#republic: DIVIDED DEMOCRACY IN THE AGE OF SOCIAL MEDIA

#republic: Divided Democracy in ihe Age of Social Media

Volumn , Issue , 2018, Pages 1-316

  Sunstein, Cass R ^a  

^a HARVARD LAW SCHOOL   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85175272838     PISSN: None     EISSN: None     Source Type: Book    
DOI: None     Document Type: Book

References (227)

1. Aldous Huxley, Brave New World (New York: Harper and Brothers, 1932), 163.
2. John Stuart Mill, Principles of Political Economy with Some of Their Applications to Social Philosophy, 7th ed. (1848 repr., London: Longmans, Green and Co., 1909), bk. 3, ch. 17, para. 14.
3. Nicholas Negroponte, Being Digital (New York: Vintage Books, 1995), 153.
4. Robert D. Putnam, Bowling Alone: The Collapse and Revival of American Community (New York: Simon and Schuster, 2000), 177-79
5. Marshall Van Alstyne and Erik Brynjolfsson, “Electronic Communities: Global Village or Cyberbalkans?" (working paper, MIT Sloan School, Cambridge, MA, 1996), http://web .mit .edu /marshall /www /papers /CyberBalkans .pdf (accessed August 23, 2016).
6. Dan M. Kahan, Asheley R. Landrum, Katie Carpenter, Laura Helft, and Kathleen Hall Jamieson, “Science Curiosity and Political Information Processing,” Advances in Political Psychology 38 (forthcoming) http://papers .ssrn .com /sol3 /papers .cfm ?abstract _id = 2816803 (accessed August 29, 2016)
7. Andrew M. Guess, Media Choice and Moderation: Evidence from Online Tracking Data (2016), https://dl .dropboxusercontent .com /u /663930 /GuessJMP .pdf (accessed August 29, 2016).
8. Cass R. Sunstein, Infotopia: How Many Minds Produce Knowledge (Oxford: Oxford University Press, 2006).
9. Shanto Iyengar, Gaurav Sood, and Yphtach Lelkes, “Affect, Not Ideology: A Social Identity Perspective on Polarization,” Public Opinion Quarterly 76, no. 3 (2012): 405, http://pcl .stanford .edu /research /2012 /iyengar-poq-affect-not-ideology .pdf (accessed August 29, 2016).
10. Shanto Iyengar and Sean J. Westwood, “Fear and Loathing across Party Lines: New Evidence on Group Polarization,” American Journal of Political Science 59, no. 3 (2015): 690.
11. Jane Jacobs, The Death and Life of Great American Cities (1961 repr., New York: Random House, 1993).
12. Putnam, Bowling Alone, 178.
13. Robert Glenn Howard, “Sustainability and Narrative Plasticity in Online Apocalyptic Discourse after September 11, 2001,” Journal of Media and Religion 5, no. 1 (2006): 25.
14. Adam Mosseri, “Building a Better News Feed for You,” Facebook Newsroom, June 29, 2016, https://newsroom .fb .com /news /2016 /06 /building-a-better-news-feed-for-you/(accessed August 29, 2016).
15. Adam D. I. Kramer, Jamie E. Guillory, and Jeffrey T. Hancock, “Experimental Evidence of Massive-Scale Emotional Contagion through Social Networks,” Proceedings of the National Academy of Sciences 111, no. 24 (2015): 8788, http://www .pnas .org /content /111 /24 /8788 .full (accessed August 29, 2016).
16. Andrew Shapiro, The Control Revolution: How the Internet Is Putting Individuals in Charge and Changing the World We Know (New York: PublicAffairs, 1999).
17. Helen Margetts, Peter John, Scott Hale, and Taha Yasseri, Political Turbulence: How Social Media Shape Collective Action (Princeton, NJ: Princeton University Press, 2016), 5.
18. Yochai Benkler, The Wealth of Networks: How Social Production Transforms Markets and Freedom (New Haven, CT: Yale University Press, 2006).
19. C. Edwin Baker, Advertising and a Democratic Press (Princeton, NJ: Princeton University Press, 1997).
20. Lawrence Lessig, Free Culture: The Nature and Future of Creativity (New York: Penguin Books, 2004)
21. Benkler, Wealth of Networks.
22. Alfred C. Sikes, Fast Forward: America’s Leading Experts Reveal How the Internet Is Changing Your Life (New York: William Morrow, 2000), 210.
23. George F. Kennan, Around the Cragged Hill: A Personal and Political Philosophy (New York: W. W. Norton and Company, 1993), 161, 160.
24. Robert D. Putnam, Bowling Alone: The Collapse and Revival of American Community (New York: Simon and Schuster, 2000), 221, 229.
25. Elizabeth Dwoskin, “Pandora Thinks It Knows If You Are a Republican,” Wall Street Journal, February 13, 2014, http://www .wsj .com /articles/SB10001424052702304315004579381393567130078 (accessed August 31, 2016).
26. Geoffrey R. Stone, Robert H. Seidman, Cass R. Sunstein, Mark Tushnet, and Pamela Karlan, The First Amendment, 4th ed. (New York: Wolters Kluwer Law and Business, 2012), 286-330.
27. Gordon Wood, The Radicalism of the American Revolution (New York: Vintage Books, 1991).
28. William Bessette, The Mild Voice of Reason: Deliberative Democracy and American National Government (Chicago: University of Chicago Press, 1984).
29. Amy Gutmann and Dennis Thompson, Democracy and Disagreement (Cambridge, MA: Belknap Press, 1998)
30. Jürgen Habermas, Between Facts and Norms (Cambridge, MA: MIT Press, 1997)
31. Jon Elster, ed., Deliberative Democracy (New York: Cambridge University Press, 1998).
32. Aristotle, Politics, trans. Ernest Barker (Oxford: Oxford University Press, 1972), 123.
33. John Rawls, A Theory of Justice (Cambridge, MA: Harvard University Press, 1971), 358-59.
34. Habermas, Between Facts and Norms, 940.
35. Jürgen Habermas, “What Is Universal Pragmatics?" in Communication and the Evolution of Society, trans. Thomas McCarthy (Boston: Beacon Press, 1979), 1, 2-4, 32.
36. Susan Gunelius, "3 Smart Ways Governments Use Twitter and Facebook,” Sprout Social, December 30, 2011, http://sproutsocial .com /insights /governments-twitter-facebook/(accessed July 5, 2016).
37. James S. Fishkin, The Voice of the People: Public Opinion and Democracy (New Haven, CT: Yale University Press, 1995).
38. Charles Louis de Secondat Baron de Montesquieu, The Spirit of Laws (1748 repr., New York: Cosimo Classics, 2011), bk. 8, ch. 16.
39. Herbert J. Storing, ed., The Complete Anti-Federalist 2:369 (Chicago: University of Chicago Press, 1980).
40. Joseph Gales, ed., Annals of Congress (1834), 1:763-64.
41. Marvin Meyers, ed., The Mind of the Founder: Sources of the Political Thought of James Madison (Hanover, NH: University Press of New England, 1981), 151-60.
42. Bill Gates, The Road Ahead (New York: Penguin Books, 1995), 167-68.
43. EW Staff, “Bill Gates Predicted the Future in January 2000,” Entertainment Weekly, October 28, 2015, http://www .ew .com /article /2015 /10 /28 /bill-gates-birthday-predicted-future (accessed September 1, 2016).
44. Holman W. Jenkins Jr., “Google and the Search for the Future,” Wall Street Journal, August 14, 2010, http://www .wsj .com /articles /SB10001424052748704901104575423294099527212 (accessed September 1, 2016).
45. John Dewey, The Public and Its Problems: An Essay in Political Inquiry (1927 repr., University Park: Pennsylvania State University Press, 2012), 154-55.
46. Cass R. Sunstein and Edna Ullmann-Margalit, “Solidarity Goods,” Journal of Political Philosophy 9, no. 2 (2001): 129-49.
47. Alfred C. Sikes, Fast Forward: America’s Leading Experts Reveal How the Internet Is Changing Your Life (New York: William Morrow, 2000), 13-14.
48. Gregory J. Martin and Ali Yurukoglu, “Bias in Cable News: Persuasion and Polarization” (working paper no. 20798, National Bureau of Economic Research, Cambridge, MA, December 2014), http://www .nber .org /papers /w20798 .pdf (accessed September 2, 2016).
49. Shanto Iyengar and Richard Morin, “Red Media, Blue Media,” Washington Post, May 3, 2006, http://www .washingtonpost .com /wp-dyn /content /article /2006 /05 /03/AR2006050300865 .html (accessed September 2, 2016).
50. Marshall Van Alstyne and Erik Brynjolfsson, “Electronic Communities: Global Village or Cyberbalkans?" (working paper, MIT Sloan School, Cambridge, MA, 1996), http://web .mit .edu /marshall /www /papers /CyberBalkans .pdf (accessed September 2, 2016).
51. Ronald Jacobs, Race, Media, and the Crisis of Civil Society: From Watts to Rodney King (Cambridge: Cambridge University Press, 2000).
52. David Schkade, Cass R. Sunstein, and Reid Hastie, “What Happened on Deliberation Day?" California Law Review 95, no. 3 (2007): 915-40.
53. Roger Brown, Social Psychology, 2nd ed. (New York: Free Press, 1986), 222.
54. Johannes A. Zuber, Helmut W. Crott, and Joachim Werner, “Choice Shift and Group Polarization,” Journal of Personality and Social Psychology 62, no. 1 (1992): 50-
55. Dominic Abrams, Margaret Wetherell, Sandra Cochrane, Michael A. Hogg, and John C. Turner, “Knowing What to Think by Knowing Who You Are: Self-Categorization and the Nature of Norm Formation, Conformity, and Group Polarization,” British Journal of Social Psychology 29, no. 2 (1990): 97-119.
56. David G. Myers, “Discussion-Induced Attitude Polarization,” Human Relations 28, no. 8 (1975): 699-714.
57. Brown, Social Psychology, 224.
58. David G. Myers and George D. Bishop, “The Enhancement of Dominant Attitudes in Group Discussion,” Journal of Personality and Social Psychology 20, no. 3(1976): 286.
59. Cass R. Sunstein, David Schkade, Lisa M. Ellman, and Andres Sawicki, Are Judges Political? An Empirical Analysis of the Federal Judiciary (Washington, DC: Brookings Institution, 2006).
60. Elisabeth Noell-Neumann, Spiral of Silence: Public Opinion-Our Social Skin (Chicago: University of Chicago Press, 1984).
61. Timur Kuran, Private Truths, Public Lies: The Social Consequences of Preference Falsification (Cambridge, MA: Harvard University Press, 1997).
62. Robert S. Baron, Sieg I. Hoppe, Chuan Feng Kao, Bethany Brunsman, Barbara Linneweh, and Diane Rogers, “Social Corroboration and Opinion Extremity,” Journal of Experimental Social Psychology 32, no. 6 (1996): 537, 157-59n85.
63. Russell Spears, Martin Lea, and Stephen Lee, “De-individuation and Group Polarization in Computer-Mediated Communication,” British Journal of Social Psychology 29, no. 2 (1990): 121-34
64. Abrams et al., “Knowing What to Think by Knowing Who You Are,” 97, 112
65. Patricia Wallace, The Psychology of the Internet (Cambridge: Cambridge University Press, 1999), 73-76.
66. John C. Turner, Michael A. Hogg, Penelope J. Oakes, Stephen D. Reicher, and Margaret S. Wetherell, Rediscovering the Social Group: A Self-Categorization Theory (New York: Basil Blackwell, 1987), 142.
67. Ross Hightower and Lutfus Sayeed, “The Impact of Computer-Mediated Communication Systems on Biased Group Discussion,” Computers in Human Behavior 11, no. 1 (1995): 33-44.
68. Wallace, Psychology of the Internet, 82.
69. Chris Messina, “Groups for Twitter or a Proposal for Twitter Tag Channels,” Factory Joe, August 25, 2007, https://factoryjoe .com /2007 /08 /25 /groups-for-twitter-or-a-proposal-for-twitter-tag-channels/(accessed September 3, 2016).
70. Alice R. Daer, Rebecca F. Hoffman, and Seth Goodman, “Rhetorical Functions of Hashtag Forms across Social Media Applications,” Communication Design Quarterly Review 3, no. 1 (2014): 12, 16.
71. Deen Freelon, Charlton D. McIlwain, and Meredith D. Clark, Beyond the Hashtags: #Ferguson, #BlackLivesMatter, and the Online Struggle for Offline Justice (Washington, DC: Center for Media and Social Impact, 2016), http://archive .cmsimpact .org /sites /default /files /beyond _the _hashtags _2016 .pdf (accessed September 3, 2016).
72. Ryan J. Gallagher, Andrew J. Reagan, Christopher M. Danforth, and Peter Sheridan Dodds, “Divergent Discourse between Protests and Counter-Protests: #BlackLivesMatter and #AllLivesMatter” (unpublished manuscript, July 29, 2016), http://arxiv .org /pdf /1606 .06820 .pdf (accessed September 3, 2016).
73. Sarita Yardi and danah boyd, “Dynamic Debates: An Analysis of Group Polarization over Time on Twitter,” Bulletin of Science, Technology, and Society 30, no. 5 (2010): 316.
74. Libby Hemphill, Aron Culotta, and Matthew Heston, “Framing in Social Media: How the US Congress Uses Twitter Hashtags to Frame Political Issues” (unpublished manuscript, August 28, 2013), http://cs .iit .edu /~culotta /pubs /hemphill13framing .pdf (accessed September 3, 2016).
75. Soumitra Dutta and Matthew Fraser, “Barack Obama and the Facebook Election,” U.S. News and World Report, November 19, 2008, http://www .usnews .com /opinion /articles /2008 /11 /19 /barack-obama-and-the-facebook-election (accessed September 3, 2016).
76. Victoria Chang, “Obama and the Power of Social Media and Technology,” European Business Review, May-June 2010, 16-21.
77. “Sweet to Tweet,” Economist, May 6, 2010, http://www .economist .com /node /16056612 (accessed September 3, 2016).
78. Pamela Rutledge, “How Obama Won the Social Media Battle in the 2012 Presidential Campaign,” Media Psychology Blog, January 25, 2013, http://mprcenter .org /blog /2013 /01 /how-obama-won-the-social-media-battle-in-the-2012-presidential-campaign/(accessed September 3, 2016).
79. Donald J. Trump for President, YouTube, https://www .youtube .com /Donaldtrump /about (accessed July 12, 2016).
80. Thomas W. Hazlett and David W. Sosa, “Was the Fairness Doctrine a ‘Chilling Effect’? Evidence from the Postderegulation Radio Market,” Journal of Legal Studies 26, no. 1 (1997): 279-301.
81. Heather K. Gerken, “Second-Order Diversity,” Harvard Law Review 118, no. 4 (2005): 1101-96.
82. Miranda Fricker, Epistemic Injustice: Power and the Ethics of Knowing (Oxford: Oxford University Press, 2008).
83. Caryn Christenson and Ann Abbott, “Team Medical Decision Making,” in Decision Making in Health Care: Theory, Psychology, and Applications, ed. Gretchen B. Chapman and Frank A. Sonnenberg (Cambridge: Cambridge University Press, 2000), 267, 273-76.
84. Sunstein et al., Are Judges Political?
85. David Schkade, Cass R. Sunstein, and Daniel Kahneman, “Deliberating about Dollars: The Severity Shift,” Columbia Law Review 100, no. 4 (2000): 1139-76.
86. Diana C. Mutz, Hearing the Other Side: Deliberative versus Participatory Democracy (New York: Cambridge University Press, 2006).
87. Charles G. Lord, Lee Ross, and Mark R. Lepper, “Biased Assimilation and Attitude Polarization: The Effects of Prior Theories on Subsequently Considered Evidence,” Journal of Personality and Social Psychology 37, no. 11 (1979): 2098-109
88. Geoffrey D. Munro, Peter H. Ditto, Lisa K. Lockhart, Angela Fagerlin, Mitchell Gready, and Elizabeth Peterson, “Biased Assimilation of Sociopolitical Arguments: Evaluating the 1996 U.S. Presidential Debate,” Basic and Applied Social Psychology 24, no. 1 (2002): 15-26
89. John W. McHoskey, “Case Closed? On the John F. Kennedy Assassination: Biased Assimilation of Evidence and Attitude Polarization,” Basic and Applied Social Psychology 17, no. 3 (1995): 395-409.
90. Geoffrey D. Munro and Peter H. Ditto, “Biased Assimilation, Attitude Polarization, and Affect in Reactions to Stereotype-Relevant Scientific Information,” Personality and Social Psychology Bulletin 23, no. 6 (1997): 636-53.
91. Lord, Ross, and Lepper, “Biased Assimilation and Attitude Polarization.”
92. Brendan Nyhan and Jason Reifler, “When Corrections Fail: The Persistence of Political Misperceptions,” Journal of Political Behavior 32, no. 2 (2010): 303-30.
93. Dan M. Kahan, Paul Slovic, Donald Braman, John Gastil, and Geoffrey L. Cohen, “Affect, Values, and Nanotechnology Risk Perceptions: An Experimental Investigation” (GWU Legal Studies Research Paper No. 261, 2007), http://papers .ssrn .com /sol3 /papers .cfm ?abstract _id = 968652 (accessed September 3, 2016).
94. Sushil Bikhchandani, David Hirshleifer, and Ivo Welch, “Learning from the Behavior of Others: Conformity, Fads, and Informational Cascades,” Journal of Economic Perspectives 12, no. 3 (1998): 151-70
95. Andrew Daughety and Jennifer Reinganum, “Stampede to Judgment: Persuasive Influence and Herding by Courts,” American Law and Economics Review 1, no. 1 (1999): 158-89.
96. Timur Kuran and Cass R. Sunstein, “Availability Cascades and Risk Regulation,” Stanford Law Review 51, no. 4 (1998): 683-768.
97. David Hirshleifer, “The Blind Leading the Blind,” in The New Economics of Human Behavior, ed. Mariano Tomassi and Kathryn Ierulli (Cambridge: Cambridge University Press, 1999), 188, 204.
98. John F. Burnham, “Medical Practice à la Mode: How Medical Fashions Determine Medical Care,” New England Journal of Medicine 317, no. 19 (1987): 1220-21.
99. Timur Kuran, Private Truths, Public Lies: The Social Consequences of Preference Falsification (Cambridge, MA: Harvard University Press, 1997).
100. Matthew J. Salganik, Peter Sheridan Dodds, and Duncan J. Watts, “Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market,” Science 311 (2006): 854-56.
101. Helen Margetts, Peter John, Scott Hale, and Taha Yasseri, Political Turbulence: How Social Media Shape Collective Action (Princeton, NJ: Princeton University Press, 2016).
102. Merouan Makouar, Protest and Mass Mobilization: Authoritarian Collapse and Political Change in North Africa (Abingdon, UK: Routledge, 2016).
103. George Johnson, “Pierre, Is That a Masonic Flag on the Moon?" New York Times, November 24, 1996, http://www .nytimes .com /1996 /11 /24/weekinreview /pierre-is-that-a-masonic-flag-on-the-moon .html (accessed September 4, 2016).
104. Mark Granovetter, “Threshold Models of Collective Behavior,” American Journal of Sociology 83, no. 6 (1978): 1420-43.
105. Malcolm Gladwell, The Tipping Point: How Little Things Can Make a Big Difference (New York: Little, Brown and Company, 2000).
106. Lisa Anderson and Charles Holt, “Information Cascades in the Laboratory,” American Economic Review 87, no. 5 (1997): 847-62.
107. Granovetter, “Threshold Models,” 1422-24.
108. Lev Muchnik, Sinan Aral, and Sean J. Taylor, “Social Influence Bias: A Randomized Experiment,” Science 341, no. 6146 (2013): 647-51.
109. Jan Lorenz, Heiko Rauhut, Frank Schweitzer, and Dirk Helbing, “How Social Influences Can Undermine the Wisdom of Crowd Effect,” Proceedings of the National Academy of Sciences 108, no. 22 (2011): 9020-25.
110. R. Kelly Garrett, “Echo Chambers Online? Politically Motivated Selective Exposure among Internet News Users,” Journal of Computer-Mediated Communication 14, no. 2 (2009): 265-85.
111. R. Kelly Garrett and Natalie Jomini Stroud, “Partisan Paths to Exposure Diversity: Differences in Pro-and Counterattitudinal News Consumption,” Journal of Communications 64, no. 4 (2014): 680-701
112. R. Kelly Garrett, “Selective Exposure: New Methods and New Directions,” Communication Methods and Measures 7, no. 3-4 (2013): 247-56.
113. Garrett, “Echo Chambers Online?" 267.
114. Matthew Gentzkow and Jesse M. Shapiro, “Ideological Segregation Online and Offine,” Quarterly Journal of Economics 126, no. 4 (2011): 1799-1839.
115. Andrew M. Guess, Media Choice and Moderation: Evidence from Online Tracking Data (2016), https://dl .dropboxusercontent .com /u /663930/GuessJMP .pdf (accessed August 29, 2016).
116. Brendan Nyhan, “Relatively Few Americans Live in Partisan Media Bubble, but They’re Influential,” New York Times, September 7, 2016, http://www .nytimes .com /2016 /09 /08 /upshot /relatively-few-people-are-partisan-news-consumers-but-theyre-influential .html (accessed August 29, 2016).
117. Stephen McCreery, and Marc Smith, “Birds of a Feather Tweet Together: Integrating Network and Content Analyses to Examine Cross-Ideology Exposure on Twitter,” Journal of Computer-Mediated Communication 18, no. 2 (2013): 40-60
118. Elanor Colleoni, Alessandro Rozza, and Adam Arvidsson, “Echo Chamber or Public Sphere? Predicting Political Orientation and Measuring Political Homophily in Twitter Using Big Data,” Journal of Communication 64, no. 2 (2014): 317-32
119. Jae Kook Lee, Jihyang Choi, Cheonsoo Kim, and Yonghwan Kim, “Social Media, Network Heterogeneity, and Opinion Polarization,” Journal of Communication 64, no. 4 (2014): 702-22
120. Yonghwan Kim, Shih-Hsien Hsu, and Homero Gil de Zúñiga, “Influence of Social Media Use on Discussion Network Heterogeneity and Civic Engagement: The Moderating Role of Personality Traits,” Journal of Communication 63, no. 3 (2013): 498-516
121. Bernhard Rieder, “The Refraction Chamber: Twitter as Sphere and Network,” First Monday 17, no. 11 (2012): 170-86
122. Itai Himelboim, Marc Smith, and Ben Shneiderman, “Tweeting Apart: Applying Network Analysis to Detect Selective Exposure Clusters in Twitter,” Communication Methods and Measures 7, no. 3-4 (2013): 195-223.
123. Miller McPherson, Lynn Smith-Lovin, and James M. Cook, “Birds of a Feather: Homophily in Social Networks,” Annual Review of Sociology 27 (2001): 415-44.
124. Gueorgi Kossinets and Duncan Watts, “Origins of Homophily in an Evolving Social Network,” American Journal of Sociology 115 (2009): 405-50.
125. M. D. Conover, Jacob Ratkiewicz, Matthew Francisco, Bruno Goncalves, Filippo Menczer, and Alessandro Flammini, “Political Polarization on Twitter,” Proceedings of the Fifth International Association for the Advancement of Artificial Intelligence Conference on Weblogs and Social Media (2011): 89-96, https://www .aaai .org /ocs /index .php /ICWSM /ICWSM11 /paper /viewFile /2847 /3275 (accessed September 6, 2016).
126. Yosh Haberstam and Brian Knight, “Homophily, Group Size, and Diffusion of Political Information in Social Networks: Evidence from Twitter” (working paper no. 20681, National Bureau of Economic Research, Cambridge, MA, 2014).
127. Haberstam and Knight, “Homophily, Group Size, and Diffusion of Political Information,” 17.
128. Colleoni, Rozza, and Arvidsson, “Echo Chamber or Public Sphere?"
129. Eytan Bakshy, Solomon Messing, and Lada A. Adamic, “Exposure to Ideologically Diverse News and Opinion on Facebook,” Science 348, no. 6239 (2015): 1130-32.
130. Eytan Bakshy, Solomon Messing, and Lada Adamic, “Exposure to Diverse Information on Facebook,” Research at Facebook, May 7, 2015, https://research .facebook .com /blog /exposure-to-diverse-information-on-facebook/(accessed September 6, 2016).
131. Chris Cillizza, “Why Facebook’s News Feed Changes Are Bad News for News, Washington Post, June 29, 2016, https://www .washingtonpost .com /news /the-fix /wp /2016 /06 /29 /why-facebooks-news-feed-changes-are-bad-news /?tid = sm _tw _pp & wprss = rss _the-fix (accessed September 6, 2016).
132. Eli Pariser, The Filter Bubble: How the New Personalized Web Is Changing What We Read and How We Think (New York: Penguin Press, 2011), 1.
133. Moshe Blank and Jie Xu, “News Feed FYI: More Articles You Want to Spend Time Viewing,” Facebook Newsroom, April 21, 2016, http://newsroom .fb .com /news /2016 /04 /news-feed-fyi-more-articles-you-want-to-spend-time-viewing //(accessed September 6, 2016).
134. Alessandro Bessi, Fabiana Zollo, Michela Del Vicario, Antonio Scala, Guido Caldarelli, and Walter Quattrociocchi, “Trend of Narratives in the Age of Misinformation,” PLOS ONE 10, no. 8 (2015): 1-16, http://journals .plos .org /plosone /article /asset ?id = 10 .1371 %2Fjournal .pone .0134641.PDF (accessed September 6, 2016).
135. Michela Del Vicario, Alessandro Bessi, Fabiana Zollo, Fabio Petroni, Antonio Scala, Guido Caldarelli, H. Eugene Stanley, and Walter Quattrociocchi, “Echo Chambers in the Age of Misinformation” (unpublished manuscript, December 22, 2015), http://arxiv .org /pdf /1509 .00189 .pdf (accessed September 6, 2016).
136. Michela Del Vicario, Alessandro Bessi, Fabiana Zollo, Fabio Petroni, Antonio Scala, Guido Caldarelli, H. Eugene Stanley, and Walter Quattrociocchi, “The Spreading of Misinformation Online,” Proceedings of the National Academy of Sciences 113, no. 3 (2016): 558.
137. Jeffrey Gottfried and Elisa Shearer, “News Use across Social Media Platforms,” Pew Research Center, May 26, 2016, http://www .journalism .org /2016/05 /26 /news-use-across-social-media-platforms-2016/(accessed September 6, 2016).
138. Amy Mitchell, Jeffrey Gottfried, and Katerina Eva Matsa, “Facebook Top Source for News among Millennials,” Pew Research Center, June 1, 2015, http://www .journalism .org /2015 /06 /01 /facebook-top-source-for-political-news-among-millennials/(accessed September 6, 2016).
139. Allie VanNest, “Yahoo! Tops Twitter as Traffic Referral Source for Digital Publishers,” Parse .ly, April 26, 2016, http://blog .parsely .com /post /3476/yahoo-tops-twitter-traffic-referral-source-digital-publishers/(accessed September 6, 2016).
140. Cass R. Sunstein, Sebastian Bobadilla-Suarez, Stephanie C. Lazzaro, and Tali Sharot, “How People Update Beliefs about Climate Change: Good News and Bad News,” Cornell Law Review (forthcoming 2017), http://papers .ssrn .com /sol3 /papers .cfm ?abstract _id = 2821919 (accessed September 28, 2016).
141. Dan M. Kahan, Hank Jenkins-Smith, and Donald Braman, “Cultural Cognition of Scientific Consensus,” Journal of Risk Research 14 (2011): 147-74.
142. Donald Braman, Dan M. Kahan, Ellen Peters, Maggie Wittlin, Paul Slovic, Lisa Larrimore Ouellette, and Gregory N. Mandel, “The Polarizing Impact of Science Literacy and Numeracy on Perceived Climate Change Risks,” Nature Climate Change 2 (2012): 732.
143. James S. Fishkin, The Voice of the People: Public Opinion and Democracy (New Haven, CT: Yale University Press, 1995).
144. James S. Fishkin and Robert Luskin, “Bringing Deliberation to the Democratic Dialogue,” in The Poll with a Human Face: The National Issues Convention Experiment in Political Communication, ed. Maxwell McCombs and Amy Reynolds (Mahwah, NJ: Lawrence Erlbaum Associates, 1999), 23.
145. Bruce Murray, “Promoting Deliberative Public Discourse on the Web,” in A Communications Cornucopia: Markle Foundation Essays on Information Policy, ed. Roger G. Noll and Monroe E. Price (Washington, DC: Brookings Institution Press, 1998), 243.
146. Paul Matteucci, quoted in Alfred C. Sikes, Fast Forward: America’s Leading Experts Reveal How the Internet Is Changing Your Life (New York: William Morrow, 2000), 15.
147. Amartya Sen, Poverty and Famines: An Essay on Entitlement and Deprivation (Oxford: Oxford University Press, 1981).
148. Amartya Sen, Development as Freedom (New York: Anchor Books, 1999).
149. Maeve Shearlaw, “Egypt Five Years On: Was It Ever a ‘Social Media Revolution,'" Guardian, January 25, 2016, https://www .theguardian .com /world /2016 /jan /25 /egypt-5-years-on-was-it-ever-a-social-media-revolution (accessed September 7, 2016).
150. Michael Wines and Sharon LaFraniere, “In Baring Facts of Train Crash, Blogs Erode China Censorship,” New York Times, July 28, 2011, http://www .nytimes .com /2011 /07 /29 /world /asia /29china .html (accessed September 7, 2016).
151. Elihu Katz, “And Deliver Us from Segmentation,” in A Communications Cornucopia: Markle Foundation Essays on Information Policy, ed. Roger G. Noll and Monroe E. Price (Washington, DC: Brookings Institution Press, 1998), 99, 105.
152. Cass R. Sunstein and Edna Ullmann-Margalit, “Solidarity Goods,” Journal of Political Philosophy 9 (2001): 129-49.
153. Robert D. Putnam, Bowling Alone: The Collapse and Revival of American Community (New York: Simon and Schuster), (2000), 18-24.
154. Chris Anderson, The Long Tail: Why the Future of Business Is Selling Less of More (New York: Hyperion, 2006).
155. Yochai Benkler, The Wealth of Networks: How Social Production Transforms Markets and Freedom (New Haven, CT: Yale University Press, 2006), 241-61.
156. Robert Faris, John Kelly, Helmi Noman, and Dalia Othman, “Structure and Discourse: Mapping the Networked Public Sphere in the Arab Region,” 2016, http://www .arabnps .org /files /2016 /03 /ArabNPS .pdf (accessed September 7, 2016).
157. Robert H. Frank and Philip J. Cook, The Winner-Take-All Society: Why the Few at the Top Get So Much More Than the Rest of Us (New York: Penguin Books, 1995), 201.
158. Dale Carnegie, How to Win Friends and Influence People (1936)
159. Gary King, Jennifer Pan, and Margaret E. Roberts, “How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument” (unpublished manuscript, July 26, 2016), http://gking .harvard .edu /files /gking /files /50c .pdf (accessed September 7, 2016).
160. Timur Kuran, “Sparks and Prairie Fires: A Theory of Unanticipated Political Revolution,” Public Choice 61, no. 1 (1989): 41-64, https://econ .duke .edu /uploads /assets /People /Kuran /Sparks %20and %20prairie %20fires .pdf (accessed September 7, 2016).
161. Merouan Mekouar, Protest and Mass Mobilization: Authoritarian Collapse and Political Change in North Africa (Abingdon, UK: Routledge, 2016).
162. Alexis de Tocqueville, Democracy in America (1835 repr., New York: Alfred A. Knopf, 1987), 317.
163. John Dewey, “The Future of Liberalism,” in Dewey and His Critics, ed. Sidney Morgenbesser (New York: Journal of Philosophy, 1977), 695, 697.
164. Frank and Cook, The Winner-Take-All Society, 19.
165. Albert O. Hirschmann, The Passions and the Interests: Political Arguments for Capitalism before Its Triumph (Princeton, NJ: Princeton University Press, 1967).
166. Jon Elster, Sour Grapes: Studies in the Subversion of Rationality (Cambridge: Cambridge University Press, 1983).
167. Verisign, The Domain Name Industry Brief 13, no. 1 (2016), http://www .verisign .com /assets /domain-name-report-april2016 .pdf (accessed September 8, 2016).
168. Robert H. Frank, Luxury Fever: Weighing the Cost of Excess (Princeton, NJ: Princeton University Press, 1998).
169. John Perry Barlow, “A Declaration of the Independence of Cyberspace,” Electronic Frontier Foundation, February 8, 1996, http://homes .eff .org /~barlow /Declaration-Final .html (accessed July 31, 2016).
170. Richard Posner, Catastrophe: Risk and Response (Oxford: Oxford University Press, 2003), 85.
171. Internet Security Threat Report 21 (2016), https://www .symantec .com /content /dam /symantec /docs /reports /istr-21-2016-en .pdf (accessed September 8, 2016).
172. Elinor Ostrom, Governing the Commons: The Evolution of Institutions for Collective Action (Cambridge: Cambridge University Press, 1990)
173. Robert C. Ellickson, Order without Law: How Neighbors Settle Disputes (Cambridge, MA: Harvard University Press, 1991).
174. Friedrich Hayek, The Road to Serfdom (Chicago: University of Chicago Press, 1944), 38-39.
175. Thomas Krattenmaker and L. A. Powe, “Converging First Amendment Principles for Converging Communications Media,” Yale Law Journal 104, (1995): 1719, 1725.
176. Lawrence Lessig, Free Culture: The Nature and Future of Creativity (New York: Penguin Books, 2004)
177. Yochai Benkler, The Wealth of Networks: How Social Production Transforms Markets and Freedom (New Haven, CT: Yale University Press, 2006).
178. R. Sunstein, One Case at a Time: Judicial Minimalism on the Supreme Court (Cambridge, MA: Harvard University Press, 1999).
179. Cass R. Sunstein, Democracy and the Problem of Free Speech (New York: Free Press, 1995).
180. James Madison, “Report on the Virginia Resolution, January 1800,” in Writings of James Madison, ed. Gaillard Hunt (New York: G. P. Putnam and Sons, 1906), 6:385-401.
181. Sunstein, Democracy and the Problem of Free Speech, 121-65.
182. Geoffrey Stone, “Content Regulation and the First Amendment,” William and Mary Law Review 25, no. 2 (1983): 189-252.
183. R. Kelly Garrett and Paul Resnick, “Resisting Political Fragmentation on the Internet,” Daedalus 104, no. 4 (2009): 108-20.
184. Center for Deliberative Democracy, http://cdd .stanford .edu/(accessed September 10, 2016).
185. Deliberative Democracy Consortium, http://www .deliberative-democracy .net/(accessed September 10, 2016).
186. Daniel C. Dennett, Intuition Pumps and Other Tools for Thinking (New York: Norton, 2013), 31-35.
187. James T. Hamilton, Regulation through Revelation: The Origin, Politics, and Impacts of the Toxic Release Inventory Program (Cambridge: Cambridge University Press, 2005).
188. Open Government Partnership, www .opengovpartnership .org (accessed September 10, 2016).
189. “Transparency Report,” Twitter, https://transparency .twitter .com/(accessed September 10, 2016).
190. Nate Cardozo, Kurt Opsahl, and Rainey Reitman, Who Has Your Back? Protecting Your Data from Government Requests, Electronic Frontier Foundation, June 17, 2015, https://www .eff .org /files /2015 /06 /18 /who _has _your _back _2015 _protecting _your _data _from _government _requests _20150618.pdf (accessed September 9, 2016).
191. James T. Hamilton, Channeling Violence (Princeton, NJ: Princeton University Press, 1998).
192. Neil Gunningham and Peter N. Grabosky, Smart Regulation: Designing Environmental Policy (Oxford: Clarendon Press, 1999).
193. David M. Messick and Ann E. Tenbrunsel, eds., Codes of Conduct: Behavioral Research into Business Ethics (New York: Russell Sage Foundation, 1997).
194. Robert H. Frank and Philip J. Cook, The Winner-Take-All Society: Why the Few at the Top Get So Much More Than the Rest of Us (New York: Penguin Books, 1995).
195. Stephen Breyer, Active Liberty: Interpreting Our Democratic Constitution (New York: Vintage Books, 2005).
196. Geoffrey A. Fowler, “What If Facebook Gave Us an Opposing-Viewpoints Button?" Wall Street Journal, May 18, 2016, http://www .wsj .com /articles /what-if-facebook-gave-us-an-opposing-viewpoints-button-1463573101 (accessed September 9, 2016).
197. Alan B. Krueger and Jitka Maleckova, “Education, Poverty, and Terrorism: Is There a Causal Connection?" Journal of Economic Perspectives 17, no. 4 (2003): 119-44
198. Alan B. Krueger, What Makes a Terrorist? Economics and the Roots of Terrorism (Princeton, NJ: Princeton University Press, 2008).
199. David Stevens and Kieron O’Hara, The Devil’s Long Tail: Religious and Other Radicals in the Internet Marketplace (London: Hurst, 2015), 11.
200. Jon Cole and Benjamin Cole, Martyrdom: Radicalisation and Terrorist Violence among British Muslims (London: Pennant Books, 2009), 269.
201. Helene Cooper, “U.S. Drops Snark in Favor of Emotion to Undercut Extremists,” New York Times, July 28, 2016, http://www .nytimes .com /2016/07 /29 /world /middleeast /isis-recruiting .html ?hp & action = click & pgtype = Homepage & clickSource = story-heading & module = second-column-region & region = top-news & WT .nav = top-news (accessed September 11, 2016).
202. Jeffery Bartholet, “Method to the Madness,” Newsweek, October 22, 2001, http://europe .newsweek .com /method-madness-154003 ?rm = eu (accessed September 9, 2016).
203. Stephen Grey and Dipesh Gadher, “Inside Bin Laden’s Academies of Terror,” Sunday Times (London), October 7, 2001.
204. Margery Eagan, “It Could Be the Terrorist Next Door: Zealot Hides Behind His Benign Face,” Boston Herald, September 13, 2001, http://bostonherald .com (accessed September 11, 2016).
205. Russell Hardin, “The Crippled Epistemology of Extremism,” in Political Extremism and Rationality, ed. Albert Breton, Gianluigi Galeotti, Pierre Salmon, and Ronald Wintrobe (Cambridge: Cambridge University Press, 2002), 3, 16.
206. “Social Media,” FBI, https://www .fbi .gov /about-us /nsb /social-media (accessed July 4, 2016).
207. Holly Yan, “ISIS Claims Responsibility for Texas Shooting but Offers No Proof,” CNN, May 5, 2015, http://www .cnn .com /2015 /05 /05 /us /garland-texas-prophet-mohammed-contest-shooting/(accessed September 11, 2016).
208. Jerry Markon, “Homeland Security to Amp Up Social Media Screening to Stop Terrorism, Johnson Says,” Washington Post, February 11, 2016, https://www .washingtonpost .com /news /federal-eye /wp /2016 /02 /11 /homeland-security-to-amp-up-social-media-screening-to-stop-terrorism-johnson-says/(accessed September 11, 2016).
209. Georgetown University, Security Studies Program, National Security Program Critical Issue Task Force, “Report: Lone Wolf Terrorism,” June 27, 2015, http://georgetownsecuritystudiesreview .org /wp-content /uploads /2015 /08/NCITF-Final-Paper .pdf (accessed September 11, 2016).
210. Mark Hamm and Ramon Spaaij, “Lone Wolf Terrorism in America: Using Knowledge of Radicalization Pathways to Forge Prevention Strategies,” February 2015, 7, https://www .ncjrs .gov /pdffiles1 /nij /grants /248691 .pdf (accessed September 11, 2016).
211. Soufan Group, “Foreign Fighters: An Updated Assessment of the Flow of Foreign Fighters into Syria and Iraq,” December 2015, 19, http://soufangroup .com /wp-content /uploads /2015 /12 /TSG _ForeignFightersUpdate3 .pdf (accessed September 11, 2016).
212. Del Quentin Wilber, “FBI Says Fewer Americans Now Try to Join Islamic State,” Los Angeles Times, May 11, 2016, http://www .latimes .com /nation /la-na-comey-fbi-20160511-snap-story .html (accessed September 11, 2016).
213. Rukmini Callimachi, “ISIS and the Lonely Young American,” New York Times, June 27, 2015, http://www .nytimes .com /2015 /06 /28 /world /americas /isis-online-recruiting-american .html? _r = 0 (accessed September 11, 2016).
214. J. M. Berger and Jonathan Morgan, “The ISIS Twitter Census: Defining and Describing the Population of ISIS Supporters on Twitter” (analysis paper no. 20, Brookings Project on U.S. Relations with the Islamic World, 2015), http://www .brookings .edu /~ /media /research /files /papers /2015 /03 /isis-twitter-census-berger-morgan /isis _twitter _census _berger _morgan .pdf (accessed September 11, 2016).
215. J. M. Berger and Heather Perez, “The Islamic State’s Diminishing Returns on Twitter: How Suspensions Are Limiting the Social Networks of English-Speaking ISIS Supporters” (occasional paper, Program on Extremism, George Washington University, 2016), https://cchs .gwu .edu /sites /cchs .gwu .edu /files /downloads /Berger _Occasional %20Paper .pdf (accessed September 11, 2016), 9, 4.
216. Richard Adhikari, “Twitter Steps Up Counterterrorism Efforts,” August 24, 2016, http://www .technewsworld .com /story /83832 .html (accessed September 28, 2016).
217. David Wainer, “Israel Accuses Facebook of Complicity in West Bank Violence,” Bloomberg, July 3, 2016, http://www .bloomberg .com /news /articles /2016-07-03 /israel-accuses-facebook-of-contributing-west-bank-violence (accessed September 11, 2016).
218. Michael E. Miller, “Does Facebook Share Responsibility for an American Peace Activist’s Brutal Murder in Israel?" Washington Post, October 30, 2015, https://www .washingtonpost .com /news /morning-mix /wp /2015 /10/30 /does-facebook-share-responsibility-for-an-american-peace-activists-brutal-murder-in-israel/(accessed September 11, 2016).
219. Harriet Salem, “Facebook Is Being Sued by 20,000 Israelis for Inciting Palestinian Terror,” Vice News, October 27, 2015, https://news .vice .com /article /facebook-is-being-sued-by-20000-israelis-for-inciting-palestinian-terror (accessed September 11, 2016).
220. Greg Miller and Karen DeYoung, “Obama Administration Plans Shake-up in Propaganda War against ISIS,” Washington Post, January 8, 2016, https://www .washingtonpost .com /world /national-security /obama-administration-plans-shake-up-in-propaganda-war-against-the-islamic-state /2016 /01 /08 d482255c-b585-11e5-a842-0feb51d1d124 _story .html (accessed September 11, 2016).
221. Markon, “Homeland Security to Amp Up Social Media Screening.” H.R. 3654: Combat Terrorist Use of Social Media Act of 2015, 114th Cong., 2015, https://www .govtrack .us /congress /bills /114 /hr3654 /text (accessed September 11, 2016).
222. Daniel Severson, “Encryption Legislation Advances in France,” Lawfare, April 14, 2016, https://www .lawfareblog .com /encryption-legislation-advances-france (accessed September 11, 2016).
223. “Adoption et publication du rapport,” Assemblée Nationale, http://www2.assemblee-nationale .fr /14 /autres-commissions /commissions-d-enquete /moyens-pour-lutter-contre-le-terrorisme /a-la-une /adoption-du-rapport (accessed July 11, 2015).
224. John Dewey, The Public and Its Problems: An Essay in Political Inquiry (1927 repr., University Park: Pennsylvania State University Press, 2012), 168.
225. Heather K. Gerken, “Second-Order Diversity,” Harvard Law Review 118, no. 4 (2005): 1101-96.
226. Miranda Fricker, Epistemic Injustice: Power and the Ethics of Knowing (Oxford: Oxford University Press, 2008).
227. Russell Hardin, “The Crippled Epistemology of Extremism,” in Political Extremism and Rationality, ed. Albert Breton, Gianluigi Galeotti, Pierre Salmon, and Ronald Wintrobe (Cambridge: Cambridge University Press, 2002), 3, 16.