Digital Commons Network^™

Leveraging Artificial Intelligence For Team Cognition In Human-Ai Teams, Beau Schelble

All Dissertations

Advances in artificial intelligence (AI) technologies have enabled AI to be applied across a wide variety of new fields like cryptography, art, and data analysis. Several of these fields are social in nature, including decision-making and teaming, which introduces a new set of challenges for AI research. While each of these fields has its unique challenges, the area of human-AI teaming is beset with many that center around the expectations and abilities of AI teammates. One such challenge is understanding team cognition in these human-AI teams and AI teammates' ability to contribute towards, support, and encourage it. Team cognition is …

Did That Help? Harnessing Natural Language Processing To Uncover Characteristics Of Peer Feedback And Their Impacts On Teamwork-Skills Learning., Annamaria V. Wolf

All Dissertations

Peer Evaluation Systems (PESs) allow members of student teams to provide one another with computer-mediated feedback in the form of qualitative, open-ended comments. The current research leverages unsupervised Natural Language Processing (NLP), namely Biterm Topic Modeling (BTM) and sentiment analysis, to uncover latent topics and degree of positivity and negativity expressed in peer feedback, respectively. BTM results revealed a 6-topic model that was reliably replicated over 10 Gibbs initializations 80% of the time. Topics were labeled Timely Communication, Idea Generation, Coordination & Adaptation, Work Quality, Team Support & Focusing, and Work Accountability. Qualitative comparison suggests that these topics demonstrate …

Diversity Climate, Burnout, And Employee Engagement: Considering The Moderating Effects Of Positive And Negative Affect As Individual Differences, Shreya Tellur

Honors College Theses

No abstract provided.

“Fit Check”: Testing A Model Of Perceptions Of Team Level Person-Group Fit, Alexandria Wentworth

All Theses

Teams are become a mainstay in nearly every sector of business. Teams are complex and evolve to meet the demands of their unique environments. One team structure growing in popularity is a multiteam system (MTS), a system comprised of multiple teams working interdependently to achieve goals. Understanding the mechanisms by which a MTS is successful is challenging; however, the concept of fit may offer further explanation. Person-group fit has been shown to improve coworker satisfaction, job attitudes, and task performance. Most research has only explored individual-level outcomes of person-group fit, yet there are numerous calls for further exploration into team-level …

An Empirical Examination Of Consequential Factors Of Negative Program Culture As Determinants Of Affective Well-Being In Graduate Students, Morgan Chandler

All Theses

There is evidence of a crisis of low affective well-being troubling graduate students nationwide. Recent studies have shown that graduate students exhibit indicators of low affective well-being, such as levels of anxiety and depression six times greater than the general population (Galleo et al., 2021; Glover, 2019), high levels of being overwhelmed (Kaler & Stebleton, 2019), and overall increased psychological distress (Hacker, 2021). The prevalence and severity of these issues indicate that their causes may exceed personal factors (Bekkouche et al., 2022). Previous research has identified the quality of culture and culture-related factors within graduate schools and programs to be …

The Effects Of Primary And Secondary Task Workloads On Cybersickness In Immersive Virtual Active Exploration Experiences, Rohith Venkatakrishnan

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Virtual reality (VR) technology promises to transform humanity. The technology enables users to explore and interact with computer-generated environments that can be simulated to approximate or deviate from reality. This creates an endless number of ways to propitiously apply the technology in our lives. It follows that large technological conglomerates are pushing for the widespread adoption of VR, financing the creation of the Metaverse - a hypothetical representation of the next iteration of the internet.

Even with VR technology's continuous growth, its widespread adoption remains long overdue. This can largely be attributed to an affliction called cybersickness, an analog to …

“If I Was That Cop…”: Improving Attitudes Toward Police Through An Educational Intervention For Use-Of-Force Knowledge And Empathy, Randle Aaron Molina Villanueva

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While public outrage in response to excessive force is appropriate and understandable (e.g., Rodney King), there are also use-of-force instances which may be misconstrued as excessive by civilians due to a lack of understanding of the law, policies, and procedures for police use of force (UOF). This can lead to negative perceptions of police officers. This poses a threat to healthy police-community relations, as positive perceptions of the police are reliable predictors of compliance and voluntary cooperation with them (Choi, 2021). To balance overly negative perceptions of police who are following protocol and potentially increase the positivity of perceptions, this …

Parental And Individual Correlates Of Work Ethic In Young People In Albania, Eljona Elmazi

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The purpose of this study was to investigate the work ethic strength, dimensions, and correlates in young people in Albania. The review of the available research concluded that, regardless of the attention that youth-related topics have received in the last decade, there was a considerable gap in the understanding of the state and correlates of the work ethic in this group. Using the Multidimensional Work Ethic Profile – Short Form, the work ethic strength and dimensions were explored in an Albanian sample of (N = 501) 18 to 24 years old, otherwise known as Generation Z. Data were collected via …

The Influence Of Premium Finished Paper Packaging On Consumer Behavior, Sahil Bhayani

All Theses

Companies face the challenge of determining the return on investment of premium paper packaging features, such as substrate thickness and finishing options. If companies can better understand how consumers perceive “premium,” they could channel their focus on specific design elements and maximize their returns (Dwivedi & Nayeem, 2018). Touch is a critical factor in driving consumer behavior and purchase decisions and influencing trust between brands and consumers (Krishna et al. 2017). While previous studies have explored the impact of design elements like size, shape, color, and font on consumer behavior, this research investigates the influence of touch, substrate, print finishes …

“Oh, That’S For Girls”: Barriers To Men’S Enrollment In College Sex Education Courses, Savannah Burke

All Theses

American teens have diverse experiences with sex education that may leave some inadequately prepared for navigating their sexuality as emerging adults. For those who seek higher education, college-level sex education classes could fill this void. Yet, there is a notable gender gap in enrollment in college-level sex education classes across the US, with men being reluctant to taking these courses. Thus, it is important to understand what barriers prevent men from taking these classes. This study explores the roles that masculine ideology plays in dissuading men from enrolling in college-level sex education courses. Interviews with 17 masculine-identified college students who …

All Hands On Deck: Choosing Virtual End Effector Representations To Improve Near Field Object Manipulation Interactions In Extended Reality, Roshan Venkatakrishnan

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Extended reality, or "XR", is the adopted umbrella term that is heavily gaining traction to collectively describe Virtual reality (VR), Augmented reality (AR), and Mixed reality (MR) technologies. Together, these technologies extend the reality that we experience either by creating a fully immersive experience like in VR or by blending in the virtual and "real" worlds like in AR and MR.

The sustained success of XR in the workplace largely hinges on its ability to facilitate efficient user interactions. Similar to interacting with objects in the real world, users in XR typically interact with virtual integrants like objects, menus, windows, …

Meaning Matters: Cognitive Crafting As A Sensemaking Mechanism And Motivational Process To Enhance Gig Driver Well-Being, Gwendolyn Paige Watson

All Dissertations

As the gig work sector of the workforce continues to grow, organizational psychologists must actively contribute to raising the bar for gig drivers (e.g., ride-hailing, food delivery) so that they are not merely surviving but also thriving through their work. In my dissertation, I tested cognitive crafting as a positive meaning-making process that helps gig drivers make sense of their interactions with customers, generates positive, motivating states such as work engagement, and promotes positive outcomes such as work-related well-being and job satisfaction. My dissertation employed a mixed-methods design. The daily diary built on qualitative data results that identified interesting - …

Addressing Vaccine Hesitancy Through A Trust In Science Training Intervention, Nathan Dumessa

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Vaccine hesitancy is an ongoing public health issue that has been underscored by the COVID-19 pandemic and has implications for future pandemics and other vaccines. This research aimed to understand and address the factors associated with hesitancy. Study 1 was a correlational study that measured several factors that could predict vaccine hesitancy among Black and White participants recruited online (n = 364). Findings suggest that trust in science was the strongest predictor of attitudes towards the vaccine’s safety and effectiveness, which in turn strongly predicted vaccine hesitancy. Study 1 established the direct and indirect relationships between several predictors of …

Trust Is Not Enough: Examining The Role Of Distrust In Human-Autonomy Teams, Sydney Begerowski

All Theses

As automation solutions in manufacturing grow more accessible, there are consistent calls to augment capabilities of humans through the use of autonomous agents, leading to human-autonomy teams (HATs). Many constructs from the human-human teaming literatures are being studied in the context of HATs, such as affective emergent states. Among these, trust has been demonstrated to play a critical role in both human teams and HATs, particularly when considering the reliability of the agent performance. However, the HAT literature fails to account for the distinction between trust and distrust. Consequently, this study investigates the effects of both trust and distrust in …

Making The Subconscious Conscious - Showcasing Unresolved Childhood Trauma Through Animation, Alexis Hunter

All Theses

The focus of this work is to shed light on unresolved childhood trauma that can contribute to mental hardships - whether people are aware of its presence in their lives or not. In this paper, I will discuss childhood trauma, its impact on adult life when left unresolved, self-parenting as a method to manage it, and how it is portrayed in various media. Drawing inspiration from my research on trauma and visual storytelling, I will present a proof-of-concept for a 2D animated short film, Strongholds, which visualizes the internal mental struggles through the character dynamics of the personifications of the …

The Role Of Attention Control In Automation Performance, Claire Textor

All Dissertations

Research in human-automation interaction has demonstrated that some individuals are more severely impacted by the negative effects of unreliable automation (i.e., exhibit lower performance) than others. A body of work has sought to explain this variability through individual differences, primarily investigating the role of working memory. However, not all studies have demonstrated a clear relationship between working memory capabilities and performance when using automation. Engle’s (2002) controlled attention theory of working memory posits that the relationship between working memory and other cognitive constructs such as fluid intelligence can be explained through a shared reliance on attention control. Studying the role …

The Role Of Peer, Supervisor, Mentor, And Organizational Support On Workplace Ostracism And Inclusion, Erica Boucher

All Theses

A common workplace problem, particularly for women and other minorities, is workplace ostracism and a lack of inclusion into social and professional networks. There are many negative effects of workplace ostracism including decreased job satisfaction and productivity and increased turnover intentions. Conversely, inclusion is associated with positive interpersonal, psychological, and work-related outcomes for individuals. Given the importance of ostracism and inclusion, understanding predictors of these variables may aid the design of successful, supportive organizational interventions to create a positive environment for employees. Based on the literature, it seemed that ostracism and inclusion would be impacted by feelings of institutional, supervisor, …

Circumventing Ableism: A Grounded Theory Study Exploring Caregiver Strategies To Promote A Positive Identity, June Furr

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This qualitative research study explores how caregivers and persons with disabilities navigate the rhetoric of disability and caregiving through the interviews of fifteen caregivers and fifteen persons with disabilities using the lens of grounded theory and Burke’s (1952) dramatistic pentad. Significant findings describe how focused disability description can circumvent ableism when rhetorical resources that assist caregivers and persons with disabilities to navigate the rhetoric in disability descriptions are provided. Disability description theory includes the three stages that define, collaborate and revise, and practice and apply a disability description. This qualitative research offers an introduction into the phenomenon of …

A New Comprehensive And Practical Taxonomy Of Demands Healthcare Professionals Experience: The Development Process And Testing Using Machine Learning, Phoebe Xoxakos

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Given the complex (Ratnapalan & Lang, 2020) and high stress environment of healthcare organizations (Freshwater & Cahill, 2010), a better understanding of the conditions in which healthcare professionals work is important. Although previous research has resulted in somewhat limited categories of the demands on healthcare professionals (Borteyrou et al., 2014; Shanafelt et al., 2020), a comprehensive taxonomy that covers the breadth and depth of demands is lacking. Using longitudinal data collected over 28 measurement waves spanning two years during the COVID-19 pandemic, the present studies outline the development of a taxonomy based on an in-depth literature review of related workplace …

Investigating Attention Modeling Differences Between Older And Younger Drivers, Kathryn Baringer

All Theses

As in-vehicle technologies (IVTs) grow in both popularity and complexity, the question of whether these IVTs improve, or hinder, driver performance has gained more attention. The ability to predict when a driver will be looking at the road or a display on the car’s dashboard or center console is crucial to understanding the impact of the recent tech-heavy trend in car designs on safety and the extent to which IVTs compete with the primary driving task for visual resources. The SEEV model of visual attention has been shown to be able to predict the probability of attending an area if …

Why Can't We Be Friends: A Training Evaluation Of Community Dialogues, Kyle Christenson

All Theses

Demographic and attitudinal diversity can be powerful tools within the team and organizational contexts. However, when not addressed effectively, diversity can greatly strain interpersonal relations and has been found to lead to a number of negative consequences at the individual, team, and organizational levels (Roth, Goldberg, & Thatcher, 2017; Harrison & Klein, 2007). Though there have been attempts to effectively mitigate these negative outcomes, few have found lasting success (Kessler, 2021). However, a training for students offered at a university nested in the southeastern region of the United States offers a relatively novel approach to handling these interpersonal differences. The …

Barriers And Facilitators In Implementing Multiplatform Remote Patient Monitoring Of Heart Failure Patients In Clinical Settings, Zachary Andrew Reilly

All Theses

Remote patient monitoring (RPM), which provides continuous monitoring of vital signs, has become increasingly utilized in patients with heart failure (HF). As this condition impacts more than 26 million Americans each year, it is important to determine the barriers and facilitators of RPM to both improve patient care and help medical professionals make more informed medical decisions. To determine these barriers and facilitators, our research team partnered with Prisma Health-Upstate to interview healthcare professionals working at Carolina Cardiology Consultants--Greenville, which uses multiple RPM systems to monitor heart failure patients.

The twelve interviews conducted support that healthcare professionals would benefit from …

Investigating Drivers’ Knowledge And Experience With The Anti-Lock Braking System (Abs) Which Led To The Development And Evaluation Of An Emergency Braking Training Exercise Using A Driving Simulator With Haptic Pedal Feedback, Lauren Mims

All Dissertations

The purpose of this dissertation was to explore the extent to which drivers do or do not have knowledge of and experience with the anti-lock braking system (ABS) and then to explore the development and evaluation of a driving simulator task specifically designed to address emergency braking with haptic brake pedal feedback. The anti-lock braking system (ABS) was created to help drivers in emergency braking situations by preventing skidding and loss of control due to locked wheels. Vehicles with conventional (pre-ABS) brakes required the driver to “pump” the brake pedal, or to rapidly press and release the brake pedal, during …

Evaluating Privacy Adaptation Presentation Methods To Support Social Media Users In Their Privacy-Related Decision-Making Process, Moses Namara

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Several privacy scholars have advocated for user-tailored privacy (UTP). A privacy-enhancing adaptive privacy approach to help reconcile users' lack of awareness, privacy management skills and motivation to use available platform privacy features with their need for personalized privacy support in alignment with their privacy preferences. The idea behind UTP is to measure users' privacy characteristics and behaviors, use these measurements to create a personalized model of the user's privacy preferences, and then provide adaptive support to the user in navigating and engaging with the available privacy settings---or even implement certain settings automatically on the user's behalf. To this end, most …

Climbing The Masculine Hierarchy: Examining Constructions Of Masculinity Through Incel Identities, Alyssa Jewel Davis

All Theses

In a gender-segregated digital space known as the Manosphere, a group of men calling themselves “Incels,” or involuntary celibates, express feelings of hostility and hatred towards women. Incels hold a low position on a masculine hierarchy where the men who hold the most power in society are those who have access to women’s emotional and sexual services. Incels are characterized by feelings of entitlement to women’s services and aggrievement by their inability to access them. As a result, they often appear to fantasize about or engage in acts of violence to compensate for their lack of masculine privilege. However, there …

Evaluation Of Life Cycle Costs, Benefits, And Public Perceptions Of Greywater Reuse Systems For Supplementing Conventional Water Delivery, Sreeganesh Reddy Yerri

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The water utility industry is under enormous pressure to meet the challenges of increasing demands due to population growth, lifestyle changes, and depleting freshwater resources. The current and predicted future deficit scenarios challenge water supply managers to come up with a sustainable and reliable alternative source while making the supply infrastructure smarter and resilient. One such alternative source is the greywater that is available at the point of consumption itself. With certain limitations, there have been studies performed to evaluate the life cycle costs and expected monetary benefits of decentralized greywater reuse systems, but the public and health bureaus are …

Fair, Equitable, And Just: A Socio-Technical Approach To Online Safety, Daricia Wilkinson

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Socio-technical systems have been revolutionary in reshaping how people maintain relationships, learn about new opportunities, engage in meaningful discourse, and even express grief and frustrations. At the same time, these systems have been central in the proliferation of harmful behaviors online as internet users are confronted with serious and pervasive threats at alarming rates. Although researchers and companies have attempted to develop tools to mitigate threats, the perception of dominant (often Western) frameworks as the standard for the implementation of safety mechanisms fails to account for imbalances, inequalities, and injustices in non-Western civilizations like the Caribbean. Therefore, in this dissertation …

On The Frontlines Of Covid-19: A Jd-R Approach To Better Understand Emergency Medicine Clinicians' Psychological Well-Being, Riley Mccallus Pegram

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Healthcare organizations have been heavily impacted by the COVID-19 pandemic, with emergency departments (EDs) facing especially large burdens. Increased patient volumes, fewer opportunities to disengage from work, and the persistence of the pandemic over many months continue to place demands on emergency medicine clinicians (EMC) and may elevate their levels of psychological stress. Psychological resilience and meaningful work experiences may protect EMC from these negative effects but may also be negatively impacted by high levels of ED crowding. Using the Job-Demands Resources model as a theoretical framework, this dissertation sough to explore how ED crowding (measured objectively and subjectively), psychological …

“I Can See The Forest For The Trees”: Examining Personality Traits With Trasformers, Alexander Moore

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Our understanding of Personality and its structure is rooted in linguistic studies operating under the assumptions made by the Lexical Hypothesis: personality characteristics that are important to a group of people will at some point be codified in their language, with the number of encoded representations of a personality characteristic indicating their importance. Qualitative and quantitative efforts in the dimension reduction of our lexicon throughout the mid-20^th century have played a vital role in the field’s eventual arrival at the widely accepted Five Factor Model (FFM). However, there are a number of presently unresolved conflicts regarding the breadth and …

The Influence Of Pedestrian Biological Motion On Time-To-Collision Estimates At Night, Ellen C. Szubski

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The incidence of pedestrian fatalities has increased dramatically, and insufficient conspicuity at night has been identified as a significant problem. Placing retroreflective markings on a pedestrians’ extremities increases pedestrian conspicuity to drivers at night by capitalizing on our perceptual sensitivity to biological motion (biomotion). This study sought to determine whether biomotion also affects drivers’ ability to judge when they will arrive at pedestrian’s location. Here, 126 participants viewed prerecorded 25-second videos of a nighttime approach towards a walking pedestrian. The pedestrian wore one of five clothing configurations while walking from one of three approach angles. Prior to the vehicle reaching …