz,et al.  Facilitating Communication across Lines of Political Difference: The Role of Mass Media , 2001, American Political Science Review.

[11]  Jacob Shamir.  Speaking Up and Silencing Out in Face of a Changing Climate of Opinion , 1997 .

[12]  H. Kelman.  PROCESSES OF OPINION CHANGE , 1961 .

[13]  Jennifer Brundidge.  Encountering "Difference" in the contemporary public sphere: The contribution of the internet to the heterogeneity of political discussion networks , 2010 .

[14]  L. Shrum.  The Relationship of Television Viewing with Attitude Strength and Extremity: Implications for the Cultivation Effect , 1999 .

[15]  Albert C. Gunther,et al.  Effects of News Slant and Base Rate Information on Perceived Public Opinion , 1999 .

[16]  Yonghwan Kim,et al.  The contribution of social network sites to exposure to political difference: The relationships among SNSs, online political messaging, and exposure to cross-cutting perspectives , 2011, Comput. Hum. Behav..

[17]  Diana C. Mutz.  The Consequences of Cross-Cutting Networks for Political Participation , 2002 .

[18]  Dominic L. Lasorsa,et al.  Political Outspokenness: Factors Working against the Spiral of Silence , 1991 .

[19]  Hernando Rojas.  “Corrective” Actions in the Public Sphere: How Perceptions of Media and Media Effects Shape Political Behaviors , 2010 .

[20]  R. Petty,et al.  Attitude strength: An overview. , 1995 .

[21]  A. Schulz,et al.  The Spiral of Silence and the Internet: Selection of Online Content and the Perception of the Public Opinion Climate in Computer-Mediated Communication Environments , 2012 .

[22]  Dietram A. Scheufele,et al.  Media Effects on Political and Social Trust , 2000 .

[23]  Albert C. Gunther,et al.  Mapping Boundaries of the Hostile Media Effect , 2004 .

[24]  Cindy D. Kam,et al.  Cambridge Handbook of Experimental Political Science: Students as Experimental Participants , 2011 .

[25]  William P. Eveland,et al.  The Impact of Individual and Interpersonal Factors on Perceived News Media Bias , 2003 .

[26]  W. Davison.  The Third-Person Effect in Communication , 1983 .

[27]  Jay D. Hmielowski,et al.  Opinion expression during social conflict: Comparing online reader comments and letters to the editor , 2012 .

[28]  Ian Rowe,et al.  Civility 2.0: a comparative analysis of incivility in online political discussion , 2015 .

[29]  L. Festinger,et al.  A Theory of Cognitive Dissonance , 2017 .

[30]  Elihu Katz,et al.  Publicity and Pluralistic Ignorance: Notes on ‘The Spiral of Silence’ , 1981 .

[31]  L. Levitan,et al.  Conformity in Groups: The Effects of Others’ Views on Expressed Attitudes and Attitude Change , 2016 .

[32]  R. Hastie,et al.  Wiser: Getting Beyond Groupthink to Make Groups Smarter , 2014 .

[33]  William J. Gonzenbach.  The Conformity Hypothesis: Empirical Considerations for the Spiral of Silence's First Link , 1992 .

[34]  Kyle L. Saunders,et al.  Is Polarization a Myth? , 2008, The Journal of Politics.

[35]  Diana C. Mutz.  THE INFLUENCE OF PERCEPTIONS OF MEDIA INFLUENCE: THIRD PERSON EFFECTS AND THE PUBLIC EXPRESSION OF OPINIONS* , 1989 .

[36]  Diana C. Mutz.  Impersonal influence: Effects of representations of public opinion on political attitudes , 1992 .

[37]  Dominique Brossard,et al.  The "Nasty Effect: " Online Incivility and Risk Perceptions of Emerging Technologies , 2014, J. Comput. Mediat. Commun..

[38]  Stephen A. Rains,et al.  Online and Uncivil? Patterns and Determinants of Incivility in Newspaper Website Comments , 2014 .

[39]  M. M. Ferree,et al.  Zeitgeist as an Empirical Phenomenon@@@The Spiral of Silence: Public Opinion--Our Social Skin. , 1985 .

[40]  Brian J. Gaines,et al.  Same Facts, Different Interpretations: Partisan Motivation and Opinion on Iraq , 2007, The Journal of Politics.

[41]  Christian Schemer,et al.  Political Minority Opinions A Spiral of Silence for Some : Attitude Certainty and the Expression of , 2010 .

[42]  Charles S. Taber,et al.  The Motivated Processing of Political Arguments , 2009 .

[43]  Cass R. Sunstein,et al.  Going to Extremes: How Like Minds Unite and Divide , 2009 .

[44]  A. Gunther,et al.  Congenial public, contrary press, and biased estimates of the climate of opinion. , 2001, Public opinion quarterly.

[45]  B. Nyhan,et al.  When Corrections Fail: The Persistence of Political Misperceptions , 2010 .

[46]  Kathleen Searles,et al.  Don’t read the comments: the effects of abusive comments on perceptions of women authors’ credibility , 2018, Information, Communication & Society.

[47]  Carroll J. Glynn,et al.  Perceived Support for One's Opinions and Willingness to Speak Out: A Meta-Analysis of Survey Studies on the 'Spiral of Silence' , 1997 .

[48]  Natalie Jomini Stroud,et al.  Exposure to Ideological News and Perceived Opinion Climate , 2014 .

[49]  Eun-Ju Lee,et al.  That's Not the Way It Is: How User-Generated Comments on the News Affect Perceived Media Bias , 2012, J. Comput. Mediat. Commun..

[50]  A. Gunther,et al.  The Influence of Presumed Influence , 2003 .

[51]  Christian Sandvig,et al.  Attention to Counter-Attitudinal Messages in a State Election Campaign , 2001 .

[52]  Sung-Yeon Park,et al.  Inside the spiral: Hostile media, minority perception, and willingness to speak out on a weblog , 2016, Comput. Hum. Behav..