Social Statistics Commons^™

The Prevalence And Impact Of Discourse In Social Media Networks: The 2024 Presidential Election, Kyle Kuberski, Xavier R. Mojica, Gwonchan J. Yoon, Brad Klein, Bivin P. Sadler

SMU Data Science Review

Abstract. Social Media platforms serve as central hubs for global discourse, where political dialogue is widely shared and echoed. This exchange shapes civic participation and influences electoral outcomes, often with both intended and unintended consequences. In its inception, social media platforms served as message boards for the masses, yet manipulation and exploiting of systems via bot usage has made platforms susceptible to outside forces. Thus, false narratives and an artificial sense of consensus are endemically augmented. As for the 2016 and 2020 U.S. presidential elections, it is important to investigate the prevalence of evolved bot activity in both political and …

Invisible Intersections: Race, Adhd, And The Role Of Disciplinary Actions In Academic Outcomes, Miles Feller

Clinical Psychology Dissertations

Race is a marginalized identity linked to significant achievement gaps for Black and Latino students in the USA (de Bray et al., 2019). These students experience higher rates of exclusionary school discipline (ESD) than White and Asian peers (Aud et al., 2010; de Bray et al., 2019), with suspensions correlating to lower academic performance (Del Toro & Wang, 2022; Wang et al., 2023; Owens & Hinshaw, 2016). Additionally, developmental disabilities like ADHD intersect with these issues; despite narrowing racial disparities in diagnoses (Cénat et al., 2022; Fairman et al., 2020), access to treatment remains uneven (Baglivio et al., 2017; Coker …

Can Machine Learning Prevent Human Trafficking? Using Data And Technology To Tailor Policies And Programs Toward Vulnerable Populations In Your Community, Kristen Hubbell

SMU Human Trafficking Data Conference

This presentation will investigate how to use data and technology to prevent human trafficking in communities, before it starts. It will explore the opportunity to utilize a novel machine learning approach to identify local risk factors to guide collaborative, data-oriented prevention programs. Surprising findings from a case study will be shared that challenge existing assumptions on the key drivers of human trafficking.

Reclaiming Data To Transform Anti-Trafficking Systems, Laura Hackney

SMU Human Trafficking Data Conference

AnnieCannons believes that the people closest to the problem are closest to the solution. Yet in the anti-trafficking movement, data about survivors is often collected without survivors. Co-founder and CEO Laura Hackney will discuss how reclaiming data can transform systems of care accountability, and prevention. She will share lessons learned from the development of ResourceFull, a digital platform led and co- designed with trafficking survivors to safely connect individuals to trustworthy services and track outcomes across fragmented care systems. There are ethical, technical, and human-centered challenges of collecting and of using data in a space where safety and trust are …

Anita’S Plight: Challenging Low Expectations For A Black Girl In A Montreal High School, Lerona Dana Lewis Dr.

The Qualitative Report

In this paper, I examine how a Black adolescent girl in a Montreal high school contests low teacher expectations that resulted in her being directed to a vocational program (Formation à un métier semi-spécialisé, FMS) in her high school. The FMS program prepares children for entry-level careers, defined in the Quebec curriculum as semi-skilled jobs. I (re)present her account in the form of a narrative found poem that explores how the use of found poetry as a heuristic device improves understanding of the school practices impacting the student’s placement in the FMS program. The found poem offers a critical reading …

Transnational Methodological Engagements With Artistic Narratives: Challenging Hierarchies And Building Community, Lauren Stetz

The Qualitative Report

Through the analysis Violence Against Women Art Map Project, a publicly accessible online platform that utilizes data visualization to understand the contextual complexities of violence against women (VAW), this article explores how comics and narrative artworks can be utilized to provide voice on sensitive or controversial subject matter, challenge accepted societal hierarchies and norms and build community. Considering social media as a transnational dialogic space, graphic works within online spaces can provide qualitative researchers with the potential to expose the multilayered and entangled experiences of individuals across cultures and to interrupt frequently silenced issues that often go unwitnessed and unspoken. …

Power Impacts Target Goals And Responses To Racism, Urmi Chatterjee

Masters Theses, 2020-current

Racial microaggressions are harmful to people of color (POC) and inhibit their social functioning in the long term. Explicit forms of racism have been focused on in previous studies on interpersonal racial interactions. While studies have found the effect of confrontation on POC who experience subtle racism, other forms of responses to racism lack research. Are responses influenced by how powerful targets are? What happens when a powerful target experiences subtle racism? This study shows how power shapes the strategies people of color use to respond to subtle racism. We used a negotiation framework between three types of goals and …

Latino Voter Registration And Participation Rates In The 2016, 2020, And 2024 Presidential Elections, Laird W. Bergad

Center for Latin American, Caribbean, and Latino Studies

Abstract

This report examines Latino voter participation in U.S. presidential elections from 2016 to 2024, highlighting significant increases in registration and turnout between 2016 and 2020, followed by declines in 2024.

Methods

The study is a descriptive and comparative analysis using data from the Voting and Registration Tables issued by the U.S. Census Bureau.

Discussion

In 2020, Latino voter registration and turnout reached historic highs but these gains plateaued in 2024 despite continued population growth.

Persistent disparities in Latino voter participation remained across age groups and sex. Additionally, Latino participation rates in 2024 remained lower than that of non-Hispanic white, …

Integrating Positive Psychology And Spirituality To Foster Meaning And Well-Being In Older Adults, Crystal Morris

Adultspan Journal

This perspective article explores the integration of positive psychology interventions (PPIs) and spirituality in therapy to foster meaning and well-being in older adults. It highlights exercises such as the positive introduction, positive legacy, character strengths, mindfulness, mindful-based yoga, and a manifestation prayer journaling. The interventions presented are tools to support older adults that may experience depression, difficult life transitions, and the search for renewed meaning. Therapists who integrate PPIs and spirituality into therapy can promote a holistic, non-pathological approach to treatment.

Recent U.S. Government Policy Literature On Critical And Strategic Minerals, Bert Chapman

Libraries Faculty and Staff Scholarship and Research

Critical and strategic minerals have become increasingly important in U.S. government civilian and military policymaking in recent years. This is demonstrated by the heavy use of such minerals in many critical civilian and military infrastructures. This work will discuss how this subject has been addressed in laws, presidential documents, and works by government agencies along with congressional oversight committees and support agencies. It will stress how the United States is heavily dependent on strategic minerals from adversarial foreign countries such as China and will examine U.S. efforts to increase its ability to produce such materials in the United States by …

Leading Factors Positively Impacting Teacher Job Satisfaction, Abby M. Smith Ms.

Graduate Teacher Education

Abstract

This paper examined the issue of declining teacher job satisfaction and its role in the growing national teacher shortage. The purpose was to identify the leading factors that positively influenced teacher job satisfaction and to explore how these elements supported retention, enhanced school performance, and improved student learning. This literature review combined 15 peer-reviewed studies from the past 17 years that included diverse international contexts with participants who varied by age, experience, and culture. The sources employed qualitative, quantitative, mixed-methods, and secondary data analyses to study intrinsic and extrinsic motivators on teacher satisfaction, burnout, and attrition. The findings indicated …

2024 Presidential Election Results, Ryan Carson, Noah Thomas, Katie Akateh, Jan Knoedler, Carrie Pirmann

Election Data

The data contained in this dataset cover the 2024 Presidential election results. Also included in this dataset are the winner results for the 2016 and 2020 election. Data were sourced from finalized (certified) state election board results wherever possible. All data is reported at the county level. Refer to the Presidential Election General Election 2024 Data Dictionary for a full list of data sources. To view a list of all variables included in this dataset, please see the Presidential Election General Election 2024 Codebook.

This dataset is already prepared for GIS mapping. Data for Alaska and Connecticut is not included …

An Analysis Of Bias Towards Women In Large Language Models Using Likert Scale Evaluations, Sarah T. Fieck

Electrical Engineering and Computer Science (MS) Theses

Closed-source large language models (LLMs) developed by large technology companies continue to grow in popularity. However, ethical conversations surrounding the safety of model outputs have been a prominent topic of discussion. This project aims to assess three leading closed-source LLMs: OpenAI’s ChatGPT, Google’s Gemini, and Anthropic’s Claude, to analyze how their outputs perform when treated as a subject of several psychological evaluation scales measuring biased behaviors against women. The Ambivalent Sexism Index, Modern Sexism Scale, and Belief in Sexism Shift evaluations were used to get descriptions of how the LLMs respond to traditional and modern prompts involving sexism and gender …

School Choice And Spatial Equity: A Comparative Analysis Of Public And Private K-12 School Enrollment In Three American Metropolitan Areas, John A. Schumacher

College of Arts & Sciences Senior Theses

This thesis investigates the factors influencing school choice and enrollment patterns in three Metropolitan Statistical Areas (MSAs): Detroit-Warren-Dearborn, MI; Louisville-Jefferson County, KY-IN; and Atlanta-Sandy Springs-Roswell. It explores the role of socioeconomic and spatial variables, including income levels, racial composition, and educational attainment, political fragmentation, and urbanicity in shaping enrollment decisions across public and private schools. Using spatial analysis and multiple regression techniques, the study examines how these factors contribute to variations in school enrollment within the selected MSAs. The results reveal that income level and racial composition significantly affect enrollment patterns while other factors such as urbanicity had minimal impact. …

Comparing Online And In-Person Social Support And Its Effects On Suicidal Ideation, Alexander J. Potter

Honors Theses

According to the interpersonal theory of suicide, thwarted belonging and perceived burdensomeness are proximal causes of suicidal ideation (Van Orden et al., 2010). Studies show that a lack of social support can lead to higher levels of thwarted belonging and perceived burdensomeness (Sparks et al., 2023). This relationship between social support and suicidal ideation has been studied in the literature, but the relationship between online and in-person social support with suicidal ideation has not. The purpose of the current study is to examine the effects of in-person and online social support on different factors of the interpersonal theory of suicide. …

Youth Sport Participation And Cognitive Development: The Need For Improved Measurement, Amelia Anne Miramonti

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

Background: Youth sport participation is associated with numerous positive developmental outcomes, including potential cognitive benefits. However, research examining sport-cognition links often uses simplistic operationalizations of sport participation and cross-sectional designs, limiting causal inference and understanding of specific sport characteristics' roles. This study aimed to develop and compare a novel, nuanced sport participation scoring method against common operationalizations in predicting cognitive outcomes in a large youth sample, while controlling for general physical activity and health as a first step towards more robust longitudinal analyses.

Methods: Data were drawn from the Adolescent Brain Cognitive Development (ABCD) Study Year 2 follow-up …

Extralegal Factors Influencing Judicial Perceptions Of Defendants With Mental Illness, Hailey Erdbruegger

Undergraduate Honors Theses

The United States has one of the highest prison populations in the world. This means millions of individuals are either incarcerated or under other forms of supervision by the criminal justice system at any one given time. All those millions of individuals had to move through the U.S. criminal courts and thus engage with multiple forms of courtroom participants along the way. Of those millions coming through the system, many have either been diagnosed with a mental illness, or have self-reported having a mental illness. This makes the personal beliefs, stigmas, and biases of the previously mentioned courtroom participants regarding …

Recognizing Injustice, Reclaiming Voices: Establishing A Missing Persons Database For Missing And Murdered Indigenous Women And Children In Nebraska, Bayly W. Watson

Department of Anthropology: Theses and Student Research

Indigenous people have been the victims of harsh persecution since the time of colonization; this has negatively impacted Native communities and has contributed significantly to the ongoing crisis of Missing and Murdered Indigenous Women and Children (MMIWC) across the United States and Canada. Under Legislative Bill 154, Richards et al. (2021) conducted an initial study to identify missing Native cases in Nebraska and in 2023, the Attorney General appointed a Missing and Murdered Indigenous People (MMIP) Liaison to help combat the number of missing Indigenous in the state. This thesis contributes to previous research by analyzing 20,049 reports from three …

Comparative Analysis Of Gunshot Trauma And Decomposition In Southeast Nebraska, Alexandra C. Tieken

Department of Anthropology: Theses and Student Research

Accurately identifying gunshot trauma (GST) in forensic anthropology remains a significant challenge, particularly in distinguishing the effects it has on decomposition. This study investigates how different types of gunshot trauma influence the rate and characteristics of decomposition in a humid continental climate, specifically southeastern Nebraska. Utilizing Sus scrofa domesticus (domestic pigs) as human proxies, four pigs were euthanized by professionals and subjected to controlled conditions at the Reller Prairie Field Station. Three pigs were inflicted postmortem with close-range gunshot trauma using a 9mm handgun, a 12-gauge shotgun, and an AR-15 rifle, while a fourth served as a trauma-free control. For …

Barriers Individuals And Families Experience Utilizing Anti-Poverty Programs, Miranda C. Dube'

Electronic Theses, Projects, and Dissertations

This proposed study aims to explore the barriers experienced by residents of the High Desert communities. Using a quantitative method approach, the proposed research will employ surveys to provide a comprehensive understanding of the outcomes experienced by the High Desert residents. Participants will be selected within the High Desert communities, aged 18 years or older, who have or are currently experiencing poverty. The findings from this proposed study would contribute to bridging gaps in understanding the barriers residents of the High Desert experience. By identifying factors that suppress successfully utilizing anti-poverty programs, this research proposal would aim to inform the …

The Adverse Effects Of Substance Use Among Caregivers On Children In The United States: A Systematic Review, Amanda R. Suchaire

Electronic Theses, Projects, and Dissertations

In the United States, Caregiver Substance Use Disorder (SUD) is a significant public health issue that disrupts family dynamics and can severely impact the health of millions of children. The systematic review examines the adverse impact of caregiver substance use on children, with research published from 2020 onwards. The significance of this study is due to the increasing prevalence of substance use disorders among caregivers and their harmful effects on child maltreatment, psychosocial health, physical health, and overall well-being. A systematic review framework will be utilized, synthesizing peer-reviewed studies to describe the prevalence of caregiver substance use, developmental issues for …

Comics And Photography: The New Frontiers Of The "Reverse Translation", Emanuela Abbatecola, Mariella Popolla

The Qualitative Report

Anyone who was trained in Italy in the last decades of the 20th century will recall how central the debate around "quali(tative)" and "quanti(tative)" was at that time, when quantitative methods seemed to offer reassurance regarding the scientific credentials of a discipline still young and insecure in terms of its identity. The supremacy of the quantitative even though it is already from the 1970s that we witness a slow, and often contested, "revival of qualitative research linked to profound epistemological changes [...], to the crisis of the objectivist paradigm [...] and the recognition of the centrality of language [...] (Frisina, …

Zine-Making As Site Of Research Brave Space: From Ethical Challenges To Transformative Opportunities In The Study Of Digital Sexual Intimacies, Rachele Reschiglian, Cosimo Marco Scarcelli

The Qualitative Report

This paper presents zine-making workshops as sites of Research Brave Spaces (RBS), a methodological posture for scholars within transformative worldviews. Positioned within queer research methodologies, the paper argues that zine-making offers a creative and multimodal method that enhances participant engagement and reflexivity, challenging some limitations of traditional research methods. By framing research as a “brave space,” the paper shifts from the notion of “safe spaces,” emphasising the importance of embracing discomfort, vulnerability, and critical reflection throughout the research process in all the subjects involved. The methodology incorporates elements of care, collaboration, and adaptability, addressing the specific needs of marginalised participants, …

Towards An Embodied And Graphic Based Qualitative Sociology: Methodological Reflections On Reflexivity And Pictorial Embodiment In The Field Of Health And Illness, Alice Scavarda, Barbara Grüning

The Qualitative Report

The aim of this paper is to discuss the comicisation of qualitative sociology, i.e., the use of comics as research methods and analytical tools in sociology, drawing from case studies related to illness and neurodivergence. In the first part, we will pinpoint how comics as qualitative research methods enhance the reflexivity of sociologists themselves in the various phases of their research projects: from the definition of a case study to the choice of research and analysis techniques up to the communication of research outputs. In line with El Refaie’s (2012) concept of pictorial embodiment, we will show how producing drawn …

The Ethics Of Drawing Illness: Interdisciplinary Negotiations In A Participatory Graphic Narrative Project, Veronica Moretti, Annalisa Plava, Stefano Ratti

The Qualitative Report

This paper illustrates how the design of health-related comics contributes to reflecting on the methodological and ethical challenges of qualitative research. In line with Comics-Based Research (CBR), we demonstrate how creating a comic on medical topics emerges from continuous and iterative dialogue among multiple voices: patients, sociologists, artists, and physicians. On an ethical and methodological level, our study explores the creation of a comic book about pancreatic diseases with varying stages of severity and possibilities for cure and recovery. Constructing a comic in such contexts provides a new way of visualizing and understanding the illness experience. Representing traumatic memory in …

From Sketches To Stereotypes: Understanding Criminality Through Student Illustrations, Sandra Sicurella, Simone Tuzza

The Qualitative Report

This study investigates the use of comics to challenge stereotypes about criminals, acknowledging the partial and sensationalized nature of cultural production. It examines how TV series, films, and news influence students’ perceptions. Using Art-Based Research (ABR), a creative and uncommon approach in criminology, the research adopts comics as a pedagogical and investigative tool. The study aims to empirically validate this method, contributing to the academic debate on creative techniques in social research. It tests the hypothesis that visual storytelling can reveal beliefs related to the criminal imaginary and stimulate critical reflection. Three workshops were conducted with university students (aged 20–25) …

Psychological Treatment Behind The Walls:Insights From The Inside, Rogelio Serrano

Psychology Division Scholarship

Repeated eras of mass incarceration, criminalization of marginalized communities, and substance use policies have created a revolving door of justice involved populations. The ever-increasing prison population has repeatedly become the largest contingency of mental health clientele for an overburdened mental health system. Those who work with formerly incarcerated individuals in the community often don’t know the unique set of challenges faced by practitioners within the system. Increased understanding and coordination of care can offer opportunities for sustained recovery and reduced levels of recidivism. In this presentation participants will learn about the unique insights on mental health treatment that can be …

Illustrative Storytelling And Social Sciences: Reconsidering Boundaries, Extensions, And Meanings Of Qualitative Research, Veronica Moretti, Francesco Della Puppa

The Qualitative Report

Comics are increasingly recognized as a flexible and multimodal medium capable of eliciting, constructing, analyzing, and disseminating qualitative data. Far from being merely illustrative or humorous, comics offer complex visual-narrative forms that can reflect and critique social realities, stimulate reflexivity, and engage diverse audiences. This approach highlights the scientific, ethical, and epistemological implications of using comics in research, particularly in relation to representation, positionality, and the visual construction of meaning. Comics can serve as tools for pedagogy, public sociology, and participatory inquiry, especially in areas such as health, gender, and digital cultures. From autoethnography and zine-making to the co-production of …

Assessing Middle Eastern American Attitudes Towards Substance Use Disorders, Hazem Alata, Hussein Bazzi, Saleh Al-Juburi, Angie Achkar, Liam Browning, Nicole Oska, Adam Chaban, Arash Javanbakht

Medical Student Research Symposium

Assessing Middle Eastern American Attitudes Towards Substance Use Disorders

Introduction:

Substance use disorders (SUD) among Middle Eastern and North African (MENA) populations remain largely understudied, despite evidence of high prevalence rates and lower rates of treatment engagement. Unique cultural conceptualizations and beliefs surrounding substance use disorders may perpetuate stigma, further contributing to disparities in access to and utilization of treatment services. This study aims to explore the attitudes and perspectives of individuals from MENA communities regarding substance use disorders, with the goal of identifying and addressing barriers to treatment.

Methods:

An anonymous bilingual Qualtrics survey was administered, gathering responses from …

Beyond The Bickering: Examining Event, Victim, And Offender Characteristics For Sibling Abuse Incidents In Oregon, Isabella M. Starr

University Honors Theses

Sibling violence (SV) is the most prevalent form of intrafamilial and domestic violence, yet it remains underrecognized and lacks the systematic attention given to other forms of family violence. Often minimized or misclassified as typical sibling rivalry, SV can inflict serious and lasting physical, emotional, and psychological harm on its victims. This study explores the characteristics of sibling violence incidents reported to law enforcement in Oregon between 2016 and 2023, using data from the National Incident-Based Reporting System (NIBRS). Through an analysis of 5,793 single-victim, single-offender incidents, the research examines demographic patterns among victims and offenders, incident dynamics, and typological …