Bibliography

Carradore, Roberto, and Tiziana Pirola. “Streaming out of the Spiral of Silence. Women’s Visibility in Gaming Community and on Twitch.” Internet Histories (2017), 2024, pp. 1–21, https://doi.org/10.1080/24701475.2024.2431800.

• This source highlights the struggles women faced and continue to face as they break into a traditionally male-dominated field of gaming and live-streaming on Twitch. It breaks the history of women in geek and gaming culture into four phases. First, invisibility or rejection in the field. Second, beginning to voice the inequalities of women in gaming. Third, great misogynist backlash emphasized by the GamerGate scandal that tried to portray women as inadequate or “not good enough” to create or play games in the industry. Fourth is the present era, where women on Twitch are seen as unfairly more popular because they are women with a mostly male audience, but who face harassment or prejudice for their success. It is similar to other sources on the subject as women have always encountered difficulties breaking into traditionally masculine fields, but since then have gained more awareness and carved more spaces for themselves and like-minded people. It ties into our project’s broad idea of how gender can affect a streamer’s popularity on Twitch and how they are perceived. 

Hilvert-Bruce, Zorah, et al. “Social Motivations of Live-Streaming Viewer Engagement on Twitch.” Computers in Human Behavior, vol. 84, 2018, pp. 58–67, https://doi.org/10.1016/j.chb.2018.02.013.

• This study tries to understand what motivates people psychologically to interact with livestreams and thus what drives viewer engagement. They conducted a survey to see if there were any trends in motivators for certain livestream interactions, which were emotional connectedness, time watched, time subscribed, and donations. Some connections they found were that people may spend more time watching streams to seek information, entertainment, or due to a lack of external support. Subscriptions and donations were motivated by a desire for interaction and community. People are more motivated to subscribe if they feel included and noticed by the streamer, such as through polls, greetings, or decision-making. Smaller channels may foster greater senses of community as it is easier for streamers to handle individually. This study is consistent with previous studies on the topic as it is common for people to use the internet to meet social needs, while deeper connections are built in a similar way to real-life interactions. However, this study was through a survey, which may not be entirely reliable, and most of the respondents were men. Nevertheless, it helps explain what might make a stream more successful.

Johnson, Mark R. Twitch. Polity Press, 2024

• The source acts as a reading relevant to those interested in media studies. The author explores four main categories: “Twitch as a platform, the streamers and viewers who spend time on Twitch, the content created by the first group and consumed by the second, and the cultures and communities arising out of all of these” (Johnson, 21). To be explicit, it is a grab bag of topics useful for understanding and dissecting the platform and its components. For one, it investigates the infrastructure and technology that compose the platform, such as the metrics exposed to each streamer, safety and moderation features, and available channel customizations. In particular, emphasis is placed on money and metrics being “irreducible components of Twitch” (Johnson, 22). Johnson also discusses the phenomenon of the streamer themself, seemingly bridging the gap between “celebrity” and “friend.” Another topic is what constitutes content on the site; what is the role of creativity, and how do these streamers create meaning in gaming communities? Finally, Johnson explores the unique cultural practices emerging from Twitch and how these facilitate a “place-ness” in a streamer’s community, fostered by in-jokes and shared interests. This is all to argue for Twitch as an emerging gaming agora, defined in ancient Athens as a “city square in which ‘administrative, political, judicial, commercial, social, cultural, and religious activities’ were all carried out and, importantly, were seen to be carried out” (Johnson, 18). To conclude, the source will have value in exploring the inner workings of the platform, as well as investigating the dynamics of Twitch’s “place-ness”. Furthermore, whole sections are dedicated to the exploration of diversity, content, and user interaction on Twitch. The book also pulls from an exhaustive list of references, many of which are described as scholarly.

Taylor, T. L. Watch Me Play: Twitch and the Rise of Game Live Streaming. Princeton University Press, 2018.

• Taylor’s book on Twitch and the rise of live-streaming is part of a greater series from Princeton University exploring and extending “classic ethnographic methods and questions into areas of pressing interest in technology and economics.” Furthermore, the author extensively describes the research process, noting visits to Twitch’s offices, qualitative social science methods, interviews, data collection, and consultation with larger organizations. The greater argument presented here is the emergence of a new media form–networked broadcasting–resulting from the transformation of private play into public entertainment. This source provides insight into a variety of topics: viewer expectations, stereotypes, economics of streaming, esports broadcasting, and contentions with regulation. In addition, Taylor explores the increasingly blurred line between play and labor regarding streaming. This source may be crucial in describing the individual streamer’s experience and expertise on viewer retention. It also describes the challenges the platform faces as a form of open, participatory media; minorities and their continued endurance of “virtual gauntlets” on Twitch remains another topic of potential interest (Taylor, 20). 

Mayne, Alison M. “Digital Sociologies.” Bristol University Press, 16 Nov. 2016, https://www.jstor.org/stable/j.ctt1t89cfr.28 

• This journal article analyzes how Twitch’s dominance as a live streaming platform in the broader digital landscape has created an environment that makes it difficult for streamers of color, and in particular Black streamers, to find the same level of visibility and economic opportunity as their white counterparts on the platform. It analyzes the way in which Twitch’s algorithm, whether intentional or otherwise, can hide the visibility of Black creators and underrepresent them in its greater sphere, as Black creators are relegated to the “other” categories on the site. The article also examines how Black streamers reconstruct their Black identities for Twitch audiences both to constrain to social norms and simultaneously challenge those preconceived notions. Black streamers use their audiences to cultivate culturally safe spaces, while also juggling the pressures of maintaining a performance on Twitch as entertainers and as business owners advertising their service for income. This article provides compelling insight into the cultural, societal and economic implications of striving for success as a Black content creator on Twitch, and raises questions about the racial biases the platform’s algorithm may be perpetuating.

Gonçalves-Dosantos, Juan Carlos, et al. “Measuring Success in Streaming Platforms.” Journal of Economic Behavior & Organization, vol. 232, 27 Feb. 2025, pp. 106941–106941, https://doi.org/10.1016/j.jebo.2025.106941. Accessed 20 Mar. 2025.

• This article measures the amount of revenue collected by contributing artists, writers and producers of those involved with digital media streaming platforms, varying from Spotify, Netflix, Twitch, and others. With this data the authors analyze how these key players contribute to the platform’s overall success in the greater digital sphere. The study uses four indicators (uniform, subscriber-uniform, proportional, and subscriber-proportional) to determine the relevance of creators on Twitch. To do this, the researchers screened and collected data on the 19 most concurrently watched Twitch streamers globally and their viewership. After scaling Twitch content creator viewership in terms of proportional activity on the platform and with their subscribers respectively, the researchers scaled these impact values in terms of revenue from the platform’s subscription fees to determine how each streamer contributed to this revenue. Using this, they concluded that exclusive viewers of a streamer have a higher influence on revenue than more casual viewers of the service. This is relevant to our project because it measures how success on Twitch is determined.

Puvogel, Jillian. The Parasocial as an Indication of the Desire for Unmediated Interactions on Twitch. Muhlenberg College, 8 Apr. 2022. JSTOR, jstor.org/stable/community.33037114.

• In this research paper, the author studies the one-sided, often unreciprocated relationship between audience members and Twitch streamers, and how this parasocial dynamic is essential to the success of the Twitch platform and digital media as a whole. The paper breaks down parasociality as it first began in television media up until the present day and its permeation in the digital media sphere, then assesses the social dynamics regarding the “Just Chatting” category on Twitch. Because interactions by viewers on Twitch are never entirely one-sided and possess the potential to receive response from the streamer, it affirms the feeling that the audience has a real connection to the creator and encourages further engagement with them. Despite this, as an example of viewer communication with creators, when chat messages to creators are ignored, it disrupts the viewer’s expectation of a response and thus weakens the stability of the relationship between them, both risking the loss of viewership and promoting viewer loyalty, as the great emotional gratification of being replied to is increased. As it relates to our project, success as a creator on Twitch may be partially due to the maintenance of this relationship, and may speak to social systems which propel the platform’s overall success in the modern digital landscape as it compares to other platforms. 

Taylor, T. L. “Esports Broadcasting: DITCHING THE TV DREAM.” Watch Me Play: Twitch and the Rise of Game Live Streaming, Princeton University Press, 2018, pp. 136–211. JSTOR, https://doi.org/10.2307/j.ctvc77jqw.8. Accessed 3 May 2025.

• Taylor approaches esports broadcasting not as a simple offshoot of television or gaming culture but as a distinct media form shaped by player driven innovation and digital experimentation. She maps its growth through three main phases, initially casual gameplay, then organized competition, and finally its transformation into a fully fledged entertainment medium, arguing that this final stage significantly altered how audiences interact with and consume esports events (pg 136). Attempts to transplant esports into traditional broadcast settings like the 2007 Championship Gaming Series failed because the rigid structures of cable TV clashed with the decentralized and interactive spirit of digital gaming culture (pg 140). Rather than adapting to old media norms, esports evolved through platforms such as Twitch, which supported experimental broadcasting strategies and community led growth (pg 144). Production teams often worked with limited gear and no formal training, relying on consumer tech and trial and error to develop livestreaming practices that prioritized immediacy, flexibility, and audience participation over sleek production value (pg 150). Taylor emphasizes that this grassroots do it yourself model allowed esports to bypass television entirely and thrive in a media environment that increasingly values user engagement and real time interaction. She also traces how this informal structure gradually gave way to more professional production models, where specialized labor and refined digital aesthetics became standard (pg 160). The coordination of visual elements like heads up displays, multiple camera perspectives, and backstage logistics became essential in making fast paced gameplay legible and entertaining, drawing from but also extending beyond traditional sports broadcasting techniques. Ultimately, Taylor argues that the success of esports lies not in its imitation of existing media formats but in its creation of a new digital broadcast model rooted in technical adaptability, community knowledge, and the unique demands of game spectatorship (pg 162).

Guo, S., Chen, H., Dai, B., Wang, M., Liu, S., Zhang, C., Liu, S., & Lu, X. (2025). Influential factors of streamer popularity in the live streaming platform. Journal of Retailing and Consumer Services, 84, 104194. https://www.sciencedirect.com/science/article/pii/S0969698924004909

• Guo and his team explore the factors that influence streamer popularity on live streaming platforms, emphasizing behavioral patterns and social connections rather than the platform’s design or the content itself. Drawing from a dataset of over 450,000 Douyu streamers from 2020 to 2023, they investigate two key elements: streaming frequency and streaming partnerships. In the first part of the study, they define popularity based on total followers and follower growth, suggesting that conventional metrics often fail to capture the dynamics of online success. Their findings reveal that follower numbers, viewer counts, and frequency of streaming are strong indicators of short-term success, whereas social network characteristics such as weakly connected components and PageRank are more predictive of long-term growth. These insights are supported by models like LightGBM, which achieve near-perfect accuracy in certain cases. The second part of the research delves into co-streaming behavior, demonstrating that a streamer’s position within their social network is a stronger predictor of popularity than the content itself. Those who are well-integrated and serve as connectors across different groups tend to experience faster growth, highlighting the importance of visibility and collaboration over mere consistency or variety. The study situates these findings within social network theory, asserting that online influence mirrors real-life dynamics where relationships and access outweigh sheer output. Guo and colleagues conclude that their research can help both streamers and brands more effectively anticipate and cultivate success in the live streaming industry (17).

VAN DREUNEN, JOOST. “Watching Other People Play Video Games, and Why.” One Up: Creativity, Competition, and the Global Business of Video Games, Columbia University Press, 2020, pp. 183–202. JSTOR, http://www.jstor.org/stable/10.7312/dreu19752.14. Accessed 3 May 2025.

• The article looks at  how the structure of gaming livestreaming is shaped by platform consolidation, monetization systems, and larger industry trends, ultimately favoring a small group of creators and major corporations. Though streaming is often presented as an accessible space open to all, the reality is that most viewership and revenue flow to large media firms, with 84 percent of YouTube gaming video plays coming from corporate owned channels, while only 6 percent go to independent streamers (pg 193). This disparity reflects how platforms boost brand safe, professionally produced content that fits corporate standards, limiting exposure for smaller or more controversial voices. Streamers who meet partner benchmarks, consistently produce content, and align with sponsor expectations are better positioned for success, while those without technical or financial support are often left behind (pg 191–192). The top streamers typically reflect dominant cultural norms, with figures like Ninja, a white Western male, gaining more visibility and financial opportunity than others (pg 186). Van Dreunen also highlights how monetization thresholds, such as minimum viewership numbers and required hours of content, create barriers that make it harder for casual or marginalized users to gain a foothold (pg 191–192). As success now often requires running a stream like a small business, including sponsorships, merchandise, and ad revenue, individual creators are increasingly replaced by teams managing production behind the scenes (pg 192). This system favors sanitized content that is advertiser friendly, sidelining creators who engage with political themes, depict violence, or speak from marginalized perspectives, since these topics are frequently demonetized or suppressed by platform algorithms (pg 193). Van Dreunen uses the PewDiePie and Warner Bros. sponsorship controversy to illustrate how financial incentives can erode trust and authenticity when affiliations are hidden from viewers (pg 192–193). In the esports arena, he shows that corporate interests play a major role in determining which games and players get attention, with projects like the Overwatch League shaping how the public understands the industry (pg 198–199). In the end, he argues that while livestreaming may appear open and democratized, it is actually governed by commercial pressures that replicate and reinforce existing power structures.

Dean, Brian. “Twitch Usage & Growth Statistics: How Many People Use Twitch? 2025.” Backlinko, 14 April 2025, https://backlinko.com/twitch-users. Accessed 2 May 2025.

• The article “Twitch Usage and Growth Statistics: How Many People Use Twitch?” by Brian Dean, which was published on April 14, 2025, provides a thorough analysis of Twitch’s rise to prominence as a live-streaming network. According to the article, Twitch currently has over 240 million unique monthly visitors, a substantial rise from the 55 million it received in 2015. Additionally, it states that over 98,000 live broadcasts take place concurrently at any given moment, and that about 35 million people interact with the site every day. According to the article’s analysis of user demographics, 73% of Twitch users are under the age of 34, and 63% of users are men. Nearly a quarter of Twitch’s user population, or roughly 35 million monthly active users, are located in the United States. The report also notes that with over 60 billion view hours, “League of Legends” is the most popular game on the platform. Backlinko, an excellent source for learning about Twitch’s user base and development trajectory is Dean’s essay. Through the compilation of information from reliable sources like Semrush, Statista, and TwitchTracker, the article offers a comprehensive overview of the platform’s development. From its launch in 2011 with 3.2 million monthly users to its present position with over 240 million monthly users, it charts Twitch’s development. Insights into Twitch’s worldwide popularity and reach are provided by the availability of comprehensive information, such as the number of concurrent viewers and the user distribution by nation.

Jodén, Henrik, and Jacob Strandell. “Building Viewer Engagement through Interaction Rituals on Twitch.Tv.” Information, Communication & Society, vol. 25, no. 13, 2022, pp. 1969–86, https://doi.org/10.1080/1369118X.2021.1913211.

• In their paper, “Building Viewer Engagement Through Interaction Rituals on Twitch.tv,” which was published in Information, Communication & Society, Henrik Jodén and Jacob Strandell explore how broadcasters use interaction rituals to foster viewer engagement on Twitch. The authors examine four gameplay streams using Randall Collins’ Interaction Ritual theory to pinpoint the factors that encourage viewers’ parasocial connections and emotional vitality. According to their results, active audience interaction and inclusion tactics including streamer authenticity, viewer identification, and the usage of collective pronouns are crucial for fostering a feeling of community. These customs, which mimic offline social interactions and support long-term viewer engagement, include shared jokes and symbolic items like emoticons. The study emphasizes the importance of social dynamics in live-streaming settings, implying that the capacity of the broadcaster to create engaging and emotionally impactful experiences is just as important to Twitch stream success as gaming content. Jodén and Strandell shed important light on the sociological features of online communities by showing how digital platforms may mimic the social cohesiveness seen in in-person events. Their work advances our knowledge of digital engagement routines and how they help create captivated virtual audiences.

Speed, Abbie, et al. “Beyond the Game: Understanding Why People Enjoy Viewing Twitch.” Entertainment Computing, vol. 45, 2023, pp. 100545-, https://doi.org/10.1016/j.entcom.2022.100545.

• The reasons for Twitch viewing are explored in the essay “Beyond the Game: Understanding Why People Enjoy Viewing Twitch,” which was published in Entertainment Computing (Volume 42, 2022). The study finds important elements that draw and keep viewers, including the entertainment value of live video, the sense of community, and contact with streamers, through qualitative interviews with forty-three Twitch users. The study emphasizes how Twitch functions as a social place where viewers can interact and feel like they belong in addition to being a platform for gaming content. By highlighting the social and psychological factors that influence user engagement on live-streaming platforms, this study advances our knowledge of digital media consumption. It emphasizes how crucial community development and interactive elements are to improving the viewing experience. Researchers interested in the dynamics of online communities and digital entertainment, as well as content producers and platform developers, will find value in the results.

de Wit, Jan et al. “Live Streams on Twitch Help Viewers Cope With Difficult Periods in Life.” Frontiers in psychology vol. 11 586975. 20 Nov. 2020, doi:10.3389/fpsyg.2020.586975 https://pmc.ncbi.nlm.nih.gov/articles/PMC7714943

• Using qualitative interviews, the researchers show how parasocial relationships and one-sided emotional bonds people form with streamers can create a sense of comfort, stability, and connection. Spending time with streamers became a part of their daily routine for many viewers. After a hard day of work, watching Twitch brought structure and company to thier lives. Even if the interaction isn’t directly two-way, just being part of the livestream and chatting can make viewers feel less alone. Chats inside livestreams can play an important role, too. Even when the viewers don’t actively participate in the chat, simply being in that shared live stream can offer a feeling of belonging. The study doesn’t suggest Twitch is replacing professional mental health support. Still, it does show how online communities can fill emotional gaps in people, especially for those without strong real-life socializing skills. This study adds depth to our understanding of digital intimacy and real-life isolation, showing that these digital spaces can be more meaningful and personal than they might appear. Overall, the article contributes to broader conversations around mental health and online platforms by showing how viewers use Twitch to manage emotional challenges and loneliness in their own ways. It also shows that livestreams can provide genuine comfort and connection when people need it most. It also pushes back against the idea that parasocial relationships are inherently shallow or empty. 

Chen, Jiada, and Junyun Liao. “Antecedents of Viewers’ Live Streaming Watching: A Perspective of Social Presence Theory.” Frontiers in psychology vol. 13 839629. 31 Mar. 2022, doi:10.3389/fpsyg.2022.839629 https://pmc.ncbi.nlm.nih.gov/articles/PMC9008234

• Chen, Jiada, and Junyun Liao use Social Presence Theory to study why viewers are drawn to livestream platforms like Twitch and what makes them stay. Through survey-based quantitative analysis, the study identifies factors like perceived intimacy, emotional engagement, and real-time interactivity as the main factors affecting user satisfaction. The more a viewer feels present with a streamer, like they’re in the same social space, the stronger their attachment to the streamer and the community. One of the study’s main factors was that livestreams are not just about watching content, but it’s about feeling connected with others. Streamers who read and react to chat messages, speak directly to viewers, or show vulnerability and build emotional closeness within the community blur the line between media consumption and interpersonal interaction. Also, viewers gain a sense of co-presence through active chatrooms, inside jokes, shared emotes, and viewer-to-viewer or fan-to-fan interactions deepen engagement. The authors argue that this digital social closeness influences viewing patterns more than traditional factors like video quality or game genre. The paper is especially useful for understanding how emotional and social cues shape the user experience in live digital environments. It contributes to broader discussions about media intimacy, audience participation, and the psychology behind online community building.

Li, Yi, Chongli Wang, and Jing Liu. “A Systematic Review of Literature on User Behavior in Video Game Live Streaming.” International Journal of Environmental Research and Public Health, vol. 17, no. 9, 2020, p. 3328. https://doi.org/10.3390/ijerph17093328.

• Li, Yi, Chongli Wang, and Jing Liu use findings from over 50 studies published between 2015 and 2019 to give a broader view of why people watch video game livestreams. Instead of focusing on one platform or region, they pull from a range of sources to show common patterns in viewer behavior. The study identifies three main motivations that keep people coming back: entertainment, social interaction, and learning. It’s not just about watching someone play a game; it’s about feeling part of something. Whether the viewers are chatting with others, reacting in real time, or just lurking and observing, the sense of presence and community is a big part of the appeal. The article also highlights how certain platform features like chat, emotes, and donation systems play a much bigger role than people might assume. These features help viewers to express themselves, interact with streamers, and build a community with other fans. Another point the researcher emphasizes is that many viewers aren’t only there for fun. A large portion is watching to learn. Viewers can watch to improve their gameplay, understand strategies, or even pick up soft skills like how to engage an audience. This study also points out what’s missing in the current research. Most studies in this area still focus on Western users and platforms, which leaves out important cultural differences in how livestreaming works globally.