The DOI matches its Crossref record; 67 of the 67 references it cites were found in a registry or an index.
How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument
Open accessAbstract
The Chinese government has long been suspected of hiring as many as 2 million people to surreptitiously insert huge numbers of pseudonymous and other deceptive writings into the stream of real social media posts, as if they were the genuine opinions of ordinary people. Many academics, and most journalists and activists, claim that these so-called 50c party posts vociferously argue for the government’s side in political and policy debates. As we show, this is also true of most posts openly accused on social media of being 50c. Yet almost no systematic empirical evidence exists for this claim or, more importantly, for the Chinese regime’s strategic objective in pursuing this activity. In the first large-scale empirical analysis of this operation, we show how to identify the secretive authors of these posts, the posts written by them, and their content. We estimate that the government fabricates and posts about 448 million social media comments a year. In contrast to prior claims, we show that the Chinese regime’s strategy is to avoid arguing with skeptics of the party and the government, and to not even discuss controversial issues. We show that the goal of this massive secretive operation is instead to distract the public and change the subject, as most of these posts involve cheerleading for China, the revolutionary history of the Communist Party, or other symbols of the regime. We discuss how these results fit with what is known about the Chinese censorship program and suggest how they may change our broader theoretical understanding of “common knowledge” and information control in authoritarian regimes.
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“tipping points in norm dynamics present both opportunities, such as addressing global challenges (28, 29), and risks, particularly if exploited for social control (76).”
From Emergent social conventions and collective bias in LLM populations (2025) · cites this paper as [76]
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“Oftentimes, this is done with the help of paid users (Han, 2015; King etal., 2017).”
From How Dictators Control the Internet: A Review Essay (2020) · cites this paper as King et al., 2017
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“Censorship in China is driven more by a post’s capacity to stir collective action than otherwise offensive content (132).”
From Physical and virtual repertoires of contention (2022) · cites this paper as [132]
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Citations
Cites
From Mobilization to Revolution
Stearns, P. N., & Tilly, C. (1979) · The American Historical Review · doi:10.2307/1855671 · Cited by 4,583
From Mobilization to Revolution
Tilly, C. (2017) · Routledge eBooks · doi:10.4324/9781315205021-5 · Cited by 4,010
How Censorship in China Allows Government Criticism but Silences Collective Expression
KING, G., PAN, J., & ROBERTS, M. E. (2013) · American Political Science Review · doi:10.1017/s0003055413000014 · Cited by 2,415 · cited 7×
“Our rules followed the principle articulated in footnote 20 of King et al. (2014) of trying to avoid influencing the system that we were studying, which has the added advantage of reducing the chance for bias.”
BackgroundMethodResultInfluentialSelf-citationWhy do humans reason? Arguments for an argumentative theory
Mercier, H., & Sperber, D. (2011) · Behavioral and Brain Sciences · doi:10.1017/s0140525x10000968 · Cited by 2,254
Now out of Never: The Element of Surprise in the East European Revolution of 1989
Kuran, T. (1991) · World Politics · doi:10.2307/2010422 · Cited by 1,463
The Dynamics of Informational Cascades: The Monday Demonstrations in Leipzig, East Germany, 1989–91
Lohmann, S. (1994) · World Politics · doi:10.2307/2950679 · Cited by 1,035
The Political Economy of Dictatorship
Wintrobe, R. (1998) · doi:10.1017/cbo9781139174916 · Cited by 1,008
Sparks and prairie fires: A theory of unanticipated political revolution
Kuran, T. (1989) · Public Choice · doi:10.1007/bf00116762 · Cited by 905
The Political Economy of Dictatorship
Munger, M. C., & Wintrobe, R. (1998) · Canadian Journal of Economics/Revue canadienne d économique · doi:10.2307/136507 · Cited by 795
Letham, B., Rudin, C., McCormick, T. H., & Madigan, D. (2015) · The Annals of Applied Statistics · doi:10.1214/15-aoas848 · Cited by 766
A Method of Automated Nonparametric Content Analysis for Social Science
Hopkins, D. J., & King, G. (2010) · American Journal of Political Science · doi:10.1111/j.1540-5907.2009.00428.x · Cited by 765
Self-citationRational Ritual: Culture, Co-ordination and Common Knowledge
Chwe, M. S., & Rouchier, J. (2001) · Project Muse (Johns Hopkins University) · Cited by 744
The Power of the Internet in China: Citizen Activism Online
Lo, M.-C. M. (2010) · Contemporary Sociology A Journal of Reviews · doi:10.1177/0094306110367909ggg · Cited by 683
Sources of Authoritarian Responsiveness: A Field Experiment in China
Chen, J., Pan, J., & Xu, Y. (2016) · American Journal of Political Science · doi:10.1111/ajps.12207 · Cited by 636
Self-citationMedia Commercialization and Authoritarian Rule in China
Stockmann, D. (2012) · doi:10.1017/cbo9781139087742 · Cited by 596
Remote Control: How the Media Sustain Authoritarian Rule in China
Stockmann, D., & Gallagher, M. E. (2011) · Comparative Political Studies · doi:10.1177/0010414010394773 · Cited by 575
The power of the Internet in China: citizen activism online
(2010) · Choice Reviews Online · doi:10.5860/choice.47-2828 · Cited by 563
Why Resource-poor Dictators Allow Freer Media: A Theory and Evidence from Panel Data
EGOROV, G., GURIEV, S., & SONIN, K. (2009) · American Political Science Review · doi:10.1017/s0003055409990219 · Cited by 546
Consent of the networked: the world-wide struggle for Internet freedom
Ainhoa de Frutos García, R. (2012) · Choice Reviews Online · doi:10.5860/choice.50-0700 · Cited by 530
Marketing dictatorship: propaganda and thought work in contemporary China
(2008) · Choice Reviews Online · doi:10.5860/choice.45-6398 · Cited by 518
Regularizing Rioting: Permitting Public Protest in an Authoritarian Regime
Lorentzen, P. (2010) · Quarterly Journal of Political Science · doi:10.1561/100.00012051 · Cited by 484
Reverse-engineering censorship in China: Randomized experimentation and participant observation
King, G., Pan, J., & Roberts, M. E. (2014) · Science · doi:10.1126/science.1251722 · Cited by 422
Self-citationTourangeau, R., Conrad, F. G., & Couper, M. P. (2013) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199747047.001.0001 · Cited by 389
Hegghammer, T. (2013) · American Political Science Review · doi:10.1017/s0003055412000615 · Cited by 378
Democracy and Development: The Devil in the Details
Persson, T., & Tabellini, G. (2006) · American Economic Review · doi:10.1257/000282806777212396 · Cited by 366
The Power of the Internet in China
Yang, G. (2009) · Columbia University Press eBooks · doi:10.7312/yang14420 · Cited by 350
Regulatory Policy and the Social Sciences
Noll, R. G., & Rosenberg, L. C. (1985) · University of California Press eBooks · doi:10.1525/9780520313651 · Cited by 329
Safety Valve or Pressure Cooker? Blogs in Chinese Political Life
Hassid, J. (2012) · Journal of Communication · doi:10.1111/j.1460-2466.2012.01634.x · Cited by 300
Changing media, changing China
Li, H. (2011) · Journal of Communication · doi:10.1111/j.1460-2466.2011.01606.x · Cited by 292
Regularizing Rioting: Permitting Public Protest in an Authoritarian RegimePreprint
Lorentzen, P. (2010) · SSRN Electronic Journal · doi:10.2139/ssrn.995330 · Cited by 270
Hollyer, J. R., Rosendorff, B. P., & Vreeland, J. R. (2014) · Political Analysis · doi:10.1093/pan/mpu001 · Cited by 232
Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text
King, G., Lam, P., & Roberts, M. E. (2017) · American Journal of Political Science · doi:10.1111/ajps.12291 · Cited by 216
Self-citationLynch, D. C. (1999) · Stanford University Press eBooks · doi:10.1515/9780804780018 · Cited by 179
Manufacturing Consent in Cyberspace: China's “Fifty-Cent Army”
Han, R. (2015) · Journal of Current Chinese Affairs · doi:10.1177/186810261504400205 · Cited by 176
Changing media, changing China
(2011) · Choice Reviews Online · doi:10.5860/choice.48-7148 · Cited by 175
Liberation vs. Control: The Future of Cyberspace
Deibert, R. J., & Rohozinski, R. (2010) · Journal of democracy · doi:10.1353/jod.2010.0010 · Cited by 160
Defending the Authoritarian Regime Online: China's “Voluntary Fifty-cent Army”
Han, R. (2015) · The China Quarterly · doi:10.1017/s0305741015001216 · Cited by 154
The Effects of Analytical Rumination, Reappraisal, and Distraction on Anger Experience
Denson, T. F., Moulds, M. L., & Grisham, J. R. (2011) · Behavior Therapy · doi:10.1016/j.beth.2011.08.001 · Cited by 147
After the propaganda state: media, politics, and "thought work" in reformed China
(2000) · Choice Reviews Online · doi:10.5860/choice.37-3011 · Cited by 137
Focal Points, Dissident Calendars, and Preemptive Repression
Truex, R. (2019) · Journal of Conflict Resolution · doi:10.1177/0022002718770520 · Cited by 134
Cairns, C., & Carlson, A. R. (2016) · The China Quarterly · doi:10.1017/s0305741015001708 · Cited by 122
Internal Government Assessments of the Quality of Governance in China
Dimitrov, M. K. (2015) · Studies in Comparative International Development · doi:10.1007/s12116-014-9170-2 · Cited by 120
Rational Ritual: Culture, Coordination, and Common Knowledge
Börgers, T. (2004) · Economica · doi:10.1111/j.0013-0427.2004.395_1.x · Cited by 114
War of Position and Microblogging in China
Tong, Y., & Lei, S. (2012) · Journal of Contemporary China · doi:10.1080/10670564.2012.734084 · Cited by 112
Authoritarianism Online: What Can We Learn from Internet Data in Nondemocracies?
Greitens, S. C. (2013) · PS Political Science & Politics · doi:10.1017/s1049096513000346 · Cited by 111
Focal Points, Dissident Calendars, and Preemptive RepressionPreprint
Truex, R. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.2802859 · Cited by 98
Näher, A., & Krumpal, I. (2011) · Quality & Quantity · doi:10.1007/s11135-011-9469-2 · Cited by 88
Nation Branding as Nation Building: China’s Image Campaign
Barr, M. (2011) · East Asia · doi:10.1007/s12140-011-9159-7 · Cited by 79
Dimitrov, M. K. (2013) · East European Politics and Societies and Cultures · doi:10.1177/0888325413506933 · Cited by 73
Brady, A. (2009) · Rowman & Littlefield Publishers eBooks · doi:10.5771/9780742567900 · Cited by 53
Automatic Detection of Comment Propaganda in Chinese MediaPreprint
Miller, B. (2015) · SSRN Electronic Journal · doi:10.2139/ssrn.2738325 · Cited by 52
The Case of the Soviet Union During the Brezhnev Era
Dimitrov, M. K. (2014) · Russian History · doi:10.1163/18763316-04103003 · Cited by 35
“Twitter Bodhisattva”: Ai Weiwei’s Media Politics
Strafella, G., & Berg, D. (2015) · Asian Studies Review · doi:10.1080/10357823.2014.990357 · Cited by 33
Every Rose Has Its Thorn: Censorship and Surveillance on Social Video Platforms in China
Knockel, J., Crete‐Nishihata, M., Ng, J., Senft, A., & Crandall, J. R. (2015) · Cited by 33
Rational Ritual: Culture, Coordination, and Common Knowledge
Chwe, M. S.-Y. (2013) · doi:10.1515/9781400846436 · Cited by 24
A short-term trend prediction model of topic over Sina Weibo dataset
Zhao, J., Wu, W., Zhang, X., Qiang, Y., Liu, T., & Wu, L. (2013) · Journal of Combinatorial Optimization · doi:10.1007/s10878-013-9674-0 · Cited by 17
Penny for Your Thoughts: Searching for the 50 Cent Party on Sina Weibo
Yang, X., Qian, Y., & Wilson, C. (2021) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v9i1.14649 · Cited by 17
Bambauer, D. E. (2013) · IEEE Internet Computing · doi:10.1109/mic.2013.23 · Cited by 13
Buying Inertia: Preempting Social Disorder With Selective Welfare Provision in Urban China
Pan, J. (2015) · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · Cited by 12
Self-citationDigital Media and Political Attitudes in China
Tang, M., Jorba, L., & Jensen, M. J. (2012) · Cambridge University Press eBooks · doi:10.1017/cbo9781139108881.012 · Cited by 11
Fear, Friction, and Flooding: Methods of Online Information Control
Roberts, M. E. (2014) · Digital Access to Scholarship at Harvard (DASH) (Harvard University) · Cited by 9
Self-citationBremmer, I. (2010) · Foreign Affairs · Cited by 8
Social Networking on the World Wide Web
Zhang, Q., DiFranzo, D. J., & Hendler, J. (2014) · Springer eBooks · doi:10.1007/978-1-4614-6170-8_104 · Cited by 8
The Oxford Illustrated History of Modern China
Bickers, R. A. (2016) · Oxford University Press eBooks · Cited by 4
Sharp, M. K., Nyanchoka, L., & Hren, D. (2018) · Environmental Evidence · doi:10.1186/s13750-018-0132-4 · Cited by 4
Social Networking on the World Wide Web
Zhang, Q., DiFranzo, D. J., & Hendler, J. (2016) · Springer eBooks · doi:10.1007/978-1-4614-7163-9_104-1 · Cited by 3
King, G., Pan, J., & Roberts, M. E. (2017) · Harvard Dataverse · doi:10.7910/dvn/qszmpd · Cited by 1
Self-citation
Research works printed but not linked: 5
- Pew Research Center. 2014. “The Political Typology: Beyond Red vs. Blue.” Pew Research. http://www.people-press.org/2014/06/26/the-political-typology-beyond-red-vs-blue/.
- Groves, 2011, Survey Methodology
- National Bureau of Statistics of China. 2014. China Statistical Year Book. Beijing, CN: China Statistics Press. http://j.mp/ChinaSY.
- Bandurski, 2008, China’s Guerrilla War for the Web, Far Eastern Economic Review, 171, 41
- 2009, China and the Internet: An Uphill Fight for Freedom, Harvard International Review, 31, 68
Cited by
Sorted by citations
The future of social media in marketing
Appel, G., Grewal, L., Hadi, R., & Stephen, A. T. (2020) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-019-00695-1 · Cited by 1,893
“Recent research has furthermore shown how the Chinese government strategically uses millions of online comments to distract the Chinese public from discussing sensitive issues and promote nationalism (King et al. 2017).”
BackgroundExperimental evidence for tipping points in social convention
Centola, D., Becker, J., Brackbill, D., & Baronchelli, A. (2018) · Science · doi:10.1126/science.aas8827 · Cited by 750
Tucker, J. A., Guess, A., Barbera, P., Vaccari, C., Siegel, A., Sanovich, S., Stukal, D., & Nyhan, B. (2018) · doi:10.2139/ssrn.3144139 · Cited by 1,222
Political Effects of the Internet and Social Media
Zhuravskaya, E., Petrova, M., & Enikolopov, R. (2020) · Annual Review of Economics · doi:10.1146/annurev-economics-081919-050239 · Cited by 560
Citizens Versus the Internet: Confronting Digital Challenges With Cognitive Tools
Kozyreva, A., Lewandowsky, S., & Hertwig, R. (2020) · Psychological Science in the Public Interest · doi:10.1177/1529100620946707 · Cited by 479
Metadata
- Authors
- KING, G., PAN, J., & ROBERTS, M. E.
- Affiliations
- Harvard University (US)
- Stanford University (US)
- University of California San Diego (US)
- Corresponding author
- KING, GARY
- PAN, JENNIFER
- ROBERTS, MARGARET E.
- Venue
- American Political Science Review
- Publisher
- Cambridge University Press (CUP)
- Published
- 2017-07-27
- Volume
- 111
- Issue
- 3
- Pages
- 484-501
- ISSN
- 0003-0554 (ISSN-L)
- 1537-5943
- OpenAlex
- W2741445211
- Cited by
- 1,028
- References
- 67
- Citations by year
- 2026: 60 · 2025: 111 · 2024: 115 · 2023: 141 · 2022: 158 · 2021: 118 · 2020: 114 · 2019: 84 · 2018: 84 · 2017: 38
- FWCI
- 224.04
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- public-domain
- www.cambridge.org/core/terms (unspecified)
- Locations
- American Political Science Review (publishedVersion, public-domain)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Media Influence and Politics
- Social Sciences › Sociology and Political Science › Misinformation and Its Impacts
- Social Sciences › Communication › Social Media and Politics
- Keywords
- Chinese government, social media manipulation, authorship attribution, censorship, information control, authoritarian regimes, common knowledge, communist parties, cheerleading
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