Social Media Commons^™

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 …

Instagram And Influencer Marketing: An Empirical Study Of The Parasocial Interaction Theory And Its Effects On Purchase Intention, Caroline Marie Chumley

Graduate Theses and Dissertations

Scholars have studied different factors that contribute to a parasocial interaction theory, and how this relates to purchase intention in the marketing industry. Previous research concentrates on parasocial interactions between television personalities and consumers, rather than influencers on social media. It is important to determine exactly what factors lead consumers to create a parasocial interaction with influencers in the media and determine how that parasocial interaction mediates purchase intention. Influencer marketing on Instagram is included in this study, as it contains brand-sponsored posts and allows users to interact with each other. This study utilizes the parasocial interaction model to determine …

The Accuracy Of Videos Related To Breastfeeding On Tiktok: A Content Analysis, Brianna Jack

Theses, Dissertations and Culminating Projects

Breastfeeding is widely recognized as the best nutrition for infants, yet its rates remain below recommended levels due to various factors. One such factor is the dissemination of misleading information, often from online sources like social media. This study investigates the accuracy of information in TikTok videos related to breastfeeding and whether differences exist between the accuracy of videos and narrator identification, skin color, and gender. This study also aims to investigate the relationship between the accuracy and popularity of videos based on the number of views, likes, comments, and shares. A content analysis was used to code the most …

Talking About Aphasia: A Social Media Analysis Of What Individuals With Aphasia And Communication Partners Convey About Functional Discourse, Anna Williams

Graduate Theses and Dissertations

This study aimed to blend what we know about aphasia and functional communication. Specifically, how individuals with aphasia are functionalizing communication on the social media platform of YouTube. Extensive clinically significant literature exists on functional communication within speech-language pathology that provides practical guidance for clinical applications. Moreover, an emerging theoretical framework on functional communication and aphasia has sparked fresh insights, particularly from the perspective of individuals with aphasia. This perspective holds promise for exploring how individuals and their families leverage social media for functional communication. This study aims to integrate established clinical research findings on functional communication with the evolving …

The Constant String Of Crises: A Critical Discourse Analysis Of Twitter Responses To Celebrity Crisis Communications, Megan Willman

Graduate Theses and Dissertations

Celebrity crises are more prominent in today’s social-media-fueled world than ever before. Public relations teams are hired to handle these instances on behalf of the celebrity, but no one can control the discourse that ensues on social media. The end goal of these teams is to restore trust and reputation with stakeholders and fans. Although there have been many studies on crisis communications, there are few studies thus far that have examined the strategy as well as the discourse of such timely crises. The public figures included in this paper are Ashton Kutcher, Lizzo, Luke Combs, Mila Kunis, and Taylor …

Towards Explainable Harmful Meme Detection Through Multimodal Debate Between Large Language Models, Hongzhan Lin, Ziyang Luo, Wei Gao, Jing Ma, Bo Wang, Ruichao Yang

Research Collection School Of Computing and Information Systems

The age of social media is flooded with Internet memes, necessitating a clear grasp and effective identification of harmful ones. This task presents a significant challenge due to the implicit meaning embedded in memes, which is not explicitly conveyed through the surface text and image. However, existing harmful meme detection methods do not present readable explanations that unveil such implicit meaning to support their detection decisions. In this paper, we propose an explainable approach to detect harmful memes, achieved through reasoning over conflicting rationales from both harmless and harmful positions. Specifically, inspired by the powerful capacity of Large Language Models …

Online Political Participation Among Younger Generations: A Case Study Of The Nigerian Presidential Election, Bowale Odukale

All Theses

The 2023 presidential elections in Nigeria represented a significant milestone in the nation's democratic progression, capturing the interest of observers both within the country and abroad. This study identifies the key online opinion leaders who participated in the electoral discourse, their generational affiliation, and the role of social media in facilitating youth engagement throughout the political process. Using Sprinkl, an online monitoring tool to harvest publicly available tweets containing the hashtag #NigeriaDecides2023 from February 11 to March 15, coupled with interviews, the study identified the prominent opinion leaders with significant influence, their types of messages and the motives behind youth …

The Drivers Of Academic Novelty In Digital Capitalism: Job Insecurity, Mental Illness And Time Poverty, Adalberto Fernandes

Emancipations: A Journal of Critical Social Analysis

The present-day digital capitalist academy increases novel academic results by leveraging factors such as precarious academic employment, time poverty, and mental illness. This paradigm reveals a confluence that turns seemingly negative aspects into productive elements. The consequence of this hypothesis is that by enhancing work, time and mental health conditions, there may be a reduction in the number of novelties, with an enhancement of academic's role as producers of truth.

"This Is How The West Ends": A Content Analysis Of Conservative Youtubers Notions Of Western Excellence, Michelle Johnson

Undergraduate Research Symposium 2024

In 2023, YouTube was one of the most used social media platforms in the United States alone. While existing scholarship (Finlayson 2022) has observed linkages between right-wing social media and distrust in institutions of government, family, and others, I seek to understand how conservatives use YouTube as a means to teach their audience racialized, gendered, and nationalistic ideas about the Western hegemonic order. To examine this issue, I conducted an in-depth qualitative content analysis of three key conservative content creators: Ben Shapiro, Matt Walsh, and Michael Knowles. Two videos were chosen within each creator's profile using keyword searches such as …

Tackling Networked Misogyny Through Graduate Curriculum Design, Carolyn M. Cunningham

Feminist Pedagogy

This paper explores the importance of sharing feminist research through digital projects. One of the barriers of digital projects is the networked misogyny that graduate students face. This paper offers several strategies for addressing networked misogyny, including teaching about digital privacy, strategies for documenting harassment, collective engagement, and integrating trauma-informed pedagogy.

Trajectories Of Digital Flourishing In Adolescence: The Predictive Roles Of The Developmental Changes And Digital Divide Factors, Jasmina Rosič, Lara Schreurs, Sophie H. Janicke-Bowles, Laura Vandenbosch

Communication Faculty Articles and Research

Digital flourishing refers to the positive perceptions of digital communication use in five dimensions: connectedness, positive social comparison, authentic self-presentation, civil participation, and self-control. This three-wave panel study among 1081 Slovenian adolescents (M_age = 15.34 years, 53.8% boys, 80.7% ethnic majority) explored the trajectories of their digital flourishing dimensions over 1 year (2021–2022). Latent class growth analysis identified two classes. Adolescents in the first class reported high levels of digital flourishing, which remained stable over time, whereas those in the second class reported low levels of digital flourishing with decreased self-control over time. Autonomy-supportive restrictive, autonomy-supportive active, and …

The Actions Of A Lonely Woman And The Effects Of Online Incel Communities On Society, Antara Dabral

Richard T. Schellhase Essay Prize in Ethics

In recent years, the resistance to women’s rights movements has started to shift from only being based on gender roles and has started to take root in insecurity and anxiety surrounding a dating life. This phenomenon has been further exacerbated with the advent and growth of the internet, where ideas are allowed to spread across the world rapidly which has created online forums where people known as incels gather.

In this paper, I ascertain that these online forums have a broad incel culture and community founded on victimhood and frustration and how they were formed as a consequence of a …

Zeitgeist Of The 2010s And Impact On Fashion Trends, Sophie Scott Anderson

Senior Theses

The zeitgeist of the 2010s can be examined through shifts in technology, politics, economy, environment, religion, and entertainment. This research explores how fashion serves as both a mirror and a driver of societal change during this transformative decade. Trend diffusion itself evolved from the traditional theories of trickle-up and trickle-down because of the prominence of influencer culture, giving average consumers the platform to influence numerous like-minded consumers. Defining the 2010s zeitgeist requires an analysis of the significant patterns in the technological and sociocultural environment through as many sources as possible for a holistic approach. Sociologically, fashion has been accepted as …

Enhancing Information Architecture With Machine Learning For Digital Media Platforms, Taylor N. Mietzner

Honors College Theses

Modern advancements in machine learning are transforming the technological landscape, including information architecture within user experience design. With the unparalleled amount of user data generated on online media platforms and applications, an adjustment in the design process to incorporate machine learning for categorizing the influx of semantic data while maintaining a user-centric structure is essential. Machine learning tools, such as the classification and recommendation system, need to be incorporated into the design for user experience and marketing success. There is a current gap between incorporating the backend modeling algorithms and the frontend information architecture system design together. The aim of …

Researcher Access To Social Media Data: Lessons From Clinical Trial Data Sharing, Christopher J. Morten, Gabriel Nicholas, Salomé Viljoen

Faculty Scholarship

For years, social media companies have sparred with lawmakers over how much independent access to platform data they should provide researchers. Sharing data with researchers allows the public to better understand the risks and harms associated with social media, including areas such as misinformation, child safety, and political polarization. Yet researcher access is controversial. Privacy advocates and companies raise the potential privacy threats of researchers using such data irresponsibly. In addition, social media companies raise concerns over trade secrecy: the data these companies hold and the algorithms powered by that data are secretive sources of competitive advantage. This Article shows …

My Github Sponsors Profile Is Live!": Investigating The Impact Of Twitter/X Mentions On Github Sponsors, Youmei Fan, Tao Xiao, Hideaki Hata, Christoph Treude, Kenichi Matsumoto

Research Collection School Of Computing and Information Systems

GitHub Sponsors was launched in 2019, enabling donations to opensource software developers to provide financial support, as per GitHub’s slogan: “Invest in the projects you depend on”. However, a 2022 study on GitHub Sponsors found that only two-fifths of developers who were seeking sponsorship received a donation. The study found that, other than internal actions (such as offering perks to sponsors), developers had advertised their GitHub Sponsors profiles on social media, such as Twitter (also known as X). Therefore, in this work, we investigate the impact of tweets that contain links to GitHub Sponsors profiles on sponsorship, as well as …

The Use Of Figurative Suicidal Language By College Students And Its Impact On Mental Health And Suicide Stigma, Makayla Hooker

Senior Theses

Using suicidal language as a hyperbole in everyday conversation has become common for college students experiencing stress. Previous research analyzed use of suicidal language on social media with the intention of finding the best way to provide help to the individuals expressing true suicidal ideation on social media but found that many people do not literally mean what they are saying when they use suicidal language. It was hypothesized that the frequency with which individuals use suicidal statements figuratively as well as the frequency with which they hear others use these statements would negatively correlate with the level of seriousness …

A Four-Level Meta-Analytic Review Of The Relationship Between Social Media And Well-Being: A Fresh Perspective In The Context Of Covid-19, Joax Wong, Xin Yi Poh, Frosch Quek, Verity Lua, Nadyannam M. Majeed, Andree Hartanto

Research Collection School of Social Sciences

Social media, one of the most pervasive forms of technology, has been widely studied in relation to the mental health and well-being of individuals. However, the current literature on social media and well-being has provided mixed and inconclusive findings, thus creating a polarizing view of social media. These mixed findings continue to extend into the pandemic, with researchers debating over the effects of social media in the new norms of social isolation. In light of these inconclusive findings, the aim of our meta-analysis was to synthesize previous research data in order to have a holistic understanding of the association between …

An Evaluation Of Social Media Privacy Policy Compliance Based On Lda Topic Modeling, Xukan Xu, Li Yi, Jin Tang

Journal of Scientific Information Research

[Purpose/significance]In today's increasingly important personal information protection, the compliance evaluation study of social media privacy policies in China is conducted to provide reference for improving social media privacy policies and strengthening personal information protection. [Method/processes]The article selects 28 commonly used social media and comparatively analyzed their privacy policy texts based on LDA topic model, completeness evaluation and reading sense analysis. [Result/conclusion]It is found that with the introduction of relevant information protection laws, social media has made positive progress in privacy protection and information security, but there existed room for further improvement in terms of policy integrity, protection of special groups …

Exploring Demagoguery And Political Rhetoric’S Impact Through Social Media, Avery Palsma

Honors Thesis

Demagoguery refers to political rhetoric and activity that seeks support by appealing to the desires and prejudices of ordinary people. Demagogues are political leaders, such as Donald Trump and Adolf Hitler, who gain power by using a destructive approach to popular discourse. They influence culture by perpetuating and influencing ideologies, allowing them to take advantage of and fuel a dominating culture. Demagogues are present in today’s culture as the political divide becomes greater. This study aims to explain why demagogues are so influential and how social media might be contributing to their growth. In order to do this, three communication …