Abstract
Censorship, anti-censorship, and self-censorship in an authoritarian regime have been extensively studies, yet the relationship between these intertwined factors is not well understood. In this paper, we report results of a large-scale survey study (\(N=526\)) with Sina Weibo users toward bridging this research gap. Through descriptive statistics, correlation analysis, and regression analysis, we uncover how users are being censored, how and why they conduct self-censorship on different topics and in different scenarios (i.e., post, repost, and comment), and their various anti-censorship strategies. We further identify the metrics of censorship and self-censorship, find the influence factors, and construct a mediation model to measure their relationship. Based on these findings, we discuss implications for democratic social media design and future censorship research.
Keywords
- Social media
- Censorship
- Self-censorship
- Anti-censorship
- Mediation model
This is a preview of subscription content, access via your institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
Aguirre, K.M.: Monitoring and blunting coping style effects on college student processing of health information via social media. The University of Texas at El Paso (2017)
Amar, N.: Navigating and circumventing (self) censorship in the Chinese music scene. China Perspectives, pp. 25–33 (2020)
Amos, C., Zhang, L., Pentina, I.: Investigating privacy perception and behavior on weibo. J. Organiz. End User Comput. 26, 43–56 (2014)
Bamman, D., O’Connor, B., Smith, N.: Censorship and deletion practices in Chinese social media. First Monday (2012)
Cairns, C., Carlson, A.: Real-world islands in a social media sea: Nationalism and censorship on weibo during the 2012 diaoyu/senkaku crisis. Chin. Quart. 225, 23–49 (2016)
Chang, C., Manion, M.: Political self-censorship in authoritarian states: The spatial-temporal dimension of trouble. Comp. Pol. Stud. 54(8), 1362–1392 (2021)
Chen, L., Zhang, C., Wilson, C.: Tweeting under pressure: analyzing trending topics and evolving word choice on sina weibo. In: Proceedings of the first ACM Conference on Online Social Networks, pp. 89–100 (2013)
Clark, L.A., Watson, D.: Constructing validity: new developments in creating objective measuring instruments. Psychol. Assess. 31(12), 1412 (2019)
Cronbach, L.J.: Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334 (1951)
Das, S., Kramer, A.: Self-censorship on facebook. Proceed. Int. AAAI Conf. Web Soc. Media 7, 120–127 (2013)
Ensafi, R., Winter, P., Mueen, A., Crandall, J.R.: Analyzing the great firewall of china over space and time. Proc. Priv. Enhancing Technol. 1, 61–76 (2015)
Gao, Q., Abel, F., Houben, G.J., Yu, Y.: A comparative study of users’ microblogging behavior on sina weibo and twitter. In: International Conference on User Modeling, Adaptation, and Personalization, pp. 88–101 (2012)
Hiruncharoenvate, C., Lin, Z., Gilbert, E.: Algorithmically bypassing censorship on sina weibo with nondeterministic homophone substitutions. Proceed. Int. AAAI Conf. Web Social Media 9, 150–158 (2015)
Ho, L.W.W.: The gay space in Chinese cyberspace: Self-censorship, commercialisation and misrepresentation. J. Current Chin. Affairs-Chin. aktuell 36(4), 45–73 (2007)
Kou, Y., Kow, Y.M., Gui, X.: Resisting the censorship infrastructure in China. Hawaii International Conference on System Sciences, pp. 446–453 (2017)
MacKinnon, D.P.: Introduction to statistical mediation analysis. Routledge (2012)
Ng, K.Y., Feldman, A., Peng, J.: Linguistic fingerprints of internet censorship: the case of sina weibo. In: Proceedings of the AAAI Conference on Artificial Intelligence, pp. 446–453 (2020)
Sharma, T., Zhou, Z., Huang, Y., Wang, Y.: “it’s a blessing and a curse”: unpacking creators’ practices with non-fungible tokens (NFTs) and their communities. arXiv preprint arXiv:2201.13233 (2022)
Sina: weibo reports fourth quarter and fiscal year 2021 unaudited financial results (2021)
Tanash, R.S., Chen, Z., Thakur, T., Wallach, D.S., Subramanian, D.: Known unknowns: an analysis of twitter censorship in turkey. In: Proceedings of the 14th ACM Workshop on Privacy in the Electronic Society, pp. 11–20 (2015)
Tong, J.: Press self-censorship in China: a case study in the transformation of discourse. Discourse Soc. 20, 593–612 (2009)
Wang, A.: Two women arrested in China’s Jiangsu province for helping woman locked in hut after video goes viral on social media. Vision Times (2022)
Wang, D., Mark, G.: Internet censorship in china: examining user awareness and attitudes. ACM Trans. Comput.-Human Inter. 22, 1–22 (2015)
Wei, M., Zhou, Z.: AI ethics issues in real world: Evidence from AI incident database. arXiv preprint arXiv:2206.07635 (2022)
WeiboAdministrator: announcement on correcting “typos” on weibo. https://weibo.com/1934183965/LC43v6SBi
WeiboAdministrator: weibo will launch the function of user profile page showing the location of recent posts in the next week. https://weibo.com/1934183965/Lk9Uv04Ty
Wong, S.H.W., Liang, J.: Dubious until officially censored: effects of online censorship exposure on viewers’ attitudes in authoritarian regimes. J. Inf. Technol. Politics, 18, 310–323 (2021)
Wu, S., Mai, B.: Talking about and beyond censorship: Mapping topic clusters in the Chinese twitter sphere. Int. J. Commun. 13, 23 (2019)
Xu, X., Mao, Z.M., Halderman, J.A.: Internet censorship in china: where does the filtering occur? In: International Conference on Passive and Active Network Measurement, pp. 133–142 (2011)
Zhang, F.: Who you@ today?: The mediating impact of social capital on sina weibo use and political expression in China. National Communication Association (NCA) 100th Annual Convention (2014)
Zhou, Z., Guan, H., Bhat, M.M., Hsu, J.: Fake news detection via NLP is vulnerable to adversarial attacks. arXiv preprint arXiv:1901.09657 (2019)
Zhou, Z., Wang, Z., Zimmer, F.: Anonymous expression in an online community for women in China. arXiv preprint arXiv:2206.07923 (2022)
Zijlmans, E.A., Tijmstra, J., Van der Ark, L.A., Sijtsma, K.: Item-score reliability as a selection tool in test construction. Front. Psychol. 9, 2298 (2019)
Acknowledgements
We would like to thank the respondents who contributed to the survey data, and those who helped us distribute the survey. We also thank the anonymous reviewers for their good words and insightful feedback. We further thank Yifei Wang, Chuanli Xia, Zijie Shao, among many others, who provided useful feedback in the early stage of the study.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Chen, X., Xie, J., Wang, Z., Shen, B., Zhou, Z. (2023). How We Express Ourselves Freely: Censorship, Self-censorship, and Anti-censorship on a Chinese Social Media. In: Sserwanga, I., et al. Information for a Better World: Normality, Virtuality, Physicality, Inclusivity. iConference 2023. Lecture Notes in Computer Science, vol 13972. Springer, Cham. https://doi.org/10.1007/978-3-031-28032-0_8
Download citation
DOI: https://doi.org/10.1007/978-3-031-28032-0_8
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-28031-3
Online ISBN: 978-3-031-28032-0
eBook Packages: Computer ScienceComputer Science (R0)