Social Media Commons^™

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …

I Miss My Computer: Online Artistry, Web Aesthetics, And Coming-Of-Age In A Digital Landscape, Catherine Capeci

Masters Theses

This thesis explores how young artists develop their creative practices in a world informed by digitality. Through survey research of 44 art students between the ages of 14 and 22, as well as a process of autoethnographic inquiry, I examine how artists in high school and college relate to digital imagery, web archives, online gaming, and social media platforms, and how these experiences inform artmaking. I believe that art educators should explore how the internet informs aesthetic and conceptual sensibilities, and how these sensibilities show up in young artists’ work, more so than focus on digital media as its own …

You Have Come Too Close To Give Up: The Use Of Social Media By Black Men During Their Doctoral Process, Lamarcus Jermaine Hall

All-Inclusive List of Electronic Theses and Dissertations

The purpose of the dissertation is to determine how and to what extent social media contributes to and supports the success of Black men as they obtain their terminal degrees. A qualitative study collected and analyzed data from the research question, “What are the experiences of Black men who used social media during their doctoral degree process?” Eleven participants from various U.S. regions were interviewed. This research is based on Critical Race Theory (CRT) and Social Network Theory (SNT), which offer frameworks to understand how social media helps participants achieve their terminal degrees. Using a narrative inquiry approach, I highlight …

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 …

Conservation Communication In Web 2.0: A Mixed Methods Analysis Of Alveus Sanctuary's Strategies On Twitch.Tv, Hope Denison

Senior Theses

This thesis examines how environmental creators can effectively transmit conservation messages in the evolving Web 2.0 media environment. The case of Alveus Sanctuary, a virtual sanctuary and education center on Twitch.TV, is used to explore the strategies currently used to engage audiences and raise ecological awareness online. Thematic analysis of interviews with the sanctuary’s founder revealed that Alveus combines traditional environmental education with an influencer business model to engage online audiences, leveraging parasocial behavior, interactivity, and collaboration to garner support. A quantitative content analysis of social media posts revealed that these strategies effectively induce parasocial engagement in online spaces. These …

What’S Critical In Critical Media Literacy? Barriers And Good Practices In Adult Education, Stefanie Mayer, Stefanie Fridrik, Josef Mühlbauer, Brigitte Temel, Viktoria Eberhardt

Journal of Media Literacy Education Pre-Prints

While there is broad consensus regarding the social and educational need for CML, its actual didactic content and especially the meaning of ‘critical’ are far from clear. The article argues for a turn to educational practices. Findings are based on empirical research on adult education in Vienna (Austria) consisting mainly of interviews with expert-practitioners in the field of adult education and media and/or digital literacy. We confront academic definitions of the critical impetus of CML with an analysis of innovative projects, which were designed for accessibility and addressed learners facing high educational barriers. Our findings encourage a turn towards the …

Social Media Monitoring And The Admissions Process: A Study Of College Admissions Officers' Use Of Social Media In Undergraduate Application Review, Rachel Karpeles

Graduate Student Dissertations, Theses, Capstones, and Portfolios

This study explored the evolving role of social media in college admissions, focusing on the perceptions and practices of admissions professionals following the U.S. Supreme Court’s 2023 decision on Affirmative Action. The research, utilizing a descriptive design, employed a 31-question anonymous survey administered to a convenience sample of 532 admissions representatives. The findings directly contradict the public and media narrative by revealing a profound paradox: while social media monitoring is not a widespread professional practice, its impact on admissions outcomes for a notable portion of applicants is demonstrably significant.

The study found a majority of respondents believe evaluating applicants based …

You Are Your Ancestors’ Wildest Dreams: A Journey Beyond The Lens Blueprinting The Influence And Impact Of Media And Podcast Pedagogy On Black And Brown Creatives In Higher Education And Beyond, Diamond N. Morgan Dr.

West Chester University Graduate Theses, Dissertations, and Final Projects

Explores the influence and impact of media and podcast pedagogy on Black and Brown creatives (BBC) in higher education. Grounded in Critical Race Theory (CRT), the Black Creative Educational Experience (BCEEs) framework, and the conceptual lenses of sociological and public podcasting, this study examines how podcasting functions as a transformative pedagogical and sociocultural tool for storytelling, identity development, creative expression, and community building within collegiate environments. Utilizing a convergent parallel mixed methods design, the study integrates quantitative survey data from 65 participants with qualitative focus group discussions to provide a holistic understanding of participant experiences across personal, professional, academic, social, …

Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu

Journal of International Technology and Information Management

This study examines how early impressions of science, technology, engineering, and mathematics (STEM) shape business students’ learning behaviors and, ultimately, their readiness for organizational digitalization. Focusing on gender differences, subgroup identities, and perceived obstacles, the analysis uses survey data processed through correlation matrices, regression models, and subgroup heatmaps to trace the relationship between initial attitudes toward STEM and subsequent engagement patterns. The findings reveal consistent links between positive early impressions and active participation in structured STEM activities, along with gender-based distinctions in action preferences. Subgroup analyses further uncover nuanced patterns where stereotypes or perceived barriers correspond with reduced engagement. Collectively, …

Impact Of Instagram Flyers In Higher Education: Within Resident Assistant Program Attendance Marketing, Mary J. Mcdonald

Liberal Studies (MA) Final Essays

This exploratory pilot study examines whether posting Instagram digital flyers affects Resident Assistant (RA) program attendance in the higher-education Housing and Residence Life (HRL) context. Instagram has emerged as a dominant channel of communication among Generation Z (1997-2012). As a result, higher education institutions have increasingly used social media to prompt student engagement and foster belonging, in hopes of strengthening retention. Using a quasi-experimental matched comparison design, attendance data from the 2024 academic year without Instagram flyers were compared to the 2025 academic year with Instagram flyers. The independent variable was the implementation of Instagram digital flyers, and the dependent …

Investigating The Impacts Of Facial Gestures On Global Participants’ Perception Of The Speaker, Perception Of The Message, Emotional Responses, And Engagement During Video Conferencing, Hanan Mohammed Alghamdi

Theses and Dissertations

Facial expressions play a crucial role in shaping communication and emotional understanding during virtual interactions. This study investigated how facial expressions influence participants’ perceptions of the speaker, perceptions of the message, emotional responses, and engagement during video conferencing across diverse cultural contexts. A hybrid experimental design was implemented using self-administered questionnaires to collect quantitative data and examine cause-and-effect relationships. Participants were randomly assigned to one of three facial-expression conditions Positive (smiling and joyful), Negative (angry or nervous), or Neutral (expressionless) and viewed speakers representing three ethnic backgrounds: White American, Black American, and Middle Eastern. Using a seven-point semantic differential scale, …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Evaluation Of Pre-Hajj Multimedia Training Tools: A Case Study Of Prospective Australian Pilgrims, Kholoud M. Munshi, Mustapha Taibi Dr., Kate Richards Ms., Khushnoor Khan Mr.

International Journal of Religious Tourism and Pilgrimage

Every year, millions of Muslim pilgrims gather in Makkah (Saudi Arabia) for Hajj. These pilgrims come from different parts of the world, with diverse language and cultural backgrounds. Managing such a large and diverse congregation for a successful completion of Hajj requires effective planning, which depends on two important antecedents—knowing the background information of the pilgrims and developing effective pre-Hajj training tools for dissemination of Hajj information for non-Arabic speaking pilgrims. This study evaluates the perceptions of potential Hajj pilgrims regarding community translation usability (CTX) and medium usability (MX) of two existing pre-Hajj media tools developed by Mnask Academy (Booklet …

Engaging Students And Stakeholders In Times Of Crisis: Hbcus Bridging Social Capital On Facebook While Navigating Physical Distancing, Pamela Peters

Journal of Research Initiatives

COVID-19 placed a strain on colleges that tend to rely on tuition, especially small HBCUs, which traditionally serve a high percentage of underrepresented students. Being away from campus, many stakeholders were experiencing higher levels of stress and anxiety. Social media offers an outlet for schools and stakeholders to stay connected during a crisis. Using social capital, this study examined how small HBCUs bridged social capital on Facebook during the year before and the first two years of the pandemic. A comparative analysis of Facebook posts of 30 HBCUs with a student population of under 2000 was conducted to determine post …

Visual Narrative Through The Wimba Approach In Tahilalats Comic With Campaign Theme Bersama Stop Judi Online, Rangga Pangkuluhur Gumelar, Basnendar Herry Prilosadoso

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

Comics, as a medium for conveying ideas and concepts through imagery, integrate textual and visual elements to construct meaning and communicate messages effectively. Their distinctive visual communication enables the delivery of complex social issues in an accessible manner through characters, panels, layouts, and visual representations of sound and dialogue. This study analyzes the Tahilalats comic (2024 edition), which incorporates the hashtag #bersamastopjudol as part of a visual campaign against online gambling addiction. The narrative is presented entirely through images without verbal language. The research applies Primadi Tabrani’s Wimba theory to decode visual language and Roland Barthes’ semiotics to interpret symbolic …

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

Com 320 Facebook Group Survey, Melissa Smith

OUR Assignment Repository

This class research project involved a qualitative study looking at a private Facebook site that focuses on the city of Columbus and the surrounding area. The owner of the site gave permission for a survey to be conducted among the sites more than 17,000 members. The Qualtrics survey was live for two weeks, and then students analyzed the responses. The Communication theories discussed during the semester were chosen to compliment the social media research project. The research and findings were incorporated into the course curriculum, and students were responsible for writing and editing the methodology component of the research paper …

Innovative Instagram Education: A Tool To Prevent Relationship And Sexual Violence, Allie Moore, Tillie Powell, Jillian Mcbane, Ollivia Webster, Chris Linder

Journal for Women and Gender Centers in Higher Education

During the 2024 Fall semester, at the McCluskey Center for Violence Prevention at the University of Utah, our team solidified an educational plan to create Instagram posts on topics related to relationship and sexual violence. The Instagram Educational Series Programming consists of weekly posts addressing the primary prevention of relationship and sexual violence on the @uofucvp Instagram. This educational series aims to break down research and complex ideas to make them accessible to a wider audience. The posts with the most engagement address more complex topics. People’s thinking starts to shift when we address topics in a way that is …

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

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

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

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

Journal of Media Literacy Education

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

Dancing In The Digital Age: How Social Media Shapes The Commercial Dance Industry, Luke Lisowski

Honors College Theses

Social media has fundamentally transformed the commercial dance industry, reshaping how dancers establish careers, connect with industry professionals, and promote their artistry. This thesis examines the impact of social media platforms – such as Instagram, TikTok, and YouTube – on career growth by facilitating networking opportunities, increasing visibility, and redefining industry standards. The research explores how digital platforms have shifted the traditional pathways to success, enabling dancers to showcase their work independently while also creating challenges related to self-promotion, competition, and mental health.

Through a series of in-depth interviews with professional dancers and choreographers actively working in the industry, this …

Media Quiteracy: Why Digital Disconnection Belongs In The Media Literacy Curriculum, Katie Day Good, Michelle Ciccone

Journal of Media Literacy Education

In this essay, we introduce media quiteracy, which we use to conceptualize and describe the valuable learning that can happen through the refusal to take up new media or the act of pausing or ceasing its use. We see media quiteracy as an active and generative approach to learning and argue for its inclusion in the media literacy curriculum. We trace the history of critical engagement with technologies within education and then articulate what media quiteracy can look like in practice. We surface and discuss three potential obstacles to teaching media quiteracy, which include the ways in which it …

Do Universities Choose The Right Strategies For X Engagement? The Case Of Six Universities In Thailand, Mathupayas Thongmak

Higher Learning Research Communications

Objective: The purpose of this study is to understand how Thai public universities engage their stakeholders on X (the social media platform previously known as Twitter). This article answers the following research questions: 1) What are the X message strategies of six public universities? 2) Do they choose the most effective strategies to drive X engagement in terms of favorites and reposts?

Method: Data was automatically collected using anX analytic tool, and the potential variables were extracted semi-automatically using tools appropriate to text mining, sentiment analysis, word cloud, and so on. Posts from six universities in Thailand were investigated.

Results: …

Digital Community Policing: Using Social Media To Engage Students And Enhance Campus Safety, Dathan C. Jackson

Dissertations of Practice

Campus police increasingly rely on social media to reach students, yet little is known about how these efforts influence trust, collaboration, and perceptions of safety. This qualitative case study examined how one public research university’s police department uses social media to support community-policing goals. Data came from student interviews, departmental policy analysis, and a review of social media content.

Findings showed three central patterns. First, top-down, compliance-oriented messaging limited connection and failed to meet students’ expectations for open, two-way communication. Second, consistent and authentic engagement, online and in person, helped build shared responsibility and strengthened trust in campus safety efforts. …

Voices From The Field: A Q Methodology Study In Postsecondary Cte Faculty Retention, Brandon Hensley, James E. Bartlett, Michelle Bartlett

Educational Leadership & Workforce Development Faculty Publications

The postsecondary career and technical education (CTE) faculty shortages intensify challenges in recruiting and retaining qualified faculty. This study examines the viewpoints of faculty regarding workplace experiences and values concerning retention using Q methodology. Grounded in Herzberg’s Two-Factor Theory and Job Embeddedness Theory, the research identifies viewpoints toward remaining in the profession. A Q-set of 64 statements was developed through an academic literature review, contemporary publications, social media, and expert input. Thirty-four CTE faculty from multiple institutions sorted the statements on −7 to +7 forced distribution under the condition of “statements that influence their desire to stay in their roles”. …

Gender Moderation On Students’ Adoption Of Whatsapp For Learning-Support Communication In Sub-Saharan Africa, Douglas Yeboah, Paul Nyagorme, Brandford Bervell, Godfred Yaw Koi-Akrofi, Awo Esaah Bempong

Journal of Educational Technology Development and Exchange (JETDE)

Gender moderation in students’ adoption of WhatsApp for supporting distance learning has not been explored. This study applied the Unified Theory of Acceptance and Use of Technology model to analyze the moderation effects of gender on students’ adoption intentions of WhatsApp for learning. Multi-stage sampling techniques were used to obtain 273 participants. Data were collected using structured questionnaire and analyzed using partial least squares structural equation modeling. Results showed that gender significantly moderated the effects of(a) performance expectancy on behavioral intention such that the effect was stronger for males than females, and (b) social influence on behavioral intention such that …

College Students' Identity Differences In Offline And Online Learning Environment And Their Effects On Achievement Motivation, Sang-Soog Lee, Jinhee Kim, Seung Won Yu, Na Li

STEMPS Faculty Publications

The unprecedented evolution of educational technologies has transformed the learning landscape, creating distinct experiences in offline and online learning environments (OLE). However, little attention has been given to exploring students’ identities in the online learning context and how they can influence academic trajectories, limiting the development of a holistic understanding of the nature, effects, and areas of improvement in students’ identity formation in OLE. This study aims to investigate how students’ identity subcomponents differ among offline and OLE students via propensity score matching (PSM) in China, which allows us to find a doppelganger to estimate the counterfactual situation for making …

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 …

Fostering Critically Conscious Lesson Planning In A Generative Artificial Intelligence Era, Derek Riddle, Paula Cristina Azevedo, Catharyn Shelton, Jaime Colwell, Jori Beck

Teaching & Learning Faculty Publications

Teacher candidates (TCs) use digital resources and social media to plan and develop learning material, and with publically accessible generative artificial intelligence (GAI), TCs are able to generate lesson plans within seconds rather than hours or days. While there is research on how to support TCs' evaluation of reliable digital media, there is little known on how to prepare TCs for GAI content. Using the complementary frameworks of Freire’s (1970) critical consciousness and Jonnasen’s (1991) theory of constructivism, this in-progress design based research seeks to develop an adaptable framework that addresses the evolving nature of technology, specifically GAI, and the …

Insights From Father-Toddler Communication Via Tiktok, Joy Lee Hernandez, Abha Gupta

Teaching & Learning Faculty Publications

This qualitative study investigates the characteristics of interactions between fathers and toddlers, as well as their influence on language development. By utilizing video clips from the social media platform TikTok, this research observes and analyses fathers' responses and interactions with their toddlers. The findings indicate that fathers play a crucial role in supporting language development by engaging in conversations, expanding vocabulary, and providing emotional support. The study underscores the significance of fathers' involvement in nurturing language skills during early childhood. However, further longitudinal research is necessary to establish a definitive link between fathers' language input and toddlers' language development. Overall, …