Social Media Commons^™

Not All Influence Is Born Equal: On The Effects Of Various Types Of Behavioral Influence Relationships On Social Media, Chathurani Senevirathna

Electronic Theses and Dissertations, 2020-2023

Typically, online social influence is analyzed using a single metric approach. However, social influence is not monolithic; different users exercise different influences in different ways, and influence is correlated with the user and content-specific attributes. One such attribute could be whether the action is an initiation of a new post, a contribution to a post, or a sharing of an existing post. Thus, this dissertation uses this platform-independent action classification and models the influence as multiple entities and examines social networks through the perspective of behavioral influence propagation. Two empirical studies are present in this dissertation. The first study presents …

A Human-Centered Approach To Improving Adolescent Online Sexual Risk Detection Algorithms, Afsaneh Razi

Electronic Theses and Dissertations, 2020-2023

Computational risk detection has the potential to protect especially vulnerable populations from online victimization. Conducting a comprehensive literature review on computational approaches for online sexual risk detection led to the identification that the majority of this work has focused on identifying sexual predators after-the-fact. Also, many studies rely on public datasets and third-party annotators to establish ground truth and train their algorithms, which do not accurately represent young social media users and their perspectives to prevent victimization. To address these gaps, this dissertation integrated human-centered approaches to both creating representative datasets and developing sexual risk detection machine learning models to …

Learning And Decision Making In Social Media Networks, Zhecheng Qiang

Electronic Theses and Dissertations, 2020-2023

Social media is a virtual community where users share news, ideas, interests, and information. Learning the information diffusion dynamics and making decisions correspondingly, e.g., selecting the seed nodes to maximize the influence, have been widely applied to the areas of viral marketing and cyber security. In this dissertation, we study the problem of learning diffusion process, i.e., infection prediction, in social media networks utilizing both feature-based machine learning methods and mathematical model-based methods. For feature-based machine learning methods, the neighborhood information is treated as an important feature together with user profile and content similarity features. For model-based methods, two distinctive …

Inspiration On Social Media: Applying An Entertainment Perspective To Longitudinally Explore Mental Health And Well-Being, Sophie Janicke-Bowles, Arthur A. Raney, Mary Beth Oliver, Katherine R. Dale, Danyang Zhao, Dominik Neumann, Russell B. Clayton, Alysia A. Hendry

Communication Faculty Articles and Research

The conditions under which social media use impacts well-being and mental health are complex. The current 10-day longitudinal quasi-experiment (student sample, N = 111) applied an entertainment theory lens to explore the effects of active posting and engaging with hedonic or inspiring Facebook content (vs. passive browsing) on young people’s eudaimonic well-being (levels of connectedness to humanity, love, compassion, presence of meaning) and mental health (anxiety and depressive symptoms). The results provide tentative evidence that finding and sharing inspiring content to a Facebook group increased love and compassion toward others over time. It also led to more compassion at the …

Social Media And Journalism: How Twitter Impacts News Coverage In Kenya, Philip Mwaniki Njung’E

Master of Arts in Digital Journalism

Twitter had been extensively adopted by the public, journalists, and news organizations as a new digital tool for disseminating information. Therefore, if Twitter is considered a new and effective way of gathering information that makes up news content, an investigation on how it impacts news coverage, journalists, and newsroom practices is significant. The present study conducted said investigation and came up with findings that significantly contributed to the available information about the relationship between Twitter and news dissemination. It particularly investigated how Twitter impacts news content and coverage, journalistic routines, and newsroom practices in Kenya. This study draws its data …

Investigating The Effects Of Negative Influence Gradients And Emotion Contagion On The Information Processing Capacity Of Social Media Users: Information Diffusion Modeling Approach, Nisha Baral

Electronic Theses and Dissertations, 2020-2023

With the growing use of Online social media (OSM), users are observing a substantial amount of information in their social feeds. Moreover, people often use multiple OSM platforms because of each platform's unique features. Because of the huge volume of information present in social feeds, it restricts a user's ability to process the relevant information since the most important information may be overwhelmed by unimportant information. For information to diffuse in OSM, the receiver's attention is the most important condition. Cognition plays an important role in determining a user's attention/responsiveness. If OSM users receive the information above their cognition limits …

Evolution And Diffusion Of Icts In The Indian Railways: A Historical Analysis, Ramesh Subramanian

Journal of International Technology and Information Management

The Indian Railway system is one of the largest socio-technical systems in the world. It has existed for over 160 years, starting from the British Colonial times. It continues to play a critical role in present-day India. It’s continued functioning is dependent not only on the personnel who are employed in the railways, but also the technologies that go into the system. A critical technology in the functioning of the railway system is information and communications technologies (ICTs). ICTs are deployed in almost every facet of the railway system. But these ICTs did not manifest themselves recently. They have been …

Online Discussion Forum And Pre-Migration Information Seeking: An Affordance Perspective, Daniel Gulanowski, Luciara Nardon, Michael J. Hine

Journal of International Technology and Information Management

Potential immigrants increasingly rely on online technologies to access needed information as they have limited access to offline sources of information at the pre-arrival stage. The purpose of this paper is to investigate the role of online discussion forums in facilitating potential immigrants’ access to relevant information about the host country labor market. This paper draws on extant literature on computer-mediated communication and a qualitative content analysis of 363 forum discussions to explore the phenomenon of increased use of online forums by prospective immigrants to Canada to access relevant labor market information. We draw on existing concepts of technology affordances …

Jitim Table Of Contents - Vol. 31 Issue 2 - 2022

Journal of International Technology and Information Management

JITIM ToC

Assessing Performance Impact Of Digital Transformation For Instructors In The Covid-19 Era, Shailja Tripathi Dr., Shubhangi Urkude Dr.

Journal of International Technology and Information Management

Digital transformation has evolved as the main issue for higher education institutions (HEIs) across the globe due to the Covid-19 outbreak. The purpose of this study is to investigate the performance impacts of digital transformation for instructors of HEIs during the pandemic. The technology-to-performance chain (TPC) model pursues to predict the influence of an information system on the performance of an individual user. Hence, TPC model is used to evaluate the performance of instructors due to digital transformation in the institutions during the Covid-19 pandemic. The data is collected from instructors of higher educational institutions. Recently, partial least squares path …

“Green” Marketing In The Apparel Industry: The Spectrum Of Veracity, Stephanie R. Keane

Honors Theses

Apparel companies’ propensity for manipulation in their marketing of environmental initiatives contributes to immense environmental pollution from petrochemical textile material production. Public scrutiny pressures these businesses to adopt “green” initiatives to avoid losing devoted consumers. In some cases, these initiatives disguise the real operations of a company or claim benignity for the company when this is not the reality. Previous business ethics research analyzed the emergence of “greenwashing” in corporations and thus concluded that corporations market themselves as eco-friendly to portray commodification as sustainable. In the form of case studies, this paper scrutinizes four companies: Zara, Patagonia, Lululemon, and Pact. …

Turning The Tides: An Inoculation Theory And Theory Of Planned Behavior Approach To Developing Mental Health Help-Seeking Interventions For Gen Z, Sarah Ann Geegan

Theses and Dissertations--Communication

Extensive research, predating and during the COVID-19 pandemic, demonstrates the rising prevalence of anxiety and depression among Gen Z college students in the United States—findings which are accompanied by rising rates of suicide, the second leading cause of death among people aged 15-24. Although college campuses often offer mental health resources, the number of college students utilizing them is significantly less than the number of students reporting mental health challenges. A dearth of empirical evidence, focused on Gen Z specifically, exists as a basis for developing interventions to address this issue. This investigation addressed this gap through two component studies. …

A Content Analysis Of Reddit Comments Discussing Fibroadenoma Appraisal And Decision Making, Hayley Marie Kay Stahl

Theses and Dissertations--Communication

Though fibroadenomas are clinically benign in most cases, clinical research suggests that these lesions can cause diagnosis-related physical health complications and psychological distress. However, this research is limited and should be investigated further. Thus, this study aimed to explore how patients appraise their fibroadenoma diagnosis uncertainty. Additionally, this study sought to determine if a correlation existed between appraisal and decision making as well as identify the factors that influence the most common treatment decision: removal. Data was retrieved from Reddit discussions for a content analysis. These discussions were then qualitatively analyzed using codebooks associated with this study’s research questions. Findings …

Paying Attention: The Effects Of Different Social Media Posts On Consumers, Noah Lapointe

Honors Theses and Capstones

No abstract provided.

Deepfakes, Shallowfakes, And The Need For A Private Right Of Action, Eric Kocsis

Dickinson Law Review (2017-Present)

For nearly as long as there have been photographs and videos, people have been editing and manipulating them to make them appear to be something they are not. Usually edited or manipulated photographs are relatively easy to detect, but those days are numbered. Technology has no morality; as it advances, so do the ways it can be misused. The lack of morality is no clearer than with deepfake technology.

People create deepfakes by inputting data sets, most often pictures or videos into a computer. A series of neural networks attempt to mimic the original data set until they are nearly …

Source Credibility And Persuasive Communication: Effects On Social Media Influencers, Influencer Marketing, And Consumer Attitude Change, Isabelle Jia

CMC Senior Theses

Social psychology has long been researching how source credibility influences persuasive communication. With the world transitioning into a society interested in digital consumption, communication, and connection, this paper serves as a literature review of how different characteristics of source credibility can aid influencer credibility through various modes of social media messaging. The examination of three source credibility characteristics: 1) expertise, 2) trustworthiness, and 3) likability showcase how social media influencers can establish credibility with their consumers and build further connections with them. The results underline the importance of source credibility in influencing consumer attitude change and behavior over continued exposure …

An Examination Of Trust In News Mediums By College Students: A Comparison Of Egypt And The Usa, Karim Soliman

Electronic Theses and Dissertations

Polls have shown a decline in trust in the USA when it comes to trust in Media. This study looks at if trust in news mediums really does matter. The study also compares a sample from USA to Egypt. The study finds that American college students have more trust in traditional news media but use it less than newer forms such as social media. The Egyptian sample has high trust in social media and low trust in traditional news media that are normally under the influence of the Egyptian government. The frame works used are the uses and gratification theory, …

Corporate Activism Best Practices In The Age Of Social Media, Fransisco Flores

Theses and Dissertations

Corporate activism, or the act of corporations speaking out on sociopolitical issues, has become more common with technological advances and social media access. Corporations’ role in society has evolved to include non-economic functions that aim to improve societal conditions. Despite corporations fulfilling additional societal roles, they face increased scrutiny from shareholders and stakeholders alike. Speaking out on social issues or staying silent causes ripple effects amongst their internal and external networks. Speaking out on social media while working for a private or publicly traded corporation can be challenging as it entails weighing a wide array of conditions, stakeholder desires, and …

The Impact Of Facebook Affordances On Doomscrolling Behaviors During The Relational Dissolution Process, Emma Williams

Electronic Theses and Dissertations

The affordances provided by social networking sites (SNSs) impact how different social media platforms are used. Facebook has unique affordances such as ease of use, community, information seeking, escapism, and common interests that impact Facebook use. Interpersonal electronic surveillance, categorized as doomscrolling for this study, is a behavior of continuous scrolling and consumption of negative content. Facebook affordances, paired with digital artifacts from terminated relationships, create an environment for doomscrolling (IES) behavior. Building off of the “grave-dressing” and “resurrection” stages of relational dissolution, I examined the relationships of these Facebook affordances with doomscrolling (IES) behaviors through an online survey (N …

Reddit As A Source Of Covid-19 Information: A Content Analysis Of R/Coronavirus During The Early Pandemic, Brent Hale, Mark Alberta, Seung Woo Chae

Faculty Publications

Emerging research has begun examining the utility of social media platforms for information dissemination during the COVID-19 pandemic. Following this developing thread, this work examines discourse within r/coronavirus, a Reddit forum (i.e., subreddit) developed to curate COVID-19 information that burgeoned during the early months of the pandemic. Through a content analysis of 226 posts and 2260 corresponding comments generated between February and May, 2020, this study investigated early-pandemic communication patterns in this platform, including what information was deemed important and how users framed causes and solutions. Overall, findings indicate that users of r/coronavirus prioritized information about COVID-19 spread, public health …