Social Media Commons^™

The End Of Unmeasured Exploitation: How A.S.M., C.A.S., And S.I.A. Challenge Digital Attention Capitalism, Delante Clark

Graduate Scholarship and Creative Works

Digital attention capitalism generates value through the capture and monetization of human attention, yet it has historically lacked standardized mechanisms for measuring attention-related harm. This paper argues that the Attention Safeguard Models (A.S.M.), Cognitive Attentional Standards (C.A.S.), and Sociological Impact Assessment (S.I.A.) collectively challenge this system by introducing an integrated framework for classifying, measuring, and evaluating digital attention harm and its societal consequences. C.A.S. provides standardized measurement of digital attention harm, A.S.M. identifies and classifies patterns of attentional disruption and manipulation, and S.I.A. evaluates broader impacts on institutions, communities, civic engagement, education, social cohesion, and inequality. Together, these systems transform …

The Difference In Social Media Coverage For Male And Female Athletes, Amanda Thomas

Communications and Digital Media Theses

Pulling back the curtain on the reality women athletes face when it comes to their social media coverage. Sports have been male-dominated since the start, but over the years women have become more and more involved in sports as they have their own teams and even sports. However, this issue lies with the overall support and coverage they are receiving from well-known Sports coverage networks. For this study, I looked at social media posts from ESPN, FOX Sports, and NBC Sports focused on the sports of Basketball, Baseball/Softball, and Tennis. In doing this study, I analyzed how many posts men …

Online Rights Defense Among Chinese Americans Against Racial Aggression In The U.S. During The Covid-19, Fangzhu Lu, Wenshan Jia

Communication Faculty Articles and Research

Purpose

This study investigates how Chinese American communities responded to heightened racial discrimination during the COVID-19 pandemic by utilizing social media platforms to safeguard their civil rights, articulate collective concerns, and mobilize resistance against racial aggression.

Methodology

Through qualitative case study analysis, the research examines the social media activities of six advocacy organizations, including three X accounts (WashTheHate, Chinese for Affirmative Action, Asian Americans Advancing Justice) and three Instagram accounts (Stop AAPI Hate, Stop Asian Hate, Advancing Justice: AAJC). The analysis focuses on the content strategies and communication mechanisms employed to counteract racial hostility.

Findings

The selected organizations used social …

Will Beauty Save The Brain? Exploring The Relationship Between Eudaimonic Reels Exposure And Egyptian Gen Z'S Mind And Motivations, Petra Zaky

Theses and Dissertations

Social media entertaining content includes a mixed bag of the meaningful and the trivial. For Generation Z, whose favorite daily entertainment is shallow yet funny short-form videos (reels), there is often an invisible price paid. The loss of ability to watch long meaningful videos, distractedness from self, “Brain Rot”, glamorizing of hedonism are among the maladies left behind the attractive rabbit hole of their daily media diet. This study explores the relationship between exposure to meaningful reels, in contrast to pleasurable reels, and Gen Z’s reflective thinking, “Brain Rot” symptoms, motivation to watch long meaningful videos and life motivations between …

The Influence Of Social Media On Body Image, Self-Esteem, And Eating Disorder Risk In Adolescent Females, Nestanet A. Molla

InnovateHER Meeting 2026

• This literature review explored how appearance-focused social media affects adolescent girls. The studies showed that social media is linked to body dissatisfaction, comparison behaviors, lower self-esteem, and unhealthy eating behaviors, especially when use is intensive, problematic, or strongly appearance-focused^1–4

• At the same time, protective factors such as media literacy, family support, and body-positive interventions may help reduce these negative effects^4,5

Tiktok And The Brain: Neuropsychological Correlates Of Short-Form Video Consumption, Caty Enders

Psychology ETDs

Short-form video platforms like TikTok have quickly become the fastest growing segment of social media, thanks to powerful algorithms serving up personalized content driven by large quantities of user data. This study investigates the neuropsychological correlates of digital media use, with a particular focus on TikTok and smartphone screen time among young adults. Combining correlational analyses and an experimental design (n = 49; n = 44 included in final sample), we examined the relationship between digital media use and cognitive and emotional functioning across multiple domains. Objective measures of digital media consumption (daily average screen time and time on TikTok) …

A Survey Of Health Professions Learners’ Attitudes Towards Social Media In Medical Education: A Substance Use Disorders Education Case Study, Gregory A. Jaffe, Sarah Lawson, William Leach, Mallika Kodavatiganti, Erin Avanzato, Katherine Fesperman, Heather Klusaritz

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Social media is a ubiquitous part of the modern world and plays a key role in the dissemination of information. While utilizing social media for educational purposes has been repeatedly demonstrated as feasible, it has been underutilized in medical education and remains a critical opportunity to integrate microlearning and stigma reduction curricula.

METHODS: A cross-sectional survey on social media usage, attitudes, and beliefs was sent to medical and nursing students at two large academic institutions within Philadelphia. Descriptive statistics are reported, and non-parametric tests were utilized for exploratory analyses.

RESULTS: Health learners were low consumers of social media, reporting …

Lessons Learned For Improving Trainee Engagement And Utilization Of Education And Training Materials For Cancer Research, Katerina M. Santiago, Tania Galindo, Michaela A. Dinan

Advances in Cancer Education and Quality Improvement

Background: A core component of the National Cancer Institute Cancer (NCI) Cancer Center Support Grant requires cancer centers to coordinate research career enhancement and related activities. The Yale Cancer Center, an NCI-designated comprehensive cancer center, established the Cancer Research Training and Education Coordination (CRTEC) component in 2016. In response to the needs of trainees, CRTEC has developed several initiatives that we have identified and described here as best practices to engage and support trainees.

Methods: We had 2 aims to improve engagement: 1) increasing our visibility and trainee awareness of CRTEC and nurturing bidirectional communication and 2) offering …

Coverage, Traits, And Geographic Distribution Of Online Surgeon Reviews: Large-Scale Cross-Sectional Analysis, Michael Geng, Carlos Riveros, Yash B. Shah, Sanjana Ranganathan, Kai Fok, Renil Sinu Titus, Vatsala Mundra, Eusebio Luna Velasquez, Dharam Kaushik, Allan S. Detsky, Angela Jerath, Benjamin N. Breyer, Yusuke Tsugawa, Christopher J. D. Wallis, Raj Satkunasivam

Student Papers, Posters & Projects

BACKGROUND: The use of online physician rating platforms has significantly increased and has been shown to influence physician selection. There are limited data on the use of these platforms for rating surgeons.

OBJECTIVE: In this study, we sought to assess the geographic distribution of and patterns in rating scores of surgeons in the United States. Additionally, we examined rating volumes across different surgical specialties and the association between peer-nominated and patient-initiated ratings on online rating platforms in the United States.

METHODS: We conducted a cross-sectional study by identifying 201,154 surgeons in the United States via the National Plan and Provider …

An Impact Assessment Of The Effectiveness Of Utilizing Informal Health Communication Interventions To Spread Health Recommendations And Change Public Perception, Lina Mohamed Ezzat Ahmed Abdel Mawgoud

Theses and Dissertations

Brain health is an increasingly urgent but critically under-addressed public health priority in Egypt and the wider MENA region. Despite its centrality to aging, productivity, and overall quality of life, public understanding of brain health remains limited, and stigma continues to shape responses to dementia and cognitive decline. This study evaluates the effectiveness of informal, culturally adapted health communication as a tool to shift perception, increase awareness, and promote behavior change among non-medically trained adults in Egypt.

Grounded in global evidence on cognitive reserve, neuroplasticity, and the life-course approach to brain health, the intervention translated expert-informed brain health recommendations into …

Viral Misunderstandings: Reddit Posts And The Covid-19 Infodemic, Julia C. Knutson

Scripps Senior Theses

Information epidemics or “infodemics” became the center of misinformation conversations, due to a global increase in information spread surrounding the COVID-19 pandemic. While many academic scholars and institutions, such as the World Health Organization (WHO) attribute the cause of infodemics to anti-science attitudes and the public’s lack of scientific literacy, scholars in Science, Technology, and Society argue that analyzing misinformation within these isolated bounds limits our understanding of its underlying social and historical contexts. Using the COVID-19 pandemic as a case study for misinformation analysis reveals a gap in our current understanding of how people who resonate with or spread …

Socio-Spatial Patterns Of Suicide Mortality In The United States, Kushagra Tiwari, M. Amin Rahimian, Marie-Laure Charpignon, Philippe J. Giabbanelli, Praveen Kumar

VMASC Publications

Suicides cause more than 49,000 deaths per year in the United States, including 55% associated with the use of a firearm. Across states and counties in the US, suicide mortality exhibits substantial geographical and sociodemographic heterogeneity. However, the role of large-scale social networks in shaping this variation remains underexplored. To assess how both the risk of suicide mortality and the effect of firearm restriction policies propagate through inter-county social ties, we integrate data on county-level suicide mortality (2010–2022) and the Facebook Social Connectedness Index (SCI), a continuous measure of the strength of social ties between counties used to derive weighted …

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 …

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, …

Causal Effect Estimates Of Online E-Cigarette Marketing Exposure On Future E-Cigarette Harm Perception And Use, Paul T. Harrell, Nicholas T. Williams, Kara E. Rudolph, Rachel Ayala Guzman, Ateeqa Ijaz, Nicole Rychagov, Aaron Null, Silvia S. Martins

Department of Pediatrics Faculty Publications

Background

Globally, over 10 million youth use e-cigarettes; United States use, in particular, dramatically rose in the late 2010's, exceeding year-over-year increases from any other substance in over four decades. This rise has been partially attributed to youth online e-cigarette marketing exposure, but has not been appropriately studied.

Methods

We examined youth data from the Population Assessment of Tobacco and Health (PATH) spanning the dramatic increase period (Waves 4, 4.5, and 5; 2016-2019). We estimated average risk differences (RD) for Wave 5 e-cigarette harmfulness perception and use comparing all youth versus no youth reporting past-month online e-cigarette marketing exposure in …

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, …

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 …

Assessing Sustainable E-Cigarette Prevention Messaging In Public Health Communication, Addo Anim Adinkrah

Graduate Research Theses & Dissertations

This study examines the sustainability of e-cigarette or vaping prevention messaging on X (formerly Twitter) and the message-design strategies used by public health institutions to maintain message visibility over time. Using the McGuire Communication/Persuasion Model and Media Framing theoretical frameworks, the research employs a qualitative thematic analysis based on Braun and Clarke’s six-phase approach to analyze 506 tweets from official accounts affiliated with the Centers for Disease Control and Prevention (CDC) and the U.S. Food and Drug Administration (FDA). The findings reveal that prevention messages are sustained through repeated core warnings and reinforcement of institutional authority rooted in scientific and …

Associations Between Social Media Usage, Physical Activity And Flourishing In Rural University Students, Anna Dysart, Minu Sara Thomas

Journal of Appalachian Health

Introduction: Most adolescents and young adults report significant use of social media.^1-3 However, there is limited research on the effect of social media use, specifically on physical activity and flourishing.

Purpose: This pilot research study examines the correlation between social media usage and the physical activity and flourishing levels of college students at a rural university in Appalachia.

Methods: The authors conducted a survey including the validated Secure Flourishing Index and Stanford Leisure-Time Activity Categorical Item, containing questions on social media use and demographics. Spearman’s rho was used for nonparametric correlations. Pearson’s correlation was used to determine the correlation …

Synergizing Digital And Print: Leveraging Spine Surgeons' Social Media To Transform Publishing And Society Interaction, Benedikt W. Burkhardt, Kai-Uwe Lewandrowski, Choll W. Kim, Morgan P Lorio, Oscar L. Alves, Rossano Kepler Alvim Fiorelli, Sergio Luis Schmidt, Hansen A. Yuan, Alex R. Vaccaro

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Social media has fundamentally altered how information is created, disseminated, and consumed, with growing impact on spine surgeons and professional societies. Traditional academic publishing remains the standard for research validation, but digital platforms now shape much of the real-time dialogue in spine care.

OBJECTIVE: To explore strategies for integrating spine surgeons' social media presence with traditional publishing channels to enhance knowledge dissemination, support clinical innovation, and improve member engagement within spine societies.

METHODS: This perspective reviews current patterns of social media use among spine surgeons, focusing on platforms such as X (formerly Twitter), Instagram, and LinkedIn. It analyzes benefits …

Infectious Disease Crisis Communication After The Covid-19 Pandemic, Macy Lloyd

Capstone Experience: Master of Public Health

Since the COVID-19 pandemic, the United States has experienced a proliferation of mis- and disinformation, an increasing politicization of health and science, and growing distrust in government, science, and institutions. While these trends present challenges for normal public health communications, during a public health emergency, such as an infectious disease outbreak, these challenges are even more acute. To address challenges at the local level, health departments need plans, products, and tools that adapt health crisis communications to the current media environment and meet community members where they are across the trust continuum. To develop an infectious disease incident communication plan, …

Experiences With Social Media Social Comparison In Women Ages 18-28: A Qualitative Study, Olivia Oakley Dr.

Dissertations

This qualitative study aimed to understand young women’s experience using social media and their reported mental health connections, such as self-esteem and comparison. As inferred in recent research, a wide range of social media content is being produced and consumed, from promoting the “thin ideal” to newer campaigns advocating for body positivity (Cohen et al., 2019, Grabe et al., 2008; Groesz et al., 2002). In a time where there is so much online content to consume, it is important to continue to evaluate the lived experiences of those using social media. This phenomenological qualitative research captured the lived experiences of …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Adolescent Online Leisure, Media Literacy, Online Victimization, And Multifaceted Well-Being During Covid-19: The Role Of Parental Support, Yunqi Wang

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

The rapid advancement of the internet and digital technology has provided opportunities for adolescents to conduct leisure activities online on a daily basis. However, research on adolescent technology use and mental health often highlights negative effects without carefully examining the specific mechanisms, which overlooks the complexity of effects of online behaviors on adolescent well-being and the importance of developing adolescents’ media literacy skills. Moreover, despite the crucial role of family dynamics in adolescent development, research on how parental support and involvement might affect adolescent technology use and well-being is still limited. The current study retrieved data from Programme for International …

Analyzing Social Media Trends In Cosmeceuticals: Insights From Google Trends And Tiktok Analytics, E. Correia, Jenna Mandel, Stephanie R. Jackson Cullison

Department of Dermatology and Cutaneous Biology Faculty Papers

OBJECTIVE: Social media usage has surged, particularly since the COVID-19 pandemic. Dermatology invokes intense interest on social media, and cosmeceuticals are among the most trending topics, offering a unique space for dermatologists to share their expertise. By using tools like Google Trends and TikTok viewership, we aim to capture cosmeceutical trends to guide dermatologists' educational efforts.

METHODS: A Google Trends search from January 2004 to December 2023 was performed on retinol, bakuchiol, salicylic acid, glycolic acid, azelaic acid, hydroquinone, niacinamide, vitamin C serum, and hyaluronic acid. Trend lines were created for each term, and yearly percent differences in relative search …

Evaluating The Role Of Traditional And Nontraditional Educational Resources In Point-Of-Care Ultrasound Training: A Cross-Sectional Survey Of Educator Preferences And Practices, Arthur Broadstock, Annahieta Kalantari, Almaz S. Dessie, Al'ai Alvarez, Resa E. Lewiss, Josie Acuna, Anthony Weekes, Kaylah Maloney, Uwe Stolz, Lori Stolz, Aalap Shah

Department of Emergency Medicine Faculty Papers

BACKGROUND: Recently, nontraditional educational resources like podcasts, blogs, and online media have gained prominence in medical education and are abundant within the field of point-of-care ultrasound (POCUS). However, the extent to which POCUS educators utilize online resources compared to traditional resources, like textbooks, journal articles, and in-person workshops, is unknown. We aim to define which types of educational resources are used and preferred by POCUS educators to teach trainees.

METHODS: An expert working group developed a survey aimed to characterize the types of materials used by POCUS educators and their perceived importance on a 6-point forced ranking scale. We administered …

The Ethical Dilemma Of Social Media, Janet H. Southerland

New Orleans Dental Association News

Social media has transformed dentistry, enhancing communication, education, and patient engagement. However, ethical challenges, including privacy concerns and misinformation, pose risks. This article explores the benefits and challenges of social media in dentistry, emphasizing the need for ethical guidelines to uphold professional standards while leveraging digital advancements for improved care and education.

Familiarity Of Psychiatric Terms Among College Students, Julia Pekala

CAFE Symposium 2025

Recently, there has been an increase in the usage of psychiatric terminology used among internet users. Terms such as autism, obsessive compulsive disorder, and attention deficit hyperactivity disorder are thrown around without an understanding of these words and their true meaning. These words are picked up and used in a similar context as any other internet lingo, in an ironic, joking manner, without proper consideration of their origins and meaning. Due to most content on the internet being unmoderated and seemingly endless, users are often faced with misleading information about real clinical disorders. The use of these words follows the …

Resilience And Reality: Exploring The Lived Experiences Of People Living With Hiv In Texas During The Covid-19 Pandemic – A Qualitative Study., Ahmed F. Alanazi

Social Work Dissertations - Archive

This study investigated the lived experiences of individuals living with HIV (PLWH) in the Dallas-Fort Worth (DFW) area of Texas during the COVID-19 pandemic, using an Interpretative Phenomenological Analysis (IPA) framework. The research examined the intersection of health, social dynamics, and psychological resilience among PLWH, who faced compounded vulnerabilities due to systemic inequities and the dual public health crises of HIV and COVID-19. Through semi-structured interviews with ten participants from diverse backgrounds, the study captured the profound impacts of disrupted healthcare systems, heightened stigma, and social isolation on this marginalized population. The findings reveal that the pandemic exacerbated existing inequities …

Consent, Healthy Relationships, And Sexual Misconduct Education, Bergen Babich, Dinorah Blanco Reyes, Samantha Campbell, Balkhita Mweru, Spencer Roth, Alyanna Velasco

Nursing Leadership in Community Engagement Projects

Introduction

Our team of nursing students collaborated with a university's security office and health services to educate the campus community on sexual assault and gender-based violence. According to the University’s Annual Security and Fire Safety Report, there was a 550% increase in rape cases from 2022 to 2023 (personal communication, 2024). This increase in rape cases indicated a need for increased education and awareness of sexual assault and gender-based violence. Our educational sessions aimed to provide the campus community with education and resources on sexual misconduct and consent to promote healthier relationships on campus.

Background

The population that we served …