Digital Commons Network^™

2026 Sc Teacher Exit Survey, Svetlana Dmitrieva, Brian Cartiff, Angela Starrett

Reports

Each year, SC TEACHER administers the SC Teacher Exit Survey to public PK–12 classroom teachers who are leaving teaching positions in their districts. The survey provides insight into departing teachers’ next steps, the factors that contributed to their decisions to leave, and the conditions that might encourage some educators to remain in or return to South Carolina public education.

This report summarizes results from the 2026 SC Teacher Exit Survey, focusing on teachers who left their positions at the end of the 2025–26 academic year. Findings are organized by exit type to distinguish different forms of teacher mobility, including teachers …

One Size Does Not Fit All: Revisitingworld Models And Neurosymbolic Ai, Amit P. Sheth, Madhur Thareja, Anushka Pawar, Niyati Rawal

Publications

World models are being built twice, from opposite ends, without a shared theory of how the two halves should meet. One lineage grounds the world model in perception: a self-supervised, latent-predictive encoder – exemplified by Joint Embedding Predictive Architectures (JEPA) – that learns the structure of sensory experi-ence. A second, older lineage grounds the world model in cognition: an explicit, inspectable structure of entities, rules, and constraints, ranging from knowledge graphs to formal logic to physical law. Neither lineage alone has produced a world model that is simultane-ously adaptive and auditable. We argue this is not solved by picking a …

“It’S Its Own Toxic”: Occupational Opportunities And Barriers For Lgbq+ Collegiate Athletic Administrators, Colleen S. O'Connell, Michelle E. Moosbrugger, Jill Kochanek, Elizabeth M. Mullin

Journal of Issues in Intercollegiate Athletics

Athletic administrators hold positions of influence within intercollegiate sport, yet their experiences, especially in relation to sexual identity, remain underexamined. The purpose of this study was to explore the occupational experiences and environments of LGBQ+ intercollegiate athletic administrators using a narrative inquiry qualitative design. Sixteen administrators, who occupied various positions across all NCAA levels, were interviewed. Guided by Sexual Stigma and Prejudice Theory and Poststructuralism Theory, collected data were analyzed at the semantic and latent levels using reflexive thematic analysis. Two distinct themes were generated: LGBQ+ administrators described both positive and negative aspects of their workplaces. Inclusive environments were committed …

Educating Ncaa Student-Athletes To Mitigate Social Media Risks: Results From An Intervention Pilot Program, Ksenia Power, Nataliya Bredikhina, Bomin Paek

Journal of Issues in Intercollegiate Athletics

With the introduction of the NCAA’s Name, Image, and Likeness (NIL) policy in July 2021, student-athletes have become increasingly reliant on social media for personal branding and monetization. However, prior research suggests that excessive social media use can negatively impact student-athletes’ well-being, highlighting the need for targeted digital literacy education. Addressing these concerns, this study designed and evaluated an online intervention, “Student-Athlete Training for Online Resilience Management” (STORM), aimed at improving student-athletes’ perceived knowledge and confidence in navigating social media-related risks. Using two waves of survey data (N = 117), the study assessed changes in perceived knowledge of social …

Big Fish Or Little Pond? National Evidence On The Relationship Between Transferring And Athletic Performance Within Division I Men's College Basketball, Kendall Cole, Francis A. Pearman Ii, Saurabh Khanna

Journal of Issues in Intercollegiate Athletics

Beginning with the introduction of the transfer portal in 2018, the National Collegiate Athletic Association (NCAA) has made several policy changes that have made transferring both easier and more desirable among student athletes, particularly in Division I (DI) revenue-generating sports. Yet, little is known about the relationship between transferring and student athletes’ athletic performance. Using individual- and team-level data on all DI men’s college basketball student athletes from the 2018-19 season through the 2023-24 season, we examine the relationship between transferring and athletic performance, specifically one’s points per game, minutes per game, and number of games started per season. Results …

Understanding Parents Perceptions Concerning Division I Student-Athlete Mental Health, Jonathan M. Casper, Jason Bocarro, Marie Amidon

Journal of Issues in Intercollegiate Athletics

Collegiate student-athletes (SAs) frequently underreport mental health concerns and are less likely to seek professional support compared to their non-athlete peers. Given the substantial emotional and academic support parents provide, this study examined NCAA Division I parents’ perceptions of their student-athletes’ mental health and overall well-being, as well as their awareness and perceptions of available mental health services. An online survey (N = 178) was administered across two Division I universities. Parents reported considerable concern regarding mental exhaustion, anxiety, academic pressures, and future planning. They also identified sport-specific stressors, including relationships with coaches, playing time, team dynamics, and injuries. Although …

Environmental, Social, And Governance (Esg) Research: A Systematic Review Of Recent Trends (2020–2024), Jiyeon Kim Ph.D., Wooyoung Yang

Faculty Publications

The 2020–2024 period marks a pivotal era in sustainable development, characterized by significant regulatory developments, including the EU Corporate Sustainability Reporting Directive (CSRD), the International Sustainability Standards Board standards, and the introduction of mandatory ESG reporting requirements worldwide. This review examines how recent policy changes have reshaped the linkages between ESG and sustainability. Following the PRISMA 2020 guidelines, we conducted a systematic review examining empirical studies of ESG–sustainability performance relationships published between 2020 and 2024. Studies examined the quantitative relationships between ESG sustainability performance and publicly traded corporations. Quality assessment employed the adapted Newcastle–Ottawa Scale with sustainability-specific criteria. From 2847 …

Experience Therapy: How Service Experiences Regulate Everyday Negative Affect, Chang Ma Ph.D., Jae Eun Park, Alei Fan, Laurie Wu

Faculty Publications

In today's fast-paced and high-pressure society, maintaining emotional well-being requires effective strategies for managing everyday negative affect. This research examines the role of service experiences in reducing negative affect and introduces experience therapy as a novel strategy for affect regulation. Through a series of studies, we assess the effectiveness of experience therapy and investigate how different service experiences—varying in levels of personal effort involvement and social involvement—contribute to negative affect regulation. The findings demonstrate that experiences requiring high personal effort and social involvement are particularly effective in alleviating negative affect, especially among emotionally stressed individuals. These effects are mediated, respectively, …

The Phoenix Flora: Plant Survival, Succession, And Putative Adaptation In The Post-Atomic Landscapes Of Hiroshima And Nagasaki, Gian Marco Ludovici, Paola Amelia Tassi, Alba Iannotti, Colomba Russo, Fausto D'Agostino, Matilde Neble Segade, Timothy Mousseau, Andrea Malizia

Faculty Publications

The atomic bombings of Hiroshima and Nagasaki in 1945 created a unique environment of acute, high-dose ionizing radiation, contrasting sharply with the chronic low-dose rate exposure in the Chernobyl and Fukushima Exclusion Zones. This stands in stark contrast to the chronic, low-dose rate contamination that defines the Chernobyl and Fukushima Exclusion Zones. While the long-term ecological effects of the latter are well-documented, a systematic synthesis of the floral response to the atomic bombings is lacking. This review integrates historical data with modern radio-ecological principles to analyze plant survival and succession. We document the remarkable recovery of vegetation, from the resprouting …

The Phoenix Flora: Plant Survival, Succession, And Putative Adaptation In The Post-Atomic Landscapes Of Hiroshima And Nagasaki, Gian Marco Ludo, Paola Amelia Tassi, Alba Iannotti, Colomba Russo, Fausto D'Agostino, Matilde Neble Segade, Timothy Mousseau, Andrea Malizia

Faculty Publications

The atomic bombings of Hiroshima and Nagasaki in 1945 created a unique environment of acute, high-dose ionizing radiation, contrasting sharply with the chronic low-dose rate exposure in the Chernobyl and Fukushima Exclusion Zones. This stands in stark contrast to the chronic, low-dose rate contamination that defines the Chernobyl and Fukushima Exclusion Zones. While the long-term ecological effects of the latter are well-documented, a systematic synthesis of the floral response to the atomic bombings is lacking. This review integrates historical data with modern radio-ecological principles to analyze plant survival and succession. We document the remarkable recovery of vegetation, from the resprouting …

Saag: Structured Agent Assessment And Grounding, Ritvik Garimella, Vedant Khandelwal, Anvi Kohli, Amit Sheth

Publications

Exact-match evaluation of agent-calling obscures qualitatively different failure modes: a model may select the right function yet hallucinate argument values, or satisfy a schema while choosing a agent for the wrong reason. Existing benchmarks collapse these distinctions into a single binary score, leaving practitioners unable to diagnose where agent calls fail. We propose SAAG a cascaded diagnostic framework that decomposes agent-calling evaluation into three sequential stages: registry conformance, structural completeness, and argument grounding, each producing interpretable stage-specific diagnostics. These diagnostics additionally enable iterative self-repair: on prediction failure, the stage-specific signal guides targeted correction without leaking ground-truth values. We evaluate this …

A Qualitative Analysis Of Reddit Posts Made By Formerly Incarcerated Women, Madison R. Diaz

Graduate Student Thesis

Women with felony convictions who serve prison sentences encounter significant barriers during reentry, making it difficult to achieve stability. These barriers are shaped by stigma, background check policies, and limited access to supportive resources, often leading to feelings of hopelessness and isolation. The current study analyzes Reddit posts made by self-identified women in the r/Felons subreddit to understand how they describe these barriers and how they use online spaces for support. A qualitative content analysis was used to identify common themes related to employment, education, housing, and stigma. Many posts reflect frustration, discouragement, and anger toward the criminal justice system …

International Human Rights Protection Before The International Criminal Court, Mary Abigail Chapin, Dr. Meredieth Deboom

Caravel Undergraduate Research Journal

The International Criminal Court (ICC) formally came into force on July 1, 2002, becoming the only treaty-based permanent court to prosecute perpetrators of the most severe crimes. The court was founded primarily to prosecute perpetrators of genocide, crimes against humanity (CAH), and war crimes (with the addition of crimes of aggression in the summer of 2018) no matter the public stature of the individual accused. This was a major step by the international community in the global fight against impunity. In no case was this more clearly shown than in the court’s issuing of arrest warrants for the then sitting …

Predator Or Prey: The Analysis Of Gender And Race On The Perception Of Black Men As Sexual Assault Victims, Jordyn Livingston, Dr. Florencia Cornet

Caravel Undergraduate Research Journal

Men sexual assault victims have gained more attention in recent years. Despite the growing sociological literature on violence against men, previous research provides little acknowledgment of Black men sexual assault victims. In this manuscript, I analyze emerging literature in the socio-medical sciences to explore how gender and race affects the perceptions of Black men as sexual assault victims. Specifically, I utilize intersectionality as a theoretical framework to synthesize literature on blackness and masculinity in sexual assault victims to conclude that there is an intersectional point that disadvantages Black males, portraying them as sexual predators. In so doing, I provide research …

The Victimization Of Heterosexual Males: A Literature Review On Domestic Violence, Chris Friendly, Christine Palmer Mph, Edd, Ches

Caravel Undergraduate Research Journal

Domestic violence, defined as both emotional and physical abuse in intimate relationships, is a pressing issue in today’s society. Because of its serious nature, domestic violence has become a topic of great interest and concern for many public health researchers. However, an overwhelming degree of the studies conducted by these investigators only examine the effects of domestic violence on the female population. In this literature review, 27 sources, both peer-reviewed articles and literature reviews, were previewed. Of the 27 sources, only four were specific to male victimization. This literature review highlights the research disparity between female and male domestic violence …

The Jewish Athena: The Political Genesis Of The State Of Israel, Julius Sykes, Roger Deal

Caravel Undergraduate Research Journal

No abstract provided.

Commercializing The Body: Trade. Contract, And Agency In The Merchant Of Venice, John Gullege, Jennifer Tyburczy

Caravel Undergraduate Research Journal

In this article, I take Shakespeare’s play The Merchant of Venice as my backdrop to explore and illuminate how the commercialization of flesh and body in the play can only fully be understood through its contextualization in sociological concepts of gift-exchange, early modern contract law, and the rise of the merchant class during this period. At this time, English economy, contract law, and cultural notions of agency/autonomy were all shifting and expanding both theoretically and pragmatically, and much has been said about the historical consequences these changes caused – how mercantile culture permeated English society, how the reexamination of contractual …

Roman Holiday: December 25, 800, And The Philosophical Origins Of Charlemagne’S Purple Reign, Julius Sykes, Alexia Helsley

Caravel Undergraduate Research Journal

No abstract provided.

Learning Standards Developments, James Strickland, Christofer Johnson

Caravel Undergraduate Research Journal

Over the past two years, both the United States and United Kingdom have pursued radically different policy measures for eliminating educational performance disparities between traditionally high- and low-achieving student groups. In the US, such measures have consisted of recent changes to No Child Left Behind and the implementation of national learning standards. In the UK, measures have involved the establishment of new state-funded, non-profit “free schools” that are exempt from traditional state regulations. This paper examines and compares reforms in both countries. Whereas in both the US and UK educational jurisdiction appears to be increasingly concentrated within the national governments, …

Association Between Cholinesterase Inhibitor-Overactive Bladder Antimuscarinic Prescribing Cascade And Risk Of Delirium And Falls Among Individuals Living With Dementia, Sarah Beth Tucker, Bryan L. Love Pharm D., Chijoke M. Okeke, Erin D. Zwick, Chengwen Teng Pharm.D., Ph.D., Jingkai Wei, Ibraheem M. Karaye, Saud Alsahali, Krithika Rajagopalan, Ismaeel Yunusa Ph.D.

Faculty Publications

Background

Prescribing cascades occur when cholinesterase inhibitor (ChEI)-induced urinary incontinence is misinterpreted as a new condition, leading to overactive bladder (OAB) antimuscarinic initiation. We evaluated whether the ChEI-OAB antimuscarinic prescribing cascade was associated with delirium or falls compared with mirabegron in older adults living with dementia.

Methods

We conducted a retrospective cohort study using the Anlitiks All-Payor Claims database (2015–2020). Participants were adults aged ≥ 65 years with dementia newly prescribed a ChEI with no prior ChEI or OAB therapy (180 days). A 60-day window identified OAB treatment initiation after ChEI therapy. Exposures were OAB antimuscarinics or mirabegron. Outcomes were …

Wrky Transcription Factors: Integral Regulators Of Defence Responses To Biotic Stress In Crops, Dongjiao Wang, Ruize Zhang, Wenhui Zou, Yuanyuan Zhang, Wanying Zhao, Tingting Sun, Qibin Wu, Zheng Qing Fu, Youxiong Que

Faculty Publications

Crops are continually challenged by biotic stresses, including fungal, bacterial and viral pathogens and insect pests, which cause substantial yield and quality losses worldwide. WRKY transcription factors constitute a plant-specific and functionally diverse family that is central to immune regulation. Recent advances in genomic resources and multi-omics approaches have accelerated the identification and functional characterisation of WRKYs in crops. This review summarises the structural features and classification of WRKY genes and their genome-wide distribution across crop species. It also synthesises WRKY-centred regulatory modules that mediate resistance to major classes of biotic stress. In antifungal defence, WRKYs reinforce pattern- and effector-triggered …

Should There Be International Standards For Qualitative Social Work Research? A Commentary On Utility, Contradictions, And Reframing To Principles, Margaret Janse Van Rensburg

Faculty and Staff Publications

This commentary critically examines the promise and contradictions inherent in developing international standards for qualitative social work research. It contributes by proposing that ethics guided by epistemic freedom and epistemic justice can act as a foundation for flexible principles enhancing qualitative social work research on an international level.

April 15, 2026 Faculty Senate Minutes, University Of South Carolina

Faculty Senate

No abstract provided.

Historians At War: A Comparative Analysis Between Thucydides And Xenophon's Accounts Of The Peloponnesian War, Juleeanna S. Fuller

Caroliniana Undergraduate Research Journal

This essay analyzes Thucydides and Xenophon's accounts of the Peloponnesian War, reflecting on the intersection of historical narratives, personal bias, and political perspectives. Thucydides’ History of the Peloponnesian War presents Athens’ decline through the lens of moral and political collapse, emphasizing human nature, rationalism, and realism. Despite his reputation for objectivity, his reconstruction of speeches and selective focus revealed an underlying critique of Athenian democracy, shaped by his own life experiences. However, Xenophon's Hellenica continues the narrative with a pronounced Spartan bias, depicting Spartan hegemony and the Thirty Tyrants in a largely favorable or justified light, while minimizing their brutality …

New Species Of Kronosvirus Bacteriophages That Infect Caulobacter Strain Cbr1, Tannaz Mohammadi, Austin Millwood, Maherah Shaik, Bert Ely

Faculty Publications

Caulobacter segnis strain CBR1 enhances the germination rate and total biomass of Arabidopsis plants. Since bacteriophages are usually present in the rhizosphere, we isolated three additional bacteriophages, designated TMCBR2, TMCBR3, and W2, that can replicate using CBR1 as the host strain. The genome sizes and morphologies of the new phages were similar to those of the previously isolated Kronos phage, and when we compared the nucleotide sequence of these new phage genomes, we found only minor differences among the four phage genomes. Pairwise sequence comparisons indicated that the phage genomes should be grouped into three separate species within Kronosvirus genus. …

Heterogeneity Of Treatment Effects In Transcranial Direct Current Stimulation For Knee Osteoarthritis Pain And Symptoms, Chiyoung Lee, Xiaoxiao Sun, Juyoung Park, Chen X. Chen, Christine Pellegrini Ph.D., Nan-Kuei Chen, David O. Garcia, Heewon Kim, C. Kent Kwoh, Hyochol Ahn

Faculty Publications

Introduction: Although heterogeneity of treatment effects (HTEs) is commonly observed in clinical trials, it has received little attention in studies on transcranial direct current stimulation (tDCS).

Objectives: This study identified the presence of HTE in tDCS treatment among participants with symptomatic knee osteoarthritis (KOA) and explored participant characteristics associated with this heterogeneity.

Methods: This secondary analysis of a randomized clinical trial included 120 participants with symptomatic KOA who received 15 daily sessions of home-based 2-mA active or sham tDCS over 3 weeks. We used a multitrajectory analysis to identify distinct subgroups based on the longitudinal trajectories of KOA pain and …

Heterogeneity Of Treatment Effects In Transcranial Direct Current Stimulation For Knee Osteoarthritis Pain And Symptoms, Chiyoung Lee, Xiaoxiao Sun, Juyoung Park, Chen X. Chen, Christine Pellegrini, Nan-Kuei Chen, David O. Garcia, Haewon Kim, C. Kent Kwoh, Hyochoi Ahn

Faculty Publications

Introduction: Although heterogeneity of treatment effects (HTEs) is commonly observed in clinical trials, it has received little attention in studies on transcranial direct current stimulation (tDCS).

Objectives: This study identified the presence of HTE in tDCS treatment among participants with symptomatic knee osteoarthritis (KOA) and explored participant characteristics associated with this heterogeneity.

Methods: This secondary analysis of a randomized clinical trial included 120 participants with symptomatic KOA who received 15 daily sessions of home-based 2-mA active or sham tDCS over 3 weeks. We used a multitrajectory analysis to identify distinct subgroups based on the longitudinal trajectories of KOA pain and …

The Age Of Hr Delivering Stakeholder Value Through Strategic Organizational Capability: Talent, Leadership, And Culture, Anthony Nyberg, Rebecca R. Kehoe, Dave Ulrich, Patrick M. Wright

Research Briefs

A landmark collection of 62 chapters from the world’s foremost thinkers in HR strategy, talent management, and organizational leadership—written at the inflection point where AI, geopolitical uncertainty, and evolving stakeholder expectations are reshaping the future of work and the humans at its center.

Roadmap On Artificial Intelligence-Augmented Additive Manufacturing, Ali Zolfagharian, Liuchao Jin, Qi Ge, Wei-Hsin Liao, Andrés Díaz Lantada, Francisco Franco Martínez, Tianyu Zhang, Tao Liu, Charlie C.L. Wang, Mohammad Hossein Mosallanejad, Reza Ghanavati, Abdollah Saboori, Alejandro De Blas De Miguel, William Solórzano-Requejo, Yi Cai, Xiangyang Dong, Huangyi Qu, Najmeh Samadiani, Guangyan Huang, Austin Downey, Yanzhou Fu, Lang Yuan

Faculty Publications

Artificial intelligence-augmented additive manufacturing (AI2AM) represents a transformative frontier in digital fabrication, where artificial intelligence (AI) is embedded not as a peripheral tool, but as a central framework driving intelligent, adaptive, and autonomous additive manufacturing (AM) systems. The objective of this Roadmap is to present a comprehensive vision of the state-of-the-art developments in AI2AM while charting the future trajectory of this rapidly emerging field. As AM applications continue to expand across diverse sectors, conventional design and control strategies face growing limitations in scalability, quality assurance, and material complexity. AI uses tools like computer vision, generative design, and large language models …

Unnoticed Witnesses Of History: First-Hand Accounts Of Ukrainian Women In South Carolina During Russia's Invasion Of Ukraine, Madeline R. Fyock

Senior Theses

Language and other cultural symbols have become widely contested in post-Soviet Ukraine, especially after Russian President Vladimir Putin’s full-scale invasion in February 2022. The conflict prompted many in Ukraine and its diaspora to re-negotiate and affirm Ukrainian national identity through language, traditions, and culture. The ways in which national identity is signaled in Ukraine has been widely studied in the wake of 2022, but less research has investigated how similar trends are occurring in migratory contexts, where conflict and displacement play crucial roles in identity construction. This study examines the ways that Ukrainian immigrant women in South Carolina signal their …