Digital Commons Network^™

Public Health Law’S Digital Frontier: Addictive Design, Section 230, And The Freedom Of Speech, Matthew B. Lawrence

Faculty Articles

This Article argues that, even if courts are unpersuaded by the broadest arguments in favor of a public health approach to regulation of addictive design, they should nonetheless reject the platforms’ efforts to make addictive design a public-health-law-free zone. The public health and internet paradigms can be reconciled as a policy matter because addictive design threatens both public health and innovation online. The public health and internet paradigms can also be reconciled as a legal matter be-cause even strong theories of section 230 and the First Amendment, properly understood, leave states a safe harbor in which to regulate much addictive …

Tiktok And Civic Activity Among Young Adults, Kenneth W. Moffett, Laurie Rice

SIUE Faculty Research, Scholarship, and Creative Activity

TikTok is known for its lighthearted dance and lip-synch videos, yet videos with the hashtag #politics have garnered nearly 14 billion views. Does young adults’ politically oriented expression on TikTok lead to increased civic engagement offline? TikTok helps incorporate young adults into political social networks that may encourage additional civic activity. In addition, the playful, humorous nature of TikTok-based political expression encourages young adults to develop participatory, political selves. Using data from a 2020 survey of Americans between 18 and 25 years old, we find that posting political videos on TikTok connects with higher offline civic engagement. The results suggest …

Pandemic Communication: International Communication, Anthony Spencer

Other Scholarly Publications

The COVID-19 pandemic has transformed our world as we previously knew it. One of those major changes is how we communicate with one another across national borders. The pandemic forced us to find ways to improve the way we utilize social media outlets to communicate with others around the world. Research into global communication has long been too focused on the West, and particularly the United States. This shift in our communication usage also provides a moment of pause to reflect on ways to make the field of international communication more inclusive and focus on key issues which influence transnational …

Exploring The Use Of Social Media For Teacher Professional Learning, Kosgei Jeruto Lonah

Master of Education

This study sought to find out how social media can be used to leverage teacher professional learning. It adopted a designed-based research approach with a pre-intervention, an intervention and a post-intervention phase. There were four different types of data sources analyzed: questionnaires, an online survey, and interviews with administrators and TPL providers. In addition, the contributions and activities of teachers on social media platforms were examined. Data suggest that while social media is currently being used in TPL its affordances are not fully exploited. WhatsApp is the most used social media in TPL. Findings suggest that when teachers are oriented …

The Social Media Industry: Where Is It Heading?, Yanli Zhang, Huy Will Nguyen, Young Hoon Jung, Isabelle Yi Ren

Department of Management Faculty Scholarship and Creative Works

The social media industry has entered a new stage with intensifying competition and heightened uncertainty about future directions. The purpose of this paper is to provide analyses of the current challenges and to identify industry-wide trends that may offer a roadmap for the future. This study identified five major trends in the current social media industry: 1) content is king, and that content is moving to visual; 2) artificial intelligence is key to competitive advantage; 3) network effects still matter, but business model innovation can overcome that barrier; 4) the need to broaden revenue sources; and 5) the strive for …

Evaluation Of Facebook Social Media Messages Following The 2022 Eastern Kentucky Floods, Delaney Bonds

Theses and Dissertations--Public Health (M.P.H. & Dr.P.H.)

Purpose: The goal of this study is to examine the availability of disaster-related information online from local health departments in flood-impacted counties in the month following 2022 Eastern Kentucky Floods. This study aims to evaluate Facebook messages by (1) when messages were posted (2) types of posts (3) message content.

Methods: This mix-methods environmental scan of Facebook messages posted by 8 flood-impacted Eastern Kentucky local health departments from July 26^th, 2022, to August 26^th, 2022. Messages were coded for absence or presence of a message feature. These message features were examined to identify features relevant to …

Lessons Learned From Interdisciplinary Efforts To Combat Covid-19 Misinformation: Development Of Agile Integrative Methods From Behavioral Science, Data Science, And Implementation Science, Sahiti Myneni, Paula Cuccaro, Sarah Montgomery, Vivek Pakanati, Jinni Tang, Tavleen Singh, Olivia Dominguez, Trevor Cohen, Belinda Reininger, Lara S Savas, Maria E Fernandez

Faculty, Staff and Student Publications

BACKGROUND: Despite increasing awareness about and advances in addressing social media misinformation, the free flow of false COVID-19 information has continued, affecting individuals' preventive behaviors, including masking, testing, and vaccine uptake.

OBJECTIVE: In this paper, we describe our multidisciplinary efforts with a specific focus on methods to (1) gather community needs, (2) develop interventions, and (3) conduct large-scale agile and rapid community assessments to examine and combat COVID-19 misinformation.

METHODS: We used the Intervention Mapping framework to perform community needs assessment and develop theory-informed interventions. To supplement these rapid and responsive efforts through large-scale online social listening, we developed a …

Like You Search, Gipson Bachman

LMU Theses and Dissertations

As consumers continue to make their purchases solely online without visiting brick-and-mortar stores, they increasingly look for ways to “touch, feel and try on” products without actually doing so. We believe social media influencers provide a way to do this, with the influencers themselves acting as “stand-ins” for consumers in their place. Finding influencers that look like you in 2022 sounds like it would be easy, but it isn’t. Until now.

LIKE YOU aims to answer this gap in the market by creating a proprietary search engine that, through answering a few questions, recommends a list of influencers that can …

Militant Democracy Comes To The Metaverse?, Aziz Z. Huq

Emory Law Journal

Social media platforms such as Facebook, Twitter, Instagram, and Parlor are an increasingly central part of the democratic public sphere in the United States. But the prevailing view of this ensuing platform-based public sphere has lately become increasingly sour and pessimistic. What were once seen as technologies of liberation have come to be viewed with skepticism. They are now perceived as channels and amplifiers of “antisystemic” forces, damaging the quality and feasibility of democracies. If it is justified, this skepticism yields a difficult tension: How can the state protect its democratic character against unravelling pressure from actors who are usually …

How Mental Health Impacts The Relationship Between Aesthetics, Perceived Usefulness, And The Intention To Follow Self-Help Social Media Accounts, Quang Hong Phuoc Thai

Honors Undergraduate Theses

Mental health self-help accounts on social media often provide tips and strategies for individuals struggling with mental health difficulties to improve mental health outcomes. As mental health poses a public health concern that causes economic and physical problems worldwide, this self-help approach offers a potential solution to help millions of people at risk. In accordance with Technology Acceptance Models, how useful an individual finds a social media account should predict their intent to follow such accounts. Additionally, since social media accounts are highly visual content-driven, aesthetics may be a significant driver of intent to follow social media accounts. The present …

The Influencers And The Influenced: Effects Of Social Media Influencers On Enforcement Of Trademark Law In The U.S. And Europe, Abigail Dagher

Emory International Law Review

No abstract provided.

Understanding Parents’ Sense-Making Of Their Role In Adolescent Daughters’ Social Media Use Through The Lens Of Relational Dialectics Theory 2.0, Aimee Miller-Ott, Lynne Kelly, Samantha Schultz

Faculty Publications - Communications

With the development of social media, parents must figure out how to guide their children’s use or even whether to allow it. Data were gathered through semi-structured interviews with 30 parents of daughters aged 12–18. Relational dialectics theory 2.0 was used to analyze how parents’ talk revealed their sense-making of their role in adolescent daughters’ social media use. Analysis revealed that parents voiced competing discourses pertaining to “bad” versus “good” parents and monitoring versus trusting daughters. Discourses that take place at the distal level compete with those at the proximal site of the utterance chain, challenging parents to engage in …

Young Adults With Adhd And Their Involvement In Online Communities: A Qualitative Study, Callie Marie Ginapp

Yale Medicine Thesis Digital Library

Attention-deficit/hyperactivity disorder (ADHD) is a common condition that frequently persists into adulthood. Yet, diagnostic criteria for ADHD may not fully reflect how the condition presents in adults. Adults with ADHD have unmet needs and have been found to struggle with interpersonal relationships and stigma about their diagnoses. Online communities are frequently used by adults with ADHD and may be an avenue for building relationships and managing symptoms. We aimed to use qualitative methods to better understand the symptomatology of ADHD in young adults, how young adults with ADHD navigate relationships, the perceived impacts of ADHD online communities, and what adults …

Evaluation Of Different Machine Learning, Deep Learning And Text Processing Techniques For Hate Speech Detection, Nabil Shawkat

Graduate Theses/Dissertations

Social media has become a domain that involves a lot of hate speech. Some users feel entitled to engage in abusive conversations by sending abusive messages, tweets, or photos to other users. It is critical to detect hate speech and prevent innocent users from becoming victims. In this study, I explore the effectiveness and performance of various machine learning methods employing text processing techniques to create a robust system for hate speech identification. I assess the performance of Naïve Bayes, Support Vector Machines, Decision Trees, Random Forests, Logistic Regression, and K Nearest Neighbors using three distinct datasets sourced from social …

The Yak Is Back: Creating Community On The Digital Bathroom Stall Wall, Georgia Bates

Scripps Senior Theses

Offering access to an expanded world of contacts, activities, and self-expression, the internet has been changing the traditional landscape of the college experience for nearly two decades. The manner in which students interact with the world around them is augmented and transformed by the affordances of digital social networks like Yik Yak, an anonymous, hyperlocal networking app that has found its main market on college campuses. A hybrid ethnographic approach to Yik Yak based on participant observation and in-depth interviews spanned from Fall 2021 to Spring 2023, engaging with concepts of place and affect as they were intertwined with student …

(Un)Successful Use Of Apologia: A Case Study Of Mayor Shubert's Resignation, Alexis Raineri

Williams Honors College, Honors Research Projects

With the growing tension in the political climate of the United States, political figures often use apologia in their attempt to repair a damaged image due to their mistakes or wrongdoings. This project reviews several scholars’ image repair typologies and strategies, applying them to the case of Craig Shubert, former mayor of Hudson, Ohio. While the specific image repair strategies employed can vary from one case to another, Shubert’s use of evasion of responsibility and reducing offensiveness proved to be ineffective and resulted in his resignation before completing his term at the end of 2023. Although it is recommended to …

Improving Social Bot Detection Through Aid And Training, Ryan Kenny, Baruch Fischhoff, Alex Davis, Casey I. Canfield

Engineering Management and Systems Engineering Faculty Research & Creative Works

Objective: We test the effects of three aids on individuals' ability to detect social bots among Twitter personas: a bot indicator score, a training video, and a warning. Background: Detecting social bots can prevent online deception. We use a simulated social media task to evaluate three aids. Method: Lay participants judged whether each of 60 Twitter personas was a human or social bot in a simulated online environment, using agreement between three machine learning algorithms to estimate the probability of each persona being a bot. Experiment 1 compared a control group and two intervention groups, one provided a bot indicator …

Exploring The Connection Between Social Media & Body-Image And The Impact Of Art Therapy Interventions On A Woman’S Self-Esteem, Courtney Engelhardt

Art Therapy | Master's Theses

This current study desired to illuminate the connection between social media and body image, as well as determining if art therapy interventions may impact a woman’s self-esteem. An individual’s body-image and self-esteem are very much correlated, as both concepts directly influence one another. Fourteen participants were recruited through social media after meeting the qualifications: being eighteen years old and/or older, identifying as a woman, and being active on social media. A mixed-methods research design was utilized for this research using both qualitative and quantitative approaches. Qualitative data was obtained through semi structured interviews, participant’s artwork, and reflections on their art. …

Paws Off My Profile: Protecting The Persona In A Modern Digital Age, Samantha P. Mccaleb

Marquette Intellectual Property & Innovation Law Review

None.

An Interpretative Phenomenological Analysis Of Female Olympic Athletes’ Experiences With Social Media, Mercedez M. Sanchez

Master's Theses

Social media is prevalent in athletes’ lives and sport today. Sport psychology scholars have conducted numerous research studies on the effects of social media in athletes, yet not specifically athletes who have participated in the Olympic Games. Less is known about how Olympic athletes perceive, interpret, and manage both positive and negative social media effects. It is essential that those involved in athletics are aware of how the highest-level athletes experience various forms of public feedback on social media, and how they can manage the effects of this feedback. The purpose of this study was to qualitatively examine the experiences …

Conspiracy Theories And Ebola: Lessons Learned Important For Future Pandemics, Shawn C. Smallman

International & Global Studies Faculty Publications and Presentations

The public health campaign against Ebola in the Democratic Republic of the Congo faced serious challenges, some due to conspiracy theories and denial. These beliefs were so powerful that they even caused repeated attacks upon health care providers and medical centers. These conspiracy theories were nothing new, as they are a common feature of all frightening epidemics, such as HIV and COVID-19. These narratives also circulated during the 2015 West African Ebola outbreak. Addressing conspiracy theories during an epidemic requires a coordinated campaign involving not only local leaders but also the cooperation of social media organizations

#Blackatcmo: Challenging Charter Schools Through Youth Instagram Counterstories, Madhu Narayanan, Matthew Mccluskey

Educational Leadership and Policy Faculty Publications and Presentations

As protests flared in 2020, Black students took to Instagram to voice their experiences at ‘no-excuses’ Charter Management Organizations (CMOs). Such schools have presented a discourse of high achievement and social justice. Yet, in the span of a few weeks, hundreds of posts on Instagram offered rarely heard counter-narratives of the experience of being a student of Color at such schools. This paper analyzes how social media posts combine online discourse and youth culture to provide insight into the racialized experience of schooling. We show how these posts created distinct visual signatures, co-opted the well-crafted narratives of CMOs, and took …

Of Stances, Themes, And Anomalies In Covid-19 Mask-Wearing Tweets, Jwen Fai Low, Benjamin C.M. Fung, Farkhund Iqbal, Ebrahim Bagheri

All Works

COVID-19 is an opportunity to study public acceptance of a ‘‘new’’ healthcare intervention, universal masking, which unlike vaccination, is mostly alien to the Anglosphere public despite being practiced in ages past. Using a collection of over two million tweets, we studied the ways in which proponents and opponents of masking vied for influence as well as the themes driving the discourse. Pro-mask tweets encouraging others to mask up dominated Twitter early in the pandemic though its continued dominance has been eroded by anti-mask tweets criticizing others for their masking behavior. Engagement, represented by the counts of likes, retweets, and replies, …

Social Media Bot Detection With Deep Learning Methods: A Systematic Review, Kadhim Hayawi, Susmita Saha, Mohammad Mehedy Masud, Sujith Samuel Mathew, Mohammed Kaosar

All Works

Social bots are automated social media accounts governed by software and controlled by humans at the backend. Some bots have good purposes, such as automatically posting information about news and even to provide help during emergencies. Nevertheless, bots have also been used for malicious purposes, such as for posting fake news or rumour spreading or manipulating political campaigns. There are existing mechanisms that allow for detection and removal of malicious bots automatically. However, the bot landscape changes as the bot creators use more sophisticated methods to avoid being detected. Therefore, new mechanisms for discerning between legitimate and bot accounts are …

Media Consumption In An Evolving Digital World: Millennials And Digital Natives’ Consumption Habits And Implications For Legacy Media In Kenya, Hesbon Owilla, Clare Mogere, Nancy Achieng Booker

Graduate School of Media and Communications

Technology has led to a paradigm shift for industries and consumers alike, altering the way that businesses operate. Traditional media business models have thus been rendered less competitive by the emergence of the digital platforms that are targetcasting and delivering content to niche audience segments. The competition for audience from these emergent digital platforms has not only occasioned a decline in revenues for the legacy media but also audience fragmentation. The biggest puzzle for media executives today is the bulging youth population that is characterised by unique and fluid consumption and lifestyle characteristics. Digital-native content producers have leveraged these unique …

Depictions Of Strikes On Social Media, Zachary D. Mangels

Undergraduate Theses, Professional Papers, and Capstone Artifacts

Social media provides a rich source for the study of social movements. Not only do movement organizations use social media as a platform to spread their message and organize, but users can also share their thoughts about a particular movement with ease. This project seeks to understand how the socioeconomic status and gender of a social movement’s participants affect the public’s reaction to their activities. This is done by studying how these movements are described on Twitter, and if these descriptions differ among different striking professions. The types of social movement I intend to study are all strikes which were …

How To Get Away With Discrimination: The Use Of Algorithms To Discriminate In The Internet Entertainment Industry, Sumra Wahid

American University Journal of Gender, Social Policy & the Law

In July 2021, Ziggi Tyler posted a video on TikTok, a popular video sharing platform, where he expressed his frustration with being a Black content creator on TikTok. The video showed Ziggi typing phrases such as “Black Lives Matter” or “Black success” into his Marketplace creator bio, which the app would immediately flag as inappropriate content. However, when Ziggi replaced those words with “white supremacy” or “white success,” no inappropriateness warning appeared. Although a TikTok spokesperson responded to the video clarifying that the app had mistakenly flagged phrases without considering word order, Ziggi refused to let an algorithm absolve TikTok …

Dealing With Incivility On Social Media: Faculty Support & Guidance, University Of South Carolina Office Of The Provost

Reports

This guide is designed to assist the campus community in responding to situations in which faculty members are targeted by individuals or groups outside of the university based on the content of the faculty member’s scholarship, teaching, and/or service. It addresses potential concerns in such situations and informs the campus about resources available to assist individual faculty members, departments chairs, and other administrators. The foundation for this guide is the University of South Carolina’s unwavering support for academic freedom and freedom of expression. The faculty’s right to academic freedom in teaching and research and service is protected as essential to …

Using Geospatial Social Media Data For Infectious Disease Studies: A Systematic Review, Fengrui Jing, Zhenlong Li, Shan Qiao Ph.D., Jiajia Zhang Ph.D., Bankole Olatosi Ph.D., Xiaoming Li Ph.D.

Faculty Publications

Geospatial social media (GSM) data has been increasingly used in public health due to its rich, timely, and accessible spatial information, particularly in infectious disease research. This review synthesized 86 research articles that use GSM data in infectious diseases published between December 2013 and March 2022. These articles cover 12 infectious disease types ranging from respiratory infectious diseases to sexually transmitted diseases with spatial levels varying from the neighborhood, county, state, and country. We categorized these studies into three major infectious disease research domains: surveillance, explanation, and prediction. With the assistance of advanced computing, statistical and spatial methods, GSM data …

Pursuing Professional Learning By Using Social Media: How Do Instructional Designers Apply Self-Regulated Learning?, Pauline Salim Muljana, Tian Luo

STEMPS Faculty Publications

The instructional design and technology field are dynamic, requiring instructional designers to stay abreast through timely professional learning. Social media offers characteristics to collapse the time, geographical, and financial limitations of informal professional learning, but challenges exist. Continuous professional learning requires proactive actions, wherein self-regulated learning (SRL) plays an important role. How-ever, not all professionals know the effective strategies to promote SRL skills. This study examines instructional designers' (N = 17) experiences of professional learning on social media through an SRL lens. Data collected through semi-structured inter-views were analyzed using thematic analysis. Findings include SRL strategies con-ducted by instructional designers …