Empirical Investigations Based on the Spiral of Silence Theory

Total Page:16

File Type:pdf, Size:1020Kb

Empirical Investigations Based on the Spiral of Silence Theory Monitoring and Expressing Opinions on Social Networking Sites – Empirical Investigations based on the Spiral of Silence Theory Von der Fakultät für Ingenieurwissenschaften, Abteilung Informatik und Angewandte Kognitionswissenschaft der Universität Duisburg-Essen zur Erlangung des akademischen Grades Doktor der Philosophie (Dr. phil.) genehmigte Dissertation von German Neubaum aus Buenos Aires, Argentinien 1. Gutachterin: Prof. Dr. Nicole Krämer 2. Gutachter: Prof. Dr. Joseph Walther Tag der mündlichen Prüfung: 12. Mai 2016 3 Acknowledgments The present thesis is dedicated to all those who have accompanied and enriched my (PhD) journey during the last three and a half years. This journey has been full of ups and downs, joy and frustration, and without the professional and personal support of many people I would not have survived it so well. During my journey I was lucky enough to have two “doctoral parents” who guided my way, encouraged me to keep on going, and inspired me with their knowledge and devotion to empirical research. First, I would like to express my gratitude to my advisor Nicole Krämer, who supported and fostered my curiosity in psychological and communication research from the start. The “Krämer School” has taught me how to develop and pursue my own research ideas and questions, how to manage seemingly unmanageable challenges, and how to continuously believe in positive outcomes. Nicole, thank you for opening so many doors for me. I am sure that I will benefit from your advice and guidance throughout my professional career. Second, I wish to thank my second mentor, Joseph Walther, who made great efforts to enable me to visit and work with him in Singapore. I am so grateful that I had the chance to visit the “Walther School,” which substantially expanded my ways of thinking, teaching me how to critically question theoretical ideas and empirical approaches, and how to find joy in this scrutiny. Joe, thank you for your generosity in taking so much time to teach me these things and much more. Stephan Winter, thank you for the highest level of entertainment in and outside our office, enlightening discussions, sage advice, and for all the time and effort you invested in giving constructive feedback on this work. Our LE243 discussions and shared fascination for research have significantly inspired the present dissertation. Thank you, Laura Hoffmann and Leonie Rösner, for being my “doctoral sisters” sharing all the ups and downs of our journeys and for mutual encouragement. I also wish to thank Sabrina Eimler, Sabrina Sobieraj, and Tina Ganster for the pizzas, the parties, and the laughter as well as all past and current members of the social psychology family at the University of Duisburg-Essen for giving me such an enjoyable and instructive time. On the other side of the world, I want to express my gratitude to all those who accompanied my time at the Wee Kim Wee School of Communication and Information at the Nanyang Technological University in Asia’s Disneyland Singapore. Thank you, Shirley Ho, for sharing the enthusiasm for the spiral of silence theory and for collaborating with me in this exciting field. During my visit in Singapore, I learnt so much, not only about research but also about a new culture and different 4 ways of thinking and living, leading me to learn more about myself. A special thanks to the German Academic Exchange Service for making this learning experience possible. Outside the scientific world, there are so many people to whom I am indebted. First, I would like to thank my parents, Nora and Daniel, who have made incredible sacrifices to enable my sister and me to grow up in an environment where education is highly valued. Your selflessness combined with your strength, wisdom, and unconventional thinking make me so proud to be your son. Thank you for giving me so much without asking for anything in return. Thanks to my sister, Magdalena, for paving the way in so many respects and for believing in me. Furthermore, I wish to thank Rita, Anja, and in loving memory Volkmar for letting me be part of the family and for being there whenever needed. We made it through the darkest days and I learnt so much from your positivity. Thank you for encouraging and supporting me tirelessly! This work would not have been possible without living moments of lightheartedness. Martin, Laura, Ina, Lisa, Marius, Tina, Daniel P., Tessi, Jules, and Daniel N., thank you for being the craziest buddies and true companions – you always make light of any situation. Each and every one of you contributed to this work in his/her own way. Finally, I would like to thank my most significant other, Kathrin. From day one on, you have empowered me to undertake this adventure, knowing that it would require many compromises. But you taught me what really counts in life. Thank you for being my best friend and accompanying every single step of this journey, the easy and the tough ones, with boundless affection. Your contagious optimism and unconditional support made finishing this work possible. Now, I can’t wait to start a new chapter in our lives! 5 Parts of this dissertation have been presented in or accepted for talks and posters at conferences or have been published in peer-reviewed journals. Please refer to the following publications for more information: Study 1 Neubaum, G., & Krämer, N. C. (2015, September). Monitoring the opinion of the crowd – Psychological patterns of public opinion perceptions in social media. Paper presented at the 9th Conference of the Media Psychology Division of the DGPs (German Psychological Society), Tübingen, Germany. Neubaum, G. (2016, June). Monitoring the opinion of the crowd: Media and social psychological mechanisms underlying public opinion perceptions on social media. Paper presented at the annual meeting of ICA 2016 (International Communication Association), Fukuoka, Japan. Neubaum, G., & Krämer, N. C. (2016). Monitoring the opinion of the crowd: Psychological mechanisms underlying public opinion perceptions on social media. Media Psychology. Advance online publication. doi:10.1080/15213269.2016.1211539 Studies 2 & 3 Neubaum, G. (2015, May). What do we fear of? Expected sanctions for expressing minority opinions in offline and online communication. Paper presented at the annual meeting of ICA 2015 (International Communication Association), San Juan, Puerto Rico. Neubaum, G., & Krämer, N. C. (2016). What do we fear? Expected sanctions for expressing minority opinions in offline and online communication. Communication Research. Advance online publication. doi:10.1177/0093650215623837 Study 4 Neubaum, G., Ho, S. S., & Krämer, N. C. (2016, January). Der Öffentlichkeitseffekt: Wie der Grad der Öffentlichkeit auf sozialen Medien die Redebereitschaft beeinflusst [The publicness effect: How the level of publicness in social media influences the willingness to speak out]. Paper presented at the annual conference of the Audience and Reception Studies Division of the German Communication Association (DGPuK), Amsterdam, Netherlands. Neubaum, G., & Ho, S. S. (2016, June). For all eyes to see: A cross-cultural comparison of the effect of publicness on opinion expression in social media. Paper presented at the annual meeting of ICA 2016 (International Communication Association), Fukuoka, Japan. Study 5 Neubaum, G., (2015, July). How different audiences in social media affect people’s outspokenness on controversial issues. Poster presented at the international summer school “Living with Media” at the University of Cologne, Germany. 7 TABLE OF CONTENTS List of Tables ........................................................................................................................................ 10 List of Figures ...................................................................................................................................... 12 Abstract ................................................................................................................................................ 13 Zusammenfassung ............................................................................................................................... 15 I INTRODUCTION ............................................................................................................................ 17 II THEORETICAL FRAMEWORK ................................................................................................ 20 1 The Informational and Discursive Use of the Internet ............................................................. 20 1.1 Early Years of the Internet as a Forum for Public Deliberation .............................................. 20 1.2 Characterizing Social Media as a Venue for Information and Discussion .............................. 25 1.2.1 Social Media as a Source of Political and Societal Information ...................................... 29 1.2.2 Social Media as a Venue for the Exchange of Opinions .................................................. 32 2 The Formation of Public Opinion: A Social Psychological View ............................................. 37 2.1 Conceptualizations of Public Opinion ..................................................................................... 37 2.2 Pioneering Research on Social Influence Processes ................................................................ 41 2.3 The Spiral of Silence Theory ................................................................................................... 48 2.3.1 Theoretical Propositions and Empirical
Recommended publications
  • North American Journal of Psychology, 1999. PUB DATE 1999-00-00 NOTE 346P.; Published Semi-Annually
    DOCUMENT RESUME ED 449 388 CG 029 765 AUTHOR McCutcheon, Lynn E., Ed. TITLE North American Journal of Psychology, 1999. PUB DATE 1999-00-00 NOTE 346p.; Published semi-annually. AVAILABLE FROM NAJP, 240 Harbor Dr., Winter Garden, FL 34787 ($35 per annual subscription). Tel: 407-877-8364. PUB TYPE Collected Works Serials (022) JOURNAL CIT North American Journal of Psychology; vl n1-2 1999 EDRS PRICE MF01/PC14 Plus Postage. DESCRIPTORS *Psychology; *Research Tools; *Scholarly Journals; *Social Science Research ABSTRACT "North American Journal of Psychology" publishes scientific papers of general interest to psychologists and other social scientists. Articles included in volume 1 issue 1 (June 1999) are: "Generalist Looks at His Career in Teaching: Interview with Dr. Phil Zimbardo"; "Affective Information in Videos"; "Infant Communication"; "Defining Projective Techniques"; "Date Selection Choices in College Students"; "Study of the Personality of Violent Children"; "Behavioral and Institutional Theories of Human Resource Practices"; "Self-Estimates of Intelligence:"; "When the Going Gets Tough, the Tough Get Going"; "Behaviorism and Cognitivism in Learning Theory"; "On the Distinction between Behavioral Contagion, Conversion Conformity, and Compliance Conformity"; "Promoting Altruism in Troubled Youth"; The Influence of insecurity on Exchange and Communal Intimates"; "Height as Power in Women"; "Moderator Effects of Managerial Activity Inhibition on the Relation between Power versus Affiliation Motive Dominance and Econdmic Efficiency";
    [Show full text]
  • American Behavioral Scientist
    American Behavioral Scientist http://abs.sagepub.com/ Social Network Influence on Online Behavioral Choices: Exploring Group Formation on Social Network Sites K. Hazel Kwon, Michael A. Stefanone and George A. Barnett American Behavioral Scientist published online 28 March 2014 DOI: 10.1177/0002764214527092 The online version of this article can be found at: http://abs.sagepub.com/content/early/2014/03/28/0002764214527092 Published by: http://www.sagepublications.com Additional services and information for American Behavioral Scientist can be found at: Email Alerts: http://abs.sagepub.com/cgi/alerts Subscriptions: http://abs.sagepub.com/subscriptions Reprints: http://www.sagepub.com/journalsReprints.nav Permissions: http://www.sagepub.com/journalsPermissions.nav Citations: http://abs.sagepub.com/content/early/2014/03/28/0002764214527092.refs.html >> OnlineFirst Version of Record - Mar 28, 2014 What is This? Downloaded from abs.sagepub.com at ARIZONA STATE UNIV on April 3, 2014 ABSXXX10.1177/0002764214527092American Behavioral ScientistKwon et al. 527092research-article2014 Article American Behavioral Scientist 1 –16 Social Network Influence on © 2014 SAGE Publications Reprints and permissions: Online Behavioral Choices: sagepub.com/journalsPermissions.nav DOI: 10.1177/0002764214527092 Exploring Group Formation abs.sagepub.com on Social Network Sites K. Hazel Kwon1, Michael A. Stefanone2, and George A. Barnett3 Abstract Social media communication is characterized by reduced anonymity and off-to-online social interactions. These characteristics require scholars to revisit social influence mechanisms online. The current study builds on social influence literature to explore social network and gender effects on online behavior. Findings from a quasi- experiment suggest that both network-related variables and gender are significantly associated with online behavior.
    [Show full text]
  • It's Contagious: Rethinking a Metaphor Dialogically
    Article Culture & Psychology 2015, Vol. 21(3) 359–379 It’s contagious: ! The Author(s) 2015 Reprints and permissions: sagepub.co.uk/journalsPermissions.nav Rethinking a metaphor DOI: 10.1177/1354067X15601190 dialogically cap.sagepub.com Zachary J Warren Georgetown University, Washington, DC, USA Se´amus A Power University of Chicago, Chicago, IL, USA Abstract ‘‘Contagion’’ appears frequently in peer-reviewed articles and in popular media to explain the spread of ideas, feelings, and behaviors. In the context of social science, however, we argue that this metaphor leads to magical thinking and should be described as a simile, rather than a metaphor. We review literature on ‘‘social contagion’’ using the dialogical paradigm and conclude that peer-reviewed claims tend to correspond with imagined realities from epidemiology rather than social science, including assumptions of passive and linear microbial spread, as well as pathology. We explore case studies on the spread of laughter, riot behavior, and ‘‘mass psychogenic illness,’’ and find that social contagion involves social meanings negotiated at the level of persons and groups that are uncharacteristic to the spread of diseases. Dialogism is presented as a correction to the epidemiological paradigm. Keywords Dialogical theory, contagion theory, psychogenic illness, spread, metaphor, riot behavior, laughter, Bakhtin, Afghanistan, dialogism Introduction In February 2012, the Le Roy School District in Le Roy, New York, reported a ‘‘twitching disease’’ that affected over a dozen teen girls and at least one adult. The New York Department of Health launched an investigation in search of envir- onmental causes, and environmental activist Erin Brochovich sent a team Corresponding author: Se´amus A Power, Department of Comparative Human Development, Social Sciences Research Building, Office 103, 1126 East 59th St, University of Chicago, Chicago, IL 60637, USA.
    [Show full text]
  • The Relationship Between Conformity, Independence
    THE RELATIONSHIP BETWEEN CONFORMITY, INDEPENDENCE, ANTICONFORMITY, AND CERTAIN PERSONALITY CHARACTERISTICS APPROVED: Major Professor A/ Minor Processor SVUL~> Dean of the Schoo Education Deancof the Graduate School THE RELATIONSHIP BETWEEN CONFORMITY, INDEPENDENCE, ANTICONFORMITY, AND CERTAIN PERSONALITY CHARACTERISTICS THESIS Presented to the Graduate Council of the North Texas State University in Partial Fulfillment of the Requirements For the Degree of MASTER OF SCIENCE By Patricia S. Mantheiy, B. S. Denton, Texas August, 1969 TABLE OF CONTENTS Page LIST OF TABLES iv Chapter I. INTRODUCTION ....... 1 Related Research Purpose of the Study Statement of the Problem Hypotheses Chapter Bibliography II. METHOD . 42 Subjects Description of Instruments Design Procedure Chapter Bibliography III. ANALYSIS AND DISCUSSION OF RESULTS 54 IV. SUMMARY AND CONCLUSIONS 66 APPENDIX 70 BIBLIOGRAPHY . 75 XXX LIST OF TABLES Table Page I. Means and Standard Deviations of Dependent Variable Scores for Conformers, Independents, and Anticonformers. 54 II. Summary of Analysis of Variance of Conformers Independents, and Anticonformers on Need for Affiliation 55 III. Summary of Analysis of Variance of Conformers Independents and Anticonformers on Dependency Needs 57 IV. Summary of Analysis of Variance of Conformers Independents, and Anticonformers on Overt Anxiety . 58 V. Summary of Analysis of Variance of Conformers Independents, and Anticonformers on Covert Anxiety 60 IV CHAPTER I INTRODUCTION An understanding of conformity and nonconformity is particularly important in these days of social unrest. Most of the research has emphasized understanding the process of conformity, with nonconformity either being ignored or considered the opposite of conformity. This unidimensional approach with conformity on one end and nonconformity on the *« other was conceptualized by Allport (1) in his J curve hypothesis of conformity.
    [Show full text]
  • Behavioral Economics and the SEC
    Law & Economics Working Papers Law & Economics Working Papers Archive: 2003-2009 University of Michigan Law School Year 2003 Behavioral Economics and the SEC Stephen Choi∗ Adam C. Pritchardy ∗University of California, Berkeley, [email protected] yUniversity of Michigan Law School, [email protected] This paper is posted at University of Michigan Law School Scholarship Repository. http://repository.law.umich.edu/law econ archive/art12 Choi and Pritchard: UNIVERSITY OF MICHIGAN JOHN M. OLIN CENTER FOR LAW & ECONOMICS BEHAVIORAL ECONOMICS AND THE SEC ADAM C. PRITCHARD WORKING PAPER #03-002 THIS PAPER CAN BE DOW NLOADED WITHOUT CHARGE AT : MICHIGAN JOHN M. OLIN CENTER WEBSITE HTTP://WWW.LAW .UMICH.EDU/CENTERSANDPROGRAMS/OLIN/PAPERS.HTM Published by University of Michigan Law School Scholarship Repository, 2003 1 Law & Economics Working Papers Archive: 2003-2009, Art. 12 [2003] Behavioral Economics and the SEC Behavioral24.doc: 3/20/03 12:22 PM Stephen J. Choi* & A.C. Pritchard** Abstract. Investors face myriad investment alternatives and seemingly limitless information concerning those alternatives. Not surprisingly, many commentators contend that investors frequently fall short of the ideal investor posited by the rational actor model. Investors are plagued with a variety of behavioral biases (such as, among others, the hindsight bias, the availability bias, loss aversion, and overconfidence). Even securities market institutions and intermediaries may suffer from biases, led astray by groupthink and overconfidence. The question remains whether regulators should focus on such biases in formulating policy. An omnipotent regulatory decisionmaker would certainly improve on flawed investor decisionmaking. The alternative we face, however, is a behaviorally-flawed regulator, the Securities and Exchange Commission (SEC).
    [Show full text]
  • The Human Choice: Individuation, Reason, and Impulse, and Chaos
    nebraska symposium on motivation 1969 The Human Choice: WILLIAM J. ARNOLD and DAVID LEVINE, Editors Individuation, Reason, and Order versus Deindividuation, Dalbir Bindra Professor of Psychology- McGill b'liiversily Impulse, and Chaos Professor of Psychology Edward L. Wike PHILIP G. ZIMBARDO University of Kansas Stanjord University Roger W. Black Professor of Psychology University oj South Carolina Omtrol. That’s what current psychology is all about. The use ol powerful schedules of reinforcement, probing neurophysiological techniques, computer simulation, and the new behavior therapies Elliot Aronson Professor of Psychology University of Texas at Austin (among other advances) enable psychologists to manipulate the responses of a wide range of research subjects in order to improve learning and discrimination; to arouse, rechannel, and satisfy Stuart W. Cook Professor of Psyi hology drives; and to redirect abnormal or deviant behavior. It has, in fact, Univernty of Colorado become the all-consuming task of most psychologists to learn how to bring behavior under stimulus control. Philip G. Zimbardo Prolessor of Psychology It is especially impressive to note (in any volume of the Nebraska Stanford University Symposium on Motivation) the relative case with which laboratory researchers can induce motives which have an immediate and often demonstrably pervasive effect on a vast array of response measures. On the other hand, one must reconcile this with the observation ’ that in the “real world” people often.show considerable tolerance university
    [Show full text]
  • Emotional Contagion and Its Influence on Group Behavior Author(S): Sigal G
    The Ripple Effect: Emotional Contagion and Its Influence on Group Behavior Author(s): Sigal G. Barsade Source: Administrative Science Quarterly, Vol. 47, No. 4 (Dec., 2002), pp. 644-675 Published by: Sage Publications, Inc. on behalf of the Johnson Graduate School of Management, Cornell University Stable URL: http://www.jstor.org/stable/3094912 . Accessed: 12/02/2015 02:13 Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at . http://www.jstor.org/page/info/about/policies/terms.jsp . JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range of content in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new forms of scholarship. For more information about JSTOR, please contact [email protected]. Sage Publications, Inc. and Johnson Graduate School of Management, Cornell University are collaborating with JSTOR to digitize, preserve and extend access to Administrative Science Quarterly. http://www.jstor.org This content downloaded from 128.103.149.52 on Thu, 12 Feb 2015 02:13:10 AM All use subject to JSTOR Terms and Conditions The Ripple Effect: Group emotional contagion, the transfer of moods Emotional among people in a group, and its influence on work Contagion was examined and Its Influence on group dynamics in a laboratory study of managerial decision making using multiple, convergent Group Behavior measures of mood, individual attitudes, behavior, and group-level dynamics. Using a 2 x 2 experimental design, Sigal G. Barsade with a trained confederate enacting mood conditions, the effect of emotional was found YaleUniversity predicted contagion among group members, using both outside coders' rat- ings of participants' mood and participants' self-reported mood.
    [Show full text]
  • Behavioral Contagion of (Un)Ethical Behavior and the Role of Social Identity
    Munich Personal RePEc Archive On Peer Effects: Behavioral Contagion of (Un)Ethical Behavior and the Role of Social Identity Dimant, Eugen University of Pennsylvania, Behavioral Ethics Lab, Harvard University, Edmond J. Safra Center for Ethics 28 December 2015 Online at https://mpra.ub.uni-muenchen.de/68732/ MPRA Paper No. 68732, posted 10 Jan 2016 05:53 UTC ON PEER EFFECTS: BEHAVIORAL CONTAGION OF (UN)ETHICAL BEHAVIOR AND THE ROLE OF SOCIAL IDENTITY Eugen Dimant‡ University of Pennsylvania, Behavioral Ethics Lab Harvard University, Edmond J. Safra Center for Ethics Version: December 2015 ABSTRACT: Social interactions and the resulting peer effects loom large in both economic and social contexts. This is particularly true for the spillover of (un)ethical behavior in explaining how behavior and norms spread across individual people, neighborhoods, or even cultures. Although we understand and ob- serve the outcomes of such contagion effects, little is known about the drivers and the underlying mechanisms, especially with respect to the role of social identity with one’s peers and the (un)ethical- ity of behavior one is exposed to. We use a variant of a give-or-take dictator game to shed light on these aspects in a con-trolled laboratory setting. Our experiment contributes to the existing literature in two ways: first, using a novel approach of inducing social identification with one’s peers in the lab, our design allows us to analyze the spillover-effects of (un)ethical behavior under varied levels of social identification. Second, we study whether contagion of ethical behavior differs from contagion of un- ethical behavior.
    [Show full text]
  • Teamwork Experience and Audit Quality by Individual Auditors Lixin
    Is Audit Behavior Contagious? Teamwork Experience and Audit Quality by Individual Auditors* Lixin (Nancy) Su† and Donghui Wu‡ First draft: August 2015 Current draft: July 2016 * We are thankful for the comments and suggestions provided by John Goodwin, S.P. Kothari, Linda Myers, Katherine Schipper, Feng Tian, Zheng Wang, Hong Xie (the MIT Conference discussant), and participants at the 2016 MIT Asian Conference in Accounting, workshops organized by Huazhong University of Science and Technology, Lingnan University, University of Melbourne, Tsinghua University, Xiamen National Accounting Institute, Xiamen University, and the able research assistance provided by Junjie Wang. The usual disclaimer applies. † School of Accounting and Finance, The Hong Kong Polytechnic University. E-mail: [email protected]. ‡ School of Accountancy and Center for Institutions and Governance, The Chinese University of Hong Kong. E-mail: [email protected]. Is Audit Behavior Contagious? Teamwork Experience and Audit Quality by Individual Auditors Abstract In this paper, we demonstrate that bad audit behavior is transmitted through the teamwork experience of individual auditors. We find that auditors who have previously worked in a team (team auditors) with those who are sanctioned by the regulators for audit failure (contagious auditors) are more likely to issue lenient audit opinions, and their audited accounting numbers are more likely to be downward restated in the future, compared to those who have no overlap with contagious auditors in their teamwork experience. This contagion effect is, however, absent among auditors who previously worked in the same audit firm but not in the same team (colleague auditors) as contagious auditors.
    [Show full text]
  • The Yellow Flag of Quarantine: an Analysis of the Historical And
    University of South Florida Scholar Commons Graduate Theses and Dissertations Graduate School January 2012 The elY low Flag of Quarantine: An Analysis of the Historical and Prospective Impacts of Socio-Legal Controls Over Contagion Peter Oliver Okin University of South Florida, [email protected] Follow this and additional works at: http://scholarcommons.usf.edu/etd Part of the American Studies Commons, and the Public Health Commons Scholar Commons Citation Okin, Peter Oliver, "The eY llow Flag of Quarantine: An Analysis of the Historical and Prospective Impacts of Socio-Legal Controls Over Contagion" (2012). Graduate Theses and Dissertations. http://scholarcommons.usf.edu/etd/4190 This Dissertation is brought to you for free and open access by the Graduate School at Scholar Commons. It has been accepted for inclusion in Graduate Theses and Dissertations by an authorized administrator of Scholar Commons. For more information, please contact [email protected]. The Yellow Flag of Quarantine: An Analysis of the Historical and Prospective Impacts of Socio-Legal Controls Over Contagions by Peter Oliver Okin A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy Department of Environmental and Occupational Health College of Public Health University of South Florida Major Professor: Raymond D. Harbison, MS, Ph.D. Giffe Johnson, MPH, Ph.D. Steve Morris, M.D., RN Thomas Truncale, D.O., MPH Date of Approval: April 2, 2012 Keywords: Plagues, Epidemics, Infections, Communicable Diseases Copyright © 2012, Peter Oliver Okin DEDICATION I dedicate this Dissertation to Drs. Raymond Harbison and Giffe Johnson, who actively supported my long quiet quest to complete this work and to obtain the Ph.D.
    [Show full text]
  • To Speak Or Not to Speak: Predicting College Students’ Outspokenness in the Pro-Democracy Movement in Hong Kong
    International Journal of Communication 11(2017), 3704–3720 1932–8036/20170005 To Speak or Not to Speak: Predicting College Students’ Outspokenness in the Pro-Democracy Movement in Hong Kong WAN-YING LIN City University of Hong Kong, Hong Kong BOLIN CAO Shenzhen University, China XINZHI ZHANG Hong Kong Baptist University, Hong Kong This study applied the spiral of silence theory to examine college students’ willingness to speak up about the pro-democracy movement in Hong Kong in both offline and online scenarios. The results largely confirmed the spiral of silence effect in the offline scenario, but not in the online scenario. The findings also suggested that, instead of considering the opinion climate of the general public as a whole, perceived opinion congruency with the peer group positively affected students’ outspokenness in the offline setting. Other well-established influencing factors, such as fear of isolation and the awareness of consequence, were confirmed in the offline context as well. Moreover, alternative media exposure positively predicted one’s willingness to speak up in both online and offline scenarios. Finally, the applicability of the spiral of silence hypothesis to cyberspace was discussed. Keywords: spiral of silence, outspokenness, social movement, alternative media, Hong Kong Being outspoken about political or public issues is typically considered beneficial in a civil society (Habermas, 1989). It is generally believed that public expressions serve as an important form of civic participation, leading to deliberative democracies (e.g., Esarey & Qiang, 2008; Janssen & Kies, 2005; Wright & Street, 2007). For four decades, scholars have employed the framework of the spiral of silence to investigate how willing individuals are to speak up on controversial issues such as abortion, the death penalty, and gay rights (e.g., Baldassare & Katz, 1996; Hayes, Shanahan, & Glynn, 2001; McDevitt, Kiousis, & Wahl-Jorgensen, 2003; Salmon & Neuwirth, 1990).
    [Show full text]
  • On Churn and Social Contagion
    On Churn and Social Contagion Zoheb Borbora Arpita Chandra Dept. of Computer Science Center for Exact Humanities University of Minnesota International Institute of Information Technology Minneapolis, USA Hyderabad, India [email protected] [email protected] Ponnurangam Kumaraguru * Jaideep Srivastava Dept. of Computer Science Dept. of Computer Science Indraprastha Institute of Information Technology University of Minnesota Delhi, India Minneapolis, USA [email protected] [email protected] Abstract—Massively Multiplayer Online Role-Playing Games this question has not been studied in the churn literature and (MMORPGs) are persistent virtual environments where millions we believe this would be our novel contribution to the area. of players interact in an online manner. We study the problem of An important aspect of any churn prediction model is how player churn and social contagion using MMORPG game logs by analyzing the impact of a node’s churn behavior on its immediate early the model can identify that an actor is at risk of churn. neighborhood or group. The two key research questions in this Typical churn prediction models would predict whether an paper are - When an active node, ego, becomes dormant, what is actor is likely to churn in the next time window; which the impact on the activity behavior of ego’s immediate neighbor, could be a week or month. However, at this point it may alter, 1) based on ego’s characteristics and ego’s relationship with already be too late for Customer Relationship Managers to alter and 2) based on the activity behavior of alter’s remaining neighbors.
    [Show full text]