Social Media Commons^™

Cooperation, Collaboration, And Community In Horror And Suspense Games, Rachel Kerr, Monica Evans, Cameron Irby, Cheri Tang

ELO (un)supervised 2026

Cooperation has been a staple in video and analog games since their inception. From couch co-op to social deduction games, there are few games that cannot be enjoyed cooperatively in some way. Even games that are not inherently cooperative can be played collaboratively, from single-player games enjoyed by multiple people in the same room to PvP games where players opt for teamwork despite explicitly competitive mechanics. In horror and suspense games, cooperation tends to form strong communicative bonds between players. The four papers in this panel examine how communities form in and around horror and suspense games, and how those …

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …

Normalizing Ai: The Evanishing Effect And Rethinking The Machine Heuristic, Bumju Jung, Cameron W. Piercy, Patric R. Spence

Human-Machine Communication

This study examines how people evaluate factual claims attributed to human journalists versus artificial intelligence (AI) news bots, and how these evaluations are shaped by individual endorsement of the machine heuristic. An online experiment (N = 233) used a 2 (Agent: human vs. AI) × 2 (Information Veracity: accurate vs. inaccurate) design in which participants viewed a short tweet embedded in either a human or AI profile and then rated perceptions of source credibility, objectivity, bias, and accuracy. Endorsement of an AI-focused machine heuristic was significantly associated with higher source credibility, perceived objectivity, and perceived accuracy, and lower perceived bias, …

Performing The Digital Identity: A Media Discourse Analysis Of Online Identity Construction, Dalya Qasem

Graduate Studies Theses and Dissertations 2026

This dissertation investigates how news media construct narratives about TikTok and its role in shaping digital identity. While existing scholarship has examined issues such as privacy, marketing, and entertainment, less attention has been given to how identity is represented, negotiated, and understood within public discourse. Using Critical Discourse Analysis (CDA) combined with computational text analysis through Voyant Tools, this study analyzes a corpus of 111 news articles published between 2020 and 2025 that explicitly reference TikTok and identity. The analysis identifies prominent keywords, topics, and rhetorical patterns across media texts. Furthermore, the research demonstrates a critical analysis of popular understandings …

Gen Z Perspectives On Mental Health Service Interaction: A Qualitative Content Analysis Of Reddit Discourse, Victor A. Aguiar

Honors Undergraduate Theses

Compared to prior generations, Generation Z engages with mental health and mental health service interaction in distinct ways, frequently using social media platforms to share experiences, concerns, and opinions. Previous research has examined mental health discourse on Reddit; however, much of this work relies on inductive thematic approaches and offers limited focus on mental health service interaction and the factors influencing utilization. Guided by the Theory of Planned Behavior (TPB), this study examines how Generation Z discusses mental health service use through online discourse. Public Reddit posts authored by users identifiable as Generation Z, based on self-reported age, school enrollment, …

The Impact Of Social Media Movements On Policy Changes Made In The United States, Michelle Levy Korine

Honors Undergraduate Theses

This study focuses on researching the relationship between social media movements and policy changes in the United States. Over the last decade, digital platforms such as TikTok, Instagram and X have become important tools to encourage political involvement. These platforms have led to an increase in public participation, movements to become more popular and to organize protests. Many current studies focus on the social and cultural aspects of online activism, but fewer examine wither these movements lead to the legislative change asked for.

This thesis relies on the question, "To what extent does social media activism contribute to policy change …

Creation And Representation: Rhetorical Effectiveness Of Audience Construction Within The Deaf Vlogging Community, Imani Rodriguez

Honors Undergraduate Theses

Diverse minority groups use YouTube as a platform to share stories, grow brands, and develop communities online. While previous research has investigated Deaf-focused videos on YouTube, past focus has been on video genres, creator purpose, and how content engages with existing representation and stigma (Hibbard & Fels, 2011; Li et al., 2022; Souza et al., 2023; Martzos et al., 2021; Oliveira et al., 2021; Parton, 2016). There has also been research on how online communities can initiate open conversation for many minority groups that may not be possible due to location, disability, or censorship (Case, 2012).

This research focuses on …

A Qualitative Analysis Of Youtube-Based Dietary Messaging On Type 2 Diabetes For South Asians, Sukhmani K. Dhaliwal

Honors Undergraduate Theses

While South Asians experience a disproportionately high risk of Type 2 Diabetes Mellitus (T2DM), culturally tailored dietary guidance remains limited within healthcare settings. As digital platforms increasingly serve as sources of health information, YouTube has grown as a prominent space for the publishing and consumption of dietary advice. This study examines how diet-related messaging about T2DM is communicated in YouTube videos directed at South Asian populations.

Using qualitative thematic analysis, 21 videos published between 2016 and 2025 by influencers with a wide reach were analyzed. Videos were selected based on relevance to South Asian audiences, focus on dietary management of …

Creepy, Invasive, And Exploitative Algorithms: A Cpm Analysis Of Users' Privacy Breakdowns And Recalibration Practices With Social Media Algorithms, Matthew J. A. Craig, Jeffrey T. Child

Human-Machine Communication

Social media content filtering algorithms can both provide desired personalized content and ads for users. However, sometimes these recommendations can resemble individual private information. How might users navigate these experiences to best manage their private information? The present exploratory study utilizes the rules- and systems-based framework of communication privacy management (CPM) theory to explore social media users’ experiences of privacy breakdowns with social media algorithms and investigates what users do in response to said breakdowns. These responses were refined using content analysis and divided into different categories of privacy breakdowns and recalibration strategies. Implications for future research surrounding human-machine communication …

College Students’ Perceptions Of Artificial Intelligence (Ai) Risks And Benefits In Pakistan, Rauf Arif, Muhammad Ittefaq, Lamia Zia

Human-Machine Communication

With the rapid advancements in technology over the past 2 decades, it has become crucial to understand people’s attitudes toward artificial intelligence (AI) adoption and its associated risks. Given the increasing access to the AI technologies, it is imperative to examine how young people in non-Western societies like Pakistan perceive AI risks and benefits. We conducted an online survey of college students who had used AI technology in the past 6 months. The results of our study indicate that the majority of college students view AI technology positively and perceive it as an opportunity to enhance workplace productivity. In addition, …

Mental Illness Identity And Social Media Use In Generation Z, Tobey Smith

Honors Undergraduate Theses

The present study investigated factors that predict a high degree of mental illness identity among Generation Z college students. Specifically, the author aimed to evaluate social media use and other psychosocial factors, including social isolation, self-esteem, well-being, discrimination, and attitude toward recovery. Two-hundred and seventeen participants were recruited using SONA and social media. Participants completed scales to measure the variables of interest: Illness Identity Questionnaire - Mental Health, Rosenberg Self-Esteem Scale, Warwick-Edinburgh Mental Well-being Scale, Hope and Coping in Recovery Scale, Cornwell Perceived Isolation Scale, Stigma Scale, Social Media Use Scale, and a set of demographic questions. Pearson bivariate correlations, …

A Systematic Review Of The Effects Of Ai-Assisted Moderation On Individuals And Groups, Zehui Yu, Lukas Otto, Dennis Assenmacher, Claudia Wagner

Human-Machine Communication

This review paper provides a conceptualization of AI-assisted content moderation with various degrees of autonomy and summarizes experimental evidence for how different levels of automation in content moderation and related losses of autonomy affect individuals and groups. Our results show that current research predominantly focuses on individuallevel effects, necessitating a shift toward understanding the impact on groups. The study highlights gaps in exploring different levels of AI-assisted moderation interventions and misalignments of different conceptualizations that make comparing research results difficult. The discussion underscores the prevailing emphasis on harmful content removal and advocates for investigating more constructive moderation techniques, emphasizing the …

The Camera Eats First: What Foodstagramming Reveals About Personal Behavior, Xiaoxiao Fu

Rosen Research Review

Some chefs may try to ban it, but 'foodstagramming'—diners taking photographs of food to post on social media—is a valuable tool that can boost both restaurants' and diners' public image. That's the conclusion of new research led by UCF Rosen College of Hospitality Management's Associate Professor Xiaoxiao Fu. The study takes a psychological perspective and finds that foodstagramming helps both individuals' self-efficacy—the belief that if individuals act in specific ways they can achieve certain goals—and provides opportunities for restaurants to promote their businesses in new and exciting ways.

Github Uncovered: Revealing The Social Fabric Of Software Development Communities, Abduljaleel Al Rubaye

Graduate Thesis and Dissertation 2023-2024

The proliferation of open-source software development platforms has given rise to various online social communities where developers can seamlessly collaborate, showcase their projects, and exchange knowledge and ideas. GitHub stands out as a preeminent platform within this ecosystem. It offers developers a space to host and disseminate their code, participate in collaborative ventures, and engage in meaningful dialogues with fellow community members. This dissertation embarks on a comprehensive exploration of various facets of software development communities on GitHub, with a specific focus on innovation diffusion, repository popularity dynamics, code quality enhancement, and user commenting behaviors. This dissertation introduces a popularity-based …

Influencers Endorsement Advertising Methods On Different Social Media Platforms, Sophia R. Annaloro

Honors Undergraduate Theses

Social media marketing has opened a unique spot for Social Media Influencers. With their fame comes a lot of power over their follower's actions. Many things are at play when an influencer works with a brand to create promotional content for a product. Flow theory suggests that an abrupt advertisement does not match the pace or aesthetic of the content they are currently consuming. When one's viewing is abruptly interrupted by an advertisement, the consumers are now aggravated by the product. Distinctive characteristics of different platforms are likely to develop flow differently. This study analyzed how passive versus active product …

Into The Activism: An Exploration Of Gen Z'S Political Participation, Nia J. Davis

Honors Undergraduate Theses

Gen Z is a considerably politically active generation. However, Gen Z differs from previous generations in their methodology, campaigning for change through both in person and digital activism. While both forms of activism are effective in their own way, digital poses a unique challenge. When people can be activists from the comfort of their phone, they become “slacktivists”. People whose activism does not contribute to any significant action outside of the internet (Serup Christensen).

Through interviews and focus groups, my documentary explores how Gen Z participates in activism, and what that means for the future of activism. After these discussions, …

"It Is In Our Dna": Athlete Activism And Social Media Discourse During The 2020 Wnba Season, Kendra Gilbertson

Electronic Theses and Dissertations, 2020-2023

This dissertation analyzes the athlete activism in the WNBA, the use of social media for activism, and the social media discourse during the 2020 basketball season. I applied Critical Discourse Analysis to a defined set of texts including social media posts from Instagram and Twitter, user comments on social media, news articles from sports and non-sports publications, and a documentary, all related to the activism of the WNBA athletes. I chose the 2020 season because it is an exceptional case study of athlete activism and the use of social media for activism because the season was played in a single …

Triggered By Socialbots: Communicative Anthropomorphization Of Bots In Online Conversations, Salla-Maaria Laaksonen, Kaisa Laitinen, Minna Koivula, Tanja Sihvonen

Human-Machine Communication

This article examines communicative anthropomorphization, that is, assigning of humanlike features, of socialbots in communication between humans and bots. Situated in the field of human-machine communication, the article asks how socialbots are devised as anthropomorphized communication companions and explores the ways in which human users anthropomorphize bots through communication. Through an analysis of two datasets of bots interacting with humans on social media, we find that bots are communicatively anthropomorphized by directly addressing them, assigning agency to them, drawing parallels between humans and bots, and assigning emotions and opinions to bots. We suggest that socialbots inherently have anthropomorphized characteristics and …

Beyond A 'Like': Building Parasocial Relationships With Baby Boomers On Facebook, Yunying (Susan) Zhong, Valeriya Shapoval, James Busser

Rosen Research Review

Baby boomers are a crucial cohort for hospitality marketing as they have more money to spend and more time on their hands than younger cohorts. However, reaching them on social media is harder. There is one social media platform popular with baby boomers: Facebook. Dr. YunYing Zhong and Dr. Valeriya Shapoval at UCF Rosen College of Hospitality Management, together with their collaborator, have combined their different areas of expertise to analyze the effectiveness of social media marketing directed at baby boomers from an unusual angle: the illusionary and imaginary relationships we build with fictional characters.

Researching How Excess Social Media Use And Filters Affect Trust, Ula J. Mccarthy

Honors Undergraduate Theses

In the present day, excessive social media use has become synonymous with the younger generation. Prolonged social media interaction has resulted in new terminology describing the compulsive need for internet and social media use: internet addiction. This is a new term, and while it has not been defined as a clinical addiction used in acute care settings (Zahrai et al., 2022), it is important to understand its symptoms, like excessive social media use. Given the rapid speed of social media integration in modern society, it is important to investigate how excessive social media use (ESMU), as defined by Zahrai et …

Navigating With Sharks: How The Marketing Practices Help To Create Successful Phishing Emails, Erica Castilho

Graduate Thesis and Dissertation 2023-2024

A phishing email is a crime where a scammer sends an email to get sensitive data. Everyday phishing email attacks impact billions of people worldwide. Preparing users to better identify phishing and avoid risky engagement with it is essential to combat this threat. We consider that as phishing emails and email marketing aim to target email clicks, scammers can use marketing practices in phishing emails to achieve their goals. However, the security research community doesn't explore deeply the similarities between phishing and email marketing. This study presents a distinctive framework known as the Phishing Engagement Marketing Optimization (PEMO). The primary …

Investigating Mental Illness Perception On Social Media And The Propensity To Self-Diagnose, Camille R. Omega

Honors Undergraduate Theses

The perception of mental illness has often been studied in traditional face-to-face settings, but the research on its perception in an online setting has been growing recently. Social media platforms have allowed for important conversations regarding mental health to gain popularity and led to the formation of communities where users can share their personal experiences. It has also given professionals the opportunity to educate others on various mental health topics and answer specific questions their audience may have. From these posts and forums, users who are concerned with their mental health can be given the guidance to achieve proper assistance …

Personality And Social Media Use, Joshua Pearson

Honors Undergraduate Theses

This study seeks to examine the connection between social media usage and the Enneagram personality model. This connection will aid in a better understanding of what motivates individuals to use social media. The information found in this study will be applied to understanding behavioral addiction. This understanding will allow more personalized treatment for individuals already subject to these behaviors and preventive treatment for those more susceptible to behavioral addiction to social media. In order to find the connection between social media use and the Enneagram personality model, a survey including an Enneagram personality inventory, a social media use inventory, and …

Post, Share, Like: The Role Of Facebook In The Russo-Ukrainian War, Hannah Michelle Snyder

Honors Undergraduate Theses

Facebook is being used by both Russia and Ukraine as a tool of war, for very different purposes. This demonstrates that the platform no longer serves the sole function of connecting communities together. Existing literature has recognized that social media is being used in the current Russo-Ukrainian war but has yet to conduct comparative and contrastive analyses of Russian and Ukrainian social media strategies and effects. Conducting these analyses will illustrate not only what strategies are being used, but how they can be simultaneously advantageous and disadvantageous for belligerents. By focusing on one platform, Facebook, one can not only learn …

Technology In The Classroom: The Features Language Teachers Should Consider, Sophie Cuocci, Padideh Fattahi Marnani

Journal of English Learner Education

The fast development of technology and the new generation of highly computer literate students led to consider the integration of technology in school as essential. Throughout the last two decades, research has identified multiple factors leading to the successful and unsuccessful integration of technology in the classroom. Educators must consider these factors when deciding on which technology tools to use and how to integrate them to their lessons. Simultaneously, the increasing number of English learners in the United States calls for the identification of teaching strategies that will best support their needs. Many language teachers now rely on teaching techniques …

Ivf So White, So Medical: Digital Normativity And Algorithm Bias In Infertility On Instagram, Caitlyn M. Jarvis, Margaret M. Quinlan

Human-Machine Communication

Increasingly, women experiencing infertility are turning online to social media platforms, like Instagram, to engage with a support network and foster empathy. However, Instagram is also noted for its augmentation of White, cis, and heteronormative femininity through a process of silencing and minoritizing alternative, non-White voices. Through an inductive analysis of the most frequently used infertility hashtags, we collected and analyzed 252 Instagram posts to investigate how these algorithmic practices may socially construct the idealized IVF experience through communicating normative expectations. We identify predominant patterns of use that reinforce stratification within infertility treatments as primarily accessible to White women and …

Emotional Neglect In Childhood And Attachment Anxiety In Adult Relationships As Predictors Of Social Networking Addiction, Latasha N. Mcdowell

Honors Undergraduate Theses

This study investigated the relationship between childhood maltreatment and social networking addiction to determine if it was mediated by anxious-avoidant attachment. It was hypothesized that the presence of an anxious-avoidant attachment pattern developed as a result of childhood maltreatment would mediate the correlation between anxious-avoidant attachment and social networking addiction. This would mean that participants who developed an anxious-avoidant attachment style due to childhood maltreatment would use social media in unhealthy ways. To measure childhood maltreatment, the Adverse Childhood Experiences scale (ACE) was used. The Experiences in Close Relationships-Revised scale (ECR-R) was used to measure anxious-avoidant attachment. Finally, social networking …

Social Media Use And The Effects On Wellbeing In Young Adults, Tyler Dietz

Honors Undergraduate Theses

Social media has found its way into almost everyone’s cellphone. Being a primary source for news, connection, and inspiration, it only continues to gain popularity. Social media, however, is not good 100% of the time. The dominant explanation for the effect of social media on wellbeing varies from digital stress, compromised sleep, and body image disturbances. This paper explores the correlation between daily time spent on social media, number of platforms used, and overall sense of wellbeing. Sleepiness is also assessed, and a correlation is explored using the previous variables. Previous research primarily focuses on the amount of time spent …

Social Media Usage For Social Comparison And Its Relationship To Identity Development, Lillie C. Del Real

Honors Undergraduate Theses

Yang and colleagues (2018) found that social media comparison was related to identity distress. The purpose of the current study was to expand on their design, by examining multiple comparison factors (i.e., Ability, Opinion, Popularity, Likeness, Physical Appearance, Academic Status/Achievements, Work Status/Achievements, Relationship Status, Family Status, and Socioeconomic Status) and multiple identity development factors (i.e., Ruminative Exploration, Exploration in Breadth, Exploration in Depth, Commitment Making, and Identification with Commitment) on their ability to predict Identity Distress. College students (N= 407) in psychology courses participated in an anonymous online survey for course credit. The results were consistent with the …

A New Form Of Catfishing: An Analysis Of The Inauthentic Racial And Ethnic Self-Presentation On Social Media, Britney R. Raymond

Honors Undergraduate Theses

Trends in self-presentation in social media (i.e., Twitter and Instagram) constantly fluctuate as fads come and go, especially when one’s image is being commodified. Specifically, numerous instances of celebrities and social media influencers altering their images to fit popular online trends and “aesthetics” contribute to increased blackfishing, Asianfishing, and Hispanicfishing. Some celebrities and influencers accused of “-fishing” in the presentation of ethnicity include the Kardashians, Ariana Grande, Addison Rae, Iggy Azalea, Selena Gomez, and Gigi Hadid. The present study (N = 685) investigated gender, personality, fame appeal, self-esteem, and need to belong in relation to attitudes towards the “-fishing” culture. …