Social Media Commons^™

Organic Social Media Strategy For The University Of Akron, Alexander Busch

Williams Honors College, Honors Research Projects

This project develops a research-based organic social media strategy for the University of Akron, addressing the growing importance of digital communication in higher education and the need for authentic, student-centered engagement. Although the university maintains an active presence on platforms such as Instagram, TikTok, Facebook, and X, its current content often reflects a corporate tone that limits relatability and audience connection. This project proposes an alternative content strategy instead: organic advertisements. These are unpaid, and rely on the algorithm to be promoted. The project proposes a five-week content calendar featuring mascot-driven campaigns and event-based initiatives to strengthen brand identity and …

Lingering Legacy: The Impact Fan Reactions Had On Media Framing In The Rossi-Marquez Rivalry, Maryann Lozowski

Honors Theses and Capstones

This study examines the influence that fan commentary has on media framing in sports journalism, especially in times of intense rivalry. The rivalry chosen for this specific study was Marc Marquez-Valentino Rossi as seen in the MotoGP championship. This research discusses the cyclical nature between the interaction of fan and media while shaping popular narratives in sport. A qualitative analysis of media headlines and fan comments was conducted comparing those found at the start of the rivalry in 2015, with reporting at its height, to that of the legacy reporting seen in the years that followed. Findings in this study …

The Triangle Of Social Media, Mental Health, And Activism: Lessons From July 2024 Anti-Discrimination Students Movement In Bangladesh, Md Belal Hossain

All Graduate Theses, Dissertations, and Other Capstone Projects

This project explores social media, mental health, and activism as three interconnected avenues of academic inquiry in the context of a student movement called the Anti-Discriminatory Students Movement (ADSM), that took place in July-August 2024 in Bangladesh. The movement, also called July Revolution (Bangladesh), overthrew a 16-year-ruling autocratic government and propelled the nation towards significant structural and political reform efforts. Utilizing a mixed method approach, including key informant interviews (N=6) and an online survey (N=396), it investigates how the triangle of social media, mental health, and activism evolved during this movement. Interview analysis reveals five major themes: 1) Ambiguity in …

#Mmiw On Instagram: Contemporary Representations Of Missing Indigenous Women, Girls, And Two-Spirit People​, Sydney E. Cathcart, Renu Pariyadath

University of South Carolina Upstate Student Research Journal

This research paper overlooks the disproportionate number of missing persons and violence towards Indigenous groups, particularly women. Communication research has pointed to mass media lacking coverage on missing or murdered cases of Indigenous people, contributing to invisibility of the issue and lack of attention to the problem. Individual efforts to increase sources of information have been utilized in social media to make up for where mass media lacks. Social media creators who look to raise awareness, mobilize grassroot actions, and expand community ties. Content analysis was used to analyze content in Instagram under hashtags relevant to #MMIW–Missing and Murdered Indigenous …

An Integrated Machine Learning Approach For Identifying Emergency Rescue Messages On Social Media During Natural Disasters, Wael Khallouli, Jiang Li, Jingwei Huang, Ghaith Rabadi, Samuel Kovacic

School of Cybersecurity Faculty Publications

During large-scale disasters, emergency call centers are often overwhelmed by the large volume of rescue requests and calls for help. Consequently, people are turning to social media platforms to seek assistance. Rescue information posted on these platforms is extremely valuable for first responders to make informed rescue decisions. Therefore, the automatic identification of these requests from the vast amount of data posted on social media during crises is critical yet challenging. This work presents our ongoing research on applying deep learning techniques to extract actionable rescue information from social media during crises. We proposed a novel deep learning model that …

Echo Chambers On The Left, Echo Chambers On The Right: How Socioideological Identity Emotion Shape Social Interaction Behavior On Social Media, Dean Carl Jackson

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

This dissertation investigates how echo chambers emerge on social media by shifting the lens from aggregate patterns of information exposure to moment-by-moment, individual level interaction decisions between peers. I theorize that selective exposure online is not only about what content people consume or avoid, but also about selective social exposure—accepting, rejecting, or sharing with the sources of that content—guided by sociopolitical identity, ideological distance (ID), and discrete emotions. To test this, I employ two survey experiments using real tweets varying in ideological extremity and measure user’s likelihood to Block, Follow, Retweet, or reply, alongside self-reported emotional reactions and ID between …

Social Media Through A Binary Lens: The Impact On College Students & Their Mental Health, Piper Mallchok

Williams Honors College, Honors Research Projects

It is important to first understand how individuals use social media so that we can then understand how and why their use will change the individual impact social media will have. Some students experience a decline in their mental health when their social media use changes. There is an abundance of research on college students and social media, respectively, that also addresses gender as a variable. In this review, the research will be studied to further understand the voices of those who are not commonly included in research that operates under a gendered framework. Additionally, these ideas will be compared …

Posting About Goals On Social Media: The Unexpected Effect Of Posting Goal-Intention Photos Rather Than Goal-Pursuit Photos On Goal Attainment, Kelly Eunjung Yoon, Cornelia Pechmann

Atlantic Marketing Journal

Can posting photos online help individuals achieve their goals? Past research has generally found that posting about goals on social media increases motivation to achieve those goals. However, little is known about the consequences of posting different types of goal-related content. This research uses real-world Instagram data to test the effects of posting photos about goal pursuit (i.e., goal enactment behaviors) versus goal intention (i.e., goal planning or setting) on goal attainment. Our findings indicate a positive and significant relationship between posting goal-pursuit photos and goal attainment. Conversely, posting goal-intention photos yields no measurable effect. This finding challenges the generalized …

“R-Word” Slurs Triple On X After Donald Trump’S Thanksgiving Post Used The Word, Bond Benton, Daniela Peterka-Benton

College of Communication and Media Scholarship and Creative Works

A joint study from Montclair State University faculty in the Joetta Di Bella and Fred C. Sautter III Center for Strategic Communication in the School of Communication and Media and the Department of Justice Studies shows a dramatic increase in content containing the slur “retard” on X after Donald Trump’s Thanksgiving Day Truth Social post used the word. Findings showed a 225.7% increase in posts containing the r-word on X with 1,129,438 posts in the studied period. The most viewed, liked, and shared content analyzed enthusiastically endorsed use of the r-word. Results appear consistent with the period after other prominent …

From Gossip To Guidance: Analyzing Student Posting On Yik Yak, Mikayla Nemgar

All Graduate Theses, Dissertations, and Other Capstone Projects

This study examines how college students at Minnesota State University, Mankato, use the anonymous social media app Yik Yak, and what they discuss within it. Using qualitative content analysis, 963 anonymous posts were collected and coded into five initial categories: (1) Seeking and Sharing Information, (2) Giving Raw and Unfiltered Opinions, (3) Attempting to Socialize, (4) Seeking Belonging, and (5) Complaining. The findings show that most posts expressed raw opinions, followed by seeking for belonging. Sub-themes emerged in these two categories, which offered more specific examples of how students use Yik Yak. These trends provide insight into how anonymity may …

Perceptions Of Stem Education And Artificial Intelligence: A Twitter (X) Sentiment Analysis, Demetrice Smith-Mutegi, Yoseph Mamo, Jinhee Kim, Helen Crompton, Matthew Mcconnell

Teaching & Learning Faculty Publications

Background, context, and purpose of the study: Artificial intelligence (AI) is becoming increasingly prevalent in science, technology, engineering, and mathematics (STEM) education, holding promising potential for supporting the design and implementation of quality STEM education. However, there is a lack of data-based research studying the diverse perceptions of AI in STEM education as conveyed on social media, the factors that influence those perceptions, or the change in those perceptions over time among public audiences. Results, the main findings: The purpose of this study was to examine public perceptions of AI in STEM education by analyzing X posts (Tweets) between 04/28/2020 …

Characterizing Language Use In Online Accessibility Discussion Forums, Nithiya Venkatraman, Anand Ravi Aiyer, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Discussion forums are one of the favored platforms for knowledge sharing. Given their popularity, copious research exists on understanding the linguistic and behavioral characteristics of forum conversations, so as to inform the design of many downstream applications including discourse visualization, sentiment analysis, and question answering. However, prior investigations have mainly focused on general forums designed primarily for sighted users, and as such the applicability of their findings to dedicated accessibility discussion forums frequented by blind screen reader users remains unanswered. To bridge this knowledge gap and facilitate the development of better-informed assistive technologies for blind people, we investigated language use …

Towards New Forms Of Using Social Media: Museums Activity On Linkedin, Magdalena Sawczuk

Journal of Marketing and Consumer Behaviour in Emerging Markets

The social media landscape changes very fast. It regards, among others, the accessible platforms and the features of social media tools. It also concerns the broad spectrum of institutions that start their virtual activity in different ways, and museums’ participation in social media can be indicated here. Their activity mainly focuses on communication with the audience or other museums, but some new approaches can also be observed. One of them is activity on LinkedIn, which is closely connected to the professional perspective and employee-related issues. Hence, the article aims to explore the main paths and forms of the Polish museum’s …

Legal Chefs’ Appetizing Taglines To Engage Consumers In The Age Of Social Media: The Struggle Against Trademark Genericide, Emily Mcdonald

Journal of Food Law & Policy

Many have heard the phrases “raisin bran,” “escalator,” “nylon,” and “aspirin,” all of which are “old” trademarks that have undergone genericide. Genericide occurs when a trademark has become common from the customer’s perspective concerning specific goods or services rather than associated with the source, which is usually the company that registered the trademark. In short, businesses are no longer able to use the trademark exclusively. Another common trademark phrase that became generic was “Taco Tuesday.” In light of the prolific use of social media today, recent data and statistics show that “food” has become a predominant category and trend on …

Tikking The Tok And Leading The Way: Teacherpreneurs Leading On Tiktok, Jori S. Beck, Derrick Riddle

Teaching & Learning Faculty Publications

Teacher shortages in the United States have increased the need for resources for teachers just learning to teach. The purpose of this study was to explore how teacherpreneurs, a type of teacher leader, are leading on TikTok. We grounded this study in the research on teacher leadership, including the five waves of teacher leadership and the most recent development of teacherpreneurship, as well as social media influencers. We qualitatively analyzed 300 videos from 30 different teacherpreneuers to determine the following themes: diverse narratives, entertainment, instructional resources, and advocacy. We describe implications for practice, including teacher preparation, as well as future …

Social Media As Health Educator: An Assessment Of The Understandability And Accuracy Of Tiktok Content About Contraception, Julianna Coleman, Maetal Haas-Kogan, Andrea Pelletier, Rachel Stoddard, Natasha Johnson, Julia Beatini, Nora Sun, Alex Keuroghlian, Deborah Bartz

Department of Family & Community Medicine Faculty Papers

BACKGROUND: Contraception knowledge and attitudes are largely formed from conversations within one's social network. More recently, this network has expanded to include social media. As the fastest growing social media platform, we aimed to assess popular contraception videos on TikTok for content understandability, actionability and accuracy.

METHODS: This is a secondary analysis of the most viewed, contraception-specific TikTok videos that were previously coded as containing educational messaging in a content-analysis study. We assessed videos for understandability (ability to explain a key message) and actionability (identify what they can do to act on that message) using the Patient Education Materials Assessment …

Would You Pay An Insta-Doctor A Visit? Social Media Personal Brands And Young Consumer Perception, Małgorzata Szwed

Journal of Marketing and Consumer Behaviour in Emerging Markets

Technological developments and the broad availability of the Internet provide constant access to social media for users. These platforms are used to communicate with friends as well as to follow other users and brands. Also, physicians have public social media profiles on which they publish both professional and personal content. The objective of the paper is to explore and understand customers’ perception of physicians’ social media use. To obtain the purpose, a qualitative research method was adopted that involved 12 semistructured interviews with people who followed physicians’ profiles on social media. The study identifies three consumer groups: social media enthusiasts, …

Discretionary Dissemination On Twitter, Richard M. Crowley, Wenli Huang, Hai Lu

Research Collection School Of Accountancy

The study provides large-scale descriptive evidence on the timing and nature of corporate financial tweeting. Using an unsupervised machine learning approach to analyze 24 million tweets posted by S&P 1500 firms from 2012 to 2020, we find that firms are more likely to tweet financial information around significantly negative or positive news events, such as earnings announcements and the filing of financial statements. This convex U-shaped relation between the likelihood of posting financial tweets and the materiality of accounting events becomes stronger over time. Whereas research based on early samples concludes that firms are less likely to disseminate financial information …

Experimental Evidence Of Instagram Influencers’ Impact On Well-Being, Kimberly Yiting T'Ng, Kai Qin Chan, Andree Hartanto

Research Collection School of Social Sciences

With Instagram influencers holding significant sway over public perception, their presumed psychological impact on young adults has gathered public attention. It has been claimed that influencers, known for showcasing enviable lifestyles, have the potential to affect their followers’ well-being. However, these claims have been based on correlational data that focuses on diffused indicators of social media consumption rather than specific features of Instagram. This limits our insight into the direct effects of Instagram on well-being. We experimentally investigated the effects of a brief exposure to Instagram influencers on the well-being. Our results showed that viewing profiles of demographically similar social …

Hub Brief: Spamouflage Targeting Of U.S. Senator Marco Rubio, Darren Linvill, Patrick Warren

Media Forensics Hub Reports

The People’s Republic of China’s (PRC) campaign known as Spamouflage Dragon has targeted sitting U.S. Senator Maroc Rubio with an ongoing disinformation campaign. Attacks on Senator Rubio began in 2022 during his reelection campaign, apparently paused for nearly two years, but began again in September 2024 though at a much lower rate. This report will briefly outline the changing tactics Spamouflage has employed in their work against Senator Rubio.

Dangerous Speech As An Atrocity Early Warning Indicator: Measuring Changing Conflict Dynamics, Catherine Buerger, Susan Benesch

Genocide Studies and Prevention: An International Journal

Dangerous speech, any expression that can increase the likelihood that someone will commit or condone violence against members of another group, can be a powerful early warning signal of impending mass violence. However, one cannot make a list of words that are dangerous, since the effect of the message depends not only on its content, but also on how it is communicated: by whom, to whom, and under what circumstances. What may be benign in one context may be extremely inflammatory in another. Thus, effective monitoring requires deep knowledge of the local setting and structural factors. The spread of dangerous …

Taking The Law Into Their (Virtual) Hands: Facebook And Digital Vigilantism, Christine Anne R. Cox

Department of Communication Faculty Publications

Digital vigilantism is an emerging phenomenon whereby netizens engage in forms of targeted surveillance, naming and shaming through new media, supposedly for social justice ends. The multi-layered case of Christine Dacera, the Filipina flight attendant who was found dead on New Years Day 2021, is one such case that warrants the critical investigation of the role of Facebook in vigilant behaviors of Filipino users. Using netnographic data and an affordances approach, this study asks the following: What are the dominant affordances associated with the use of Facebook for digital vigilantism, and how does surveillance enable the new normal of community …

Sport Social Hub: Using The Power Of Collaboration To Develop Hands-On Social Media Competencies, Alisa Agozzino, Brendan O'Hallarn, Peyton Stensland, James Strode

The COSMA Journal

This paper introduces Sport Social Hub, a collaborative, multi-institutional social media exchange inspired by the Commission on Public Relations Education's (CPRE) emphasis on key knowledge, skills, and abilities (KSAs) in public relations education. Sport Social Hub engaged students from four universities in topical, sports-themed assignments. These assignments involved creating memes, analyzing historical and contemporary sports photographs, profiling industry professionals with infographics, and developing engagement contests. The paper outlines how Sport Social Hub addresses CPRE's recommended KSAs within social media, collaboration, and creative thinking. Utilizing social media platforms as pedagogical tools, Sport Social Hub aimed to enhance students' social media competencies, …

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

Proceedings of the New York State Communication Association

The study entails how social media usage and 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 them, and how often they click and engage with advertisements and influencers. It also covered questions that collected the participants' demographics to better understand 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 influenced by social media advertisements and influencers than older audiences. …

A Study To Explore How People Evaluate The Quality Of Their Medical Information From The Social Media For Celiac Disease, Phillip Arnold

Theses and Dissertations

Every day, millions of people visit various social media platforms to post updates on their daily lives, to search for information, and to repost and/or potentially like posts on social media. This has led to scores of pieces of misinformation appearing on these social media posts. While some misinformation can be harmless and disregarded by the general public, there are various subject matters, including medical treatments and diseases, where misinformation on the treatment and other various subjects involving the disease can lead to dire consequences. This research proposes to investigate how social media users vet their data on two different …

Challenging Beliefs: Examining The Efficacy Of Corrections For Conspiratorial And Partisan Misinformation, Ava Zwolinski

Dissertations, Theses, and Capstone Projects

The threat of misinformation is widely acknowledged among researchers and laypeople (NORC, 2021). When misinformation coalesces with conspiracy theories, the repercussions can be especially dangerous, sometimes even fatal. Events such as the January 6th insurrection and the Buffalo Tops Supermarket shooting were both, in part, inspired by misleading information and conspiracy theories (Burke, 2022; Dawsey, 2023). While misinformation involving conspiracy theories is recognized as possibly posing a greater threat to correction efforts (Lewandowsky, 2021a), no study has yet experimentally manipulated the presence or absence of conspiratorial elements within misinformation. This dissertation explores whether conspiratorial misinformation is more difficult to correct …

The Role Of Indonesian Doctors As Content Creators In Fighting Health Hoaxes, Myths, And Stigma On Social Media, Lydia Okva Anjelia, Deddy Mulyana, Jenny Ratna Suminar

JURNAL KOMUNIKASI INDONESIA

Amidst the proliferation of disinformation and misinformation related to health on social media, the public must ensure that the sources of information are trustworthy. This research aims to explain the role of doctors in the fight against health hoaxes, myths, and stigma spread through social media. The study adopts qualitative research with a phenomenological approach to understand doctors' experiences and perceptions regarding their efforts to address health hoaxes, myths, and stigma on social media. Fifteen doctors as content creators in Jakarta and Bandung were selected as informants using purposive sampling. The data was collected through interviews, observation participation, and documentation …

Age. Cultural Intelligence, Social Media Use And Anxiety, Bill Comstock

Master's Theses & Other Graduate Student Works

This August 2024 Master of Science in Psychology thesis at Lipscomb University study investigated the intricate relationship between social media use, age, cultural intelligence, and anxiety levels, aiming to unravel potential interactions and influences across diverse demographics. In a survey-based approach, 49 participants from various age groups and cultural backgrounds were tested for age, cultural intelligence scores (CQS), anxiety levels (GAD-7), and social media use patterns assessed by the Social Networking Time Use Scale (SONTUS). The central hypothesis posited that age, cultural intelligence, and social media use collectively interact in predicting anxiety levels. To address this, a multiple linear regression …

Youtube Influencers In Bangladesh: Analyzing Message Strategies Of Sponsored Ads In Vlogs, Monira Begum

Master's Theses

Social media influencers, particularly YouTube influencers marketing emerged as a growing industry in Bangladesh. However, research on this topic is limited. This study effectively addresses this gap and following quantitative methods and content analysis, this study mainly examines Influencers and brand categories, the narration of sponsored brands in advertising, influencers’ interactivities, and engagement with the followers, and message strategies in ads employing Taylor’s six-segment message strategy wheel, advertising appeals, and message formats. Results indicate that influencers' dominant vlog content is entertainment, as well as technology as prevalent brand characteristics in the study.

Regarding the narration of the sponsored ads, this …

Digital Marketing Strategies For The Jakarta International Handicraft Trade Fair (Inacraft), Ranisya Yasfiani Syafira, Poeti Gladyzka Emiria

Jurnal Sosial Humaniora Terapan

Nowadays, digital marketing is crucial for companies to advertise products or services via digital media or platforms, allowing them to reach a broader audience through the internet. Numerous companies implement digital marketing strategies; one such firm is PT Mediatama Binakreasi. This study examines digital marketing metrics such as expenditure, bidirectional communication, incentive programs, and website design. It also investigates the digital marketing practices employed for the INACRAFT 2023 event by the Marketing Communication division at PT Mediatama Binakreasi. The aim of this study is to evaluate the interaction with existing metrics, identify digital marketing forms, and analyze the content creation …