Social and Behavioral Sciences Commons^™

Editorial: Midlife Brain Health: Understanding Brain Aging In Middle-Age And Effects Of Interventions To Prevent Neurodegeneration In Late Life, Junyeon Won, Marissa A. Gogniat, Takuya Kurazumi, Kristy A. Nielson

Psychology Faculty Research and Publications

With the rapid increase in the aging population, the prevalence of age-related neurodegenerative diseases such as Alzheimer's disease (AD) has risen significantly, affecting over 55 million people worldwide in 2023, with projections suggesting this number will exceed 78 million by 2030 (Better, 2023). While much research has been focused on understanding and treating AD in older adults, there is growing emphasis on early interventions to prevent its onset (Crous-Bou et al., 2017; Dohm-Hansen et al., 2024). In this regard, middle-age has gained recognition as a critical period for the development and prevention of AD (Ritchie et al., 2017). For example, …

Alcohol Misuse During The Covid-19 Pandemic: Stressors And Intersectionality Among Latinx Women, Lucas Torres, Alison Cerezo, Isaiah J. Jones, Fiorella L. Carlos Chavez, German Cadenas

Psychology Faculty Research and Publications

Objectives:

The COVID-19 pandemic has exacerbated previously existing disparities and introduced new challenges for individuals living at the intersection of marginalized identities, such as Latinx women. For instance, increases in alcohol use have been noted during the COVID-19 pandemic, yet it is unclear which circumstances experienced are more likely to predict alcohol use among Latinx women.

Method:

The present study sought to identify the profile of intersectional factors, namely immigrant status, socioeconomic standing, and age, and COVID-19 stressors that predicted high or hazardous alcohol use among 1,227 Latinx women living in the United States.

Results:

The main findings, in the …

Professional Skills For Behavior Analysts: A Survey On The Proficiency And Importance Of Hard And Soft Skills, Landon S. Cowan, Tiffany Kodak

Psychology Faculty Research and Publications

Individuals seeking certification as board certified behavior analysts (BCBAs) require training in both hard and professional (soft) skills. Trainees seeking certification complete coursework, supervised fieldwork experience, and a BCBA exam that assesses mastery of hard skills. However, training and mastery of soft skills is not as defined. BCBAs are also expected to maintain these skills throughout their career. Previous research has shown that soft skills are viewed as important by clients and their caregivers but are not consistently demonstrated from those providing services. Research also suggests that BCBA trainees may not consistently receive training on soft skills. The current study …

Rethinking Behavioral Reassignment In School Systems: A Restorative Model For Holistic Intervention, Gabriel M. Velez, Thomas Durkin, Kristin Haglund, John H. Grych, Julie Novak, Sherri Walker, Emily Goldstein Nolan, Amanda Krzykowski, Janessa Doucette, Drew Deluito, Bridget Schock

Psychology Faculty Research and Publications

Growing evidence over the last few decades has highlighted that punitive approaches in schools perpetuate violence, furthering inequities, deepening issues of safety, and negatively impacting young people’s development. These impacts are particularly felt in under-resourced urban schools situated in contexts of community violence. Partially, in response, an increasing number of schools and school districts are engaging in restorative practices. This trauma-informed, strengths-based framework focuses on relationships, healing, and accountability. This article contributes to the growing literature on the potential of restorative justice to promote equity in urban schools and educational systems by outlining the development and model of a restorative …

A Whole-Brain Voxel-Based Analysis Of Structural Abnormalities In Ptsd: An Enigma-Pgc Study, Jacklynn M. Fitzgerald

Psychology Faculty Research and Publications

Background

Patients with posttraumatic stress disorder (PTSD) exhibit smaller regional brain volumes in commonly reported regions including the amygdala and hippocampus, regions associated with fear and memory processing. In the current study, we have conducted a voxel-based morphometry (VBM) meta-analysis using whole-brain statistical maps with neuroimaging data from the ENIGMA-PGC PTSD working group.

Methods

T1-weighted structural neuroimaging scans from 36 cohorts (PTSD n = 1309; controls n = 2198) were processed using a standardized VBM pipeline (ENIGMA-VBM tool). We meta-analyzed the resulting statistical maps for voxel-wise differences in gray matter (GM) and white matter (WM) volumes between PTSD patients and …

A Practical Theology Of Change: Community-Centered Leadership For Congregational Transformation In Evolving Contexts, Kevin W. Vanhook Ii

Theses and Dissertations

Communities worldwide have been dramatically and rapidly changing, with more of the world’s population expected to live in urban settings by 2030. Christian churches that failed to adapt to their communities’ mergent needs experienced stagnation and decline, while those that survived and thrived rethought their strategies for engaging with their respective communities. Research indicated that churches focusing on achieving and sustaining congregational health and vitality had the potential to defy the prevailing trends of church decline. However, there was a lack of research regarding best practices for doing so. Therefore, this study identified the practices used by ministers of Christian …

The Moderating Effects Of Self-Compassion On The Relationship Between Shame And Depression In Military Populations, Sarah Foran

College of Graduate Studies: Theses & Dissertations

The U.S. Military has faced a continuous rise in mental health concerns reported by service members and veterans (Currier et al., 2017; Rosenheck & Fontana, 2007). Studies of military personnel have found that up to 15% of service members meet the criteria for experiencing depression (Shen et al., 2012). Often, individuals with military experience face numerous stressors that positively contribute to this experience of depression and feelings of shame (Bradbard et al., 2014; Litz et al., 2009). Military culture (often emphasizing shame related to mental health) has also been found to put military personnel at higher risk of experiencing depression …

Does Friend Groups’ Co-Rumination Explain Depression Homophily Among Undergraduate Women's Friendship Groups?, Alyssa D. C. Klas

College of Graduate Studies: Theses & Dissertations

The transition to college is a period known for changes in social support and increases in depression risk. Undergraduate women are particularly vulnerable to developing internalizing symptoms like depression in response to relational stressors and social norm pressures associated with college life. Co-rumination, defined as excessive and ongoing discussion about problems and emotionally distressing topics, both fosters connection and intimacy between friends and increases risk of depressive symptoms. Thus, relationships that are typically seen as buffers from depression may, paradoxically, contribute to risk when support-seeking becomes maladaptive. Most research on co-rumination’s effects is limited to friendship dyads. However, within larger …

Success Is A Journey, Not A Destination: The Student Library Assistants Of Georgia (Slags) At G. W. Carver School In Richmond Hill, Georgia, 1960-1968, Christopher C. Elkins

College of Graduate Studies: Theses & Dissertations

This dissertation examines two chapters of Black education in Georgia that have been largely ignored in the study of curriculum and educational history, namely the George Washington Carver School located in Richmond Hill, Georgia and the Student Library Assistants of Georgia (SLAGS) that existed statewide in many Black schools. G.W. Carver School, built in 1939 and funded by automaker Henry Ford, is mentioned briefly in multiple works that either relate to Ford or cover the general history of Richmond Hill. Utilizing oral history and archival documents, this study emphasizes the significant contribution the SLAGS program made to students at G. …

Vaccines And Publics: A Variety Of Engagement Experiences, David H. Lee

Publications and Research

This chapter is about some of the sites and scenes where members of the public are exposed to (and engage in) vaccination discourse. To preview, after a brief introduction, we begin with messaging models of communication, followed by the move from messaging to engagement. Next, case examples of public engagement with vaccines are introduced, from pandemic influenza preparedness in the U.S., to polio eradication initiatives in India, and then to COVID-19 public engagement events in England. Settings of public engagement are noted, including online, in churches and museums. Then, there’s a section about communication and public participation, seen as either …

A Hybrid Cloud Data Lake Architecture Supporting The Integration Of Clinical And Genomics Data, Apollo Mcowiti, Heidi Dowst, Fei Zheng, Susan Hilsenbeck, Christopher Amos

Center for Medical Ethics and Health Policy Staff Publications

Objective: Cancer centers must quickly integrate clinical genomics data from different vendors for oncology operations and research. Clinical data warehouse architectures are costly to construct and brittle, and they are not readily amenable to the rapid changes in oncology research. We introduce a cost-effective hybrid cloud Data Lake architecture for storing clinical genomic data from different vendors, aiding both clinical and research workflows.

Methods: We created a Data Lake architecture based on the zone architecture, with four layers: ingestion, storage, transformation, and interaction. The layers are implemented with a hybrid cloud architecture. Rich metadata created from patient and genomic data …

Methadone For Critically Ill Patients Under Mechanical Ventilation In The Intensive Care Unit: A Systematic Review, Sérgio Martins Pereira, Megan Abbott, João Francisco Figueiredo Marcondes Ferraz, Akash Goel, Andrea Rigamonti, Charmaine De Castro, Lisa Burry, Airton Leonardo De Oliveira Manoel, Michael Chaim Sklar

Center for Medical Ethics and Health Policy Staff Publications

Purpose: Pain may pose significant challenges in the intensive care unit, especially in mechanically ventilated patients. Methadone has recently emerged as an alternative option for eliciting acute analgesia. In this systematic review, we evaluated the use of methadone in mechanically ventilated patients in the intensive care unit.

Source: We searched MEDLINE, EMBASE, Wiley's Cochrane Library, CINAHL, PubMed (non-MEDLINE), Scopus, and LILACS databases from inception to January 24th, 2025. Eligible studies included randomized controlled trials and observational studies that compared the use of methadone to the standard of care or to other analgosedation strategies in mechanically ventilated patients in the intensive …

Impact Of Personalized Risk Scores On Shared Decision Making In Left Ventricular Assist Device Implantation: Findings From A Qualitative Study, Holland Kaplan, Kristin Kostick-Quenet, Benjamin Lang, Robert J Volk, Jennifer Blumenthal-Barby

Center for Medical Ethics and Health Policy Staff Publications

Objective: To assess stakeholders' perspectives on integrating personalized risk scores (PRS) into left ventricular assist device (LVAD) implantation decisions and how these perspectives might impact shared decision making (SDM).

Methods: We conducted 40 in-depth interviews with physicians, nurse coordinators, patients, and caregivers about integrating PRS into LVAD implantation decisions. A codebook was developed to identify thematic patterns, and quotations were consolidated for analysis. We used Thematic Content Analysis in MAXQDA software to identify themes by abstracting relevant quotes.

Results: Clinicians had varying preferences regarding PRS integration into LVAD decision making, while patients and caregivers preferred real-time discussions about PRS with …

Evaluating Spatiotemporal Vegetation Index Variation To Detect Salt Marsh Dieback On The Georgia Coast, Emmanuella Bosompemaa Obeng

College of Graduate Studies: Theses & Dissertations

Salt marshes, essential for coastal protection and carbon sequestration, are increasingly vulnerable to dieback events, threatening ecosystem resilience and vital services. Detecting these shifts early is essential for timely intervention. However, few studies have applied Early Warning Signals (EWS) to coastal marsh systems. Most EWS research has focused on lakes, forests, or climate tipping points, with limited application to salt marsh dieback in the southeastern U.S. Site-specific, long-term spatial analyses are also lacking, as prior work often examines short time frames or single disturbance events. This study investigates the spatiotemporal patterns of salt marsh dieback on the Georgia coast from …

Assessing The Impact Of Environmental Health Risk Communication On Cancer Screening Intentions Among Private Well Owners In Rural Communities, Victoria A. Clower

College of Graduate Studies: Theses & Dissertations

Background: Cancer is a leading cause of death in Georgia, with rising incidence in rural counties where many residents rely on unregulated private wells. These wells may contain contaminants such as radon, lead, nitrate, and arsenic, all linked to increased cancer risk. Limited research has explored how environmental exposure awareness influences cancer prevention behaviors such as screening. Guided by the Champion Health Belief Model, this study examined psychosocial and environmental predictors of screening intent among private well owners. Methods: Well Aware was an 11-week quasi-experimental study among 60 private well owners in southeast Georgia. Participants who attended educational listening sessions …

Barriers To Seeking Medical Care And Their Effects Among Fat Patients With A Fat Liberation Praxis In The United States, Christina Seiko Cook

College of Graduate Studies: Theses & Dissertations

Weight stigma and weight bias have significant effects on the health of individuals (Alberga et al., 2019; Pearl, 2018; Puhl & Heuer, 2010; Schwartz et al., 2003; Udo et al., 2016). These biases can show up in the form of fatphobia or anti-fat bias. Physicians who hold anti-fat bias can affect their relationship with their patients, leading to poorer health outcomes and worse patient experiences for larger-bodied and fat people (Phelan et al., 2015). The purpose of this study is to contribute to the current literature regarding the positive and negative experiences of fat patients with a fat liberation praxis …

Foundation Models In Bioinformatics, Fei Guo, Renchu Guan, Yaohang Li, Qi Liu, Xiaowo Wang, Can Yang, Jianxin Wang

Computer Science Faculty Publications

With the adoption of foundation models (FMs), artificial intelligence (AI) has become increasingly significant in bioinformatics and has successfully addressed many historical challenges, such as pre-training frameworks, model evaluation and interpretability. FMs demonstrate notable proficiency in managing large-scale, unlabeled datasets, because experimental procedures are costly and labor intensive. In various downstream tasks, FMs have consistently achieved noteworthy results, demonstrating high levels of accuracy in representing biological entities. A new era in computational biology has been ushered in by the application of FMs, focusing on both general and specific biological issues. In this review, we introduce recent advancements in bioinformatics FMs …

Not Here, Go There: Analyzing Redirection Patterns On The Web, Kritika Garg, Sawood Alam, Dietrich Ayala, Michele C. Weigle, Michael L. Nelson

Computer Science Faculty Publications

URI redirections are integral to web management, supporting structural changes, SEO optimization, and security. However, their complexities affect usability, SEO performance, and digital preservation. This study analyzed 11 million unique redirecting URIs, following redirections up to 10 hops per URI, to uncover patterns and implications of redirection practices. Our findings revealed that 50% of the URIs terminated successfully, while 50% resulted in errors, including 0.06% exceeding 10 hops. Canonical redirects, such as HTTP to HTTPS transitions, were prevalent, reflecting adherence to SEO best practices. Non-canonical redirects, often involving domain or path changes, highlighted significant web migrations, rebranding, and security risks. …

Github Repository Complexity Leads To Diminished Web Archive Availability, David Calano, Michael Nelson, Michele Weigle

Computer Science Faculty Publications

Software is often developed using versioned controlled software, such as Git, and hosted on centralized Web hosts, such as GitHub and GitLab. These Web hosted software repositories are made available to users in the form of traditional HTML Web pages for each source file and directory, as well as a presentational home page and various descriptive pages. We examined more than 12,000 Web hosted Git repository project home pages, primarily from GitHub, to measure how well their presentational components are preserved in the Internet Archive, as well as the source trees of the collected GitHub repositories to assess the extent …

Uncertainty-Aware Deep Learning Framework For Forecasting Coastal Water Level In Virginia Beach, Md Mahmudul Hasan, Malachi Schram, Sridhar Katragadda, Diana Mcspadden, Alisa N. Udomvisawakul, Heather Richter, Frank Liu

Computer Science Faculty Publications

Coastal areas like Virginia Beach, USA, are increasingly vulnerable to flooding. To mitigate the impact of flooding, it is crucial for the City of Virginia Beach to have reliable 72-hour-ahead (3 days) forecasts of water levels at key gauge locations. To support this effort, several sensors have been installed throughout the city to monitor water levels and other environmental parameters such as wind speed, precipitation, and atmospheric pressure. Leveraging sensor data from one of these locations, we developed an uncertainty-aware deep learning model to forecast water levels. We employed deep quantile regression (DQR) to quantify variability in the predictions and …

The Invisible Influencer In Information Infrastructure, Herbert Van De Sompel, Michael L. Nelson

Computer Science Faculty Publications

The UPS Prototype was a proof-of-concept web portal built in preparation for the Universal Preprint Service Meeting held in October 1999 in Santa Fe, New Mexico. The portal provided search functionality for a set of metadata records that had been aggregated from a range of repositories that hosted preprints, working papers, and technical reports. Every search result was overlaid with a dynamically generated menu, called an SFX-menu, that provided a selection of value-adding links for the described scholarly work. The meeting eventually led to the Open Archives Initiative and its Protocol for Metadata Harvesting (OAI-PMH), which remains widely used in …

An Analytical Review Of Preprocessing Techniques In Bengali Natural Language Processing, Sovon Chakraborty, Protiva Das, Shakib Mahmud Dipto, Md Aktaruzzaman Pramanik, Jannatun Noor

Computer Science Faculty Publications

Research in Bengali Natural Language Processing (BNLP) is rapidly expanding. Despite being one of the most widely spoken languages in the world, BNLP research remains insufficient, particularly in Bengali speech recognition. The languages rich morphology, agglutinative structure, and diverse dialects make text and speech processing especially challenging. However, these challenges can be addressed with effective preprocessing techniques. Various organizations in Bangladesh and West Bengal are integrating Natural Language Processing (NLP) into their services, but without a thorough understanding of preprocessing, these implementations remain incomplete. Applying proper preprocessing techniques to the Bengali language will serve as a foundation for developing robust …

Coming Back Differently: An Exploratory Case Study Of Near Death Experiences Of Webpages, Lesley Frew, Michael L. Nelson, Michele Weigle

Computer Science Faculty Publications

In this case study, we use web archives to analyze 8,824 webpages that were taken offline and subsequently put back online, thus experiencing a “near death experience.” We enumerate the stages of a webpage’s near death experience, including the change from a successful HTTP status code to non-successful and back, the intermediate stage with markers such as an under construction banner, and an analysis of how the pages came back differently.

Can Llms Beat Humans On Discerning Human-Written And Llm-Generated Science News, Dominik Soós, Meng Jiang, Jian Wu

Computer Science Faculty Publications

Science news is increasingly important in connecting scientists and the public by sharing discoveries and innovations. With the rise of large language models (LLMs), there is potential to automate science news creation, but concerns exist about the quality of LLM-generated news versus human-written news. This paper explores whether LLMs can outperform humans in distinguishing between human-written and LLM-generated news. Inspired by the Chain-of-Thought prompting method, we designed a simple yet effective variant called Guided Few-shot (GFS), which encodes the characteristics of news of two types with examples. Our experiments indicated that GFS with just a single example effectively boosted the …

From Philosophy To Nlu: Evolving Definitions With Research Hypotheses, Jian Wu, Sarah Rajtmajer

Computer Science Faculty Publications

Over the past decades, alongside advancements in natural language processing, significant attention has been paid to training models to automatically extract, understand, test, and generate hypotheses in open and scientific domains. However, interpretations of the term hypothesis for various natural language understanding (NLU) tasks have migrated from traditional definitions in the natural, social, and formal sciences. Even within NLU, we observe differences defining hypotheses across literature. In this paper, we overview and delineate various definitions of hypothesis. Especially, we discern the nuances of definitions across recently published NLU tasks. We highlight the importance of well-structured and well-defined hypotheses, particularly as …

A Bibliographic And Topic Modeling Analysis Of The P-Adic Theory Literature Using Latent Dirichlet Allocation, Humberto Llinás, Ismael Gutiérrez, Anselmo Torresblanca, Javier De La Hoz, Brian Llinás

Computer Science Faculty Publications

P-adic analysis, introduced by Kurt Hensel in the early 20th century, has developed into a fundamental area of mathematical research with broad applications in number theory, algebraic geometry, and mathematical physics. This study aims to examine the thematic evolution and scholarly impact of p-adic research through a comprehensive topic modeling and bibliometric analysis. Using classical bibliometric techniques (e.g., performance analysis, co-authorship, and co-citation networks) combined with Latent Dirichlet Allocation (LDA), we analyzed 7388 peer-reviewed documents published between 1965 and 2024. The computational workflow was conducted using R (version 4.4.1) and VOSviewer (version 1.6.20), which enabled the identification of 20 distinct …

From Philosophy To Nlu: Evolving Definitions Of Research Hypotheses, Jian Wu, Sarah Rajtmajer

Computer Science Faculty Publications

Over the past decades, alongside advancements in natural language processing, significant attention has been paid to training models to automatically extract, understand, test, and generate hypotheses in open and scientific domains. However, interpretations of the term hypothesis for various natural language understanding (NLU) tasks have migrated from traditional definitions in the natural, social, and formal sciences. Even within NLU, we observe differences defining hypotheses across literature. In this paper, we overview and delineate various definitions of hypothesis. Especially, we discern the nuances of definitions across recently published NLU tasks. We highlight the importance of well-structured and well-defined hypotheses, particularly as …

Characterizing Language Use In Online Accessibility Discussion Forums, Nithiya Venkatraman, Anand Ravi Aiyer, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Discussion forums are one of the favored platforms for knowledge sharing. Given their popularity, copious research exists on understanding the linguistic and behavioral characteristics of forum conversations, so as to inform the design of many downstream applications including discourse visualization, sentiment analysis, and question answering. However, prior investigations have mainly focused on general forums designed primarily for sighted users, and as such the applicability of their findings to dedicated accessibility discussion forums frequented by blind screen reader users remains unanswered. To bridge this knowledge gap and facilitate the development of better-informed assistive technologies for blind people, we investigated language use …

Desain Dan Konstitusionalitas Penerapan Pilkada Asimetris Di Indonesia, Lalu Aria Nata Kusuma

Jurnal Hukum & Pembangunan

The idea of implementing asymmetric regional elections (Pilkada) in Indonesia is not a new concept. However, to date, there has been no effort to provide a design for the implementation of Pilkada in an asymmetric manner, considering the specific needs of each region and its alignment with the 1945 Constitution. This article aims to implement Pilkada in an asymmetric manner by first mapping the asymmetry models of each region based on their specific needs. This research uses a doctrinal and socio-legal approach. The results of this research indicate a need to implement Pilkada asymmetrically in Indonesia. This urgency arises due …

Digital Constitutionalism: Resistensi Kebebasan Berpendapat Di Indonesia Dalam Hegemoni Algoritma Ruang Digital, Yuniar Prehatini, Linda Noviana Mita Devi

Jurnal Hukum & Pembangunan

Era digital membawa transformasi dalam segala aspek kehidupan. Perkembangan teknologi menghadirkan perkembangan zaman pada sisi positif dan negatif dimana penggunaan ruang digital yang dapat diakses tanpa batasan wilayah. Kebebasan diartikan melalui teknologi dengan adanya akses ruang digital memberikan kemudahan akses kepada siapa pun. Melalui algoritma digital, segala hal baik dari aspek budaya, politik, maupun ekonomi dapat diketahui sehingga hal ini juga dapat menimbulkan keresahan apabila tidak diatur batasan akan keberadaannya. Penelitian ini menggunakan penelitian normatif yang fokus pada analisis terhadap norma, asas, doktrin, dan teori hukum yang berkaitan dengan perlindungan hak asasi manusia di ruang digital. Hasil penulisan ini menunjukkan …