Digital Commons Network^™

Grading Machines: Can Ai Exam-Grading Replace Law Professors?, Kevin L. Cope, Jen Frankenreiter, Scott Hirst, Eric A. Posner, Daniel Schwarcz, Dane Thorley

Faculty Scholarship

In the past few years, large language models (LLMs) have achieved significant technical advances, such that legal-advocacy organizations are increasingly adopting them as complements to—or substitutes for—lawyers and other human experts. Several studies have examined LLMs' performance in taking law school exams, finding mixed results. Yet there have been no published studies systematically analyzing LLMs' competence at one of law professors' chief responsibilities: grading law school exams. This paper presents results of an analysis of how LLMs perform in evaluating student responses to legal analysis questions of the kind typically administered in law school exams. The underlying data come from …

Is Access Enough?: Toward A Blueprint For Prosocial Digital Interventions In Schools (A Case Study On The Implementation Of A Cmc-Based Gratitude Intervention), Carmen Latrice Landy

Theses and Dissertations

This organizational autoethnography examines the process by which a researcher-practitioner began implementing a CMC-based gratitude intervention for adolescents in a school setting. Too often, innovations are unable to reach full adoption within organizations because the real-world implications have not been fully considered. This study seeks to bring a deeper understanding of the facilitators of and barriers to school-based implementation. Through observations and critical reflection, this study highlights the importance of relationships, processes, and mutual agreements in any effort to introduce new practices to an organization. Weick’s (1988) findings on sensemaking combined with the constructs of the Consolidated Framework for Implementation …

Diagnostic Ambiguity Of Encephalopathy In Advanced Kidney Disease: Multisystem Overlap In A Patient With Autosomal Dominant Polycystic Kidney Disease (Adpkd), Heart Failure, And Stiff Person Syndrome, Christopher M. Ahmad, Rae-Anne Kastle, Ishita Agarwal, Samantha Elliott-Ventura, Muhammad Farooq

Student Publications

Altered mental status (AMS) in advanced chronic kidney disease (CKD) frequently reflects overlapping metabolic, cardiopulmonary, and neurologic contributors rather than a single unifying diagnosis. We present a 59-year-old woman with autosomal dominant polycystic kidney disease (ADPKD) progressing to end-stage renal disease (ESRD), congestive heart failure (CHF) with preserved ejection fraction (HFpEF), and stiff person syndrome (SPS) who developed recurrent encephalopathy accompanied by equivocal pulmonary findings and elevated cardiac troponin without electrocardiographic evidence of acute ischemia. Her hospital course was marked by severe renal dysfunction, metabolic acidosis, anemia, and intermittent electrolyte abnormalities. Management required iterative reassessment rather than reliance on a …

Confessions In Cases Of Child Physical Abuse-A Capnet Study, Margaret R Russell, Antoinette L Laskey, Henry T Puls, Suzanne P Starling, Joanne N Wood, Daniel M Lindberg, Nancy S Harper, Caitlin R Mcnamara, Angela N Bachim, Farah W Brink, Lori D Frasier, James D Anderst, Porcia Vaughn, Kristine A Campbell

Faculty, Staff and Students Publications

Objective: Prior research on confessions of physical abuse (PA) has explored mechanisms of injury. Little is known about conditions supporting a confession of abuse or how confessions may influence case outcomes.

Methods: This cross-sectional study of suspected PA in children aged < 10 years at 10 centers participating in CAPNET, a multicenter child PA research network, included children with in-person Child Abuse Pediatrics (CAP) consultations between February 2021 and December 2022 and excluded children without injury. Our focus was a confession of inflicted injury known to the CAP during clinical involvement. We compared child and clinical characteristics, out-of-home (OOH) placements, and arrests between cases with and without confessions. Multivariable models using generalized estimating equations (GEE) produced adjusted predicted probabilities (APP) clustering by CAPNET site.

Results: Confessions were known to CAPs in 115/4297 (2.7%) cases, with significant site variability. In a multivariable GEE model, confessions were more likely in cases with injuries with high specificity for abuse (APP 6.0% vs 1.6%, P < .001), near-fatality (APP 5.6% vs 2.3%, P < .001), and older children (APP 4.8% vs 2.5%, P = .025). OOH placements and arrests were more common in cases with confessions. CAP awareness of confessions, OOH placements, and arrests did not follow racial or ethnic patterns seen in the US child welfare system. Lower socioeconomic status was associated with OOH placements and arrests but not with CAP awareness of confessions.

Conclusions: Our findings highlight differences in case characteristics and outcomes where a confession is known to the CAP and raise questions about …

Fronto-Cerebellar Features Associate With Cognitive Dysfunction In Childhood-Onset Systemic Lupus Erythematosus, Hanne Van Der Heijden, Gabrielle Alonzi, Amanda Cao, Raquel Van Gool, Merve Koç Yekedüz, Lise Vrolix, Itamar Ronen, Vanessa Rameh, Kyle Mcbrearty, Aditi Deokar, Robert P Sundel, Eyal Muscal, Joseph Gonzalez-Heydrich, Andrea Knight, Joyce C Chang, Jaymin Upadhyay

Faculty, Staff and Students Publications

Objective: Cognitive dysfunction (CD) is a prevalent symptom in childhood-onset systemic lupus erythematosus (cSLE). This study aimed to investigate the neurobehavioral basis of CD in cSLE.

Methods: Patients with cSLE (N=20) and age- and sex-matched healthy controls (HCs, N=20) completed questionnaires and multiple neurocognitive tests. The Systemic Lupus Erythematosus Disease Activity Index 2000 and laboratory markers were used to monitor patients' clinical status. Neuroimaging assessments included functional near-infrared spectroscopy (fNIRS), functional magnetic resonance imaging (fMRI), and structural MRI.

Results: cSLE patients demonstrated moderate disease activity with high inflammation and immune dysregulation, alongside low medication adherence. Relative to HCs, cSLE patients …

The Parthenon, April 01, 2026, Baylee Parsons, Kaitlyn Fleming, Abby Ayes, Ella Hatfield, Davina Snyder, Scott Price, Trista Honaker

The Parthenon

No abstract provided.

Availability Of Cancer Screening Across Hiv Treatment Sites In The Iedea Consortium, Rachael Pellegrino, Bryan Shepherd, Sanjay Pujari, Valeria Fink, Gad Murenzi, Miriam Nakalembe, Sally Coburn, Eliane Rohner, Antoine Jaquet, Elkanah Orang'o

Obstetrics and Gynaecology, East Africa

Cancer remains a leading cause of morbidity and mortality in people with HIV, and the importance of cancer screening increasesas this population ages. In 2017, 2020, and 2023, cross-sectional surveys were conducted at HIV care sites across 5 continentswithin the International epidemiology Databases to Evaluate AIDS (IeDEA) consortium. We described cancer screening avail-ability in 2023 and over time for cervical and anal cancer screening using generalized estimating equations with a logit linkfunction to account for site clustering, rurality, and country income. Of the 220 sites in the 2023 survey, 61% (134/220) reportedcervical cancer screening by cytology or human papillomavirus (HPV) …

Availability Of Cancer Screening Across Hiv Treatment Sites In The Iedea Consortium, Rachael Pellegrino, Bryan Shepherd, Sanjay Pujari, Valeria Fink, Gad Murenzi, Miriam Nakalembe, Sally Coburn, Eliane Rohner, Antoine Jaquet, Elkanah Orang'o

Obstetrics and Gynaecology, East Africa

Cancer remains a leading cause of morbidity and mortality in people with HIV, and the importance of cancer screening increasesas this population ages. In 2017, 2020, and 2023, cross-sectional surveys were conducted at HIV care sites across 5 continentswithin the International epidemiology Databases to Evaluate AIDS (IeDEA) consortium. We described cancer screening avail-ability in 2023 and over time for cervical and anal cancer screening using generalized estimating equations with a logit linkfunction to account for site clustering, rurality, and country income. Of the 220 sites in the 2023 survey, 61% (134/220) reportedcervical cancer screening by cytology or human papillomavirus (HPV) …

Leveraging Wearables And Vehicle Technologies To Automate Injury Severity Detection, Alexander Macgregor

Honors Capstone Projects and Theses

No abstract provided.

Divine Hiddenness: Evidence And Transcendence, Katelyn E. O’Dell

Faith and Philosophy: Journal of the Society of Christian Philosophers

No abstract provided.

Fatigue Survival And Biomechanical Behavior Of Two-Piece Titanium And Zirconia Dental Implants, Jefferson David Melo De Matos, Guilherme Da Rocha Scalzer Lopes, Nathália De Carvalho Ramos, Mário Alexandre Coelho Sinhoreti, Alexandre Luiz Souto Borges, Daher Antonio Queiroz, Marco Antonio Bottino

Faculty, Staff and Student Publications

Background: Titanium implants are considered the gold standard for oral rehabilitation; however, zirconia implants have emerged as a metal-free alternative with promising esthetic and biological properties. Despite these advantages, limited evidence is available regarding their long-term fatigue behavior and fracture resistance.

Material and methods: In this in vitro experimental study conducted at São Paulo State University (UNESP), Brazil, forty implants were divided into two groups (n = 20): zirconia implants (ZZ) and titanium implants (TZ) (4.1 × 10 mm). Implants were embedded in polyurethane blocks according to ISO 14801:2016 specifications. Monolithic zirconia crowns were fabricated using CAD/CAM technology and cemented …

Dotphotozine, Issue 15, 2026, Students Of The Csusb Art Department, Francis Almendarez

Dotphotozine

No abstract provided.

Elementary Abelian Sylow Subgroups Of The Multiplicative Group, Geremías Polanco

Mathematics Sciences: Faculty Publications

Erdős and Pomerance have shown that 𝜑⁡(𝑛) typically has about 1 2 ⁢(log⁡log⁡𝑛)2 distinct prime factors. More precisely, 𝜔⁡(𝜑⁡(𝑛)) has normal order 1 2 ⁢(log⁡log⁡𝑛)2. Since 𝜑⁡(𝑛) is the size of the multiplicative group (𝐙/𝑛⁢𝐙)×, this result also gives the normal number of Sylow subgroups of (𝐙/𝑛⁢𝐙)×. Recently, Pollack considered specifically noncyclic Sylow subgroups of (𝐙/𝑛⁢𝐙)×, showing that the count of those has normal order log⁡log⁡𝑛/⁢log⁡log⁡log⁡𝑛. We prove that the count of noncyclic Sylow subgroups that are elementary abelian of a fixed rank 𝑘 ≥2 has normal order 1 𝑘⁢(𝑘−1) ⁢log⁡log⁡𝑛/⁢log⁡log⁡log⁡𝑛. So for example, (typically) among the primes p for …

Do Purpleair Monitors Democratize Data For The Environment?, Christopher Rick, Kyla Lorden

Student Publications

PurpleAir monitors may serve a vital role in marginalized or under-monitored communities nationwide. These low-cost monitors—roughly $300—give communities the ability to monitor their air quality at local geographies in ways that are infeasible for expensive, regulatory-grade air monitors. They also have the potential to aid community advocacy efforts around environmental and transportation policy by giving community members literal ownership over the monitoring, including precise locations, and philosophical ownership over the advocacy efforts. To determine the potential democratization of air quality data by PurpleAir monitors in socially disadvantaged communities, we analyze the sociodemographic characteristics of neighborhoods with PurpleAir monitors. We find …

The Importance Of Body Size And Spatial Scale In Modeling Winter Bird Distributions, Carissa M. Mobley

Student Publications

Birds’ annual cycles include biologically linked breeding and non-breeding seasons, yet most research and bird atlases focus exclusively on the breeding season. There have been very few winter bird atlas projects in North America, and none have been published for the northeastern United States. Short daylight hours and harsh weather limit winter survey coverage, making species distribution models (SDMs) essential for addressing spatial gaps.

I evaluated the optimal spatial scale for SDMs across bird species differing in body size and tested whether optimal scale varies with body mass. Using 16,967 eBird checklists collected during the first winter survey period (December …

"Nobody Forced My Mom To Stay Home": College Men’S Perspectives On Parental Leave, Marisa Conners

Student Publications

From "The Second Shift" to Claudia Goldin’s Nobel Prize-winning research on women in the labor market, the inequities affecting women in the labor market have been widely documented. However, progress on this issue has been largely one-sided on behalf of women, perpetuating gender inequality. The goal of my research is to understand how social subgroup values influence male-identifying Gettysburg College students’ predictions on how they will engage with parental leave. This project gathered information on ways to increase male uptake of parental leave, which, if implemented, will help improve gender equity in the labor market.

How are male-identifying Gettysburg College …

Blessing Or Curse? Natural Resources And Women’S Political Empowerment In Post-Conflict States, Katelyn L. Laplaunt

Student Publications

The end of a civil war represents an opportunity for women to gain political power and improve their societal status. If women are systematically constrained from gaining this power, they are losing a valuable chance to improve levels of gender equality. Little research thus far has focused on how the post-conflict period might be impacted by a country’s natural resource wealth. This study aims to fill this knowledge gap by exploring how a country’s dependence on natural resources might influence women’s political empowerment in post-conflict societies. I argue that countries that rely more heavily on natural resources as a source …

Totality: An Eclipse, Cassidy E. Haines

Student Publications

The title of this collection, Totality: An Eclipse, and the titles of each of its three sections (“First Contact,” “Second Contact,” and “Third Contact”) combine to help illustrate my experience with grief as a solar eclipse: totality is the maximum phase of a total solar eclipse; first contact is when the sun just begins to disappear in the sky; second contact is when there is complete darkness in the sky; and third contact is when daylight finally returns. I began this project in the months after my father died in December 2024, following a terminal cancer diagnosis. Then, my mother …

Women At Work: Women In Economic Crises In German Film, Anthony J. Capone

Student Publications

The films Joyless Street (1925), The Marriage of Maria Braun (1979), and The Drifter (2010) depict the influence of economic crises in restricting women’s flexibility and the shaping of their social roles. Through the themes of survival, resistance, and agency, the female protagonists navigate the economic hardships such as scarcity, poverty, and unemployment by using labor, sexuality, and personal relationships. Spanning the eras of post-World War 1, the Wirtschaftswunder, and the late 2000s, these women emerge as individuals, who are not weak, but rather constrained by the economic structures of their society.

Interspecific Overlap In Seabird Diet Throughout The Breeding Season, Alexis V. Berkey

Student Publications

Seabirds are central-place foragers that breed in multi-species colonies, providing an opportunity to study species coexistence. I quantified interspecific competition among four seabird species (common terns Sterna hirundo, Arctic terns Sterna paradisaea, Atlantic puffins Fratercula arctica, black guillemots Cepphus grylle) breeding in the Gulf of Maine in 2022, 2024, and 2025. I hypothesized that, throughout the breeding season, 1) seabird diet would change and 2) interspecific overlap in diet would increase. I compared diets across species and time using direct observation of prey feeds and stable isotope values of seabird egg membranes and blood, which provide …

13 Achieving Success For All Students: Stories And Advice From Four University Of Texas Institutions, María Yareli Delgado, Archie Holmes, Roy Mathew, Heather Shipley, Christine Shupala

Organization and School Leadership Faculty Publications

No abstract provided.

Creation And Implementation Of Nature And Sensory Based Therapy Programming To Support The Health And Well-Being Of Catholic Dominican Sisters, Sydney Payne

Capstone Projects

As the older generation ages, diseases such as dementia can cause sensory processing systems to be less efficient. When they become less efficient, it can create confusion and undermine one’s sense of safety (Champagne, 2018 pg 29-30). Engaging in sensory experiences provides support for these deficits while fostering participation in everyday life activities (Champagne, 2018 pg 30). This capstone project included a sensory garden (nature-based therapy) and associated multi-sensory activities. This was done through creation of nature and sensory-based programming, implementation of this programming one-on-one with sisters, two group sensory, dementia-friendly activities, and formation of a sustainability binder. Occupational therapy …

The Bronco Well: An Educational Podcast For Pediatric Caregivers’ Wellbeing & Quality Of Life, Molly Veldheer

Capstone Projects

Pediatric caregivers of children with increased and complex physical, cognitive, and emotional needs are an often-overlooked population. Though their children may be involved in many essential services including occupational therapy, the needs of these caregivers largely go unmet. Occupational therapists are equipped to provide valuable care and education to the entire family and not just their pediatric clients. In efforts to fill the unmet needs, this occupational therapy-based podcast was created as resource for pediatric caregivers about pediatric caregivers. The development of this capstone considered the time, energy, and financial strains that are often placed on pediatric caregivers and determined …

Implementation Of A Cardio Drumming Program To Promote Health And Wellbeing In Community-Dwelling Older Adults, Amanda Moyer

Capstone Projects

This doctoral capstone experience focused on implementation of a cardio drumming program at the Ecumenical Senior Center (ESC), a day center for older adults, in Kalamazoo Michigan. Cardio drumming is a unique way of exercise that combines drumming to upbeat music with an exercise ball, laundry basket, and drumsticks. Cardio drumming is low impact and can be adapted to many different abilities. This form of exercise can be done in a seated or standing position. The program began once a week for 30 minutes but soon increased to two times a week for 35 minutes and lasted 9 weeks due …

Life Skills To Promote Independence Following Discharge From Inpatient Psychiatric Care, Alli Bammert

Capstone Projects

This doctoral capstone experience focused on program development through the creation and implementation of a structured life skills program and the initial planning of a simulated life skills training space within an inpatient psychiatric setting at Kalamazoo Psychiatric Hospital. Individuals with serious mental illness often experience barriers to community reintegration following hospitalization and benefit from opportunities to practice daily living skills prior to discharge (Gibson et al., 2011). In response to this need, a 12-week life skills curriculum was developed and piloted to address topics including daily routines, medication management, emotional regulation, grocery shopping, cooking, employment readiness, technology use, and …

Social Skill Program Development: Social Thinking Curriculum, Anna Holman

Capstone Projects

This capstone project examined the implementation of the Social Thinking It: Tweens and Teens curriculum to support adolescent social participation within a group-based setting. Social participation is a core domain of occupational therapy; however, many adolescents experience challenges with communication, emotional regulation, and peer relationships. This project addressed a gap in structured, evidence-based social skills programming at the capstone site. Primary objectives included implementing the Social Thinking curriculum, facilitating weekly group sessions, evaluating participant engagement, and skill development. Intervention strategies included role-playing, guided discussion, modeling, and reflective activities embedded within the curriculum framework. Outcomes demonstrated increased participant engagement and improved …

Creative Art-Based Program To Address Body Image In Cancer Survivors And Caregivers, Tisa Lightfoot

Capstone Projects

This doctoral capstone experience (DCE) explored the role of occupational therapy in promoting the use of creative art-based interventions to address body image in cancer survivors and caregivers. Within the oncology population, body image concerns are a prevalent psychosocial factor that affects survivors’ self-perception, emotional well-being, and occupational engagement in their daily lives. To address this gap, a six-week program was developed to promote art as a meaningful occupation to support the psychosocial well-being related to body image in cancer survivors and caregivers. Additional initiatives of the program included resource development and integration of education on current literature on the …

Occupational Therapy And Grief: Building Knowledge, Justifying Scope, And Supporting Practice, Jessica Jacques

Capstone Projects

Grief can disrupt individuals’ ability to participate in meaningful daily occupations (Hoppes & Segal, 2010), yet occupational therapy (OT) remains underutilized in grief support. Given OT’s focus on occupational performance, practitioners are uniquely positioned to address the functional and emotional challenges associated with grief. Despite this alignment, a gap exists in structured, occupation-based grief support, as well as limited integration of OT within community-based grief services. This capstone aimed to address this need by developing and implementing grief-informed, occupation-based resources and educational materials. Objectives included revising a grief resource manual, creating evidence-based handouts for community and school settings, promoting sensory …

Occupational Therapy & Zoo Exhibit Design: Embedding Accessibility Within, Jacqui Randall

Capstone Projects

This doctoral capstone project was completed at the Indianapolis Zoo. Zoos and museums infrequently contract, but very few employ an occupational therapist to assist with exhibit design development. An occupational therapy consultant could assess exhibit accessibility and provide potential solutions to make them more accessible and inclusive for individuals with disabilities. The goal of the project was to create a list of refined recommendations to make the oceans building more accessible and incorporate more multisensory experiences when it is renovated in the spring of 2027. Also, the Accessibility and Sensation Among Zoo Exhibits and Interactives: Checklist and Application Guide was …

Developing And Implementing Pediatric Pelvic Health Education Groups For Autistic Youth Focused On Toilet Training, Sasha Poland

Capstone Projects

Occupational therapists (OTPs) have a crucial role in treating pelvic health conditions as toileting is an activity of daily living. However, pelvic health research is primarily focused through a physical therapy lens and doesn’t always address challenges pertaining to children, and even more so neurodivergent youth. Furthermore, there is a gap in the literature in how specifically OTPs can assist in providing pelvic health care to all individuals including neurodivergent youth. The goal of this doctoral capstone was to create and provide educational sessions to educate parents, educators, and BCBAs on the role of pelvic health OT in solving their …