Chapter 30 Further Reading

Reddit Studies

Massanari, Adrienne. Participatory Culture, Community, and Play: Learning from Reddit. Peter Lang, 2015. The most comprehensive academic study of Reddit as a social platform and community infrastructure. Massanari's analysis of Reddit's governance structure, karma system, and community culture provides the academic foundation for this chapter's Reddit analysis.

Chandrasekharan, Eshwar, et al. "You Can't Stay Here: The Efficacy of Reddit's 2015 Ban Examined Through Hate Speech." Proceedings of ACM Human-Computer Interaction, 2017. Empirical study of the effects of Reddit's 2015 ban of several hate-speech subreddits. Relevant for understanding Reddit's moderation effectiveness and the relationship between subreddit banning and community behavior.

Squirrell, Tim. "Platform Dialectics: The Relationships between Online Hate Groups and the Mainstream Platforms That Host Them." New Media & Society, 2019. Analysis of how extremist communities use platform dynamics, including Reddit's subreddit system, to expand reach. Relevant for understanding fan community vulnerabilities to brigading and hostile community incursion.

Dosono, Bryan, and Bryan Semaan. "Moderation Practices as Emotional Labor in Sustaining Online Communities." CHI Conference on Human Factors in Computing Systems, 2019. Study of Reddit moderation labor with specific attention to emotional labor — the management of feelings as part of governance work. Directly relevant to understanding moderator burnout and the full scope of moderation as labor.

Discord Studies

Blackwell, Lindsay, et al. "Classification and Its Consequences for Online Harassment: Case Studies in Classifying Gendered Harassment." CSCW, 2017. Although not Discord-specific, this study's analysis of harassment classification is directly relevant to Discord moderation challenges, particularly for fan communities with significant gendered harassment problems.

Ruberg, Bonnie, and Bryce Walmsley. "Straight Men Playing Queer: Gaming and Queer Kinship on Discord." New Media & Society, 2019. One of the few academic studies of Discord community dynamics, examining community formation and identity in Discord gaming spaces in ways that translate to fan community contexts.

Online Community Governance

Kraut, Robert E., and Paul Resnick. Building Successful Online Communities: Evidence-Based Social Design. MIT Press, 2012. The most comprehensive academic treatment of online community design and governance. The empirical finding about 72-hour new member integration cited in this chapter comes from research in this tradition. Essential reading for anyone managing fan communities.

Preece, Jennifer. Online Communities: Designing Usability and Supporting Sociability. Wiley, 2000. Early but still relevant foundational text on online community design. Provides the theoretical framework within which more recent platform-specific research is situated.

Butler, Brian, Lee Sproull, Sara Kiesler, and Robert Kraut. "Community Effort in Online Groups: Who Does the Work and Why?" In Leadership at a Distance, edited by Suzanne Weisband. Erlbaum, 2007. Foundational research on the distribution of community labor in online communities, finding that most community work is done by a small fraction of members. Relevant for understanding moderator burnout and labor concentration.

Community Analytics and Data Methods

Faraj, Samer, and Bijan Azad. "The Materiality of Technology: An Affordance Perspective." In Materiality and Organizing, edited by Paul Leonardi, Bonnie Nardi, and Jannis Kallinikos. Oxford University Press, 2012. Theoretical framework for understanding how technology affords (and constrains) community practices. Provides conceptual grounding for the chapter's community analytics section.

Kross, Ethan, et al. "Facebook Use Predicts Declines in Subjective Well-Being in Young Adults." PLoS ONE, 2013. Classic study linking social media use patterns to wellbeing outcomes. Methods are relevant to the chapter's community analytics section; findings are relevant to the mental health infrastructure discussion.

Fan Labor and Platform Economics

Stanfill, Mel. Exploiting Fandom: How the Media Industry Seeks to Manipulate Fans. University of Iowa Press, 2019. See Chapter 28 further reading annotation. Directly relevant to the platform labor analysis in this chapter.

Terranova, Tiziana. "Free Labor: Producing Culture for the Digital Economy." Social Text, 2000. The classic academic article on "free labor" in digital culture, which provides the theoretical framework for understanding fan community moderator labor as a form of unwaged production. Foundational reading for the fan labor analysis.

Andrejevic, Mark. iSpy: Surveillance and Power in the Interactive Era. University Press of Kansas, 2007. Analysis of how user-generated content and interactive digital participation produce value for commercial platforms. Provides the economic theory context for the chapter's platform labor analysis.

K-pop Community Governance Specifically

Oh, Chuyun. "The Aesthetics of Screaming: 'Fanatic' Fandom and Media Ecology of K-pop Fan Activism." Global Media and Communication, 2019. Study of K-pop fan activism, including community coordination infrastructure and governance challenges. Relevant to the Mireille and TheresaK examples throughout Part VI.

Kim, Suk-Young. K-Pop Live: Fans, Idols, and Multimedia Performance. Stanford University Press, 2018. Book-length study of K-pop fan culture, including community infrastructure and international fan networks. Provides broader context for the ARMY examples.

Primary Sources

Reddit Moderator Code of Conduct (reddit.com/r/modnews). Reddit's official resources for moderators, including the content policy, moderator guidelines, and moderation tools documentation. Essential primary source for understanding the formal governance framework within which subreddit moderators operate.

Discord Community Resources (discord.com/community). Discord's official documentation for community servers, including guidelines for large servers, best practices for community governance, and documentation for Discord features used in this chapter.

r/ModCoord (reddit.com/r/ModCoord). The moderator coordination subreddit that organized the 2023 API protest. Archives include documentation of the protest's planning, execution, and outcome. Primary source for understanding the moderator strike case study.

Python and Data Analysis Resources

McKinney, Wes. Python for Data Analysis. 3rd ed. O'Reilly, 2022. The standard reference for pandas, the primary data manipulation library used in the chapter's community analytics code. Essential for students who want to extend the chapter's code to analyze real community data.

VanderPlas, Jake. Python Data Science Handbook. O'Reilly, 2016. Comprehensive reference for the scipy, numpy, and matplotlib libraries used in both chapter code files. Available free online at jakevdp.github.io/PythonDataScienceHandbook/.

Grimmer, Justin, Margaret Roberts, and Brandon Stewart. Text as Data: A New Framework for Machine Learning and the Social Sciences. Princeton University Press, 2022. For students who want to extend the community analytics code to include text-based analysis of community discussion. The methods here would enable sentiment analysis and topic modeling of Discord or Reddit community text data.