Digital Commons Network^™

Social Media, Masculine Body Ideals, And The Drive For Muscularity: A Serial Mediation Model Across Sexual Identities, Sean P. Mcdaniel

Theses and Dissertations

Body image concerns among men are increasingly prevalent yet remain understudied compared to women’s experiences. Drawing on objectification theory, the present study examines the relationship between social media influence and men’s drive for muscularity through a serial mediation model. Specifically, the present study investigates whether the internalization of masculine body ideals and engagement in body surveillance behaviors mediate the link between social media influence and the drive for muscularity. Furthermore, the present study model attempts to explore how these processes differ across sexual identities, given evidence that sexual minority men face distinct sociocultural pressures regarding appearance. Adult male-identifying social media …

Beyond Sharenting, Stacey B. Steinberg

UF Law Faculty Publications

Sharenting—the practice of parents sharing information about their children online—has become mainstream in American society. While most forms of sharenting may be considered benign or even beneficial, some parents harm or exploit their children when sharing online. For example, “mom-influencers” often violate their children’s privacy in their attempts to attract followers to their social media accounts. While traditional forms of parental sharing raise privacy concerns, we are only beginning to understand the dangers and impacts of widespread exposure of children on social media.

This Article is the first to propose a welfare model of child protection to address exploitative and …

Tiktok, The First Amendment, And Regulating Speech On The Internet, Marriah Binek

Roger Williams University Law Review

No abstract provided.

How Social Media And Cyberbullying Correlate To Eating Disorders In Adolescents, Nicoli A. Panelo

Nursing | Senior Theses

Background: Social media is very prevalent in today’s society, particularly in adolescents. This time period is crucial for this age group in terms of developing a sense of purpose and identity. Although social media may keep many of our children entertained, they also can create negative impacts on them and ultimately hinder their overall development both mentally and physically through negative body image and unrealistic self-expectations. Purpose: The purpose of this study is to find the correlation between social media use and the rise of eating disorders in adolescents. Doing so would allow us to find ways to lower the …

An Explainable Transformer Framework For Sentiment Analysis In Aviation Workforce Data, Sovon Chakraborty, Protiva Das, Fahmid Al Farid, Fuyad Hasan Bhoyan, Farig Yousuf Sadeque, Jia Uddin, Hezerul Abdul Karim

Computer Science Faculty Publications

Aviation is one of the predominant sectors that contribute significantly to the global economy. With the advent of technology, this industry is witnessing a paradigm shift towards data-driven approaches. The morale of the airline employees is barely noticed, which causes fatigue and depression. Furthermore, these mental health issues can be active reasons for destructive accidents. In this research, the authors are focused on collecting insightful information on aviation employees from Glassdoor.com. Moreover, the authors focus on analyzing the sentiments of the employees of renowned aviation companies. Primarily, the authors scraped necessary data from Glassdoor.com and created a dataset named JetJobJoy …

Body Of Law: When Content Moderation Becomes Gender Oppression And Triggers Legal Consequences, Sarah E. Bahrenburg

Journal of Race, Gender, and Ethnicity

For as long as the Internet has existed, it has been used as a tool for good and as a tool for malice. However, there is a discrepancy between punishment for those maliciously invading individuals’ personal space and those posting consensual images of themselves for art or entertainment purposes (not to mention for work). Over the years, while attempting to create safe spaces for people to express themselves, the Internet has also created barriers to individuals doing just that. The Internet and the laws surrounding exposure therein have become increasingly misogynistic and anti-women’s sexual freedom. The laws encompassing safety on …

Social Media Addiction And Its Influence On The Physical Social Interactions Among West Virginia University Students, Blessing Ochom Omaleko

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Social Media Addiction and its Influence on the Physical Social Interactions Among West Virginia University Students

Blessing O. Omaleko

This qualitative study investigated social media addiction and its perceived influence on face-to-face interactions among 14 West Virginia University students using an open-ended qualitative survey. Grounded in Griffiths' (2013) behavioral addiction components, salience, mood modification, conflict, and relapse, the data were analyzed using Thematic Analysis (Braun & Clarke, 2006). Findings revealed that while students characterized their social media use as a habit rather than an addiction, their descriptions aligned with multiple addiction components. Students consistently valued in-person interactions over online …

Forecasting The Emotional Cost Of Online Dehumanization, Reyhaneh Bagherian Shamir

All Master's Theses

The use of social media platforms to share, view, and communicate information is now ubiquitous (Crockett, 2017). Given the prevalence of problematic content found on social media (e.g., prejudice, misinformation), this research examines how accurately people predict their responses to such content. Kawakami et al. (2009) found that individuals overestimate their emotional distress and behavior in response to discriminatory actions (i.e., racism) in-person predicting they would be more upset, and more likely to reject a racist confederate than individuals who experienced the incident actually were. In the current research, we built upon the work of Kawakami et al. (2009) to …

How Does Media Exposure Promote Nature Deprivation, Impacting Next Generational Social Interaction? Screen Time Vs. Green Time: A Cross-Sectional Survey Study, Mia N. Ryder

Honors Theses and Capstones

This study explores the impact social media can have on individuals' other qualities of life. This study particularly highlights its impact on in-person social engagement along with nature utilization and enjoyment, keeping in mind the corresponding benefits associated with those two variables. UNH undergraduate students were selected as participants. Participants completed surveys assessing their sense of regulation with social media consumption and reliance, their tendency to use and enjoy accessible natural resources, and their overall capacity to experience social comfort. Our survey was designed using 3 separate scales: A Green Space Enjoyment Scale, Social Comfortability Scale, and the third being …

Adolescent Girls’ Experiences Of Digital Dating Abuse Through Social Media: A Scoping Review, Kiara E. Rodriguez

Social Work Theses

Teen dating violence (TDV) is a prevalent adverse childhood experience with lasting psychological and behavioral consequences. As adolescents increasingly engage with social media, with 95% of teens aged 13-17 reporting using it, digital spaces have become a significant context in which dating abuse can occur. Digital dating abuse (DDA) refers to patterns of abusive behaviors that are directed toward a dating partner through digital technologies, including social media and mobile phones. Despite the growing role of social media in adolescent relationships, research on how adolescent girls experience DDA in these contexts remains limited. The central question for this scoping review …

Public Image Vs. Patient Experience: A Comparative Study Of Children's Hospitals, Abigail M. Giles

Program in Community Action (PICA)

This study examines the divergence between the curated digital brand identities of children’s hospitals and the lived experiences of their patients. Focusing on how institutions carry out their marketing objectives whilst navigating a “manipulated public sphere” on social media to maintain institutional viability and gain philanthropic support, a qualitative content analysis of 1,618 social media posts from Instagram and Facebook and 239 Google Reviews from 2023-2025 was performed. The analysis compares the difference in content curation of urban children’s hospitals and rural children’s hospitals, collecting posts from Boston Children’s Hospital and Children’s Hospital at Dartmouth. Key findings include the use …

Bureaucratic Responsiveness In Times Of Crisis, Anna Gunderson, Maggie Macdonald

Political Science Faculty Publications

In 2020, American cities experienced mass protest after fatal police violence against Black Americans. Did police address these protests differently after the murder of George Floyd or the protests in their communities? Did that response vary depending on the racial or ideological makeup of their constituents? We link policing protests and Facebook posts from about 4,000 American police departments to investigate differences in agency responses to protest. Departments posted more about protest after Floyd's death, especially in those communities that also had a policing protest. Republican cities were less likely to post about protests, but racial demographics are not associated …

Facebook As A Strategy To Deliver A Peer Navigation Intervention For Recently Incarcerated Women With Opioid Use Disorder: A Mixed Methods Descriptive Profile, Martha Tillson, Jaxin Annett, Marguerite A. Webster, Amanda Fallin-Bennett, Mandi Webster, Amber Clemons, Cynthia Robinson, Kevin Crabtree, Casey Baker-Romans, Michele Staton

Center on Drug and Alcohol Research Faculty Publications

Recovery support and treatment linkages are critical during transitions from incarceration to community but can be challenging to deliver to hard-to-reach populations. This paper will examine Facebook contacts between peer navigators (PNs) and women with opioid use disorder (OUD) following jail release to explore women’s use of PN services, including purpose and content of Facebook messages. As part of a larger clinical trial under the Justice Community Opioid Innovation Network (JCOIN), PNs provided OUD treatment navigation and recovery support for 12 weeks following women’s release from jail, using remote options such as Facebook. Facebook Messenger transcripts between PNs and participants …

Launching Love Online: How Soft-, Hard-, And No-Launch Practices Shape Perceptions Of Commitment And Relationship Security, Aleana Goetz

Master’s Theses

Social media has introduced new ways couples signal relationship status, ranging from a “hard launch” (a clear couple post) to a “soft launch” (subtle cues such as hands or hints) to a “no launch” (no posting at all). Although these posting choices may seem minor, they may shape how committed and secure a relationship feels. Guided by the Investment Model (Rusbult, 1980) and interdependence theory (Kelley & Thibaut, 1978), the present study examines whether relationship visibility on Instagram relates to perceived partner commitment and relationship security.

A total of 176 participants (36 male, 118 female, 22 did not report) viewed …

From Screens To Stress: Public Health Implications Of Cancer Worry In A Digitally Connected World, Shreya Mathur, Ethan Burns, Michael Pokojovy, Tzu-Liang Bill Tseng, Sunil Mathur

Mathematics & Statistics Faculty Publications

Aims:

This study examines how digital information environments, genetic testing experiences, health behaviors, and psychological distress influence cancer-related worry among adults in the United States. It further considers the public health implications of elevated or reduced cancer worry for prevention and risk communication.

Methods:

Data were drawn from a nationally representative survey of 6,252 U.S. adults. Measures included reliance on social media for health decision-making, smoking status, history of genetic testing, and psychological distress. Multivariable analyses assessed associations between these factors and levels of cancer worry.

Results/Findings:

Reliance on social media for health decisions was associated with greater cancer worry, …

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 …

The Ick Factor: Explaining The Term Through Lenses Of Sexual Disgust And Avoidant Attachment Style, Maxum O'Halloran

Dissertations and Theses

The phenomenon of the “ick” has gained significant traction in the context of modern romantic relationships, particularly across social media platforms, where individuals describe trivial negative traits and habits in potential and current romantic partners. Despite their trivial nature, icks are often treated as meaningful dealbreakers, raising questions about whether they reflect genuine psychological processes or are simply a social media trend. The present study examined whether the presence of an ick influences perceptions of attractiveness and dateability, and whether individual differences in sexual disgust sensitivity and attachment style help explain icks and reactions to icks. Participants (N = 236) …

Constructing The Political “Other”: Affective Polarization And Cross-Ideological Portrayals On Instagram, Amanda M. Novellin

Electronic Theses & Dissertations (2024 - present)

Instagram has frequently been characterized by users as a platform that permits the circulation of hostile and adversarial political content due to comparatively limited moderation practices. In January 2025, Meta CEO Mark Zuckerberg announced changes to content moderation policies on Facebook and Instagram, including the removal of third-party fact-checking mechanisms. These platform-level changes further reshaped the political information environment in which online discourse occurs. However, even prior to these policy changes, Instagram had established itself as a prominent space for highly polarized political expression across the ideological spectrum.

This thesis examines how political polarization in the United States is reflected …

Open Wide: Examining Dental Narratives In The Age Of Tiktok, Steve Jacob

Honors Theses - Providence Campus

Over the past few years, TikTok has emerged as a major conduit for health-related information through its wide array of short, emotionally charged videos that shape public perceptions. Within that broader category, this thesis evaluated dental-related content. Studies have investigated educational dental-related content on platforms such as YouTube and Facebook; however, no literature has explored how TikTok’s unique, narrative-driven content characterizes dentistry. For this study, primary research was conducted via content analysis of recently uploaded dental-related TikTok videos across 10 popular oral health-based hashtags. Results underline the dominance of patient voices, the use of personal experience as a messaging format, …

Scrolling, Searching, And Self-Diagnosing: Examining How Social Media Influences Self- Diagnosis And Shapes Mental Health Literacy, Conceptualization, And Identity Development, Sara Elaine Hamilton

DSW Capstone Projects

This capstone examines the influence of social media on the growing issue of self-diagnosis of mental health disorders through three scholarly works: a systematic literature review (SLR), a conceptual paper, and practice application paper. Accessibility, anonymity, and social isolation are identified as contributing factors of self-diagnosis, as individuals increasingly prioritize convenience over traditional help-seeking methods. Research suggests that self-diagnosis is influenced by misinformation and reinforced by validation and a sense of belonging, leading individuals to internalize mental health disorders as part of their identity. Findings further indicate that social media plays a significant role in the dissemination of misinformation about …

Adventures Of A Solo Marketing Librarian, Samantha Paul

Georgia Library Quarterly

Solo marketing librarians face compounding resource constraints, often managing outreach, social media, and collection visibility with limited budgets and minimal staff support. This article presents three low-cost, creative approaches developed at a single academic library: a magnetic fishing rod tabling activity using pinback buttons that increases visitor engagement at orientation and open house events; a DIY camera stand assembled from repurposed equipment that reduces reliance on colleague assistance for social media content production; and a series of shelf visibility experiments using mirror tiles and motion-sensor lighting to draw foot traffic to a popular books collection. Each approach emphasizes the value …

Researching A New Religious Phenomenon Of The Central Asia: Digital Sufism, Bekzhan A. Azhimov, Nurlan Kairbekov, Jolaman Bulan, Tussipkhan Imammadi

Occasional Papers on Religion in Eastern Europe

This study examines the emergence of digital Sufism as a modern spiritual phenomenon. It investigates the participation of Sufi groups on social media, the themes conveyed in their online sermons, and the ways their digital strategies compare with other Islamic organizations. The article further explores how Sufi orders navigate virtual environments, questioning whether they reveal elements of esoteric knowledge in these spaces. The notion of digital Sufism is presented as a lens for understanding how Sufi traditions integrate modern technology to widen the influence and relevance of their teachings. The research highlights how Sufism has adjusted to the challenges of …

Brand Transcendence Through Brand Value Co-Creation Exchanges Within Social Media Craft Beverage Brand Communities, Violetta Wilk, Gilstrap, Darren How

Research outputs 2022 to 2026

This study explores brand transcendence through brand value co-creation within social media craft beverage brand communities across Instagram and Twitter (now X). Lexical analysis explored a total of 192,330 posts and found brand transcendence evident in the interplay between user-generated content (UGC) and brand-generated content (BGC) across social media platforms, which co-created brand value through the processes of sharing virtual cues within social media craft beverage communities. This brand transcendence was enhanced through the sharing of personal experiences and unique brand moments. BGC across both platforms showcased themes of brand affinity, the importance of time in brand experiences, gratitude, and …

Impact Of Social Media On Acne Treatment Practices In Egypt, Hadeer Fathy, Moheiddin Fakhry Alghobary, Nada Mohmed Elhadidy, Sara Hamdy Fouad

Mansoura Medical Journal

Background: Acne is one of the most prevalent global diseases, affecting up to 85% of adolescents and young adults and contributing to significant psychological burden. Despite available treatments, many patients rely on social media for guidance, where misinformation and unauthorized drug promotion can negatively influence Acne Vulgaris management.

Aim: The aim of this research is to determine the influence of social media information on the selected treatment method of Egyptian patients with Acne Vulgaris

Patients and methods: This is cross‑sectional study targets Acne Vulgaris patients aged ≥15 with current or past AV who use social media. Data was collected through …

Location, Location, Reaction: How Mandatory Ip Disclosure Silences Critics And Sparks Backlash, Sirui Li, Ping Xu, Yue Guo

Political Science Faculty Publications

Previous research has identified two competing outcomes of regulatory disclosure for negative online sentiment: chilling effects, which suppress negative online sentiment, and reactance effects, which intensify it. In this study, we apply these theories to examine the impact of mandatory IP location disclosure on citizens' negative online sentiment expressed on Sina Weibo, a leading Chinese social media platform. We argue that the mandatory IP location disclosure can have opposite effects on negative online sentiment depending on the type of social media context. To test this, we use a quasi-natural experiment and analyze more than 160,000 comments posted before and after …

How I Cook With No Kitchen: An Investigation Of How #Microapartment Kitchens Are Depicted On Tiktok, Joelie Mandzufas, Karen Lombardi, Dorian Winter, Sarah Foster, Siobhan Hickling, Gina S.A. Trapp

Research outputs 2022 to 2026

Background: Physical constraints of small apartment kitchens and the influence of the surrounding community food environment may impact food practices of apartment residents. Social media portrayal of these features may influence public perception of apartment living. Aim: This project aimed to describe the public depiction of small apartment kitchen and cooking facilities. Methods: Content analysis of TikTok videos posted with small apartment-related hashtags was determined the portrayal of kitchen facilities, residents’ food practices, and hypothesised barriers to healthy cooking and eating practices. Current residents of small apartments compared these video depictions to their own experience. Results: We found TikTok videos …

Factors Influencing Vaping Behaviors Based On Social Cognitive Theory: A Qualitative Study Among Mexican-American College Students, Bara S. Bataineh, Liza Talavera-Garza, Alexandra Loukas, David J. Badillo, Sherman Chow, Geronimo B. Cardenas, Erika Garza, Anna Wilkinson

Psychological Science Faculty Publications

Background: Vaping rates among Mexican-American college students are high, yet the contributing personal and environmental factors remain understudied. The current qualitative study applies Social Cognitive Theory to examine how personal factors (e.g., self-efficacy, beliefs, and outcome expectations) and environmental influences (e.g., social norms and social media) shape vaping behaviors in this vulnerable population. Methods: We conducted semi-structured interviews with 19 Mexican-American college students (ages 18–25 years), 68% of whom were female, and all were current vapers. Participants discussed the personal and social contexts of their vaping experiences, with questions exploring their beliefs and outcome expectations. Interviews were recorded, transcribed, and …

Moral Outrage To Market Impact: A Multi-Level Analysis Of Corporate Cancel Culture, Sayan Gupta, T. Andrew Poehlman

AMTP Proceedings 2026

Corporate cancel culture is often dismissed as “just social media noise,” but for managers the real stakes show up in markets. This paper develops and tests a three-level framework linking moralized social-media discourse, online brand reputation, and firm-level financial outcomes. Using three canonical cancellations—Dolce & Gabbana’s China controversy, Tesla’s politicization via Elon Musk, and Bud Light’s backlash after its transgender influencer partnership—we first show that these events are organized around spikes in moral-emotional language and structural virality, not generic negativity. We then document how this moral outrage predicts shifts in brand sentiment, associations, and engagement across platforms, before examining corresponding …

For Whom The Tale’S Told: Multilevel Perspective On Narrative And Identity In Information Ecosystems, Jihye Song

Graduate Studies Theses and Dissertations 2026

In contemporary online information environments, narratives do not merely convey facts. They organize meaning, signal identity, and guide collective sensemaking. During periods of crisis and uncertainty, these processes become especially salient, as individuals and communities turn to social media to interpret unfolding events. At the same time, these environments are shaped by complex sociotechnical dynamics, including platform affordances, algorithmic amplification, elite influence, and grassroots participation. These dynamics form ecosystems in which narratives and identities are constructed, contested, and stabilized. Drawing on theory and empirical analyses of COVID-19 discourse on Twitter, this work develops and applies a multilevel framework to explain …

Online Risk And Harm For Marginalized Users: How Social Influence Amplifies Or Mitigates Vulnerability, Tangila Islam Tanni

Graduate Studies Theses and Dissertations 2026

Social media has reshaped how people connect, communicate, and influence one another, yet these environments also create harms that disproportionately affect marginalized users. Participation in online communities can expose users to identity-based harassment, emotional distress, and the normalization of harmful attitudes, shaping identity, well-being, and participation online and offline. Prior work has documented many forms of online harm, yet less is understood about how harmful norms and behaviors are reinforced across different forms of social media interaction, from private direct messages to online communities. Guided by the Social Ecological Model, this dissertation investigates how online harms toward marginalized users emerge …