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Social Media Algorithms and Social Movements: The Impact of Information Bubbles and Disinformation on Public Discourse.


Thesis statement:

The social media platform Twitter has played a key role in driving the global spread of social movements, enabling different regions and groups to access information and organize action quickly. However, these platforms’ algorithmic recommendation mechanisms and user-customized information flows simultaneously exacerbate the spread of filter bubbles and misinformation, exposing users to content from a single perspective, weakening the rational basis of public discussion, and affecting the authenticity and diversity of social movements.

Introduction:

With the spread of social media around the world, platforms such as Twitter have played an important role in driving social movements. Through its instant information dissemination function, Twitter can quickly disseminate the core issues and action plans of social movements, so that different regions and groups can receive relevant information and participate in a short time. Take #BlackLivesMatter and #MeToo, for example, which have leveraged the viral nature of Twitter to spark social discussion and political action across the globe. However, as the platform’s algorithms become smarter, Twitter not only increases the speed at which information spreads but also introduces the problem of filter bubbles and misinformation. Users receive customized information feeds that immerse them in content from a single perspective, which weakens the rational basis of public discussion and affects the authenticity and diversity of social movements. This article will explore the positive role of Twitter in social movements and its negative effects, and I will first analyze how Twitter drives social movements through the rapid dissemination of information. It then explores how Twitter’s algorithms contributed to an information bubble that led to the polarization of public opinion. Finally, the impact of the spread of disinformation on social movements is discussed, emphasizing how it weakens the authenticity of movements. Through these analyses, this paper aims to reveal the dual role of social media in social movements and calls for improved platform management mechanisms to promote rational and pluralistic public discussion. 

Twitter promotes the efficiency of information dissemination in social movements

As the core platform of social media, Twitter has become a communication tool that cannot be ignored in modern social movements due to its instantaneity and universality of information transmission. In contrast to traditional media reports, Twitter’s structure allows information to be posted and reposted within seconds, enabling unprecedented speed of transmission. It builds a huge information network through hashtags, retweets and follow systems, enabling users to participate in global discussions across geographical and cultural restrictions in a very short time (Hampton, 2015). This immediacy is evident in multiple social movements, such as the #BlackLivesMatter (BLM) movement, where bystanders posted videos of police violence that swept the world in a matter of hours, quickly transforming BLM from a local American protest to the centre of a global conversation about racial justice. Twitter’s hashtag mechanism not only helps users focus on specific issues but also organizes dispersed individual experiences into visual collective expressions, greatly enhancing the cohesion and dissemination of public opinion. At the same time, Twitter’s multilingual hashtags and visual elements, such as pictures and videos, help reduce cultural differences, allowing non-English speaking users to quickly understand events and engage with them. In the #MeToo movement, derivative hashtags such as “#BalanceTonPorc” (French) have shown how Twitter can effectively transfer the movement’s ideas from the English context to different linguistic contexts, inspiring global demands for gender equality. At the same time, Twitter’s recommendation algorithm plays an important role in information dissemination. By analyzing user behaviour data such as likes, retweets, and time spent on the site, Twitter continuously pushes content to users that they may be interested in, thus forming a focusing mechanism for hot topics. Emotionally intense content, especially tweets that contain expressions of anger, fear, hope, etc., are more likely to be identified and recommended at the top by algorithms that help trigger emotional resonance in users and translate it into offline action. In the case of BLM, the outrage over George Floyd’s death was repeatedly cited and retweeted on Twitter, prompting users to take their protests offline. The #MeToo movement has demonstrated Twitter’s potential as an effective public, a safe space for countless victims to tell their personal stories, allowing otherwise unspeakable pain to be expressed, an accumulation of emotions that not only drives social resonance but also creates enduring political pressure. In short, the role of Twitter in social movements is not only a platform for information release but also constitutes a networked public sphere. Although there are still problems in this field such as unequal distribution of discourse power and consciousness, but its undeniable driving force in social change has been widely validated (Benkler et al., 2015).

How does the Twitter algorithm exacerbate information bubbles and polarization

Although Twitter shows great value in communication efficiency, the algorithmic mechanism behind it inevitably leads to the problem of “information bubble” and “opinion polarization”, which poses a challenge to public rationality in social movements. By tracking users’ interests, preferences, interactions and social networks, Twitter creates a personalized flow of information for users, which is ostensibly designed to enhance the user experience but creates a one-way flow of information. Hampton (2015) pointed out that new communication technologies have enhanced the “persistence” and “extensiveness” of community connections, but such connections are often selective, and users are more inclined to interact with people with the same views, thus exacerbating the trend of information homogenization. In the browsing process, users are constantly exposed to content that is consistent with their own positions, and because the platform recommendation mechanism tends to push “known preferences” content, it is difficult for users to access different opinions and multiple viewpoints and eventually fall into the “echo chamber” where their own views are constantly strengthened. This “filter bubble” phenomenon breaks down the information exchange between different groups, and issues related to social movements are therefore more likely to be labelled and dualistic. Hampton and Wellman (2018) pointed out that social media makes people more likely to be pushed into a closed information environment, which suppresses rational discussion and intensification of information uniformity within the platform, which gradually weakens the diversity and rational foundation of the public in information transmission. Taking the US election as an example, Twitter users’ access to information on political topics gradually presents partisan division, with conservatives and liberals almost forming parallel worlds. Both sides constantly strengthen their views in the isolated information environment, demonizing and absolutizing opposing positions (Freelon et al., 2020). Similar trends have been seen in social movements, where both supporters and critics of BLM (Black Lives Matter) often see only information about their own positions, which not only weakens the space for dialogue, but also exacerbates social misunderstanding. For example, some false or exaggerated reports of violence at BLM protests spread quickly among conservative user circles, and the lack of a verification mechanism makes it difficult for information to be corrected. Twitter’s algorithmic system plays a role in this polarization, with its recommendation mechanism favouring fast-moving, highly interactive content, which tends to be emotional and polarizing. In social movements, algorithms therefore continuously push emotionally strong content, thus transforming individuals from rational discussants into emotional participants, and public participation on Twitter gradually deviates from the original intention of rational debate and turns into emotional expression and confrontation of positions. In theory, the public sphere should be an open, inclusive and rational space. But on Twitter, because algorithms determine what people see, it’s easy to divide users into isolated “cliques.” The lack of communication among these “small circles” has led to issues related to social movements becoming more and more emotional and labeled in the process of spreading, ignoring the complexity of the issues themselves. While Twitter makes it easier for people to post opinions, its algorithms push information based on user preferences so that what everyone sees becomes more and more similar. Over time, people are only exposed to information that is consistent with their own views, and it is difficult to understand the views of other groups. This homogenization of information can weaken the public base of social movements, especially on issues where consensus is not easy to achieve and cooperation between different groups is required, making it harder to advance in such an environment.

How does false information undermine the credibility of social movements

In addition to the information bubble issue, another key challenge for Twitter in social movements is the rapid spread of disinformation. Due to the extremely low threshold of information release on Twitter, any user can post content in real time and be quickly forwarded. The lag of information review and fact-checking mechanism on the platform makes false information easily mixed into the narrative of the movement and causes substantial harm to the movement itself. Disinformation can not only mislead the public but can also be used as a tool against the movement, thus weakening the legitimacy and organization of social movements. During the COVID-19 epidemic, a large amount of false content about the origin of the virus and epidemic prevention policies spread on Twitter, such as the conspiracy theory about the “5G spread virus” spread globally through Twitter, although the scientific community quickly refuted the rumor, but its impact on some public psychology can not be completely reversed. The same phenomenon also appears in social movements. Take #BLM as an example, many false videos about protesters’ “beating, smashing, looting and burning” have been spread maliciously, and some even old videos have been re-edited and dubbed to pretend to be new events. This kind of information is quickly retweeted without timely refuting rumors, which not only increases public panic, but also is used to discredit the entire movement, affecting its international image and public support. Twitter’s censorship mechanism often relies on user reports and human reviews, and its efficiency lags far behind the speed of dissemination, making it difficult to reverse the impact of fake content even if it is removed after the fact. At present, the academic community also points out that social media is still in a passive stage in terms of false information identification and response and lacks systematic early warning mechanisms and real-time error correction means (Guo et al., 2020). To make matters more complicated, organized disinformation dissemination (such as “information jamming warfare” or “water army intervention”) often has a political purpose, interfering with the direction of social movements by controlling the narrative framework (Freelon et al., 2020). For example, in the #MeToo movement, there has been offensive content and fabricated rumors against female storytellers, which not only hit the parties but also made other potential speakers silent fear, inhibiting the expansion of the movement. According to research, false information is more likely to attract users’ attention and forward than true information, and its propagation speed is much faster than true news, which magnifies the influence of false information on sports (Vosoughi et al., 2018). The way false information spreads on Twitter is very consistent with the platform’s mechanisms for encouraging high interaction. Content with high impact and strong emotions is more likely to be recommended to more people. This makes it easier for people to focus on information that is hard to distinguish between true and false and carries strong emotions. Especially when the fake information contains emotional mobilization content such as fear or anger, users are more likely to repost the information in the heat of the moment, rather than calmly judging the truth. Such an emotion-driven way of communication will further make people ignore the authenticity of information. The damage that disinformation does to social movements doesn’t just make people lose trust, it also makes the focus of the issues blurred and even diverted. When public attention is diverted by the manipulation of disinformation, it is difficult to gain sustained attention to the unfair issues that were intended to be focused on. In the end, the narrative of the social movement is disturbed, the goal is blurred, and the energy of the movement is weakened. Therefore, how to improve information quality control while ensuring the free flow of information is a problem that Twitter needs to solve, and it is also about whether social media can truly become a force to promote social progress.

Conclusion:

In conclusion, Twitter as a global social media platform, has shown great influence in promoting social movements. Through hashtags, retweets, and personalized recommendations, Twitter has greatly increased the speed at which information spreads, enabling social movements to quickly gain traction, resonate with the public, and propel them into collective action. The success of campaigns such as #BlackLivesMatter and #MeToo is a direct reflection of Twitter’s efficient communication and emotional mobilization. However, this efficiency also hides serious problems. While enhancing user participation, the platform algorithm also creates an information bubble, making the information isolation between different positions increasingly serious, and the public discussion space tends to be closed and polarized. More seriously, the rapid spread of false information on the platform not only misleads the public but also calls into question the legitimacy of social movements, affecting their achievements and sustainability. So, Twitter both fuels social movements and creates their vulnerabilities. To enhance the positive impact of social media in public affairs, platforms need to re-examine their algorithms and information management rules. Only by making content moderation more transparent, improving algorithms’ ability to make multiple recommendations, and establishing a trusted fact-checking system can social media truly take on the responsibility of promoting rational public discussion and social change. Future social movements cannot be separated from the support of social platforms, but more importantly, a reasonably structured, just and credible digital public space is needed.

References:

Benkler, Y., Roberts, H., Faris, R., Solow-Niederman, A., & Etling, B. (2015). Social Mobilization and the Networked Public Sphere: Mapping the SOPA-PIPA Debate. Political Communication32(4), 594–624. https://doi.org/10.1080/10584609.2014.986349


Freelon, D., Marwick, A., & Kreiss, D. (2020javascript:Announcement.searchAnnouncements(‘2’)). False equivalencies: Online activism from left to right. Science369(6508), 1197–1201. https://doi.org/10.1126/science.abb2428


Guo, B., Ding, Y., Yao, L., Liang, Y., & Yu, Z. (Eds.). (2020). The Future of False Information Detection on Social Media: New Perspectives and Trends. ACM Computing Surveys53(4), 68-68:36. https://doi.org/10.1145/3393880


Hampton, K. N. (2015). Persistent and Pervasive Community. American Behavioral Scientist60(1), 101–124. https://doi.org/10.1177/0002764215601714


Hampton, K. N., & Wellman, B. (2018). Lost and Saved . . . Again: The Moral Panic about the Loss of Community Takes Hold of Social Media. Contemporary Sociology: A Journal of Reviews47(6), 643–651. https://doi.org/10.1177/0094306118805415


Vosoughi, S., Roy, D., & Aral, S. (2018). The Spread of True and False News Online. Science359(6380), 1146–1151. https://www.science.org/doi/10.1126/science.aap9559

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16 responses to “Social Media Algorithms and Social Movements: The Impact of Information Bubbles and Disinformation on Public Discourse.”

  1. GeorgeSpence Avatar

    This is an engaging paper and interesting argument!

    I think you make a great point about the misinformation through Twitter and how online users can get manipulated through certain movements such as the MeToo and BlackLivesMatter movements you have outlined. This makes me realise how bad Twitter can be as an online platform in spreading misleading information, compared to other platforms such as Instagram and Facebook. You make a great point though with how Twitter can be used in a positive way in promoting movements and allowing online users to come together as a community. Great read! Thanks – George

    1. 21251915@student.curtin.edu.au Avatar

      Hi George,

      Thank you so much for your thoughtful feedback! I’m really glad you found the paper engaging and that the discussion on misinformation through platforms like Twitter resonated with you. You’re absolutely right—while Twitter can sometimes be a source of misleading information, it also has the power to foster meaningful dialogue and unite people around important causes. It’s great to hear that the paper sparked some reflection on the role of different social media platforms. I really appreciate you taking the time to read and share your thoughts!

      Thanks,
      ——(Jalynn)Jie Zhou

  2. Liulin Ai Avatar

    Hi Jie Zhou
    In my opinion, this article has enabled me to see more clearly that Twitter is both a driving force and a destructive force in social movements. On the one hand, it enables information to spread very fast. Things like #MeToo or #BlackLivesMatter can quickly draw global attention. On the other hand, however, its algorithm is prone to trapping people in an information cocoon, preventing them from seeing different voices. I think social media really needs a fairer and more transparent recommendation mechanism, so as to truly promote rational discussions instead of intensifying confrontation.

    1. 21251915@student.curtin.edu.au Avatar

      Hi Liulin,

      Thank you for your insightful comment! I completely agree with your perspective—Twitter indeed plays a double-edged role in social movements. Its ability to amplify voices and bring global attention to causes like #MeToo and #BlackLivesMatter is powerful, but as you mentioned, the algorithmic nature of the platform can also limit exposure to diverse viewpoints. Your point about the need for a more transparent and balanced recommendation system is especially important. I believe that only through such improvements can social media truly support constructive dialogue and meaningful change.

      Thanks again for engaging with my work!

      Best regards,
      ——(Jalynn)Jie Zhou

  3. SammLaw Avatar

    Hello,

    I liked your point about misinformation through certain platforms. I found when doing my research on OnlyFans being a viable career I was shocked at how many people assumed that it would be a guaranteed success as they too were cocooned by the information of the successful OnlyFans models.
    I suppose I should then try and examine my own feed to see what kind of “echo chambers” I might be in myself.

    Link to my paper below if your interested:
    https://networkconference.netstudies.org/2025/onsc/5936/onlyfans-being-a-viable-career-options-for-young-women/

    1. 21251915@student.curtin.edu.au Avatar

      Hi SammLaw,

      Thanks so much for your comment! That’s a really interesting connection you’ve made between the perception of success on OnlyFans and the broader issue of misinformation and echo chambers. It’s fascinating how algorithms can create such skewed impressions—whether it’s about social movements or career paths—by mostly showing us success stories and dominant narratives. I think your idea of examining your own feed is a great step; it’s something we could all probably benefit from doing more often. I really appreciate you sharing that perspective!

      Thanks,
      ——(Jalynn)Jie Zhou

  4. 21251902@student.curtin.edu.au Avatar

    Hi,Jie

    I really like that you used the examples of #BlackLivesMatter and #MeToo to illustrate how Twitter spreads social movements rapidly, which makes the article very persuasive.

    This reminds me of my own paper, in which I studied how the TikTok algorithm affects the dissemination of feminist topics. Although the two platforms are different, the algorithms play a similar role in promoting and restricting information.

    I also have a question: Do you think if Twitter changes its recommendation mechanism, for instance, by reducing the weight of emotional content, would it instead lower the dissemination power of social movements? This balance seems rather difficult to master.

    Best,
    Yu Zhou

    1. 21251915@student.curtin.edu.au Avatar

      Hi,Yu Zhou

      Thank you so much for your thoughtful comment! I’m really glad you found the examples of #BlackLivesMatter and #MeToo persuasive—they’re such powerful examples of how social media can rapidly mobilise people and amplify important voices.

      Your paper on TikTok and feminist topics sounds fascinating! I completely agree that while the platforms differ in form, their algorithms share the power to promote and limit information depending on how they’re designed.

      Your question about Twitter adjusting its recommendation mechanism is an interesting one. I think you’re right—it’s a tricky balance. Reducing the weight of emotional content might help reduce misinformation and polarization, but it could also weaken the emotional momentum that often drives social movements forward. Emotional engagement is often what makes people care and take action, so removing too much of that might risk diluting the message.

      Thanks again for raising such a great point—I’d love to read your paper too if you’re happy to share it!

      Best,
      Jie Zhou

  5. Eva Avatar

    Hi Jie Zhou,

    Thank you for such a compelling and well-structured paper! I particularly appreciated your nuanced approach to Twitter’s dual role in facilitating and fragmenting social movements. Your examples—especially the international reach of hashtags like #MeToo and #BlackLivesMatter—offered a clear picture of how quickly information can become both a tool for empowerment and a vector for misinformation.

    In my own paper on Radicalisation pathways on YouTube (https://networkconference.netstudies.org/2025/onsc/6010/youtube-as-a-radicalizing-force-the-promotion-of-the-alt-right-pipeline/), I explored a similar tension: how algorithmic design that prioritizes engagement can simultaneously support community-building while deepening ideological silos and fostering extremism. Like Twitter, YouTube also pushes emotionally resonant content that can escalate outrage rather than invite dialogue.

    One question I’d love to ask is: How do you think platforms like Twitter can strike a balance between rapid information sharing and quality control without compromising free expression? Do you see community-based moderation or algorithmic transparency as more effective long-term strategies?

    Thanks again for your thoughtful work—I look forward to hearing your take!

    1. 21251915@student.curtin.edu.au Avatar

      Hi Eva,

      Thank you so much for your kind words and thoughtful feedback! I really appreciate you taking the time to engage so deeply with my paper. I’m glad the examples of #MeToo and #BlackLivesMatter resonated with you—they really highlight how social media platforms can both unite and divide depending on how information is circulated.

      I had a look at your paper on radicalisation pathways on YouTube—it’s fascinating and incredibly relevant. I think you’re absolutely right that the engagement-driven design of platforms like YouTube and Twitter can inadvertently intensify ideological silos. The emotional appeal of content is powerful for mobilizing communities, but as you pointed out, it can also promote outrage and hinder meaningful dialogue.

      As for your question: I think finding that balance between information speed and quality is one of the biggest challenges platforms face. Personally, I believe a combination of approaches might be most effective—algorithmic transparency to increase accountability, paired with some form of community-based moderation to ensure that context and cultural nuance are taken into account. Neither solution is perfect on its own, but together they might help platforms become more socially responsible without stifling expression.

      Thanks again for such an engaging response—I’d love to keep the conversation going!

      Best,
      Jie Zhou

  6. lexis.leonardi@gmail.com Avatar

    Hello! I really liked your paper it’s super clear and explains things well. You did a great job showing how Twitter can help social movements grow, like with hashtags such as #MeToo and #BlackLivesMatter, but also how it can cause problems like fake news and people only seeing one of the side. It all made a lot of sense! One thing you could maybe try is using shorter sentences or simpler words in some spots to make it even easier to read. Just wondering do you think Twitter is still a good tool for social change, or are the downsides starting to outweigh the benefits?

    Once again I enjoyed reading your paper!

    1. 21251915@student.curtin.edu.au Avatar

      Hi Lexis,

      Thank you so much for your kind words! I really appreciate you taking the time to read my paper and share your thoughts. I’m glad the points about Twitter’s role in supporting movements like #MeToo and #BlackLivesMatter—and also the risks of misinformation and echo chambers—came through clearly.

      That’s a great suggestion about simplifying some of the language and sentence structure—I’ll definitely keep that in mind for future revisions. Making academic writing more accessible is something I’m always trying to improve.

      As for your question, I think Twitter can still be a powerful tool for social change, especially when it comes to raising awareness quickly and giving marginalized voices a platform. But I also think the downsides—like the spread of fake news, emotional manipulation, and limited exposure to opposing views—are becoming harder to ignore. Whether the benefits still outweigh the risks probably depends on how the platform is used and whether reforms (like algorithm transparency or better moderation) are introduced.

      Thanks again for your thoughtful comment—it really means a lot!

      Best,
      Jie Zhou(Jalynn)

  7. Tiffany Angelica Avatar

    Helloo!! I find your paper very interesting, as we can see nowadays Twitter’s ability to facilitate quick information sharing and mobilization has had a big impact on the global spread of social movements. Twitter’s hashtag system, retweets, and algorithmic suggestions helped movements like #BlackLivesMatter and #MeToo achieve international support by enabling users from different areas to swiftly engage with concerns. But the platform also encourages false information and filter bubbles, which threatens the legitimacy of the movement and reasoned public debate.

    1. 21251915@student.curtin.edu.au Avatar

      Hello Tiffany,

      Thank you for reading my thesis and leaving such an enthusiastic comment! I’m very glad that you find the content interesting and agree with my analysis of the role of Twitter in promoting social movements. You mentioned that Twitter’s tag system, retweet function and algorithmic recommendation are indeed important tools for driving global attention to movements such as #BlackLivesMatter and #MeToo, and I completely agree with this.

      You have also accurately pointed out the other side of the problem: While these functions amplify the sound, they may also contribute to the spread of false information and the formation of information cocoons, thereby weakening the credibility of the movement and the space for rational discussion. This double-edged sword characteristic of “magnifying advantages vs. magnifying risks” is precisely what I most want to emphasize in my writing.

      Thank you again for your feedback and thoughts! If you are also researching similar topics, welcome to continue communicating!

      Best wishes!
      Zhou Jie(Jalynn)

  8. Andrew Joyce Avatar

    Hi Jalynn,

    Nice paper on Twitter and its role in social change.

    From our readings during this unit, we’ve learned that the ownership of social media platforms can directly influence their governance and moderation policies.

    Do you think that Musk’s ownership has changed Twitter? Do you think his changes to its moderation policies and algorithms have altered how activism is amplified on the platform?

    Has it become a more open space under his control for grassroots movements, or will it deepen bubbles and further promote misinformation?

    My paper is on a similar topic. Feel free to read and provide some feedback.

    https://networkconference.netstudies.org/2025/onsc/5099/shaping-public-discourse-xs-influence-on-social-justice-movements/#comment-6523

    Thanks,
    Andrew

    1. 21251915@student.curtin.edu.au Avatar

      Hello Andrew,

      Thank you very much for reading my thesis and leaving such in-depth comments! You mentioned the impact of “ownership” on social platforms on platform governance and content moderation policies. This is indeed a very important and realistic perspective.

      Regarding the changes since Musk took over Twitter, I think he has indeed made significant adjustments to the platform’s content moderation, recommendation algorithms, and the boundaries of freedom of speech. In a sense, he promoted the concept of “absolute freedom of speech”, which might have provided more exposure space for some grassroots movements. But at the same time, this relaxed regulation has also opened up more channels for false information, extreme remarks and even harassment.

      From the perspective of the dissemination of social movements, I think this change is a double-edged sword. On the one hand, the voice of decentralization might be more easily heard; On the other hand, due to the lack of an effective review mechanism, those who are already on the fringes of information are more likely to fall into the “echo chamber” and have greater access to diverse viewpoints. Overall, I am concerned that this trend is more likely to exacerbate information fragmentation rather than truly promote the rationalization of public discussion.

      Thank you for your message and thoughts. I hope we can continue to exchange our viewpoints with each other.

      Best wishes!
      Jie Zhou(Jalynn)