Digital Commons Network^™

Reducing Tennessee's Evidence Backlog By Expanding Forensic Crime Lab Capacity

Miscellaneous Reports

No abstract provided.

The Role Of Implicit Bias In Police Citizen Interactions - A Historical Review And Policy Recommendations, Catherine Anne Liedman, Ziwei Qi

International Journal of Undergraduate Research and Creative Activities

Abstract

This paper examines the impact of implicit bias on police-citizen interactions, contributing to racial disparities in stops, arrests, and the use of force. While explicit racism has declined since the Civil Rights Era, unconscious stereotypes continue to influence law enforcement decisions. Research highlights that Black individuals experience higher rates of police encounters and fatal force compared to White individuals, a pattern not fully explained by crime rates but rather by systemic and historical biases within policing institutions. Efforts to address implicit bias, such as diversity training, have shown limited long-term effectiveness. Instead, meaningful reform requires structural changes, including improved …

Phar 350.01: Introduciton To Drug Information, Sherrill J. Brown

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 559.01: Public Health & Pharmacoeconomics, David D. Allen, Yoon Hee Cho, Jade A. Bosic-Reiniger

University of Montana Course Syllabi, 2021-2025

No abstract provided.

September 2025 News Releases, University Of Montana--Missoula. Office Of University Relations

University of Montana News Releases, 1928, 1956-present

No abstract provided.

Phar 560.00: Pharmaceutical Care Lab Iv, Jenner Minto, Kimberly A. Madson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Soci 391.01: Guns In America, Madison B. Gerdes

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Drivers Of Frequent Emergency Department Use In Socioeconomically Disadvantaged Older Adults: A Qualitative Study, Anita Chary, Annika Bhananker, Michelle Suh, David Leavitt, Elise Brickhouse, Shreya Tamma, Jose Ramirez, Mariana Rios, Aanand D Naik, Margaret Samuels-Kalow, Naomi George

Faculty, Staff and Student Publications

Background: The emergency department (ED) is the safety net for and a common point of healthcare access for socioeconomically disadvantaged older adults. Little is known about socioeconomically disadvantaged older ED patients' perspectives on their health, healthcare access, and ED use. Such insights could guide tailored interventions to address unmet clinical and health-related social needs (HRSN).

Methods: We performed a qualitative study with older adults in a single public safety net hospital ED. We interviewed patients age 60+ who had ≥ 4 ED 4 visits in the past year. Semi-structured interviews explored perceived health needs and motivations underlying ED visits. We …

Item 4: Activity 3: Information Disorder And Elections: Discussion Guide For Deadlocked: An Election Story (2024), Troy Martin

Troy Martin, Information Literacy and Civic Responsibility

Using a simulated election role-play recorded in the PBS film Deadlocked: An Election Story (2024), students will discuss common issues between information disorder and election processes. Students will also examine legal and ethical rights, such as freedom of speech and freedom of assembly.

Psci 471.01: American Constitutional Law, Ryan W. Aikin

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 300.01: Pharmacy Practice I - Introduction To Pharmacy Practice, Jenner Minto, Jade A. Bosic-Reiniger, Andrew J. Eberling

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 360.00: Pharmacy Practice Lab I, Rachael L. Zins, Peggy H. Persico

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 451.01: Therapeutics I, Staci L. Hemmer

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 460.00: Pharmaceutical Care Lab Ii, Rachael L. Zins

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 471.02: Integrated Studies Iii, Staci L. Hemmer, Ashley Du, Rose Stahl

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 471.05: Integrated Studies Iii, Staci L. Hemmer, Emma Hughes, Joscelyn J. Summers

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 505.01: Pharmacy Practice Iv, Kimberly A. Madson

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 550.00: Drug Literature Evaluation, Sherrill J. Brown, Staci L. Hemmer, David D. Allen

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 553.01: Therapeutics Iii, Kendra A. Procacci

University of Montana Course Syllabi, 2021-2025

No abstract provided.

Phar 571.00: Integrated Studies V, Kendra A. Procacci, Andrew J. Eberling

University of Montana Course Syllabi, 2021-2025

No abstract provided.

The Intersection Of Race And Nativity: Exploring Criminal Justice Contact Among Black Adults In The United States., Uchenna Makuochukwu Onuoha

Graduate Theses and Dissertations

Black immigrants in the United States navigate a dual identity as both Black and immigrant, yet their unique experiences remain underexplored in research on immigration and crime. While prior studies have documented generational differences and negative associations between immigration and crime, the intersection of race and nativity in shaping criminal justice contact for Black immigrants is unknown. Using data from the National Longitudinal Study of Adolescent to Adult Health, this study examines the role of race and nativity on various forms of criminal justice contact. Specifically, we investigate (1) the extent to which nativity plays a role in criminal legal …

What Are The Limits To Smart Innovation? The Digital Underground Initiative And New Frontiers Of “Smartness” In Singapore, Prerona Das, Orlando Woods, Lily Kong

Research Collection College of Integrative Studies

This paper argues that the emergence of new frontiers of smart transformation, such as underground spaces, can pose significant challenges to the implementation of “smart” technological solutions. Exploring the case of Singapore’s Digital Underground initiative, we show that elements such as material complexity, co-ordination between stakeholders, and the availability of appropriate regulatory and administrative frameworks can problematize the implementation of subterranean smart initiatives. By considering multistake-holder perspectives on these “more-than-technological” factors, this paper offers lessons for urban planners, policymakers, and developers in cities around the world that are keen to leverage technology to unlock the potential of underground space.

Democratizing Community Discourse Analysis In Computational Social Science, Md Towhidul Absar Chowdhury

Theses

Community resource inequities and undetected infrastructure vulnerabilities cost municipalities billions annually, with disproportionate impacts on marginalized communities. Current computational approaches to community needs assessment suffer from two critical limitations: they rely on aggregate-level analysis that obscures granular community expressions, and they implement sophisticated computational tools that remain inaccessible to stakeholders without technical expertise. This creates what we term the Community-Computational Gap—a persistent divide where domain experts with vital contextual knowledge cannot access the analytical tools they need, while computational experts develop models without sufficient community context. This dissertation addresses these challenges through a novel methodological framework for fine-grained utterance-level classification …

Government Vicarious Liability And The Concept Of Deemed Equality With Private Persons, Gary K. Y. Chan

Research Collection Yong Pung How School Of Law

The immunity against Crown liability was abolished in the United Kingdom in 1948 based on the Diceyan notion of rule of law and deemed equality under the law between public officials and private persons. This paper analyses government vicarious liability in respect of the acts and omissions of public officers under the Singapore Government Proceedings Act with reference to the concept of deemed equality. We will discuss the scope of the statute in light of recent common law developments in vicarious liability, statutory exceptions to government vicarious liability that may be justified by the functions of the government in the …

Deep Learning-Based Drowsiness Detection System For Driver’S Safety, Sindhu Vidyanathan Dixith, Shrikant Jadhav, Youngsoo Kim, Naveenkumar Jayakumar

Faculty Research, Scholarly, and Creative Activity

Driver drowsiness is a leading contributor to road accidents, accounting for over 100,000 crashes and approximately ~1000 fatalities each year in the United States alone, as per National Safety Council (NSC). To mitigate this urgent public-safety risk, we propose a real-time Driver Drowsiness Detection System that achieves both high accuracy and fast inference on standard hardware. Our key idea is to combine two complementary deep-learning strategies: 1) a custom Convolutional Neural Network (CNN) paired with a Support Vector Machine (SVM) classifier, and 2) a lightweight transfer-learning model built upon a pre-trained convolutional backbone. We evaluate these approaches on two datasets: …

Molding Leominster's Plastics Industry: The Impact Of Italian Immigrant Labor, Kimberly M. King

Graduate Masters Theses

This thesis examines the centrality of Italian immigrant labor in launching Leominster, Massachusetts’ transformative plastics industry. The study traces the arc of the immigrants’ stories from their arrival at the turn of the twentieth century, when their unskilled labor helped Leominster transition from artisan comb production to industrial celluloid manufacturing, to their rise as new technical experts and company owners in the 1940s. They endured hazardous work conditions and social marginalization to create better lives for themselves and their families.

Ultimately, their efforts were critical to the expansion and global recognition of Leominster’s plastics industry. Yet the role of immigrant …

Multimodal Learning In Real-World Application: Enhancing Feature Representation And Training Strategies, Nana Lin

Graduate Doctoral Dissertations

Multimodal learning has emerged as a critical paradigm for developing intelligent systems that can understand and reason across diverse inputs such as images, text, and audio data. Despite significant advances, effective deployment of multimodal models in practice remains a challenging task. This dissertation explores how multimodal learning can be effectively applied to high-stakes, real-world scenarios, with a focus on enhancing feature representation and training efficiency. Specifically, this research investigates multimodal learning strategies in two key domains: healthcare and surveillance.

In the healthcare domain, we explored the data fusion and alignment approaches for cognitive decline diagnoses. First, we propose the LOVEMA …

Crisis Convergence, Sarah Medina Camiscoli

Northwestern University Law Review

Progressive jurists and legal scholars have called the Supreme Court’s doctrine of colorblind constitutionalism that dismantled affirmative action in Students for Fair Admissions, Inc. v. President and Fellows of Harvard (SFFA) a crisis for constitutional democracy. However, scholars have not yet tended to students, particularly students mobilized for racial justice, to understand their interpretation of this race-evasive ideology and what insights those mobilized students might offer in this pivotal moment. Given the fact that a small coalition of dissenting conservative jurists, scholars, and mobilized students—the Federalist Society—spent decades crafting the doctrine, scholarship, and resources that drive colorblind constitutionalism …

Infrastructure Equality, Deborah N. Archer, Yuvraj Joshi

Northwestern University Law Review

The United States’ racialized geographies have left communities of color with systematically inferior essential infrastructure that perpetuates their social and economic exclusion. From roads, public transportation, and sewage systems, to banks, high-speed internet, and high-quality public schools, people and communities of color have limited access to the fundamental infrastructure necessary to lead socially and economically vibrant lives. This Essay introduces “infrastructure equality” as a unifying framework to address the critical intersection of physical, social, and legal infrastructures that feed racial inequality. Drawing on multidisciplinary research, it argues that infrastructure—the interconnected and vital system of physical structures, networks, and social institutions—should …

Ungerminated Seed: Proportionality Test In The Indonesian Constitutional Court, Eko Riyadi, Satya Arinanto, Simon Butt, Fitra Arsil

Padjadjaran Jurnal Ilmu Hukum (Journal of Law)

This article examines how the Constitutional Court of the Republic of Indonesia (the Court) constructs its argumentation regarding the limitation and derogation of human rights. The primary issue is how the Court interprets and operationalises the limitation clause under the Constitution of the Republic of Indonesia to derogate from and limit human rights. This article also illustrates how the Court applies the derogation and limitation clauses to freedom of religion, the right against retroactive prosecution and the death penalty, the right of women to stand for election, and the right to freedom of expression. The Court has never ruled on …