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Erschienen in: Quality & Quantity 4/2015

01.07.2015

Unspeaking on Facebook? Testing network effects on self-censorship of political expressions in social network sites

verfasst von: K. Hazel Kwon, Shin-Il Moon, Michael A. Stefanone

Erschienen in: Quality & Quantity | Ausgabe 4/2015

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Abstract

The aim of this study is to explore online social network exposure effects on predicting individual’s willingness to self-censor political expression (WTSC) and political posting behaviors. The spiral of silence (SOS) theory is applied to the context of online social networks wherein three major network characteristics are highlighted: reduced privacy, integration of multiple social context/relationships, and increase in unanticipated exposure to different opinions. The discussion leads us to propose three possible network effects in terms of WTSC and posting behavior including ‘relationship-specific fear of isolation’, ‘incongruence with dominant political orientation’, and ‘exposure to diverse opinions’. Results show that the exposure to diverse opinions is positively associated with WTSC, which in turn is associated with political posting behavior online. Interestingly, while fear of isolation from offline contacts increases WTSC, it has a positive association with actual posting behavior. We speculate to what extent the social conformity proposition of the SOS theory should persist online and call for further exploration of informational nfluence as conceptually distinct from normative influence.

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1
The connotation of “anonymity” in this paper needs to be subtly differentiated from what Noelle-Neumann (1993) intends to mean when she used the terminology in her SOS theory. While we suggest that anonymity increases a sense of privacy by less exposing the individual’s identity to the public, Noelle-Neumann (1993) discusses that anonymity in public arena encourages to participants to overlook their individuality and is more likely to result in greater conformity with crowds. Her discussion seems to be in line with many early computer-mediated communication scholars’ discussion on online disinhibition effects, which takes a different view from more recent discussions on anonymity as a protector of privacy rights.
 
2
While the zero-inflated poission (ZIP) model is one way to take account for overdispersion, Allen (2012) points out that the negative binomial model not only usually fits better than a ZIP model but also takes a much simpler approach to estimate and interpret. For more details, see Allen (2012). Logistic Regression Using SAS: Theory and Application (2nd Ed.).
 
Literatur
Zurück zum Zitat Allen, P.: Logistic Regression Using SAS: Theory & Application, 2nd edn. SAS Institute (2012) Allen, P.: Logistic Regression Using SAS: Theory & Application, 2nd edn. SAS Institute (2012)
Zurück zum Zitat Barnett, G.A.: Communication and the evolution of SNS: cultural convergence perspective. J. Contemp. East. Asia 10, 43–54 (2011) Barnett, G.A.: Communication and the evolution of SNS: cultural convergence perspective. J. Contemp. East. Asia 10, 43–54 (2011)
Zurück zum Zitat Bennett, W.L.: The uncivic culture: communication, identity, and the rise of lifestyle politics. PS. Polit. Sci. Polit. 31(4), 740–761 (1998)CrossRef Bennett, W.L.: The uncivic culture: communication, identity, and the rise of lifestyle politics. PS. Polit. Sci. Polit. 31(4), 740–761 (1998)CrossRef
Zurück zum Zitat Brandtzaeg, P.B., Liders, M., Skjetne, J.H.: Too many Facebook “friends”? Content sharing and sociability versus the need for privacy in social network sites. Int. J. Hum. Comput. Interact. 26, 1006–1030 (2010). doi:10.1080/10447318.2010.516719 CrossRef Brandtzaeg, P.B., Liders, M., Skjetne, J.H.: Too many Facebook “friends”? Content sharing and sociability versus the need for privacy in social network sites. Int. J. Hum. Comput. Interact. 26, 1006–1030 (2010). doi:10.​1080/​10447318.​2010.​516719 CrossRef
Zurück zum Zitat Brundidge, J.: Encountering “difference” in the contemporary public sphere: the contribution of the Internet to the heterogeneity of political discussion networks. J. Commun. 60, 680–700 (2010)CrossRef Brundidge, J.: Encountering “difference” in the contemporary public sphere: the contribution of the Internet to the heterogeneity of political discussion networks. J. Commun. 60, 680–700 (2010)CrossRef
Zurück zum Zitat Coleman, J.S.: Social capital in the creation of human capital. Am. J. Sociol. 94, S95–S120 (1988)CrossRef Coleman, J.S.: Social capital in the creation of human capital. Am. J. Sociol. 94, S95–S120 (1988)CrossRef
Zurück zum Zitat Das, S., Kramer, A.: Self-censorship on Facebook. In: Proceedings of the 2013 Conference on Computer Supported Cooperative Work, pp. 793–802. Baltimore, MD Feb 15–19, (2013) Das, S., Kramer, A.: Self-censorship on Facebook. In: Proceedings of the 2013 Conference on Computer Supported Cooperative Work, pp. 793–802. Baltimore, MD Feb 15–19, (2013)
Zurück zum Zitat Fadul, J.A.: Big data and knowledge generation in tertiary education in the Philippines. J. Contemp. East. Asia 13, 5–18 (2014)CrossRef Fadul, J.A.: Big data and knowledge generation in tertiary education in the Philippines. J. Contemp. East. Asia 13, 5–18 (2014)CrossRef
Zurück zum Zitat Garrett, R.K.: Echo chambers online? Politically motivated selective exposure among Internet news users1. J. Comput. Mediat. Commun. 14(2), 265–285 (2009) Garrett, R.K.: Echo chambers online? Politically motivated selective exposure among Internet news users1. J. Comput. Mediat. Commun. 14(2), 265–285 (2009)
Zurück zum Zitat Glynn, C.J., Hayes, A., Shanahan, J.: Perceived support for one’s opinions and willingness to speak out: a meta-analysis of survey studies on the “spiral of silence”. Public Opin. Q. 61, 452–463 (1997)CrossRef Glynn, C.J., Hayes, A., Shanahan, J.: Perceived support for one’s opinions and willingness to speak out: a meta-analysis of survey studies on the “spiral of silence”. Public Opin. Q. 61, 452–463 (1997)CrossRef
Zurück zum Zitat Hayes, A.F., Glynn, C.J., Shanahan, J.: Willingness to self-censor: a construct and measurement tool for public opinion research. Int. J. Public Opin. Res. 17(3), 298–323 (2005)CrossRef Hayes, A.F., Glynn, C.J., Shanahan, J.: Willingness to self-censor: a construct and measurement tool for public opinion research. Int. J. Public Opin. Res. 17(3), 298–323 (2005)CrossRef
Zurück zum Zitat Hayes, A.F., Matthes, J., Eveland, W.P.: Stimulating the quasi-statistical organ: Fear of social isolation motivates the quest for knowledge of the opinion climate. Commun. Res. (2011) [Published online]. doi:10.1177/0093650211428608 Hayes, A.F., Matthes, J., Eveland, W.P.: Stimulating the quasi-statistical organ: Fear of social isolation motivates the quest for knowledge of the opinion climate. Commun. Res. (2011) [Published online]. doi:10.​1177/​0093650211428608​
Zurück zum Zitat Hindman, M.: The Myth of Digital Democracy. Princeton University Press, Princeton, NJ (2009) Hindman, M.: The Myth of Digital Democracy. Princeton University Press, Princeton, NJ (2009)
Zurück zum Zitat Ho, S.S., McLeod, D.M.: Social-psychological influences on opinion expression in face-to-face and computer-mediated communication. Commun. Res. 35, 190–207 (2008) Ho, S.S., McLeod, D.M.: Social-psychological influences on opinion expression in face-to-face and computer-mediated communication. Commun. Res. 35, 190–207 (2008)
Zurück zum Zitat Hsu, C., Park, S.J., Park, H.W.: Political discourse among key Twitter users: the case of Sejong city in South Korea. J. Contemp. East. Asia 12, 65–79 (2013)CrossRef Hsu, C., Park, S.J., Park, H.W.: Political discourse among key Twitter users: the case of Sejong city in South Korea. J. Contemp. East. Asia 12, 65–79 (2013)CrossRef
Zurück zum Zitat Johnson, M., Egelman, S., Bellovin, S.M.: Facebook and privacy: it’s complicated. In: Proceedings of the 8th Symposium on Usable Privacy and Security. ACM. Washington D.C., 11–13 July 2012 Johnson, M., Egelman, S., Bellovin, S.M.: Facebook and privacy: it’s complicated. In: Proceedings of the 8th Symposium on Usable Privacy and Security. ACM. Washington D.C., 11–13 July 2012
Zurück zum Zitat Kim, M., Park, H.W.: Measuring Twitter-based political participation and deliberation in the South Korean context by using social network and Triple Helix indicators. Scientometrics 90, 121–140 (2012)CrossRef Kim, M., Park, H.W.: Measuring Twitter-based political participation and deliberation in the South Korean context by using social network and Triple Helix indicators. Scientometrics 90, 121–140 (2012)CrossRef
Zurück zum Zitat Kim, Y.: The contribution of social network sites to exposure to political difference: the relationships among SNSs, online political messaging, and exposure to cross-cutting perspectives. Comput. Hum. Behav. 27, 971–977 (2011). doi:10.1016/j.chb.2010.12.001 CrossRef Kim, Y.: The contribution of social network sites to exposure to political difference: the relationships among SNSs, online political messaging, and exposure to cross-cutting perspectives. Comput. Hum. Behav. 27, 971–977 (2011). doi:10.​1016/​j.​chb.​2010.​12.​001 CrossRef
Zurück zum Zitat Kim, S.-H.: Testing fear of isolation as a causal mechanism: spiral of silence and genetically modified (GM) foods in South Korea. Int. J. Public Opin. Res. 24(3), 306–324 (2012)CrossRef Kim, S.-H.: Testing fear of isolation as a causal mechanism: spiral of silence and genetically modified (GM) foods in South Korea. Int. J. Public Opin. Res. 24(3), 306–324 (2012)CrossRef
Zurück zum Zitat Kim, Y., Hsu, S.-H., Gil de Zuniga, H.: Influence of social media use on discussion network heterogeneity and civic engagement: the moderating role of personality traits. J. Commun. 63(3), 498–516 (2013). doi:10.1111/jcom.12034 CrossRef Kim, Y., Hsu, S.-H., Gil de Zuniga, H.: Influence of social media use on discussion network heterogeneity and civic engagement: the moderating role of personality traits. J. Commun. 63(3), 498–516 (2013). doi:10.​1111/​jcom.​12034 CrossRef
Zurück zum Zitat Knoke, D.: Networks of political action: towards theory construction. Soc. Forces 68, 1041–1063 (1990)CrossRef Knoke, D.: Networks of political action: towards theory construction. Soc. Forces 68, 1041–1063 (1990)CrossRef
Zurück zum Zitat Kwon, K.H., Stefanone, M.A., Barnett, G.A.: Social network influence on online behavioral choices: exploring group formation on social network sites. Am. Behav. Sci. (2014). doi:10.1177/0002764214527092 Kwon, K.H., Stefanone, M.A., Barnett, G.A.: Social network influence on online behavioral choices: exploring group formation on social network sites. Am. Behav. Sci. (2014). doi:10.​1177/​0002764214527092​
Zurück zum Zitat Marwick, A.E., Boyd, D: I tweet honestly, I tweet passionately: Twitter users, context collapse, and the imagined audience. New Media Soc. (2010). doi:10.1177/1461444810365313 Marwick, A.E., Boyd, D: I tweet honestly, I tweet passionately: Twitter users, context collapse, and the imagined audience. New Media Soc. (2010). doi:10.​1177/​1461444810365313​
Zurück zum Zitat Matthes, J., Morrison, K.R., Schemeer, C.: A spiral of silence for some: attitude certainty and the expression of political minority opinions. Commun. Res. 37, 774–800 (2010)CrossRef Matthes, J., Morrison, K.R., Schemeer, C.: A spiral of silence for some: attitude certainty and the expression of political minority opinions. Commun. Res. 37, 774–800 (2010)CrossRef
Zurück zum Zitat Matthes, J., Hayes, A.F., Rojas, H., Shen, F., Min, S.-J., Dylko, I.B.: Exemplifying a dispositional approach to cross-cultural spiral of silence research: fear of social isolation and the inclination to self-censor. Int. J. Public Opin. Res. 24(3), 287–305 (2012)CrossRef Matthes, J., Hayes, A.F., Rojas, H., Shen, F., Min, S.-J., Dylko, I.B.: Exemplifying a dispositional approach to cross-cultural spiral of silence research: fear of social isolation and the inclination to self-censor. Int. J. Public Opin. Res. 24(3), 287–305 (2012)CrossRef
Zurück zum Zitat McPherson, M., Smith-Lovin, L., Cook, J.: Birds of a feather: homophily in social networks. Annu. Rev. Sociol. 27, 415–444 (2001)CrossRef McPherson, M., Smith-Lovin, L., Cook, J.: Birds of a feather: homophily in social networks. Annu. Rev. Sociol. 27, 415–444 (2001)CrossRef
Zurück zum Zitat Mutz, D.C.: The consequences of cross-cutting networks for political participation. Am. J. Polit. Sci. 46, 838–855 (2002)CrossRef Mutz, D.C.: The consequences of cross-cutting networks for political participation. Am. J. Polit. Sci. 46, 838–855 (2002)CrossRef
Zurück zum Zitat Mutz, D.C.: Hearing the Other Side: Deliberative Versus Participatory Democracy. Cambridge University Press, New York (2006)CrossRef Mutz, D.C.: Hearing the Other Side: Deliberative Versus Participatory Democracy. Cambridge University Press, New York (2006)CrossRef
Zurück zum Zitat Neuwirth, K.: Testing the spiral of silence model: the case of Mexico. Int. J. Public Opin. Res. 12(2), 138–159 (2000)CrossRef Neuwirth, K.: Testing the spiral of silence model: the case of Mexico. Int. J. Public Opin. Res. 12(2), 138–159 (2000)CrossRef
Zurück zum Zitat Noelle-Neumann, E.: The Spiral of Silence: Public Opinion—Our Social Skin, 2nd edn. University of Chicago Press, Chicago, IL (1993) Noelle-Neumann, E.: The Spiral of Silence: Public Opinion—Our Social Skin, 2nd edn. University of Chicago Press, Chicago, IL (1993)
Zurück zum Zitat Noelle-Neumann, E., Peterson, T.: The spiral of silence and the social nature of man. In: Kaid, L.L. (ed.) Handbook of Political Communication Research, pp. 339–356. Lawrence Erlbaum, Mahwah, NJ (2004) Noelle-Neumann, E., Peterson, T.: The spiral of silence and the social nature of man. In: Kaid, L.L. (ed.) Handbook of Political Communication Research, pp. 339–356. Lawrence Erlbaum, Mahwah, NJ (2004)
Zurück zum Zitat Otterbacher, J., Shapiro, M.A., Hemphill, L.: Interacting or just acting? A case study of European, Korean, and American politicians’ interactions with the public on Twitter. J. Contemp. East. Asia 12, 5–20 (2013)CrossRef Otterbacher, J., Shapiro, M.A., Hemphill, L.: Interacting or just acting? A case study of European, Korean, and American politicians’ interactions with the public on Twitter. J. Contemp. East. Asia 12, 5–20 (2013)CrossRef
Zurück zum Zitat Papacharissi, Z.: The virtual geographies of social networks: a comparative analysis of Facebook, LinkedIn and A Small World. New Media Soc. 11, 199–220 (2009)CrossRef Papacharissi, Z.: The virtual geographies of social networks: a comparative analysis of Facebook, LinkedIn and A Small World. New Media Soc. 11, 199–220 (2009)CrossRef
Zurück zum Zitat Papacharissi, Z., Mendelson, A.: Toward a new(er) sociability: uses, gratifications, and social capital on Facebook. In: Papathanassopoulos, S. (ed.) Media Perspectives for the 21 Century, pp. 212–230. Routledge, New York, NY (2011) Papacharissi, Z., Mendelson, A.: Toward a new(er) sociability: uses, gratifications, and social capital on Facebook. In: Papathanassopoulos, S. (ed.) Media Perspectives for the 21 Century, pp. 212–230. Routledge, New York, NY (2011)
Zurück zum Zitat Park, H.W.: Mapping election campaigns through negative entropy: triple and Quadruple Helix approach to South Korea’s 2012 presidential election. Scientometrics 99, 187–197 (2014)CrossRef Park, H.W.: Mapping election campaigns through negative entropy: triple and Quadruple Helix approach to South Korea’s 2012 presidential election. Scientometrics 99, 187–197 (2014)CrossRef
Zurück zum Zitat Petric, G., Pinter, A.: From social perception to public expression of opinion: a structural equation modeling approach to the spiral of silence. Int. J. Public Opin. Res. 14(1), 37–53 (2002)CrossRef Petric, G., Pinter, A.: From social perception to public expression of opinion: a structural equation modeling approach to the spiral of silence. Int. J. Public Opin. Res. 14(1), 37–53 (2002)CrossRef
Zurück zum Zitat Rainie, L., Wellman, B.: Networked: The New Social Operating System. MIT Press, Cambridge, MA (2012) Rainie, L., Wellman, B.: Networked: The New Social Operating System. MIT Press, Cambridge, MA (2012)
Zurück zum Zitat Salmon, C.T., Neuwirth, K.: Perceptions of opinion “climates” and willingness to discuss the issue of abortion. Journal. Q. 67, 567–577 (1990)CrossRef Salmon, C.T., Neuwirth, K.: Perceptions of opinion “climates” and willingness to discuss the issue of abortion. Journal. Q. 67, 567–577 (1990)CrossRef
Zurück zum Zitat Scheufele, D.A., Shanahan, J., Lee, E.: Real talk: manipulating the dependent variable in spiral of silence research. Commun. Res. 28, 304–324 (2001)CrossRef Scheufele, D.A., Shanahan, J., Lee, E.: Real talk: manipulating the dependent variable in spiral of silence research. Commun. Res. 28, 304–324 (2001)CrossRef
Zurück zum Zitat Stroud, N.J.: Polarization and partisan selective exposure. J. Commun. 60, 556–576 (2010)CrossRef Stroud, N.J.: Polarization and partisan selective exposure. J. Commun. 60, 556–576 (2010)CrossRef
Zurück zum Zitat Sunstein, C.R.: Infotopia: How Many Minds Produce Knowledge. Oxford University, New York, NY (2006) Sunstein, C.R.: Infotopia: How Many Minds Produce Knowledge. Oxford University, New York, NY (2006)
Zurück zum Zitat Valenzuela, S., Kim, Y., Gil de Zuniga, H.: Social network that matter: exploring the role of political discussion for online political participation. Int. J. Public Opin. Res. 24(2), 163–184 (2012). doi:10.1093/ijpor/edr037 CrossRef Valenzuela, S., Kim, Y., Gil de Zuniga, H.: Social network that matter: exploring the role of political discussion for online political participation. Int. J. Public Opin. Res. 24(2), 163–184 (2012). doi:10.​1093/​ijpor/​edr037 CrossRef
Zurück zum Zitat Wojcieszak, M.E., Mutz, D.C.: Online groups and political discourse: do online discussion spaces facilitate exposure to political disagreement? J. Commun. 59(1), 40–56 (2009)CrossRef Wojcieszak, M.E., Mutz, D.C.: Online groups and political discourse: do online discussion spaces facilitate exposure to political disagreement? J. Commun. 59(1), 40–56 (2009)CrossRef
Metadaten
Titel
Unspeaking on Facebook? Testing network effects on self-censorship of political expressions in social network sites
verfasst von
K. Hazel Kwon
Shin-Il Moon
Michael A. Stefanone
Publikationsdatum
01.07.2015
Verlag
Springer Netherlands
Erschienen in
Quality & Quantity / Ausgabe 4/2015
Print ISSN: 0033-5177
Elektronische ISSN: 1573-7845
DOI
https://doi.org/10.1007/s11135-014-0078-8

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