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Tweeting Beyond Tahrir

Ideological Diversity and Political Intolerance in Egyptian Twitter Networks

Published online by Cambridge University Press:  26 March 2021

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Abstract

Do online social networks affect political tolerance in the highly polarized climate of postcoup Egypt? Taking advantage of the real-time networked structure of Twitter data, the authors find that not only is greater network diversity associated with lower levels of intolerance, but also that longer exposure to a diverse network is linked to less expression of intolerance over time. The authors find that this relationship persists in both elite and non-elite diverse networks. Exploring the mechanisms by which network diversity might affect tolerance, the authors offer suggestive evidence that social norms in online networks may shape individuals’ propensity to publicly express intolerant attitudes. The findings contribute to the political tolerance literature and enrich the ongoing debate over the relationship between online echo chambers and political attitudes and behavior by providing new insights from a repressive authoritarian context.

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Research Article
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Copyright © Trustees of Princeton University 2021

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References

Aday, Sean, Henry, Farrell, Marc, Lynch, John, Sides, Kelly, John, and Ethan, Zuckerman. 2010. “Blogs and Bullets: New Media in Contentious Politics." Washington, D.C.: United States Institute of Peace. At https://www.usip.org/publications/2010/09/blogs-and-bullets-new-media-contentious-politics, accessed February 11, 2021.Google Scholar
Aday, Sean, Henry, Farrell, Marc, Lynch, Sides, John, and Deen, Freelon. 2012. “Blogs and Bullets II: New Media and Conflict after the Arab Spring.” Washington, D.C.: United States Institute of Peace. At https://www.usip.org/publications/2012/07/blogs-and-bullets-ii-new-media-and-conflict-after-arab-spring, accessed February 11, 2021.Google Scholar
Allport, Gordon Willard. 1954. The Nature of Prejudice. Cambridge, Mass.: Addison-Wesley.Google Scholar
Anduiza, Eva, Jensen, Michael J., and Laia, Jorba. 2012. Digital Media and Political Engagement Worldwide: A Comparative Study. New York, N.Y.: Cambridge University Press.CrossRefGoogle Scholar
Bakshy, Eytan, Solomon, Messing, and Adamic, Lada A.. 2015. “Exposure to Ideologically Diverse News and Opinion on Facebook.” Science, June 5: 1130-32. At https://doi.org/10.1126/science.aaa1160.CrossRefGoogle Scholar
Barberá, Pablo. 2015. “Birds of the Same Feather Tweet Together: Bayesian Ideal Point Estimation Using Twitter Data.” Political Analysis 23, no. 1: 76-91. At https://doi.org/10.1093/pan/mpu011.CrossRefGoogle Scholar
Barberá, Pablo, Jost, John T., Nagler, Jonathan, Tucker, Joshua A., and Bonneau, Richard. 2015. “Tweeting from Left to Right: Is Online Political Communication More Than an Echo Chamber?” Psychological Science 26, no. 10: 1531-42. At https://doi.org/10.1177%2F0956797615594620.Google Scholar
Baumer, Eric P., Messner, Steven F., and Rosenfeld, Richard. 2003. “Explaining Spatial Variation in Support for Capital Punishment: A Multilevel Analysis.” American Journal of Sociology 108, no. 4: 844-75. At https://doi.org/10.1086/367921.CrossRefGoogle Scholar
Blau, Peter M. 1974. “Presidential Address: Parameters of Social Structure.” American Sociological Review 39, no. 5: 615-35. At https://doi.org/10.2307/2094309.CrossRefGoogle Scholar
Bloom, Pazit Ben-Nun, and Bagno-Moldavsky, Olena. 2015. “The Conditional Effect of Network Diversity and Values on Tolerance.” Political Behavior 37, no. 3: 623-51. At https://doi.org/10.1007/s11109-014-9284-2.CrossRefGoogle Scholar
Boukhars, Anouar, Brown, Nathan J., Dunne, Michele, Lefèvre, Raphaël, Muasher, Marwan, Wehrey, Frederic, Wilkens, Katherine, and Williamson, Scott. 2014. “The Egypt Effect: Sharpened Tensions, Reshuffled Alliances.” Washington, D.C.: Carnegie Endowment for International Peace. At https://carnegieendowment.org/2014/02/13/egypt-effect-sharpened-tensions-reshuffled-alliances-pub-54515, accessed February 11, 2021.Google Scholar
Brader, Ted, and Tucker, Joshua A.. 2008. “Pathways to Partisanship: Evidence from Russia.” Post-Soviet Affairs 24, no. 3: 263-300. At https://doi.org/10.2747/1060-586X.24.3.263.CrossRefGoogle Scholar
Budak, Ceren, and Watts, Duncan J.. 2015. “Dissecting the Spirit of Gezi: Influence vs. Selection in the Occupy Gezi movement.” Sociological Science 2: 370-97. At http://doi.org/10.15195/v2.a18.CrossRefGoogle Scholar
Calhoun, Craig. 1988. “Populist Politics, Communications Media and Large Scale Societal Integration.” Sociological Theory 6, no. 2: 219-41. At https://doi.org/10.2307/202117.CrossRefGoogle Scholar
Druckman, James N. 2001. “The Implications of Framing Effects for Citizen Competence.” Political Behavior 23, no. 3: 225-56. At https://www.jstor.org/stable/1558384.CrossRefGoogle Scholar
Druckman, James N., Peterson, Erik, and Slothuus, Rune. 2013. “How Elite Partisan Polarization Affects Public Opinion Formation.” American Political Science Review 107, no. 1: 57-79. At https://doi.org/10.1017/S0003055412000500.CrossRefGoogle Scholar
Dunne, Michele, and Williamson, Scott. 2014. “Egypt, Counterterrorism, and the Politics of Alienation.” Washington, D.C.: Carnegie Endowment for International Peace. At https://carnegieendowment.org/2014/08/20/egypt-counterterrorism-and-politics-of-alienation-pub-56428, accessed February 11, 2021.Google Scholar
Dyck, Joshua J., and Pearson-Merkowitz, Shanna. 2014. “To Know You Is Not Necessarily to Love You: The Partisan Mediators of Intergroup Contact.” Political Behavior 36, no. 3: 553-80. At https://doi.org/10.1007/s11109-013-92 40-6.Google Scholar
El-Khalili, Sara. 2013. “Social Media as a Government Propaganda Tool in Post-Revolutionary Egypt.” First Monday 18, no. 3. At https://doi.org/10.5210/fm.v18i3.4620.CrossRefGoogle Scholar
Farrell, Henry. 2012. “The Consequences of the Internet for Politics.” Annual Review of Political Science 15: 35-52. At https://doi.org/10.1146/annurev-polisci-030810-110815.CrossRefGoogle Scholar
Finkel, Steven E. 1995. Causal Analysis with Panel Data. Thousand Oaks, Calif.: Sage.CrossRefGoogle Scholar
Garrett, R. Kelly. 2009. “Politically Motivated Reinforcement Seeking: Reframing the Selective Exposure Debate.” Journal of Communication 59, no. 4: 676-99. At https://doi.org/10.1111/j.1460-2466.2009.01452.x.CrossRefGoogle Scholar
Gibson, James L. 2001. “Social Networks, Civil Society, and the Prospects for Consolidating Russia’s Democratic Transition.” American Journal of Political Science 45, no. 1: 51-68. At https://doi.org/10.2307/2669359.CrossRefGoogle Scholar
Gibson, James L. 2013. “Measuring Political Tolerance and General Support for Pro-Civil Liberties Policies: Notes, Evidence, and Cautions.” Public Opinion Quarterly 77, no. S1: 45-68. At https://doi.org/10.1093/poq/nfs073.CrossRefGoogle Scholar
Gibson, James L., and Gouws, Amanda. 2005. Overcoming Intolerance in South Africa: Experiments in Democratic Persuasion. New York, N.Y.: Cambridge University Press.Google Scholar
Haas, Ingrid Johnsen, and Cunningham, William A.. 2014. “The Uncertainty Paradox: Perceived Threat Moderates the Effect of Uncertainty on Political Tolerance.” Political Psychology 35, no. 2: 291-302. At https://doi.org/10.1111/pops.12035.CrossRefGoogle Scholar
Halberstam, Yosh, and Knight, Brian. 2016. “Homophily, Group Size, and the Diffusion of Political Information in Social Networks: Evidence fromTwitter.” Journal of Public Economics 143, November: 73-88. At https://doi.org/10.1016/j.jpubeco.2016.08.011.CrossRefGoogle Scholar
Halpern, Daniel, Valenzuela, Sebastián, and Katz, James E.. 2017. “We Face, I Tweet: How Different Social Media Influence Political Participation through Collective and Internal Efficacy.” Journal of Computer-Mediated Communication 22, no. 6: 320-36. At https://doi.org/10.1111/jcc4.12198.CrossRefGoogle Scholar
Hamzawy, Amr. 2017. “The Tragedy of Egypt’s Stolen Revolution.” Washington, D.C.: Carnegie Endowment for International Peace. At https://carnegieen-dowment.org/2017/01/25/tragedy-of-egypt-s-stolen-revolution-pub-67809, accessed February 11, 2021.Google Scholar
Howard, Philip N., and Hussain, Muzammil M.. 2013. Democracy’s Fourth Wave? Digital Media and the Arab Spring. New York, N.Y.: Oxford University Press on Demand.CrossRefGoogle Scholar
Huckfeldt, Robert, Mendez, Jeanette Morehouse, and Osborn, Tracy. 2004. “Disagreement, Ambivalence, and Engagement: The Political Consequences of Heterogeneous Networks.” Political Psychology 25, no. 1: 65-95. At https://doi.org/10.1111/j.1467-9221.2004.00357.x.CrossRefGoogle Scholar
Ikeda, Ken’ichi, and Richey, Sean. 2009. “The Impact of Diversity in Informal Social Networks on Tolerance in Japan.” British Journal of Political Science 39, no. 3: 655-68. At https://doi.org/10.1017/S0007123408000574.CrossRefGoogle Scholar
Jebril, Nael, Stetka, Václav, and Loveless, Matthew. 2013. Media and Democratisation: What Is Known about the Role of Mass Media in Transitions to Democracy. Oxford, UK: Oxford University, Reuters Institute for the Study of Journalism.Google Scholar
Jorgenson, Andrew K., and Burns, Thomas J.. 2007. “The Political-Economic Causes of Change in the Ecological Footprints of Nations, 1991-2001: A Quantitative Investigation.” Social Science Research 36, no. 2: 834-53. At https://doi.org/10.1016/j.ssresearch.2006.06.003.CrossRefGoogle Scholar
King, Ryan D., and Wheelock, Darren. 2007. “Group Threat and Social Control: Race, Perceptions of Minorities and the Desire to Punish.” Social Forces 85, no. 3: 1255-80. At https://www.jstor.org/stable/4494972.CrossRefGoogle Scholar
Kubinec, Robert, and Owen, John. 2018. “When Groups Fall Apart: A Study of Transnational Polarization with Twitter from the Arab Uprisings.” New York University, Abu Dhabi, and University of Virginia. At https://doi.org/10.31235/osf.io/wykmj.CrossRefGoogle Scholar
Liu, Yabing, Kliman-Silver, Chloe, and Mislove, Alan. 2014. “The Tweets They Are a-Changin’: Evolution of Twitter Users and Behavior.” International AAAI Conference on Web and Social Media, Ann Arbor, Mich., June 1-4.Google Scholar
Lupia, Arthur. 1994. “Shortcuts versus Encyclopedias: Information and Voting Behavior in California Insurance Reform Elections.” American Political Science Review 88, no. 1: 63-76. At https://doi.org/10.2307/2944882.CrossRefGoogle Scholar
Lupia, Arthur, and McCubbins, Mathew D.. 1998. The Democratic Dilemma: Can Citizens Learn What They Need to Know? New York, N.Y.: Cambridge University Press.Google Scholar
Lynch, Marc. 2006. “Public Opinion Survey Research and Public Diplomacy.” In Joshua S. Fouts, ed., Public Diplomacy Practitioners, Policy Makers, and Public Opinion. Rancho Mirage, Calif.: Annenberg Foundation Trust at Sunnylands, USC Annenberg School for Communication, USC Center on Public Diplomacy, and the Pew Research Center.Google Scholar
Lynch, Marc, Freelon, Deen, and Aday, Sean. 2016. “Blogs and Bullets IV: How Social Media Undermines Transitions to Democracy.” Washington, D.C.: PeaceTech Lab. At https://www.peacetechlab.org/blogs-and-bullets, accessed February 11, 2021.Google Scholar
McPherson, Miller, Smith-Lovin, Lynn, and Cook, James M.. 2001. “Birds of a Feather: Homophily in Social Networks.” Annual Review of Sociology 27, August: 415-44. At https://doi.org/10.1146/annurev.soc.27.1.415.CrossRefGoogle Scholar
Morrow, Adam, and al-Omrani, Khalid Moussa. 2014. “In Post-Revolution Egypt, Social Media Shows Dark Side.” IPS News, May 15. At http://www.ipsnews.net/2013/05/in-post-revolution-egypt-social-media-shows-dark-side/, accessed February 11, 2021.Google Scholar
Mourtada, Racha. 2014. “Citizen Engagement and Public Services in the Arab World: The Potential of Social Media.” Arab Social Media Report 6. Dubai, UAE: Mohammed Bin Rashid School of Government. At https://www.mbrsg.ae/getattachment/e9ea2ac8-13dd-4cd7-9104-b8f1f405cab3/Citizen-Engagement-and-Public-Services-in-the-Arab.aspx, accessed February 17, 2021.Google Scholar
Munger, Kevin. 2017. “Tweetment Effects on the Tweeted: Experimentally Reducing Racist Harassment.” Political Behavior 39, no. 3: 629-49. At https://doi.org/10.1007/s11109-016-9373-5.CrossRefGoogle Scholar
Mutz, Diana C. 2002. “Cross-Cutting Social Networks: Testing Democratic Theory in Practice.” American Political Science Review 96, no. 1: 111-26. At https://doi.org/10.1017/S0003055402004264.CrossRefGoogle Scholar
Mutz, Diana C. 2006. Hearing the Other Side: Deliberative versus Participatory Democracy. New York, N.Y.: Cambridge University Press.CrossRefGoogle Scholar
Mutz, Diana C., and Martin, Paul S.. 2001. “Facilitating Communication across Lines of Political Difference: The Role of Mass Media.” American Political Science Review 95, no. 1: 97-114. At https://doi.org/10.1017/S0003055401000223.CrossRefGoogle Scholar
Nunn, Clyde Z., Crockett, Harry J., and Williams, J. Allen. 1978. Tolerance for Nonconformity: A National Survey of Americans’ Changing Commitment to Civil Liberties. San Francisco, Calif.: Jossey-Bass.Google Scholar
Peffley, Mark, Knigge, Pia, and Hurwitz, Jon. 2001. “A Multiple Values Model of Political Tolerance.” Political Research Quarterly 54, no. 2: 379-406. At https://doi.org/10.1177%2F106591290105400207.CrossRefGoogle Scholar
Petersen, Michael, Slothuus, Rune, Stubager, Rune, and Togeby, Lise. 2011. “Freedom for All? The Strength and Limits of Political Tolerance.” British Journal of Political Science 41, no. 3: 581-97. At https://doi.org/10.1017/S0007123410000451.CrossRefGoogle Scholar
Pettigrew, Thomas F. 1998. “Intergroup Contact Theory.” Annual Review of Psychology 49: 65-85. At https://doi.org/10.1146/annurev.psych.49.1.65.CrossRefGoogle Scholar
Robinson, Carin. 2010. “Cross-Cutting Messages and Political Tolerance: An Experiment Using Evangelical Protestants.” Political Behavior 32, no. 4: 495-515. At https://doi.org/10.1007/s11109-010-9118-9.CrossRefGoogle Scholar
Roccas, Sonia, and Amit, Adi. 2011. “Group Heterogeneity and Tolerance: The Moderating Role of Conservation Values.” Journal of Experimental Social Psychology 47, no. 5: 898-907. At https://doi.org/10.1016/j.jesp.2011.03.011.CrossRefGoogle Scholar
Rollins, Tom. 2014. “Egyptian TV Enflames Divisive Politics.” al-Monitor, May 7. At https://www.al-monitor.com/pulse/originals/2014/05/egypt-media-sisi-military-journalism-incite.html, accessed February 11, 2021.Google Scholar
Salem, Fadi. 2017. “Social Media and the Internet of Things: Towards DataDriven Policymaking in the Arab World: Potential, Limits and Concerns.” Arab Social Media Report 7. Dubai, UAE: Mohammed Bin Rashid School of Government. At https://www.mbrsg.ae/getattachment/1383b88a-6eb9-476a-bae4-61903688099b/Arab-Social-Media-Report-2017, accessed February 11, 2021.Google Scholar
Siegel, Alexandra A. 2021. “Replication Files for: Tweeting beyond Tahrir: Ideological Diversity and Political Intolerance in Egyptian Twitter Networks.” Harvard Dataverse, V1. At https://doi.org/10.7910/DVN/KOIKBJ.CrossRefGoogle Scholar
Siegel, Alexandra A., and Badaan, Vivienne. 2020. “#No2Sectarianism: Experimental Approaches to Reducing Sectarian Hate Speech Online.” American Political Science Review 114, no. 3: 837-55. At https://doi.org/10.1017/S0003055420000283.CrossRefGoogle Scholar
Siegel, Alexandra A., Nagler, Jonathan, Bonneau, Richard, and Tucker, Joshua A.. 2021. “Supplementary material for Tweeting beyond Tahrir: Ideological Diversity and Political Intolerance in Egyptian Twitter Networks.” At https://doi.org/10.1017/S0043887120000295.CrossRefGoogle Scholar
Smith, Andrew N., Fischer, Eileen, and Yongjian, Chen. 2012. “How Does BrandRelated User-Generated Content Differ across YouTube, Facebook, and Twitter?” Journal of Interactive Marketing 26, no. 2: 102-13. At https://doi.org/10.1016/j.intmar.2012.01.002.CrossRefGoogle Scholar
Somer, Murat, and McCoy, Jennifer. 2018. “Déjà vu? Polarization and Endangered Democracies in the 21st Century.” American Behavioral Scientist 62, no. 1: 3-15. At https://doi.org/10.1177%2F0002764218760371.CrossRefGoogle Scholar
Stein, Elizabeth A. 2013. “The Unraveling of Support for Authoritarianism: The Dynamic Relationship of Media, Elites, and Public Opinion in Brazil, 1972-82.” International Journal of Press/Politics 18 no. 1: 85-107. At https://doi.org/10.1177%2F1940161212460762.CrossRefGoogle Scholar
Stukal, Denis, Sanovich, Sergey, Bonneau, Richard, and Tucker, Joshua A.. 2017. “Detecting Bots on Russian Political Twitter.” Big Data 5, no. 4: 310-24. At https://doi.org/10.1089/big.2017.0038.CrossRefGoogle Scholar
Sullivan, John L., and Hendriks, Henriát. 2009. “Public Support for Civil Liberties Preand Post-9/11.” Annual Review of Law and Social Science 5: 375-91. At https://doi.org/10.1146/annurev.lawsocsci.093008.131525.CrossRefGoogle Scholar
Sullivan, John L., Piereson, James, and Marcus, George E.. 1979. “An Alternative Conceptualization of Political Tolerance: Illusory Increases 1950s-1970s.” American Political Science Review 73, no. 3: 781-94. At https://doi.org/10.2307/1955404.CrossRefGoogle Scholar
Tadmor, Carmit T., Tetlock, Philip E., and Peng, Kaiping. 2009. “Acculturation Strategies and Integrative Complexity: The Cognitive Implications of Biculturalism.” Journal of Cross-Cultural Psychology 40, no. 1: 105-39. At https://doi.org/10.1177%2F0022022108326279.CrossRefGoogle Scholar
Tufekci, Zeynep, and Wilson, Christopher. 2012. “Social Media and the Decision to Participate in Political Protest: Observations from Tahrir Square.” Journal of Communication 62, no. 2: 363-79. At https://doi.org/10.1111/j.1460-2466.2012.01629.x.CrossRefGoogle Scholar
Weber, Ingmar, Garimella, Venkata, and Batayneh, Alaa. 2013. “Secular vs. Islamist Polarization in Egypt on Twitter.” In Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining. New York, N.Y.: Association for Computing Machinery: 290-97. At https://doi.org/10.1145/2492517.2492557.CrossRefGoogle Scholar
Wojcieszak, Magdalena E., and Mutz, Diana C.. 2009. “Online Groups and Political Discourse: Do Online Discussion Spaces Facilitate Exposure to Political Disagreement?” Journal of Communication 59, no. 1: 40-56. At https://doi.org/10.1111/j.1460-2466.2008.01403.x.CrossRefGoogle Scholar
Zhang, Xue, Fuehres, Hauke, and Gloor, Peter A.. 2011. “Predicting Stock Market Indicators through Twitter: ‘I Hope It Is Not as Bad as I Fear.’” Procedia: Social and Behavioral Sciences 26: 55-62. At https://doi.org/10.1016/j.sbspro.2011.10.562.CrossRefGoogle Scholar
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