Digital Commons Network^™

Purpose-Driven Compliance, Veronica Root Martinez

Faculty Scholarship

Whether it is a small brokerage firm in Ann Arbor, Michigan, a private university in Cambridge, Massachusetts, or a multinational conglomerate head-quartered in New York City, organizations understand that they are required to fulfill a range of compliance obligations. Compliance programs today tend to have two important characteristics in common. First, the notion that perfect compliance is an impossible goal is a key component of the understandings and expectations of many firms’ compliance programs. Second, organizations have almost uniformly adopted compliance programs in areas where enforcement activity has been significant—like in the areas of antibribery and anticorruption, anti-money laundering, antitrust, …

The Effect Of Provider Diversity On Racial Health Disparities: Evidence From The Military, Michael Frakes, Jonathan Gruber

Faculty Scholarship

We assess the relationship between the racial diversity of medical providers and racial health disparities in the use of preventive care and in patient outcomes. We use unique data from the Military Health System, where we observe providers as patients so that we can identify their race, and where moves across bases change exposure to provider race in a plausibly exogenous fashion. We consider patients with four chronic, deadly, but manageable illnesses, where the relationship with the provider may have the most direct impact on health. We find striking evidence that provider racial diversity leads to reduced disparities in maintenance …

The Eighth Amendment And Prison Staff-To-Sentenced Prisoner Sexual Violence, Matthew Lyskawa

Faculty Scholarship

In this Article, I provide the first comprehensive account of lower federal courts’ Eighth Amendment prison conditions jurisprudence regarding prison staff-to-sentenced prisoner sexual violence. I show that lower federal courts are systematically misunderstanding and misapplying Supreme Court case law in this context. The result is that sexually victimized prisoners must meet extremely burdensome doctrinal standards unique to sexual violence claims. Lower federal courts would faithfully follow Supreme Court precedent if they applied the excessive force standard to sexual assault claims and the conditions of confinement standard to sexual harassment claims. However, a faithful application of Supreme Court case law does …

Llm-Assisted Legal Propositions Identification From Party Arguments In The U.S. Supreme Court Briefs, Heng Zheng, Alex Zhang

Faculty Scholarship

Merits briefs are central to U.S. litigation, serving as the primary means for parties to present arguments and persuade judges. Legal propositions in these merits briefs are the atomic units of arguments, whose relationships evolve throughout litigation and inform court decisions and precedent. Large language models (LLMs) have been applied to legal document review, but there is limited evidence on their ability to identify legal propositions in merits briefs. Given the labor-intensive nature of the task, we evaluate a human-AI collaborative approach to identifying legal propositions in the U.S. Supreme Court merits briefs, in which legal annotators review and revise …

Cumulative Burdens On Second Amendment Rights, Joseph Blocher, Hayley Lawrence

Faculty Scholarship

No abstract provided.

Mahmoud V. Taylor: Cause Or Effect Of Disruptions In Public Schools?, Richard B. Katskee, Ira C. Lupu

Faculty Scholarship

Mahmoud v. Taylor represents an extraordinary departure from long-standing constitutional norms about the rights of parents of children in public schools. In Mahmoud, the Supreme Court upheld a Free Exercise Clause claim by parents in Montgomery County, Maryland, who sought to have their children (grades K–5) excused from readings that contain LGBTQ characters and themes. The majority opinion by Justice Alito rests on a highly controversial reading of Wisconsin v. Yoder.

Part I of the paper provides the doctrinal and historical backdrop to Mahmoud, which reflects the acute tension between a once-narrow understanding of Yoder and the post-Obergefell backlash against …

Applying History As Law: The Role Of Historical Facts In Implementing Constitutional Doctrine, Joseph Blocher, Brandon L. Garrett

Faculty Scholarship

The U.S. Supreme Court has long relied on historical evidence in constitutional cases, but recent years have seen a major change in how it does so: not only to interpret the meaning of constitutional text, but to establish doctrinal tests that call for historical evidence to be used in the application of those tests going forward. Broadly speaking, originalism has moved from the realm of legal interpretation to that of law declaration and then to law application. This transformation in the legal significance of history raises important questions for originalism as a practice of constitutional adjudication, not simply a theory …

Resistance, Collaboration, And Ethnic Bias: Evidence On Social Cohesion In Wartime Ukraine, Janina Dill, Marnie Howlett, Carl Müller-Crepon, Mara Revkin

Faculty Scholarship

Interstate wars can rally societies around the flag, but they can also divide them based on individuals’ behavior and identities. Building on fieldwork in wartime Ukraine, we study the importance of collaboration and resistance, ethnic identity, and the interaction between behavior and identity. We examine how such divisions affect Ukrainians’ attitudes toward each other with two conjoint experiments (N=2,513). When choosing among potential neighbors, respondents prefer individuals who resisted over collaborators. However, two identity attributes—ethnic descent and exposure to Russian occupation of Ukrainian territory—activate biases that behavior alone does not fully overcome. Furthermore, we find that respondents value resistance less …

Eat With Understanding: A Um Student Guide To Food Systems, James Deacon, Cora Johnson, Lucas Dymit, Kaeli Rackham, Elsie Danyo

Undergraduate Theses, Professional Papers, and Capstone Artifacts

The industrialized food system creates environmental harm, reduces food sovereignty, and contributes to growing food insecurity. These problems oftentimes are overlooked in higher education. To address this gap, our project examines how access to sustainable food education and campus-community partnerships can improve well-being and informed decision-making amongst University of Montana students. This collaborative project connects partners within UM Wellness, PEAS Farm, the Missoula Food Bank and Community Center, and the Big Sky Culinary Institute. Our research includes applied learning with these organizations by hosting a variety of speaker series presentations and coordinating a cooking workshop. We collected quantitative and qualitative …

Non-Pharmacological Interventions For The Management And Prevention Of Hypertensive Disorders In Pregnancy: A Review Of The Literature, Shenelle K. Smith, Laurena E. Lepp

All Electronic Theses and Dissertations

Hypertensive disorders of pregnancy (HDP), including preeclampsia (PE), are a leading cause of maternal and perinatal morbidity and mortality worldwide. In the United States, rates of HDP continue to rise and are associated with preterm birth, fetal growth restriction, and long-term cardiovascular disease. Current management focuses only on low-dose aspirin for prevention. Surveillance and timely delivery remain the only definitive treatment for preeclampsia. This highlights a critical gap in prevention. Emerging evidence suggests that non-pharmacological interventions–particularly nutrition, physical activity, and lifestyle modification–may reduce the risk and severity of HDP. These approaches align with midwifery models of care emphasizing prevention, education, …

Fear Of Childbirth As A Perinatal Comorbidity: An Integrative Review, Michelle T. Mcmanus, Ashely N. Payne

All Electronic Theses and Dissertations

Fear of childbirth (FOC) and tokophobia have a significant impact on one in every five pregnant women and is associated with enhanced levels of anxiety, depression, pre-traumatic stress, and has led to increased requests for elective cesarean sections. Given the influence that it has on birth mode and perceived birth experience as well as postpartum wellbeing, it stands to reason that FOC represents an often-overlooked aspect of perinatal mental health.
This capstone reviews cohort, cross-sectional, randomized, and quasi-experimental studies examining prevalence, correlations, and consequences of FOC. It evaluates antenatal education, midwife-led support, and cognitive behavioral therapy as potential interventions. Outcomes …

Paper Or Screen: How Do Digital And Traditional Methods Shape Motivation And Reading Outcomes?, Rachel E. H. Bentley

All Electronic Theses and Dissertations

Technological advancements occur with such a high frequency that educators and administrators endeavor to offer as many knowledgeable tools as they can deliver. This sentiment, however, leaves teachers and their pupils asking if this is the right avenue to follow. This literature review investigates the question of whether digital devices and applications are beneficial to student success or cause negative effects on students' learning progress. This review specifically focuses on research that examines K-12 and undergraduate students’ reading comprehension and other ELA fundamentals, as well as students' engagement and motivation, by studying the mode of learning through which instruction was …

Integrative Approaches And Data Analysis For Single-Cell Rna Sequencing Data, Teng Long

Computer Science and Engineering Dissertations

The rapid growth of single-cell RNA sequencing and transcriptomic datasets has created major computational challenges in causal discovery, representation learning, and biologically faithful data generation. To address these challenges, this dissertation presents three complementary deep learning frameworks for the analysis and modeling of transcriptomic data. Together, these methods form an integrative computational toolkit for understanding complex biological systems from high-dimensional and heterogeneous gene expression data.

First, this dissertation introduces DAG-VAERL, a causal discovery framework that integrates variational autoencoders, graph neural networks, reinforcement learning, and attention mechanisms to infer directed acyclic graphs for gene regulatory network analysis. DAG-VAERL improves causal structure …

Independent Animal Chiropractic Practice: An Evidence-Based Argument For Autonomy Beyond Veterinary Supervision, Montana Adams

Undergraduate Honors Theses

Animal chiropractic is a growing form of conservative care used to improve mobility, reduce pain, and support neuromusculoskeletal function in animals. Despite evidence suggesting it is both effective and low risk, access remains limited due to inconsistent state regulations. Many jurisdictions require chiropractors to obtain veterinary supervision, referral, or licensure, even when they have completed specialized training and certification in animal chiropractic. This paper evaluates the effectiveness and safety of animal chiropractic while analyzing the impact of current regulatory policies. Research indicates that chiropractic care can improve mobility and reduce spinal conditions in animals when performed by trained professionals. However, …

Judging What Jurors Know: Expert Testimony After Voir Dire, Chris Cox

Scholarly Works

No abstract provided.

Tele-Psychiatry Adoption And Its Effect On Rural Mental Health Service Availability, Anna Heineman, Kaylee Canterbury, Taylor Carpenter

Theses, Dissertations and Capstones

Purpose of study: This study examined the association between tele-psychiatry implementation and mental health service availability in rural healthcare settings. The analysis compared tele-psychiatry to traditional in-person psychiatric care among rural populations, focusing on access and utilization outcomes, including time to first psychiatric appointment, number of completed visits, and appointment no-show rates.

Methods: A qualitative literature review following a systematic approach was conducted using peer-reviewed articles published between 2016-2026. Databases included PubMed, ProQuest Health, CINAHL, Journal of Medical Internet Research, and the National Library of Medicine, with Google Scholar used as a supplemental source. The review followed PRISMA …

Living Constitutionalism, Originalism, And The Sixteenth Amendment, Donald B. Tobin, Alex Tobin

Faculty Scholarship

No abstract provided.

Acute Responses To Low-Intensity Aerobic Exercise With Continuous And Intermittent Blood Flow Restriction, James Brown, Jakob D. Lauver, Timothy R. Rotarius, Justin P. Guilkey

Kinesiology

Introduction: This study examined muscular and cardiovascular responses to light-intensity aerobic exercise with different blood flow restriction (BFR) protocols. Methods: Ten males performed four protocols on the cycle ergometer: low-intensity exercise with no BFR (LIE), LIE with continuous BFR (CONT-BFR), LIE with intermittent BFR (INT-BFR), and high-intensity exercise (HIE). Each protocol consisted of five 2-min work intervals (INT) at 35% of peak work rate for LIE, CONT-BFR, and INT-BFR and 70% of peak work rate for HIE. During CONT-BFR, cuffs were inflated to 60% of arterial occlusion pressure (AOP) at the start of INT 1 and remained inflated until the …

A Novel Simulation Framework To Estimate Dynamic Response Of A Solar Panel Array Under Stationary Stochastic Wind Loads, Hanshu Zhang, You Jia Li, Matthew J. Dejong

Physics and Engineering Science

This paper presents a novel simulation framework for estimating the dynamic response of a full-scale ground-mounted solar panel array under stationary wind loads that are spatially correlated across the length of the solar panel array. Specifically, the framework uses mean pressure coefficient distributions along the length of a 1:10 prototype scale of the solar panel array from smooth inflow derived using the computational fluid dynamics (CFD) simulation software The Wind Engineering with Uncertainty Quantification (WE-UQ). Note that for the CFD simulation, the input wind field across the length of the solar panel array is uniform along the horizontal direction, and …

Music Therapy For Sensory Goals In Autism: Existing Evidence And Next Steps, Faith Cordle, Dorothy Briggs, Nicole Richard Williams, Brooke Irvin

SPARK Symposium Presentations

Background: As music therapists, we often assert that our field is evidence-based. Yet as in any health-care field, there is much opportunity to investigate the efficacy of certain techniques. Improving sensory integration and addressing hyper- and hypo-sensitivities are common music therapy goals when working with autistic individuals. Though music-based interventions for sensory goals are often theoretically coherent and anecdotally efficacious, concrete evidence for their efficacy is lacking. The aim of the current study was to a) identify existing research on music-based interventions for sensory outcomes in autistic individuals and b) identify concrete next steps and questions for researchers to investigate, …

Due Process And Press Credentialing, Nicole J. Ligon

Scholarly Works

Government-issued press credentials increasingly determine which journalists may access public officials, attend government events, and report from restricted spaces. Yet the legal frameworks governing these credentials remain underdeveloped, discretionary, and structurally vulnerable to abuse. This Article examines the constitutional dimensions of press credentialing through the lens of procedural due process. It is the first law review article to consider whether press credentials give rise to protected liberty or property interests under the Fifth and Fourteenth Amendments, such that denial or revocation requires due process.

Drawing on analogies to professional licensing regimes and recent litigation involving credentialing disputes, this Article maps …

From The Vault - Winter 2026 Newsletter, Archives & Special Collections

From the Vault: Archives & Special Collections Newsletter

No abstract provided.

Partisipasi Pendidikan Menengah Atas Dan Perkawinan Remaja Perempuan 16–18 Tahun Di Indonesia, Herjuno Bagus Wicaksono, Diahhadi Setyonaluri

Jurnal Ekonomi dan Pembangunan Indonesia

This study examines the relationship between upper secondary education participation and early marriage among women aged 16–18 in Indonesia. Using district-level panel data for 2014–2023, the analysis applies a fixed effects regression to estimate the association between the female net enrollment rate and marriage prevalence among adolescent women. The results indicate that higher participation in upper secondary education is associated with lower early marriage rates. Socioeconomic factors and the implementation of the Marriage Law Reform are also relevant contributors. These findings suggest the importance of expanding access to upper secondary education as part of broader efforts to reduce early marriage.

Prophylactic Distal Perfusion Catheters In Femoral Va-Ecmo: Association With Lower Limb Ischemia And Major Limb Outcomes (Systematic Review & Meta-Analysis), Yves Najm Mrad, Snehalkumar Patel

Gulf Coast Division GME Research Day 2026

No abstract provided.

Annual Reports Of The Selectmen, Tax Collector, Town Clerk, Trustees Of The Cemetery, Trustees Of The Public Library, Trustees Of The Trust Funds And Treasurer For The Year Ending December 31, 2025, Board Of Education And School Treasurer For The Year Ending June 30, 2025, Together With The Statistics Of The Town Of East Kingston, New Hampshire 2025, East Kingston Town Representatives

East Kingston, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

Annual Report For The Town Of Bridgewater, New Hampshire For The Fiscal Year Ending December 31, 2025, Bridgewater Town Representatives

Bridgewater, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

2025 Town Of Walpole, New Hampshire Annual Report Of The Town Officials, Departments, Committees, And Walpole Fire District, Walpole Town Representatives

Walpole, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

Kingston New Hampshire Town Report 2025, Kingston Town Representatives

Kingston, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

A Public Trust Theory Of Government Information, Sharon Sandeen

Faculty Scholarship

In the sixth century, the Roman Emperor Justinian declared that certain resources should be for the benefit of all of mankind, thereby planting the seeds of what is referred to as the public trust doctrine. Two core ideas behind the doctrine, which have evolved and expanded over time, are: (1) there are certain critical resources that should be available for all to use; and (2) governments that own or control those resources should preserve and manage them for the public good.

As insightful as Justinian was, his vision was naturally constrained by the times in which he lived, which was …

Fisheries Research Report No. 359: Metropolitan Monitoring Program 2025, Alissa Tate, Claire B. Smallwood, Karina L. Ryan, Troy Matthews

Fisheries Research Reports

Ongoing monitoring of recreational fisheries in the Perth Metropolitan zone is essential to ensure the sustainable use of fisheries resources. Surveys of shore- and boatbased recreational fishers within the Metropolitan zone of the West Coast bioregion provide information on human dimensions and catch-per-fisher as well as mean length and weight of key recreationally caught species. For shore-based fishers, estimates of fishing effort, catch and harvest are also presented for key nearshore species. This information is used to support ongoing assessments for key nearshore species and the development and evaluation of harvest strategies and other management actions, such as for Australian …