Digital Commons Network^™

The Role Of Social Media In Philippine Disaster Management: A Systematic Literature Review, Maxim Alexandrite V. Inoferio, Henry Joshua A. Hernandez, Rich Angelo P. Santos

DLSU Senior High School Research Congress

Despite the Philippines being one of the world’s most disaster-prone countries, research on the role of social media in its disaster risk management remains limited. This study addresses that gap through a systematic review of existing literature on social media use in Philippine disaster risk management. Results show that social media is primarily employed in response to typhoons and earthquakes, while its application to other hazards such as COVID-19, floods, and vegetation fires remains underexplored. Usage is concentrated in the response and recovery phases, with minimal attention to prevention and no studies focused on mitigation. Notable best practices include real-time …

Content Analysis Of @Fadiljaidi's Instagram As A Reference To Gen Z'S Followers Self-Existence, Syifa Alvernia Naufal, Margareta Manalu

Journal of Indonesian Tourism and Policy Studies

Social media has become the primary platform for generation Z to express themselves and establish their existence in the digital space One of the most influential social media platforms for generation Z is Instagram. Among the many Instagram influencers in Indonesia, Fadil Jaidi stands out for capturing his followers attention through humorous and relatable content. This study aims to analyze how the Instagram content of @fadiljaidi serves as a reference for self-existence among generation Z followers. Using a descriptive qualitative method, data were collected through in-depth interviews with five informants from generation Z who actively follow the Instagram account @fadiljaidi. …

Enhancing Multi-Step Stock Price Forecasting With Social Media Sentiment And Engagement Metrics, Damilare Olaniyan

Electronic Theses and Dissertations

This thesis investigates whether social media sentiment can improve the accuracy of stock price prediction beyond traditional historical data. While financial markets have long relied on structured numerical indicators, the growing influence of public discourse on platforms like Twitter has introduced new opportunities for extracting market-relevant signals from unstructured text. The study focuses on four major technology firms and combines sentiment features derived from Twitter with historical stock prices in a hybrid machine learning framework. Engagement-weighted sentiment, linguistic complexity, and polarity intensity were extracted using natural language processing techniques and incorporated into classification and regression models. Results show that including …

Effects Of Consuming Short-Form Videos On Young Adults’ Fine Motor Skills, Dragon Tanaghon Chew, Jerome Gabriel Gay, Hien Than, Zhi Qin Ko

Introduction to Research Methods RSCH 202

The composition of short-form video (SFV) consumption can affect cognitive abilities, including motor skills. This study addresses a potential concern due to the lack of data. By presenting two experimental designs, the study explores the impact of SFV consumption on the motor skills of young adults. The first experiment employs a between-subjects design, where 60 participants are randomly assigned to two groups, with one group exposed to 30 minutes of SFV content. The second experiment adopts a cross-sectional design based on self-reported historical SFV consumption, where motor skill is compared between groups with low (< 3 hours/day) and high (≥3 hours/day) SFV consumption. Typing performance is used as an indicator of motor skill for the first experiment and finger tapping test is used in the second. The results will compare pre- and post-intervention performance. The findings would enhance practical understanding and illustrate the relationship between social media and motor skills.

Key words: Short-form video, motor …

Surgeon General's Advisory On Social Media Use And Youth Mental Health: A Public Health Crisis, Meagan Mitchell, Jenifern Luk

URGENT Matters

No abstract provided.

Discord And The Pentagon's Watchdog: Countering Extremism In The U.S. Military, Amy Gaudion

Indiana Law Journal

In his 2022 book, Ward Farnsworth crafts a metaphor from the lead-pipe theory for the fall of Rome to consider how rage and misinformation traveling through today’s technology-enabled pipes are poisoning our civic engagement and threatening our governmental structures: “We have built networks for the delivery of information––the internet, and especially social media. These networks too, are a marvel. But they also carry a kind of poison with them. The mind fed from those sources learns to subsist happily on quick reactions, easy certainties, one-liners, and rage.”1 This Article carries the metaphor into a new context and considers what should …

Personal Information Sharing Behavior Using Social Media: A Bibliometric Analysis From 2007-2024, Ashraf Sharif, Khalid Mahmood, Shafiq Ur Rehman

Libraries

This study explores personal information sharing behavior publication patterns and trends on social media from 2007-2024 with an aim to highlight the annual growth of personal information sharing behavior (PISB) on social media platforms, key patterns in the PISB literature in terms of frequently cited authors, countries, institutions, sources, highly cited papers, collaboration and authorship patterns, thematic evolution, keyword and key factor analysis (such as countries, sources, and keywords). We used Scopus database for data extraction, and 1020 pertinent records were chosen. The data was evaluated with Microsoft Excel, Access, Biblioshiny and VOSviewer software. The United States of America is …

Tiktok As A Learning Tool In Higher Education: Validation Of A Scale, Pablo Gálvez-Ruiz, Samuel López-Carril, Nicholas M. Wantanabe, Alejandro Lara-Bocanegra

Faculty Publications

In our increasingly digitalized society, social media have emerged prominently within the educational landscape, fostering the creation of online and blended teaching-learning environments. Among these platforms, TikTok, renowned for its short dynamic videos featuring effects and music, stands out. Despite its growing popularity among youth and initial explorations of its pedagogical use by university educators, the educational benefits of TikTok remain largely unexplored. This gap is partly due to the absence of validated research tools to assess its potential educational impact. This study addresses this gap by adapting and validating a new scale, “TikTok-SportEdu”, with a sample of 250 Spanish …

Diagnosis By Algorithm: The Transformative Impact Of Social Media–Driven Adhd Self-Diagnosis For Women Over 30 And The Proposal Of Neurotype Strain Theory, Rebecca Lynn Sevin

Dissertations

This dissertation explores the phenomenon of adult women who self-diagnosed Attention Deficit Hyperactivity Disorder (ADHD) through content encountered on social media platforms. Drawing on interpretive phenomenological analysis of ten in-depth interviews, the study investigates the emotional, cognitive, and institutional dimensions of this self-diagnosis process. Participants, all over the age of 30, reported that social media played a transformative role in helping them recognize ADHD traits in themselves. Rather than being misinformed or seeking shortcuts, participants engaged thoughtfully with ADHD-related content, valuing lived experience itself as a meaningful source of recognition and reflection. Their engagement was not primarily with educational materials …

The Dead Internet Theory: A Survey On Artificial Interactions And The Future Of Social Media, Prathamesh Muzumdar, Sumanth Cheemalapati, Srikanth Reddy Ramireddy, Kuldeep Singh, George Kurian, Apoorva Muley

Faculty Publications - The LeMoyne Smith School of Business

The Dead Internet Theory (DIT) suggests that much of today’s internet, particularly social media, is dominated by non-human activity, AI-generated content, and corporate agendas, leading to a decline in authentic human interaction. This study explores the origins, core claims, and implications of DIT, emphasizing its relevance in the context of social media platforms. The theory emerged as a response to the perceived homogenization of online spaces, highlighting issues like the proliferation of bots, algorithmically generated content, and the prioritization of engagement metrics over genuine user interaction. AI technologies play a central role in this phenomenon, as social media platforms increasingly …

Applying The Public Forum Doctrine To Public Official And Campaign Social Media Accounts, Jonathan Peters, Skylar Bandoly

Vanderbilt Journal of Entertainment & Technology Law

The US Court of Appeals for the Second Circuit ruled in the 2019 case Knight First Amendment Institute at Columbia University v. Trump that the @realDonaldTrump Twitter account was a designated public forum, making it a First Amendment violation for President Trump to block users from it on the basis of their viewpoints. A few years later, in the 2024 case Lindke v. Freed, the US Supreme Court established a two-part test to determine whether a public official’s social media activity constituted state action under 42 U.S.C. § 1983. This Article reviews these and related cases to explore—in the context …

American Consumer Culture And Social Media Polarization: Analyzing Twentieth Century Trends And Their Effects On Twenty First Century Politics, Max Lally

University Honors Theses

The emergence of social media as a mainstream communication technology during the early twenty first century has had an outsized impact on the United States' political system. By analyzing trends in American culture and economics beginning in the decades following the end of World War Two, the circumstances that shaped social media during its development can be tied to long term historical changes. Shifts away from traditional models of community and towards rising individualism reshaped communication with both political allies and opponents. Generational shifts in political attitudes have heightened these divisions as well, as younger and liberal perspectives challenge traditional, …

Vaccine Hesitancy In Türkiye: A Natural Language Processing Study On Social Media, Semi̇h Sari, Ulya Bayram

Turkish Journal of Electrical Engineering and Computer Sciences

Vaccine hesitancy is a significant public healthcare problem that is threatening everyone worldwide. Vaccine hesitancy has become more ingrained in Turkish society, mainly through social media. Unfortunately, reflections of this hesitancy are preventable deaths or permanent disabilities. Because of the uncontrolled spread of misinformation and disinformation on social media, Türkiye is facing a future health crisis. As a step towards preventing this crisis, our main objective is to use the power of artificial intelligence techniques on Turkish social media posts to detect antivaccine posts. Through this study, it will be possible to raise awareness about the importance of vaccines in …

Social Media Collegiate Athletic Recruiting: Perception Versus Reality, Reagan Elizabeth Underwood

Masters Theses

This qualitative case study looks at how social media is used in the social media process by both current high school athletes and college coaches to determine if athletes are properly presenting themselves to create recruiting opportunities. The study was built on a foundation of impression management theory and the usage of social media as a frontstage. Utilizing a semi-structured format, six high school athletes and six college coaches were interviewed, and thirteen themes were identified through thematic analysis. Comparing the six coach themes and seven athlete themes, the study divulges that high school athletes prioritize displaying athletic ability accomplishments, …

Social Media, Religion, And Anxiety: Comparison Of Age Groups, Kaye Eileen Redeker

Doctoral Dissertations and Projects

Social media has become an integral part of daily life for all age groups. The current research is mixed, showing both positive and negative effects from social media on mental health. This study aimed to examine how the duration of social media use compared with anxiety levels, and if religiosity had any effect on social media use and anxiety. It also wanted to determine if there was a correlation between religiosity and social media use, and how social media use and religiosity predicted anxiety. This study filled a gap in research by extending previous studies beyond adolescents and by including …

Investigating The Impact Of A Social Media Literacy Intervention On Appearance Satisfaction, Life Satisfaction, And Affect, Jennifer Lai

Student Theses and Dissertations

Social media (SM) platforms are popular mediums for entertainment and connection among young adults, and the companies behind these platforms have intentionally designed and implemented features to enhance user engagement. Research has identified a negative relationship between SM use and mental health outcomes but few studies have tested SM literacy interventions to reduce the impact of SM use on these outcomes. To extend the literature on SM literacy interventions, this study sought to investigate the impact of a digitally-delivered SM literacy intervention on appearance satisfaction, life satisfaction, and affect. Participants were 125 students (M_Age = 20.50; SD = 2.79; …

Hybrid Sentiment Analysis Of Police Social Media: Managing Big Data Impact On Youth, Alunood Yousuf Alamiri

Theses

The pervasive influence of social media has reshaped public communication, particularly for institutions like law enforcement agencies that rely on these platforms to engage with the community. As police departments increasingly utilize social media to disseminate information, interact with the public, and manage public relations, the need for effective sentiment analysis becomes crucial. Understanding how police messages are received by the public, especially by the youth, who are among the most active and impressionable users of social media, is essential for maintaining public trust and ensuring effective communication. This thesis, seeks to develop a comprehensive solution for this challenge. The …

Forecasting Cryptocurrency Price Movements With Tweet Volume And Sentiment Analysis, Ahmed Alblooshi

Theses

Cryptocurrency markets are highly volatile and driven by rapidly shifting public sentiment and attention. Traditional financial models, reliant on historical pricing data, often fall short in capturingthereal-time,sentiment-basedbehaviourofcryptoinvestors. Among social platforms, X(formerly Twitter) stands out as a key influencer in crypto discussions, offering a rich source of public sentiment. The thesis presents a machine learning-powered tool that leverages tweet volume and sentiment to analyse short-term cryptocurrency trends. The primary aim is to design a practical analysis system that detects and interprets social media ”hype” around specific cryptocurrencies. By allowing users to choose a cryptocurrency name from a list, the tool provides …

The Rise Of Nutrition Misinformation: Impact On The Credibility Of Registered Dietitians In Practice, Sarah Owens

Honors Theses

With the rise of social media usage, misinformation on health and nutrition has increased in the last decade. The consequences of this misinformation by social media users has been documented in research, although the effects of misinformation on registered dietitians (RDs) in the United States have not been extensively studied. This thesis examines how the credibility of RDs is affected by unregulated nutrition information and counseling on social media (e.g. by “wellness influencers") using a qualitative survey of twenty-seven RDs licensed and registered in the U.S. Data were analyzed using thematic analysis methods to determine recurring responses and themes among …

Organizing In The Hybrid Media System: Local And International Organizing In The Metoo Movement, Jenna Dole

Sociology ETDs

Movements today are operating in a hybrid media system, in which activists negotiate the use of traditional and social media. Although most of what we know of the MeToo movement comes from studies of the #MeToo campaign and online organizing, the movement has its foundations in local organizing and in the wake of the viral campaign additional local organizing efforts took place. Using semi-structured interviews with leaders of a local MeToo organizing group and Facebook posts from this local group and a large, international MeToo Facebook group, this study explores the role of local organizing coming out of an international, …

Exploring The Public Health Agency Of Canada’S And The Ontario Government’S Vaccine-Related Crisis Communication On X During The Covid-19 Pandemic, Sheraza Burney, Lori Donelle Phd, Rn, Fcan, Anita Kothari

Publications

Crisis communication strategies must be tailored to the unique nature of social media. In response to the COVID-19 pandemic, public health agencies have widely used social media to address vaccine hesitancy and misinformation. This research utilized the social media pandemic communication model to describe the key themes disseminated through the Ontario government and the Public Health Agency of Canada's vaccine-related crisis communication on X (formerly Twitter). Between 27 January 2020 and 6 April 2021, 1271 posts related to COVID-19 vaccination were collected from three official government X accounts—two from the province of Ontario and one from Canada. Posts were analyzed …

Gotta Be Fresh: Comedy Central’S Workaholics, Masculinity, And Paratextual Decay, Adamandrew Lenox

UNLV Theses, Dissertations, Professional Papers, and Capstones

This thesis examines social media marketing materials for Workaholics, a sitcom aired on Comedy Central from 2011 to 2017, to study paratextual temporality/ephemerality, the “brand as friend” social media strategy, and how masculinity is articulated through paratexts. The project incorporates theories from the fields of social media and internet marketing studies, television content and industry studies, and promotional paratext studies. Research centered on 100 Workaholics X (formerly Twitter) posts, published from January 2012 to March 2017. Posts were collected using Google Chrome extension TwExportly. Qualitative textual and content analysis of these paratexts results in three categories of findings. First, I …

The Digital Dilemma: How Social Media Is Affecting Our Emotional Well-Being, Jasim Aymen Khaleefah, Ban Yousif Yaaqoob

Al-Nisour Journal for Medical Sciences

Internet and Social media have become an essential part of our daily routine, allowing us to connect and be close with others, share information, and engage in various activities. Nevertheless, the extensive use of social media has raised many questions about its influence on our health and emotional well-being. The purpose of this review is to provide an in-depth analysis of the literature on how social media distresses our emotional well-being. Current review was conducted by investigating existing literature, the works was obtained through searches on academic databases, including PubMed, PsycINFO, and Google Scholar. The literature found that social networking …

The Impact Of Digital Storytelling In Nonprofit Marketing: Increasing Donor Engagement, Haley Cote

Honors Theses

Digital storytelling has emerged as a powerful tool in nonprofit marketing, reshaping how organizations engage donors, communicate their mission, and drive action. This thesis explores the impact of digital storytelling in nonprofit marketing, analyzing how nonprofit organizations leverage various digital platforms – websites, email marketing, social media—and frame their messages to enhance donor engagement. Using framing theory as a foundation, the research examines how the way nonprofit messages are structured influences donor perception and behavior. Through a literature review, case study analysis of Charity: Water, and survey data, thstudy evaluates key storytelling techniques such as positioning the donor as the …

Investigating Social Network Peer Effects On Hiv Care Engagement Using A Fuzzy-Like Matching Approach: Cross-Sectional Secondary Analysis Of The N2 Cohort Study, Cho-Hee Shrader, Dustin T Duncan, Redd Driver, Juan G Arroyo-Flores, Makella S Coudray, Raymond Moody, Yen-Tyng Chen, Britt Skaathun, Lindsay Young, Natascha Del Vecchio, Kayo Fujimoto, Justin R Knox, Mariano Kanamori, John A Schneider

Faculty, Staff and Student Publications

BACKGROUND: Social network data are essential and informative for public health research and implementation as they provide details on individuals and their social context. For example, health information and behaviors, such as HIV-related prevention and care, may disseminate within a network or across society. By harmonizing egocentric and digital networks, researchers may construct a sociocentric-like "fuzzy" network based on a subgroup of the population.

OBJECTIVE: We aimed to generate a more complete sociocentric-like "fuzzy" network by harmonizing alternative sources of egocentric and digital network data to examine relationships between participants in the Neighborhoods and Networks (N2) cohort study. Further, we …

Associations Between Tiktok Use And Undergraduate Nursing Professional Identity, Parker M. Watts

Honors Theses

Background. The global surge in social media usage prompts extensive research into its links with nursing professional identity. College-aged individuals who are in nursing school or are going to be in nursing school in the future must navigate their professional identity as they face heightened susceptibility to subjective opinions about the career of a nurse due to their frequent engagement with social media platforms. Among these platforms is that of TikTok, a platform of which has rapidly gained traction, especially among younger demographics. TikTok remains relatively underexplored in terms of its impact on nursing professional identity. This study seeks to …

Social Media And Protection Of The Youth: Assessing Policy Safeguards And Political Implications, Genesis N. Rivera

Honors Capstones

The purpose of this paper is to explain the potential gaps in U.S. state-level policies from Illinois, Utah, and California. The scope of this paper focuses on policies that specifically address the emerging issue of child influencers. Through a comparative analysis, I found that states like Illinois, California, and Utah all lack enforcement mechanisms, which rational choice theory explains are crucial for ensuring policy effectiveness. Many states, such as California and Utah, followed Illinois’s legal framework through policy diffusion. Therefore, I propose that, in order for states to adopt stronger measures, they should implement France’s more developed legal framework. Through …

4 In 10 Tiktok Users Find Their ‘For You’ Page Extremely Or Very Interesting, Aashish Gadani

Theses and Dissertations

Using video supercuts, sculptural forms, and digital prints on textiles in my work, I explore how images/videos can be used to reflect on cultural and personal trends. In this paper, I discuss how the structure of software recommendation systems combines with ideas of the post-internet image and creates unintended cultural consequences.

Who Are Singer-Songwriters In The 21st Century? A Case Study On The Role Of Digital Communications In Socio-Musical Activity., Miranda Commisso

Theses and Dissertations

This thesis follows ten self-identified, singer-songwriters from diverse musical and cultural backgrounds to identify commonalities, with special attention given to the ways they invest power and meaning in their music through use of social media. While these musicians are seeking capital gains through use of social media, they do it as a way to make music their livelihood, not out of a desire for excessive wealth or fame, which reflects this musical category more broadly.

Home On The Road: Nomad Place Identities In The Vanlife Movement, Megan Twomey

Geography Honors Projects

Living in a van in America is often viewed negatively by wider society, indicating the vandweller is homeless and is living in a van as a form of survival. Yet, in recent years living in a van has become aspiration and desirable as more people discover vanlife as a means of escape from mainstream society to travel and enjoy nature all while posting on social media. The movement first gained traction in 2011 when Foster Huntington shared the first #vanlife post on Instagram, since then it has exploded in popularity creating a countercultural movement of mobile Americans living by their …