Social Media Commons^™

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 …

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 …

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 …

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 …

Examining Diversity Messaging Practices Of Division I Athletic College Sports Communicators, David Cassilo

Journal of Issues in Intercollegiate Athletics

In recent years, college athletic communication departments have been tasked with more messaging related to race and diversity. This research used semi-structured interviews to understand the message creation practices of Division I athletic communication departments when generating diversity and social justice messaging. The research was examined within the context of the theory of racialized organizations. Interviews were conducted with 11 athletic communication staff members at Division I universities. Five themes were constructed related to diversity and social justice messaging of athletic communication departments at Division I universities. These are (a) a White world, (b) need to represent collegiate athletes, (c) …

Fake News Y Redes Sociales: Cómo El Algoritmo En Torno A La Migración Afecta La Salud Mental, Maria F. Alarcon

Capstones

Las redes sociales son la principal fuente de información para migrantes latinos en Estados Unidos, pero también son un terreno fértil para fake-news que afectan la salud mental y desinforman.

Disclosures, Disclaimers, And Disinformation Advertising, Areeb Asif

Northwestern Journal of Law & Social Policy

Every regular internet user in the United States has been exposed to fake news at some point. Most of them, if not all, would agree that this problem needs a solution. Nevertheless, even as fake news has taken on unforeseen prominence in recent years, very little concrete action has been taken to curb its impact on American society. Some scholars have chalked this up to the Supreme Court’s expansive conception of the First Amendment, which makes it incredibly challenging to regulate political speech. Others posit that the problem is Section 230, which allows platforms to profit from fake news without …

Social Media Participation And Scholarly Success In Law, Julian Nyarko, David E. Pozen

Faculty Scholarship

Using a novel dataset on Twitter activity as well as a novel corpus of law journal publications, this paper examines the impact of social media activity on the scholarly success of U.S. law professors. We find that joining Twitter increases citation counts by an average of 22% per year and improves article placements by up to 10 ranks for law professors, relative to a synthetic control group. These positive returns apply across nearly all classes of scholars and are magnified for those who post frequently about their own work. The identified citation boost would be even larger than 22% if …

Does Social Media Undermine Trust? Institutional Trust In Civil Society And Governance Institutions, Christianna Sirindah Parr

Research Collection School of Social Sciences

What is the relationship between social media use and trust in civil society and governance institutions? In many parts of Asia, trust in government remains high despite limited political accountability and civil liberties. This study examines whether online political expression reshapes institutional trust in governance institutions and civil society organizations. The analysis considers the dual role of social media as a site for civic engagement and a channel for disaffection with formal authority. Using data from the Asian Barometer, the findings show that political expression on social media is associated with lower trust in governance institutions and higher trust in …

"That’S Not A Meal, Bestie”: Humor, Identity, & Feminized Consumption In “Girl Dinner”., Claire Tudor

Electronic Theses and Dissertations

This thesis examines the viral “Girl Dinner” trend as a case study in how gendered consumption, digital identity, and feminist humor intersect in digital spaces. Using “Girl Dinner” as a rhetorical artifact, this thesis explores how women use gendered trends to navigate visibility, labor, and autonomy in online spaces. Through thematic analysis of TikTok content, media coverage, and branded adaptations, the research traces the evolution of the trend from a lighthearted joke to a site of cultural negotiation. This study reveals that while “Girl Dinner” may appear empowering and relatable on the surface, it often reinforces traditional gender expectations under …

Breaking Up In The Digital Age: Examining The Relational Dissolution Model On Instagram, Alana Haupert

All Graduate Theses and Dissertations, Fall 2023 to Present

Breakups can be an emotional time as individuals experience breakup distress and begin to explore the options and potential actions that are associated with relational dissolution on social media. This study seeks to explore how certain online behaviors, as they relate to stages of relational dissolution, affect breakup distress, relational uncertainty, social media engagement, and overall attitudes towards singlehood. Findings suggest that social media engagement plays a key role in exploring the phases of relational dissolution. Higher social media intensity linked breakup distress and behaviors of the social phase, or when individuals share information about a potential breakup. Grave-dressing behaviors …

From Classroom To Content Creator: Leadership Practices And Identities Of Female Science Teachers On Tiktok, Rachel M. Benzoni

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

This qualitative multiple case study investigates how four secondary science teachers use TikTok to advocate for science education and how content creation shapes their professional identities as leaders. Using interviews and video content with a framework integrating constructivist leadership, Leader Identity Construction Theory (LICT), and the Social Change Model (SCM), findings show participants enacted leadership outside formal roles through distributed and relational practices leveraging social media's affordances. Five themes emerged from the analysis: (1) Reconceptualizing Teacher Leadership on Social Media, (2) Leadership Through Equity-Driven Practice, (3) Constructing and Leading in Online Professional Learning Communities, (4) Forming and Negotiating Identities in …

Battle Cry To “Do The Research”: Vulnerability To Qanon, Alt Media, And Low News Media Literacy, Kaye D. Sweetser, Kalyca Lynn Becktel

Journal of Media Literacy Education

This survey (N = 579) investigated news media literacy among those likely to believe in the conspiracy theories of QAnon. Vulnerability to belief in QAnon conspiracies was predicted by a media diet of alternative media such as 4chan and SnapChat. Those vulnerable to QAnon conspiracy theories had lower news media literacy scores than those who appeared to be resistant to QAnon theories, and rated themselves with lower need for cognition and higher cynicism. Vulnerability to QAnon was predicted by a belief in other specific conspiracy theories, low value of news media literacy, less understanding of the news business, belief …

Misinformation Regulations: Early Evidence On Corporate Social Media Strategy, Richard M. Crowley, Yun Lou, Samuel T. Tan, Liandong Zhang

Research Collection School Of Accountancy

Against the backdrop of an increasing threat of misinformation on social media, several countries have enacted regulations to curb the spread of misinformation. This study examines how corporate social media strategy responds to misinformation regulations. Using a large cross-country dataset of corporate tweets and a stacked regression analysis, we show that misinformation regulations lead to less corporate social media disclosure. This result suggests that by deterring misinformation, these regulations reduce firms’ need to use social media to counteract its adverse effects. Additional analyses show that the effect is more pronounced among countries with higher social media usage and countries with …

Content Analysis Of @Fadiljaidi's Instagram As A Reference To Gen Z'S Followers Self-Existence, Syifa Alvernia Naufal, Margareta Manalu

Journal of Indonesian Tourism and Policy Studies

Social media has become the primary platform for generation Z to express themselves and establish their existence in the digital space One of the most influential social media platforms for generation Z is Instagram. Among the many Instagram influencers in Indonesia, Fadil Jaidi stands out for capturing his followers attention through humorous and relatable content. This study aims to analyze how the Instagram content of @fadiljaidi serves as a reference for self-existence among generation Z followers. Using a descriptive qualitative method, data were collected through in-depth interviews with five informants from generation Z who actively follow the Instagram account @fadiljaidi. …

Enhancing Multi-Step Stock Price Forecasting With Social Media Sentiment And Engagement Metrics, Damilare Olaniyan

Electronic Theses and Dissertations

This thesis investigates whether social media sentiment can improve the accuracy of stock price prediction beyond traditional historical data. While financial markets have long relied on structured numerical indicators, the growing influence of public discourse on platforms like Twitter has introduced new opportunities for extracting market-relevant signals from unstructured text. The study focuses on four major technology firms and combines sentiment features derived from Twitter with historical stock prices in a hybrid machine learning framework. Engagement-weighted sentiment, linguistic complexity, and polarity intensity were extracted using natural language processing techniques and incorporated into classification and regression models. Results show that including …

The Impact Of Digital Storytelling In Nonprofit Marketing: Increasing Donor Engagement, Haley Cote

Honors Theses

Digital storytelling has emerged as a powerful tool in nonprofit marketing, reshaping how organizations engage donors, communicate their mission, and drive action. This thesis explores the impact of digital storytelling in nonprofit marketing, analyzing how nonprofit organizations leverage various digital platforms – websites, email marketing, social media—and frame their messages to enhance donor engagement. Using framing theory as a foundation, the research examines how the way nonprofit messages are structured influences donor perception and behavior. Through a literature review, case study analysis of Charity: Water, and survey data, thstudy evaluates key storytelling techniques such as positioning the donor as the …

Technical Difficulties: An Investigation Of Problematic Social Media Usage And Well-Being Of Emerging Adults, Sarah Swan

Honors Theses

Grounded in previous scholarship investigating the relationship between social media use and psychoemotional outcomes, this study conceptualizes and tests a comprehensive model that constellates predictive factors (i.e., time spent, platforms selected, purposes of use, and emotional regulation abilities) and negative behavioral and emotional outcomes (i.e., addiction and emotional affect), specifically among emerging adults (ages 18-29). A survey of 591 respondents revealed that high usage of certain platforms (i.e., Instagram, TikTok, and Facebook), alongside individual emotional regulation abilities and passivity of social media use, predicts higher levels of addiction and negative emotional outcomes. Additional findings indicate significant differences in social media …

Sociological Understandings Of Entrepreneurial Action And Intention, Jeffrey Cavanaugh

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

Entrepreneurship as a trend has emerged across many different disciplines, drawing on theory from psychology, economics, and sociology. Importantly, sociologic aspects of entrepreneurship remain hidden from scholarship, as existing topics are often vague or narrowly partitioned. In my dissertation, I utilize sociological understandings of human interactions which define entrepreneurial intention and action. Specifically, I explore how entrepreneurs’ religion, rurality, and social media use influences their behaviors. Throughout these three quantitative essays, I contribute to a better understanding of the social psychology of entrepreneurship, and why entrepreneurial pursuits are so intricately linked to every aspect of society. Throughout my research, which …

“Every Mother A Missionary”?: The Vlogs Of Mormon Mothers, Celia Golden

Departmental Honors & Graduate Capstone Projects

The Church of Jesus Christ of Latter-day Saints (LDS Church) places high expectations on mothers because their role in the church is to rear children into godly adults. When their lives are made public through social media, Mormon mothers online avoid religious expectations by withholding information about their Mormon faith and scarcely showing their husbands on-camera. Mormon husbands are expected to be the providers for the family, but as demonstrated through mothers’ vlogs on Instagram, husbands’ erasure allows for mothers to market their expertise to others as a paid product to earn their own revenue. Through descriptive coding, this study …

Cyber Offending Among Adolescents: The Role Of Thoughtfully Reflective Decision-Making And Victimization, Revital Sela-Shayovitz, Tamar Berenblum, Sharon Toys

International Journal of Cybersecurity Intelligence & Cybercrime

There has been growing attention to the role of the decision-making process in crime involvement in recent years. However, less is known about the association between the decision-making process and adolescents’ online offending. The present study examined whether thoughtfully reflective decision-making (TRDM) and cyber victimization are related to adolescents’ cybercrime. Data were obtained from self-report questionnaires administered to 510 Israeli adolescents aged 13-20. The results indicate that TRDM is negatively associated with engagement in online offending. Furthermore, cyber victimization is significantly associated with online offending. In addition, a significant predictor of online offending is intense activity on social media. We …

Smart Strategies: The Impact Of Social Media And Ai In Modern Marketing, Waverly O. Smith

Student Publications

In recent times, social media and artificial intelligence (AI) have become increasingly popular in the world of marketing. With these technologies, companies can more efficiently and effectively find consumers and create tailored product advertisements. AI has helped companies segment consumers, identify trends, and predict consumer needs. Social media has created a platform in which companies can connect with consumers and gain direct feedback. Additionally, it has created a space in which anyone can become an influencer or market a product. With the evolution of technology and digital marketing, it has also become increasingly important for companies to use high quality …

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 …

Gatekeeping Girlhood: Tiktok As An Agent Of Gender And Racial Socialization, Kennedy Elyza Davis

Communication & Theatre Arts Theses

This thesis uses qualitative methods to study and analyze how TikTok users and the platform’s algorithm work together to redefine girlhood. By examining individual posts and the origins of the trends that they belong to, I will show why some users reject this new definition, as others have embraced it, and what this means for the future of girlhood. This research will complicate the question of what it means to be a girl on the Internet and the challenges that accompany this experience. Ultimately, I expand on the study of gender roles and the impact of social media as an …

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 …

Only Skin Deep Ai Lifestyle Accounts Influencing Political Discourse, Leland Fecher, Patrick Warren, Kylie Gilbert, Ella Murray, Miles Rockow, Jonathan Joon-Hyung Yoo

Media Forensics Hub Creative Inquiry Reports

Inauthentic political influence in American politics has been a prominent topic since the 2016 presidential election, and its features have shifted over time in response to platform countermeasures, feature adoption, and technological change. In this report we explore a small network of AI-empowered accounts posing as models, jewelry sellers, and artists that are espousing a particular partisan view, likely in an effort to engage specific online communities. This report includes a detailed description of the network and the topics in which the network regularly engages. We then discuss the possible effects this has on the American zeitgeist in the moments …

Social Media Influencers' Impact On Purchasing Decisions, Kennedi Kutz, Erin Flynn, Kiara Espinal, Julia Cheney

Proceedings of the New York State Communication Association

The study conducted entails how the usage of social media and the parasocial relationships with social media influencers impact the audience’s purchases as a consumer. The survey covers a wide range of questions discussing the different social media platforms, how often they engage on these platforms, and how often they click and engage with advertisements and influencers. It also covered questions that collected the demographics of the participants to give a better understanding of which groups are more likely to be influenced by advertisements and influencers. We have found that younger audiences are more likely to have their consumer purchases …

Revisiting The Diffusion Of Innovations Theory In The Digital Era: Adoption Of Artificial Intelligence In Social Media, Aliaa Khaled Elshabassy

Theses and Dissertations

The present study aims at revisiting the applicability of Rogers’ diffusion of innovations theory in the digital era, particularly in relation to recent advancements in Artificial Intelligence and their use in social media. The role of generational differences in influencing the adoption and non-adoption of these technologies is also explored. Drawing on the rich insights of qualitative data, the researcher adopts a multi-method approach comprising seventeen interviews with academic and professional experts and four focus group discussions among different generations to collect first-hand insights on AI adoption in the present time. AI was itself used for qualitative data analysis, including …

A Socioeconomic Analysis Of Fashion Entrepreneurs And The Use Of Self-Branding To Influence Consumer Behavior, Jasmine Gibbs-Stepter

LSU Doctoral Dissertations

The fashion industry is widely recognized as a significant sector within the global economy, crucially driving trends, creating jobs, and shaping culture. Despite its prominence, entrepreneurs from marginalized socioeconomic backgrounds often encounter considerable hurdles in establishing their businesses and sustaining them over time. These challenges manifest in various forms, including access to vital financial resources, insufficient networking opportunities, and restricted entry into lucrative markets, making it difficult for these entrepreneurs to compete in a dynamic and competitive landscape.

The rise of social media, with platforms like Instagram leading the charge, has ushered in a new era for fashion entrepreneurs. As …