Social Media Commons^™

From Hashtags To Regime Change: How Ai-Driven Social Media Algorithms Fueled Youth Protests Against Authoritarianism In Bangladesh But Stalled In Pakistan (2020-2025), Rafia Nishan Abbasi

Electronic Theses and Dissertations

In this research, it has been investigated that how and why youth protests were amplified by AI based social media algorithms in Bangladesh; however, their impacts resulted in occasional and isolated resistance in Pakistan during 2022-25, taking in account the differences in state regulations, platform governance, and civil society networks. While utilizing Mixed-methods approach, this study employs comparative discourse analysis, a structured survey (N=466), semi-structured interviews, legal and policy tracing, and platform data. This research has proposed a novel theoretical framework of Algorithm Regime Mediation (ARM). ARM considers platform algorithms as politically intermingled intermediaries which can determine socio-political outcomes by …

Branding The Protector And Helper: How The U.S. Army National Guard Presents Itself In Humanitarian Outreach, Aaron Otoo Acromond

Electronic Theses and Dissertations

This study examines how the United States Army National Guard constructs and communicates its humanitarian identity during domestic disaster response through official social media. Addressing limited scholarship on how hybrid military institutions frame their roles in domestic crises, the research applies qualitative content analysis to visual and textual posts from official Facebook and Instagram accounts during three disasters: Hurricane Ian (2022), the Hawaii Wildfires (2023), and Hurricane Helene (2024). The analysis identifies three communication themes: operational preparedness and technical capacity, humanitarian assistance to affected civilians, and collaboration with civilian agencies. These narratives portray the National Guard as a professional and …

Voices Of A New Era: A Discursive Psychology Study Of Influencer-Follower Discourse On Tiktok, Andrea Guerrero Hernandez

Electronic Theses and Dissertations

The present study researched and investigated the discourse of five mega fashion influencers on TikTok, as well as the discourse of 15 followers engaging with fashion influencer content on the same platform. The theory used to guide this study was discursive psychology theory, which provided the groundwork for understanding how both influencers and followers position their identities, justify their actions and decisions, and construct their reality. The primary aim of this research is to deepen understanding of how influencer discourse shapes follower discourse, identifying recurring patterns, contradictions, and the ways in which tensions are negotiated. The findings reveal a range …

Retreat, Renew, Reflect: Exploring Digital Marketing Strategies For Faith-Based Retreat Centers, Rebecca A. Mickler

Electronic Theses and Dissertations

In today’s fast-paced world, retreat centers offer a vital opportunity for rest, reflection, and spiritual renewal. Despite growing societal awareness of mental health and wellness, many religiously affiliated retreat centers face stagnant participation, aging leadership, and operational challenges that threaten their long-term sustainability. This qualitative-dominant mixed methods study uses bright spots analysis to examine how Villa Maria Education and Spirituality Center (VMESC), a Catholic retreat center, can strengthen its digital marketing strategies to attract new audiences while maintaining mission alignment.

Bright spots analysis examines positive outliers, organizations that achieve notable success despite operating within similar constraints, to identify practices that …

"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 …

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 …

Brand Media And Health Perceptions: A Thematic Analysis Of Generational Differences, Julie Irene Diaz

Electronic Theses and Dissertations

This thesis explores the influence of brand identity and media on shaping evolving perceptions of health across generations. The three generations considered are Generation X, Millennials, and Generation Z. The initial hypothesis predicted the popular media and brands that each generation interacts with are most likely to influence their perception. Additionally, the health brands most popular with each generation would influence their overall health perception, based on the identity and values of the brand. A qualitative study was conducted using focus groups to gather data about health perceptions, brand identity, media influence, and holistic health. The findings suggest that individuals …

Digital Revival: The Role Of Social And Streaming Media In The Resurgence Of Appalachian Country Music, Jacob Cody Powers

Electronic Theses and Dissertations

This study investigates the role of digital media, specifically social media, and streaming platforms, in the resurgence of Appalachian country music. In recent years, niche music genres have found new life through online platforms, which offer unique avenues for discovery, engagement, and community building. Using a mixed methods approach, this research combines quantitative survey data and qualitative thematic analysis to explore how audiences discover Appalachian country music on platforms such as TikTok, YouTube, and Spotify. A cross-sectional survey was distributed to college students and social media users, collecting responses on participants' digital engagement habits, platform preferences, and motivations for exploring …

Digital Storytelling Strategies For Viewer Engagement: A Rhetorical Analysis Of Youtube Videos By Nonprofit Healthcare Organizations, Maame Aba Afful

Electronic Theses and Dissertations

As reliance on digital media and social media platforms such as YouTube increases, health organizations infuse rhetorical strategies to create memorable and impactful health-related videos to raise awareness and attract support. Nonprofit healthcare organizations use digital storytelling to communicate their impact. In this study, I conduct a rhetorical analysis of five digital storytelling videos shared on the YouTube pages of nonprofit healthcare organizations to: identify how the videos leverage rhetorical appeals, point-of-view (POV), and metadata; and discuss how such strategies might influence viewer engagement or brand objectives. My findings suggest that nonprofit healthcare organizations integrate positive and negative emotional appeals …

Baby Dust: A Narrative Analysis Of Infertility Journeys On Youtube, Patricia Carrillo

Electronic Theses and Dissertations

Infertility is a distressing experience for those diagnosed and often exacerbated by engagement with biomedical treatments. This thesis is an exploration of infertility “journeys” posted on YouTube. Through a narrative analysis of 8 YouTube channels, several key themes were identified, specifically embodiment of the infertility label, barriers to treatment, and agency. This work uses the mindful body framework to look at how the individual body, social body, and body politic shape and reinforce these themes in the context of biomedical infertility treatment. These findings suggest infertility is a dynamic and distressing experience but by engaging in the narrative process, through …

Understanding The Misunderstandings: Using Deliberative Democracy And Communication Ethics To Overcome Societal Polarization In Post-Truth America, Jessica Neu

Electronic Theses and Dissertations

This work contributes to communication scholarship by advancing the discussion of deliberative democracy to include communication ethics and popular culture artifacts to use as case studies in an exploration of how to engage in a type of dialogic civility that acknowledges identity politics without allowing it to be a barrier to progress in a post-truth society. As such, this work provides a sense of how to engage in conversation that recognizes and hears the Other in a way that makes all stakeholders uncomfortable. From this discomfort comes growth, as individuals do not necessarily need to completely alter their ideologies, morals, …

Engaging For A Cause: How Nonprofits Can Leverage Theory To Maximize Video Engagement On Instagram., Aiko A. A. A. Jones

Electronic Theses and Dissertations

Video is the second-richest form of media, conveying both verbal and nonverbal cues to viewers (Hasim et al., 2020). When coupled with the accessibility of social media, videos can spark consumer interest and convert neutral parties to brand-supporters (Alamäki et al., 2019; Tseng & Wei, 2020). This study aimed to investigate the effects of using Aristotle’s persuasive appeals, Berger’s STEPPS, and Monroe’s Motivated Sequence on the success of nonprofit organizations’ social media videos, measured in engagement metrics (likes and comments). Through a content analysis of 50 videos posted to Instagram by randomly selected nonprofit organizations, this study found that pathos …

#Getinked: An Anthropological Exploration Of Tattooing And Social Media, Delanee Taylor

Electronic Theses and Dissertations

This thesis aims to address two inquiries regarding contemporary tattooing. The first goal is to explore how social media has changed the practice of tattooing while the second goal is to examine how tattoos are used to express or explore the differing facets of a person’s identity. Identity theory, social identity theory, semiotics, and the concepts of stigma and deviancy form the theoretical framework which allows one to understand the ways in which tattoos can provide insights into the various aspects of someone’s identity as well as how social media can influence members of the tattoo community. An online survey, …

“Omg, I Think You May Have Just Changed My Life”: Binge Eating Disorder Recovery In Instagram Comment Sections, Caitlin Roe

Electronic Theses and Dissertations

As the internet and social media have become a more ingrained part of everyday life, online eating disorder pro-recovery communities have become a common topic of examination in the psychological sciences. However, there has been little focus on online binge eating disorder (BED) pro-recovery communities specifically. Additionally, there has not been much exploration into the use of comment sections as a part of pro-recovery communities. The current study used codebook thematic analysis to code ten BED pro-recovery Instagram comment sections to examine the interactive data present within this recovery community. Four themes were developed during analysis: detailed self-disclosure, sharing experiences …

T. Hanks For Nostalgia: The Power Of Tom Hanks And Film Branding, Jacob Higgs

Electronic Theses and Dissertations

In March 2020, Tom Hanks announced he had contracted COVID-19 while shooting the Elvis Presley Biopic in Australia. On Instagram, he encouraged fans to take the disease seriously and be aware of how severe of a disease it was. Character brands and nostalgia have been found to foster trust in products and encourage relationships with those brands. Using the lens of nostalgia and uses and gratification to examine Tom Hanks as a character brand, the researcher analyzed five blockbuster films with Tom Hanks as the lead character. The study used narrative thematic analysis to observe Hanks and the depictions of …

Tiktok As Art: Visual Culture Art Education In An Afterschool Art Program, Chloe C. Morrell

Electronic Theses and Dissertations

This research and the objective were to investigate the firsthand experience of

visual culture art education in an after-school art program. The after-school

program was focused mainly on an underserved population. We focused our

concentration on the social media app TikTok. The author investigated visual

culture theorists and discovered ideas from Terry Barrett and his use of

denotations and connotations and their relationship to art. The participants were

members of the Boys and Girls Club of Nacogdoches who analyzed TikTok

videos using annotations and denotations, then in return created their own

individual videos inspired by an original TikTok video. The …

A Content Analysis Of The Female Tiktok Influencer: How Smis Alter Their Image And Self-Presentation Based On Their Communities., Sydney R Dotson

Electronic Theses and Dissertations

Influencer marketing is a growing industry on social media platforms, like TikTok. Influencers have the power and authority to control the purchases and habits of their audiences, however, the communities of these followers can be just as influential. According to TikTok For Business (2021), “part of the excitement of [TikTok] is derived from people having the power to choose the spaces they want to be part of, and the content they want to interact with.” The purpose of this study is to determine if social media influencers alter their image and self-presentation based on their community. The study examines the …

Framing, Advice-Seeking, And Medical Trust In The R/Keto Community: An Analysis Of The Medical Flair On R/Keto, Sabrina Finke

Electronic Theses and Dissertations

First created in 1921, the ketogenic diet was used as a medical intervention for children suffering from severe epilepsy. However, in recent years, this highly restrictive diet has gained mainstream popularity for a number of illness management, wellness, and weight loss uses. Despite its rise in use and popularity, mainstream medical opinion still views the ketogenic diet as a last resort for severe conditions. Using a content analysis of posts tagged with the “medical” flair on the subreddit “r/Keto,” this thesis found commonalities among posts which praised the ketogenic diet and shared positive personal anecdotes were the most likely to …

An Examination Of Trust In News Mediums By College Students: A Comparison Of Egypt And The Usa, Karim Soliman

Electronic Theses and Dissertations

Polls have shown a decline in trust in the USA when it comes to trust in Media. This study looks at if trust in news mediums really does matter. The study also compares a sample from USA to Egypt. The study finds that American college students have more trust in traditional news media but use it less than newer forms such as social media. The Egyptian sample has high trust in social media and low trust in traditional news media that are normally under the influence of the Egyptian government. The frame works used are the uses and gratification theory, …

The Impact Of Facebook Affordances On Doomscrolling Behaviors During The Relational Dissolution Process, Emma Williams

Electronic Theses and Dissertations

The affordances provided by social networking sites (SNSs) impact how different social media platforms are used. Facebook has unique affordances such as ease of use, community, information seeking, escapism, and common interests that impact Facebook use. Interpersonal electronic surveillance, categorized as doomscrolling for this study, is a behavior of continuous scrolling and consumption of negative content. Facebook affordances, paired with digital artifacts from terminated relationships, create an environment for doomscrolling (IES) behavior. Building off of the “grave-dressing” and “resurrection” stages of relational dissolution, I examined the relationships of these Facebook affordances with doomscrolling (IES) behaviors through an online survey (N …

Nonprofit Narratives: How Two Organizations Use Social Media And Rhetorical Appeals To Address Issues Of Sexual And Domestic Violence, Samuel Hiester

Electronic Theses and Dissertations

Though often seen as a panacea for organizational objectives, nonprofits must be judicious in deploying social media, particularly due to resource limitations. Nonprofits deploy many types and styles of digital texts, including social media. Classical rhetorical appeals can be effective means for achieving positive impact in that context. When used correctly, these ‘digital texts’ can be leveraged for maximum engagement with audiences. This study examines both a large, national organization – the National Sexual Violence Resource Center – and a small, regional one – Branch House Family Justice Center – for not only what sort of digital texts are utilized, …

The Influence Of Social Media On The Tourism Industry: A Content Analysis Of Culinary Tourism Brands Via Instagram, Angela White

Electronic Theses and Dissertations

The tourism industry in the United States is constantly changing and being influenced by social media, specifically Instagram. Culinary brands use Instagram to advertise their restaurants and dishes in a creative, visual way. As a result, Instagram is now being used as a tool by tourists and both potential and current customers to share their dining experiences and find these locations based on the visual appeal. This study provides a content analysis of Instagram account information and photo composition within eight popular culinary tourism destinations by examining the strategies used by the accounts. 50 randomly selected photos were used from …

Corporate Social Advocacy On The Blm Movement: A Content Analysis Of Corporate Responses Via Instagram, Oromidayo Racheal Tunji-Ajayi

Electronic Theses and Dissertations

Black Lives Matter (BLM) has been a concern in the US since 2013, thereby becoming an increasing interest. Several US corporations’ attention has been drawn to BLM due to its radical strategy on social media to facilitate engagements. Research shows that a company's engagement in activism by taking a stance on socio-political issues often records growth. Also, scholars have focused on corporate responses to BLM through the lenses of the implications or intentions of the brand’s engagement. This study, however, analyzes 236 corporate Instagram BLM posts through the lenses of the attributes of their responses. It is assumed that brand …

The Impact Of Artificial Intelligence In The Customer Journey: A Case Study Of Bosch Usa And Defy South Africa, Tariro S. Munyengeterwa

Electronic Theses and Dissertations

Artificial intelligence (AI) continues to gain traction and is increasingly reshaping the media and marketing communications field. While significant research has been conducted on the impact of AI in other fields, there is little empirical evidence on how AI is affecting the customer journey. The present study explored both organizations’ current use of AI tools and how customer perceptions about AI affect AI usage and adoption through the lens of diffusion of innovation theory. The research was conducted using mixed-method qualitative research. In-depth interviews and a case study content analysis were conducted to collect and analyze the data. The results …

Friendship In The Digital Age: Implications From A Philosophy Of Communication Approach, Tiffany Petricini

Electronic Theses and Dissertations

Friendship is a central relationship-style that grounds us. Much of the literature on the effects of technology on our relationships, especially friendship, has taken a skeptical approach. The notion of friendship is historically-situated, thus, it requires attention in each era and has prompted questions throughout human history. Our time is no exception. Changing cultures and redefinitions of basic human institutions have led us to our current moment, in which we are experiencing a loud and continuing debate on the effect of technology on our lives. Advancements in science have allowed us to understand our past and present in new ways. …

Trends In Advertising: How The Rise In Artificial Intelligence May Influence The Field Of Content Strategy, Joel Eaton

Electronic Theses and Dissertations

Whereas prior research on artificial intelligence has dealt with automation in fields like medicine, engineering, and computer science, this research study seeks to answer the question, “To what extent can AI be creative in the context of content strategy?” To answer this, this study employs content analysis using 16 online news and blog articles from primarily marketing organizations to identify and explain key variables surrounding the relationship between the computer and the creative professional. This study has found that the core belief that AI will play the future role of creative assistant in the context of content strategy is shared …

When Beauty Is More Than Skin Deep: A Content Analysis Of Popular Beauty Youtubers’ Video Strategies, Kristen Jones

Electronic Theses and Dissertations

The beauty community on YouTube is a popular outlet for influencer generated video content. Beauty YouTubers provide their viewers with makeup-related videos from tutorials to the latest trends on the platform. As a result, the influencers have gained high subscriber counts that generate revenue through advertisements and brand partnerships. The influencers create relationships with their subscribers that lead to loyalty in the form of video views and merchandise purchasing. This study provides a content analysis of common characteristics within 10 popular beauty YouTubers’ videos examining the strategies used by the influencers. The top five videos from each beauty YouTuber were …

The Undisclosed Dangers Of Parental Sharing On Social Media: A Content Analysis Of Sharenting Images On Instagram, Christian Bare

Electronic Theses and Dissertations

Sharenting is a new term used to define the action of parents posting about their children online. Social media provides parents with an easy to use outlet for image distribution to all family and friends that simultaneously archives the images into a digital baby book. While convenient, once publicly posted anyone can gain access to the images of the children. Instagram is a favorable social media channel for sharenting. A popular hashtag on Instagram, #letthembelittle, contains 8 million posts dedicated to child imagery. A set of 300 randomly selected images under the hashtag were coded. Images tended to contain personal …

@Gretathunberg: Navigating Critique And Identity Within Youth Climate Activism On Twitter, Carina Robin Weadock

Electronic Theses and Dissertations

Youth climate activist Greta Thunberg sat alone on the steps of the Swedish Parliament building in September of 2018, holding a bold black and white sign and demanding action be taken in the face of the climate crisis. Ever since, her activism and Twitter presence have sparked media attention, catalyzed youth activists globally to organize marches and strike from school, and have drawn critique. This thesis employs McKerrow’s (1989) critical rhetoric to uncover dominant discourses within tweets that undermine Thunberg based on identity and to explore the potential that Thunberg’s Twitter presence might or might not hold for future youth …

Measuring The Connective Action Of Black Lives Matter Activists: A Psychometric Investigation Into Twitter Data, Paige Alfonzo

Electronic Theses and Dissertations

Many protest movements from the last twenty-first century have become increasingly networked and personalized. Several scholars have tapped into this change coining terms such as participatory action, digitally mediated action, computer-mediated communication, issue-based organization, and what I focus on in this project, connective action. Building on the ideas percolating across the literary landscape at the time, Bennett and Segerberg (2012) introduced the logic of connective action based on emergent characteristics they observed in post-2010 large-scale social movements. Both the logic of connective action and related work have become deeply ingrained in today's social movement scholarship. As such, I felt it …