Digital Commons Network^™

Handling Item-Level Missing Data In Linear Regression: A Tutorial, Guyin Zhang, Lihan Chen, Dexin Shen

Faculty Publications

With advances in methodology and statistical software, modern methods for handling missing data have become more accessible and straightforward to apply. In psychological studies, researchers often use questionnaires or scales composed of multiple items to measure constructs of interest. As a result, missing values frequently occur at the item level, whereas data analyses are typically conducted at the scale (composite) level. However, properly addressing item-level missing data remains a common challenge for many applied psychologists, including researchers who are otherwise well experienced in handling missing data at the scale level. In this tutorial, we introduce six approaches for handling item-level …

Building Buy-In For Student Support Teams: Lessons From Givhans To Carolina Springs, Patrice Green

South Carolina Association for Middle Level Education Journal

This article examines strategies for cultivating staff buy-in and sustaining effective Student Support Teams (SSTs) within a Multi-Tiered System of Supports (MTSS) framework at the middle school level. Drawing from the author’s personal experiences of overcoming adversity and his leadership journey from rural Givhans, South Carolina, to serving as principal of Carolina Springs Middle School, the narrative highlights the critical role of intentional, data- driven interventions in promoting equitable student outcomes. The discussion emphasizes the necessity of proactive identification, individualized support, and collaborative problem-solving among educators. Common implementation challenges—such as staff resistance, initiative fatigue, and inconsistent follow-through—are addressed through actionable …

South Carolina Middle School Student Performance In Ela And Mathematics: The Imperative Of Assessment For Learning, Olivia S. Ochoo

South Carolina Association for Middle Level Education Journal

Despite broad access to middle school in South Carolina, recent SCReady assessment data indicate persistent literacy and numeracy achievement gaps, with so many students performing below grade level in English Language Arts (ELA) and mathematics. This article evaluated five years of state- and district-level data, highlighting steady but small gains, and explored how current assessment practices failed to fully inform instruction to accelerate learning. This paper used a mixed-methods research design, particularly a convergent parallel mixed-methods design, in which both qualitative and quantitative approaches were used to collect and analyze data. To be specific, document analysis and both open- and …

Middle School Magic: Building Belonging And Brain-Aligned Classrooms, Christopher S. Culver, Katie Kinder

South Carolina Association for Middle Level Education Journal

Middle school represents a critical developmental period when belonging, identity, and emotional regulation converge to shape academic and social outcomes. This article explores how belonging and brain-aligned kindness transform classroom culture through connection, collaboration, compassion, and the Science of Kindness. Drawing from recent neuroscience, educational psychology, and classroom practice, the authors demonstrate how these principles activate neural pathways of safety, motivation, and empathy that enhance learning and well- being. Integrating research with actionable classroom strategies, this article illustrates how small, consistent acts of care, such as greeting students by name, fostering collaborative learning, building relationships in trust, and practicing restorative …

Mental Health And Neurodiversity In Middle Grades Literature: Sharing Stories Of Anxiety, Identity, And Resilience For Today’S Adolescents, Brooke B. Eisenbach

South Carolina Association for Middle Level Education Journal

Literature offers a powerful entry point for classroom conversation and engagement around mental health and neurodiversity. Stories invite students to challenge stereotypes and deepen their understanding through exploration of character, conflict, and voice, rather than through lecture or the expectation of personal self-disclosure. This article examines five contemporary novels exploring topics of mental health and neurological diversity that teachers can utilize to integrate mental health and social-emotional learning in the classroom. Through authentic voices and relatable narratives, these stories provide educators, parents, and teens with meaningful insights into the realities of navigating challenges while emphasizing resilience, self-worth, and the power …

Understanding Distracted Minds: A Review Of Stolen Focus, Tammy J. Burnham Dr.

South Carolina Association for Middle Level Education Journal

This review examines Hari's Stolen Focus: Why You Can't Pay Attention—and How to Think Deeply Again, an exploration of society's lack of sustained attention in an increasingly digital world. Hari's investigation of technology's impact on cognitive abilities provides meaningful insights for those in the educational field, where educators must guide young people through social media environments. Hari argues that systemic forces are disabling attention spans, and he evaluates practical solutions for educators and parents. Stolen Focus is an important resource for educators committed to supporting students' cognitive development and mental well-being.

Front Matter

South Carolina Association for Middle Level Education Journal

No abstract provided.

Scamle Journal 2026 Full Volume

South Carolina Association for Middle Level Education Journal

No abstract provided.

Does Genetic Testing Influence Outcomes: Early Experience In Melanoma Case Series, Ryan Reyes, George Skenteris, Stella Coker Watson Self Ph.D., Ms, Christine Marie-Gilligan Schammel, Steven D. Trocha

Faculty Publications

Background:

The treatment and prognosis of melanoma have historically been based on histologic stage and Breslow depth; however, due to the increase in surveillance, melanomas are being identified at an earlier stage and lower Breslow depth. Advances in genetic testing, such as Decision Dx®, mean that melanoma diagnostic decisions and prognosis can now be directed by genetics. The purpose of this project was to assess the influence of a Decision Dx® high-grade (Class 2A/B) classification on the treatment of melanoma patients at a regional medical center, particularly those not deemed high risk by conventional classification methods, including Breslow depth and …

Using The Misinformation Exposure-Trust Framework For Audience Segmentation: Predicting Covid-19 Vaccine Hesitancy Among U.S., Jing Zeng, Jinxu Li, Nan Yu, Xi Cui, Anli Xiao Ph.D.

Faculty Publications

This study examines whether individuals’ exposure to and trust in COVID-19 vaccine misinformation can be used to segment audiences and explain variations in vaccine hesitancy and health beliefs. Using k-means clustering, a survey of 819 U.S. college students (March–May 2021) identifies four subgroups based on combinations of high or low misinformation exposure and trust: misinformation-shielded (low exposure, low trust), misinformation-vulnerable (low exposure, high trust), misinformation-resistant (high exposure, low trust), and misinformation-accepting (high exposure, high trust). These subgroups differ significantly in political ideology, vaccine hesitancy, and health beliefs. The misinformation-shielded subgroup reports more liberal views, lower hesitancy, and higher perceived efficacy, …

The Effect Of St. John’S Wort Solution On Climbing Activity Reflecting Depressive-Like Behavior In Drosophila Melanogaster To Model Seasonal Depression In Low Sunlight Exposure, Madison Simon

Journal of the South Carolina Academy of Science

Although depression is a known substantial threat to public health, seasonal affective disorder (SAD) is under-researched. SAD refers to recurrent seasonal patterns of depression. This depressive disorder has few accepted treatments. The purpose of this study was to test whether St. John’s Wort (SJW), a natural supplement with researched antidepressant properties, could be a cheaper alternative with fewer limitations for treating SAD. SJW’s efficacy as a seasonal depression inhibitor was tested through a Drosophila depression-like model using climbing activity to reflect depressive behavior. It was hypothesized that as the concentration of SJW solution increases, the climbing activity of stressed Drosophila …

Assessing Working Musicians’ Perspectives Of Need And Barriers Regarding Lay Harm Reduction Efforts For Substance-Related Harm In South Carolina, Sarah Grace Frary

Faculty Publications

Background

Harm Reduction (HR) approaches applied to substance use aim to decrease the toxic consequences of overdose. The addition of xylazine and benzodiazepines to fentanyl, the primary opioid in the US drug supply, increases the likelihood of overdose. Likewise, adding fentanyl to other popular substances, such as cocaine and methamphetamine, has further driven the exponential increase in opioid and stimulant overdoses. Engaging lay community members in HR efforts may help to combat the overdose crisis. Substance use is common in live music settings, and working musicians may be uniquely positioned within “the scene” – individuals who populate specific cultural niches …

The Daily Gamecock: February 2026, University Of South Carolina, Office Of Student Media

2026

No abstract provided.

Ichps Special Issue Introduction, Donna Coffman, Recai M. Yucel

Faculty Publications

No abstract provided.

Us Federal Budgets And Federal Employee Job Satisfaction, Nathan Favero, Carla Flink, Tingli Qu

Faculty Publications

Researchers have long studied how organizational budgets relate to performance, but how do employees themselves experience the effects of budgetary decisions? Given widespread attention to political dysfunction in US federal budgeting, conventional wisdom holds that employees are negatively affected by budgetary uncertainty (volatility, delays, and stop-gap measures). We test how budget size and uncertainty are associated with US federal employee attitudes using survey and archival data from 2005 to 2020. Results provide some evidence that employee job satisfaction improves with enhanced funds, but there is little to no support for the notion that budgetary uncertainty influences federal employees' job satisfaction.

Equal Chances Or Fewer Victims? Moral Judgments In Autonomous Vehicle Dilemmas, Alexander Matros, Eren Bilen, Leonid Matros

Faculty Publications

We examine the moral dilemma of how autonomous vehicles (AVs) should be programmed to act in unavoidable crash scenarios involving trade-offs between saving one life and saving many. We report results from three experimental studies that investigate individuals’ preferences over alternative AV decision rules in stylized crash scenarios. Across designs, we find robust support for a probabilistic decision rule that assigns passengers and pedestrians equal ex ante chances of survival (a 50:50 rule). This preference persists across different framings and remains salient even when additional probabilistic options are introduced.

February 4, 2026 Faculty Senate Minutes, University Of South Carolina

Faculty Senate

No abstract provided.

Cost-Effectiveness Of Pregabalin, Duloxetine, And Milnacipran Vs Amitriptyline For Moderate To Severe Fibromyalgia, Sarah S. Downen, Hussein M. Farag, Abby Davis, Chijioke M. Okeke, Kenechukwu C. Ben-Umeh, Ismaeel Yunusa Ph.D., Tewodros Eguale

Faculty Publications

Importance

Fibromyalgia (FM) is a chronic pain condition associated with substantial quality-of-life impairments and economic burden. Although multiple pharmacologic options are recommended in clinical guidelines, the relative cost-effectiveness of off-label amitriptyline compared with FDA-approved treatments remains poorly defined due to a scarcity of direct economic comparisons and the use of heterogenous outcome measures in the extant literature.

Objective

To evaluate the cost-effectiveness of pregabalin, duloxetine, and milnacipran compared with amitriptyline in adults with moderate to severe FM.

Design, Setting, and Participants

Decision analytical model using a Markov cohort state transition model to estimate lifetime costs and quality-adjusted life-years (QALYs) for …

The Promise Of Mindfulness-Based Interventions: A Stress-Reduction Strategy For Testicular Cancer Survivors' Health-Related Quality Of Life, Michael J. Rovito, Colin F. Mahony, Kamalie Thomas, Keith Brazendale, Ciaran Fairman Ph.D., Cscs, Cet

Faculty Publications

Background: Testicular cancer (TC) disproportionately affects younger men and carries unique psychosocial and physiological consequences that extend well beyond treatment. Despite favorable survival rates, TC survivors frequently report diminished health-related quality of life (HRQoL). These burdens are often compounded by masculinity-related identity disruptions, fear of recurrence, sexual dysfunction, and a lack of tailored psychosocial support. Existing interventions remain limited, with most programs focused on physical rehabilitation or early detection. Few address the multidimensional stressors that shape the TC survivorship experience.

Aims: This narrative review examines the literature on HRQoL among TC survivors and evaluates the potential of mindfulness-based interventions (MBIs) …

Psychological Resilience In The Covid-19 Response: A Systematic Review For Future Public Health Preparedness, Atena Pasha, Abdul-Hanan Saani Inusah, Jannatun Nayem, Xiaoming Li, Shan Qiao

Faculty Publications

Objective: The COVID-19 pandemic has highlighted the importance of psychological resilience for well-being. While several reviews have addressed resilience in specific populations or contexts, few have synthesized global literature across diverse populations. This review examines psychological resilience across diverse populations, focusing on measurement, associated factors, and future public health preparedness strategies. Method: Guided by the PRISMA, a thorough search of PsycINFO, PubMed, ScienceDirect, and Web of Science was conducted in February 2024, including quantitative studies considering psychological resilience during the COVID-19 pandemic published in peer-reviewed English journals from 2020 to 2024, using search terms relevant to psychological resilience and COVID-19. …

“When And Where [We] Enter…”? Intersectional Ideologies And Experiences In African American Support For Lgbtq+ Communities, Monique L. Lyle, Todd Shaw

Faculty Publications

This article examines how intersectional ideologies and experiences of marginalization affect the extent to which African Americans support or oppose the marginalization of LGBTQ communities. We posit that awareness of the race-gender positionality of African American women, as well as the unique positionalities of other marginalized African American subgroups, is critical to understanding the conditions under which Black Americans embrace LGBTQ rights and communities. Using the Black respondent subsample of the 2016 Collaborative Multiracial Post-Election Study, we test the extent to which intersectional theories explain African American cross-group consciousness with LGBTQ persons and support for LGBTQ rights and communities. In …

Effects Of Leucine Supplementation On Athletic Performance, Central Fatigue, And Serum Metabolism In Endurance Athletes: A Randomized Controlled Trial And Targeted Metabolomics Study, Tieying Li, Wei Xu, Jun Chen, Zhaobo Kan, Xuemei Sui, Zhiguang Zhao, Qirong Wang

Faculty Publications

Objectives: We aimed to investigate the effects of 6 weeks of leucine supplementation on athletic performance, central fatigue, and serum metabolome in endurance athletes, and to provide valuable insights into nutritional strategies for endurance athletes. Methods: Twenty cross-country skiers were recruited and randomized into 2 groups: the placebo (PLA) group and the leucine (LEU) group. Subjects were given leucine (8.5 g) + sucrose (14 g) or only sucrose (14 g) supplements twice each day from Monday to Saturday for 6 weeks. Test parameters include body composition, aerobic capacity, isokinetic muscle strength, blood biochemistry, and targeted metabolomics. Results: After intervention, compared …

Stories From Former Foster Youth College Graduates: The Positive Impact Of K-12 Schooling And Related Educational Policy, Amanda Moon, Kristen D. Seay

Faculty and Staff Publications

Youth in foster care face disproportionate challenges when it comes to education and personal well-being. Many studies use a deficit lens when evaluating these challenges. In contrast, this study is asset-based, centering first-person accounts from five former foster youth college graduates. Using a counter-narrative framework, we conducted semi-structured interviews with participants to reveal key supports in K-12 schooling participants believed helped them achieve academic and life milestones. These were relationships with teachers and coaches, access to extracurricular activities, and literacy-rich environments. We also reviewed 11 relevant federal educational policies to identify provisions and implementation needs that aligned with participant experiences. …

Improving Lexicosemantic Impairments In Post-Stroke Aphasia Using Rtms Targeting The Right Anterior Temporal Lobe, Sophie Arheix-Parras, Sophia R. Moore, Rutvik H. Desai

Faculty Publications

Background/Objectives: Repetitive Transcranial Magnetic Stimulation (rTMS) can enhance post-stroke aphasia recovery. The right Inferior Frontal Gyrus is the most common target in rTMS studies for inhibitory stimulation. However, lexicosemantic processes involve a large brain network including the Anterior Temporal Lobe (ATL). We hypothesize that rTMS targeting the ATL will improve lexicosemantic impairments in people with post-stroke aphasia. Methods: In a Single-Case Experimental Design, three people with post-stroke aphasia with lexicosemantic impairments performed Picture and Auditory Naming and Semantic Decision tasks five times a week for one or two weeks to establish baseline scores. Then, each participant received continuous inhibitory Theta …

Supervised Resistance Training In An Individual With Glioblastoma Undergoing Chemoradiation: A Case Report, Bruce Nakfoor, Ciaran Fairman Ph.D., Cscs, Cet

Faculty Publications

Introduction:

Exercise has demonstrated safety and efficacy in mitigating treatment-related symptoms across cancer populations; however, evidence in neuro-oncology remains limited, particularly during active chemoradiation.

Methods:

We report the case of a 63-year-old individual with newly diagnosed glioblastoma, experiencing symptoms of fatigue, balance issues, headaches, and memory loss, who initiated a 12-week supervised resistance training program during concurrent chemoradiation. Assessments at baseline and post-intervention included physical function and quality-of-life outcomes.

Results:

Adherence was 56% (20/36 sessions), and no adverse events occurred. The patient showed improvements in 6-minute walk distance and short physical performance battery score that exceeded established minimal clinically important …

Gendered Paths To Cancer Knowledge And Screening Behavior Among Black Adults: Results From A Community-Partnered Study, Carolyn M. Tucker, Guillermo M. Wippold, Kirsten G. Klein, Logan Marcum, Ji-Hyun Lee, Gonghao Liu, Staja Q. Booker, Elliott Leighton, Danielle E. Jake-Schoffman, Adrian S. Taylor, Ron Rawls, Kenyarda T. Feathers, Kevin A. Thorpe, Gwendolyn Saffo, Deborah Johnson

Faculty Publications

Background

Efforts are needed to promote cancer knowledge and the uptake of cancer screening behaviors among Black Americans. Such efforts must be customized for the unique differences in facilitators/barriers among Black men and women. The present study leverages the potential of the UF Health Cancer Institute Community-Partnered Cancer Disparities Research Collaborative (CDRC) to identify the psychosocial and structural factors associated with cancer knowledge and screening behaviors among Black American men and women.

Method

411 Black Americans participated in this cross-sectional study; 75.9% identified as cisgender women and 24.1% as cisgender men.

Results

Older age, higher education and income level were …

Cognitive Dysfunction In Women With The Fmr1 Premutation During Midlife: The Lassi-L Reveals Curvilinear Cgg-Dependent Risk Buffered By College Education, Jessica Klusek, Jillian Gierman, Amanda Fairchild, Andreana M. Benitez, Elizabeth Berry-Kravis, Marsha R. Mailick

Faculty Publications

Background

The FMR1premutation (FXPM) is a common genetic variant (∼1:151 females) linked to increased risk for neurodegenerative disease. Midlife cognitive phenotypes remain poorly defined.

Objective

To characterize episodic memory performance in midlife FXPM women and examine potential risk moderation via genetic (i.e., FMR1CGG repeat expansion size) and environmental (i.e., college degree attainment) influences.

Methods

Eighty-eight FXPM women and 84 matched controls, aged 30–55, completed the Loewenstein-Acevedo Scales for Semantic Interference and Learning (LASSI-L), a measure of specific episodic memory processes sensitive to subtle Alzheimer's disease (AD)-related cognitive and neuropathological changes.

Results

FXPM women demonstrated deficits in proactive semantic …

Technology-Enabled Cognitive Behavioral Therapy For Insomnia (Cbt-I) In Older Adults With Mild Cognitive Impairment: Development And Feasibility Study, Hongtu Chen, Marta Pagán-Ortiz, Sara Romero Vincente, Emma Chapman, James Maxwell, Otis L. Owens, Sue E. Levkoff Scd, Msw, Sm

Faculty and Staff Publications

Background/Objectives: Mild Cognitive Impairment (MCI) is a transitional stage between normal aging and early dementia, affecting up to 20% of older adults. Sleep disturbances, particularly insomnia, affect around 60% of individuals with MCI, contributing to declines in cognitive and physical function. Although Cognitive Behavioral Therapy for Insomnia (CBT-I) is an evidence-based non-pharmacological treatment, few studies have adapted it for individuals with MCI. This pilot study developed and evaluated Slumber, a clinician-supported mobile CBT-I app tailored for older adults with MCI and insomnia. Methods: The study had three aims: (1) to develop the app for delivering CBT-I to individuals with …

Cortical Hierarchy And Aphasia Severity: The Sensorimotor–Association Gradient Modulates Lesion Effects Within Language-Specific Networks, Ida Rangus, Natalie Busby, Nicholas Riccardi, Sigfus Kristinsson, Janina Wilmskoetter, Dirk B. Den Ouden, Chris Rorden, Roger Newman-Norlund, Julius Fridriksson Ph.D., Leonardo Bonilha

Faculty Publications

Aphasia severity after stroke varies widely and is not fully explained by lesion size or location. We propose that incorporating the brain’s sensorimotor-association (S-A) gradient, reflecting cortical hierarchy, offers a biologically grounded framework for predicting language outcomes. In 236 individuals with chronic left-hemisphere stroke, we examine whether the hierarchical position of lesions in language-specific (LS) and domain-general (DG) areas modulates aphasia severity. We parcellate lesions using a cortical atlas and weigh them by each region’s S-A rank. We apply hierarchical linear regression to test whether S-A ranking and its interaction with lesion volume improves prediction of Western Aphasia Battery-Revised Aphasia …

Risk And Public Judgments On Police Pursuits: A Nationally Representative Conjoint Experiment, Scott M. Mourtgos, Ian T. Adams, Kyle Mclean, Geoffrey P. Alpert

Faculty Publications

Police vehicle pursuits emphasize a central tension between law enforcement imperatives and public safety. While modern policies emphasize balancing apprehension needs against risks of continuation, little is known about whether public intuitions mirror this framework. We address this gap using a nationally representative conjoint experiment (N = 3,334) that varied eleven contextual factors across randomized pursuit scenarios. Respondents rated perceived risk, indicated whether pursuits should be terminated, and made forced-choice tradeoffs. Across all outcomes, high-risk situational factors (e.g., high speeds, adverse weather, heavy traffic, urban settings, etc.) increased perceived danger and termination support, while more serious underlying offenses, particularly …