Digital Commons Network^™

Investigating The Interplay Of Thermal, Lighting, And Acoustics In Intensive Care For Enhanced Patient Well-Being And Clinical Outcomes, Emil E. Jonescu, Edward Litton, Benjamin Farrell

Research outputs 2022 to 2026

This research explores the interplay among noise levels, thermal conditions, and lighting intensity in an intensive care unit (ICU), focusing on preserving circadian rhythm and promoting nighttime sleep to advance patient-centric care. This investigation assesses lighting levels (Lux), natural versus artificial light ratios, ICU room temperature, and correlations with acoustic data during a field research period and examines the collective impact of patient exposure to sleep linked to delirium and health outcomes, addressing critical gaps in understanding. Findings reveal that noise levels between 60 and 90 dB(A) during patient occupancy exceed sleep disruption thresholds, with daytime averages of 53.6 dB(A) …

Investigating The Environmental Awareness And Attitudes Among Fisher Folks In Ghana: A Sustainability Threat, Nana Akua Okyerewa Djandoh, Enock Swanzy-Impraim

Research outputs 2022 to 2026

Environmental concerns, such as human alteration, pollution, and the effects of climate change, have had a significant impact on the survival of beaches worldwide. In Ghana, beaches face numerous threats stemming from human activities, such as deforestation, construction, sand mining, open defecation, and disposal of waste into the sea. Moreover, other factors such as strong winds, high waves, and the effects of climate change contribute to beach vulnerability. This paper is part of a broader study that investigated the environmental attitude and behavior of the Fisher Folks along coastal beaches in the Winneba Municipality in Ghana. Although the broader study …

States Should Legalize Online Casinos To Discourage Consumers From Playing At Offshore Cryptocurrency Casinos, Generate Tax Revenue, And Increase Consumer Protection, Cole Clark

FIU Law Review

No abstract provided.

Normalizing Facial Recognition Technology And The End Of Obscurity, Woodrow Hartzog, Evan Selinger, Judy Hyojoo Rhee

Faculty Scholarship

This article argues that facial recognition technology is the most dangerous surveillance tool ever invented. Given the unique threats this morally suspect tool poses to privacy, civil liberties, human flourishing, and democracy, the only appropriate response is a ban. To justify our position, we explain why facial recognition is distinctive among biometrics, clarify how even seemingly benign and positive uses of the technology can trigger dangerous normalization dynamics, and pinpoint why current United States laws (with reverberations in the EU’s AI Act) are designed to accelerate a slippery slope that makes mass surveillance nearly inevitable. Our most fundamental contribution lies …

How Not To Democratize Algorithms, Ngozi Okidegbe

Faculty Scholarship

A growing set of jurisdictions has embraced “consultative algorithmic governance,” the idea that community members, particularly racially and otherwise politically marginalized ones, should be involved in the processes by which state institutions procure, construct, implement, and oversee artificially intelligent algorithms employed in public sector decision-making. Consultative processes range from public hearings that provide communities with an opportunity to comment about anticipated algorithmic use to community advisory boards that help public officials evaluate the impact of current or future algorithmic use.

This Article argues that consultative algorithmic governance is critically flawed and then builds upon this critique to point toward a …

Judicial Accountability, Anya Bernstein

Faculty Scholarship

Judicial decisions are moving ever more authority over regulatory statutes away from agencies and to courts instead. One justification offered for this power transfer: agencies lack the accountability of courts. This Article takes up that claim, assessing the institutions’ relative capacities for accountability in their authoritative interpretations of regulatory statutes—agency regulations and court rulings. I take accountability to involve actors undertaking reasoned decisionmaking grounded in publicly recognized values and facts and justifying their decisions to others who can evaluate, influence, or override those judgments. Accountability thus involves a give and take: it gives an account of government reasoning to a …

Artificial Intelligence & Criminal Justice: Cases And Commentary, Benjamin Perrin

All Faculty Publications

When I was given the chance to develop a seminar this year at UBC’s Peter A. Allard School of Law, I jumped at the opportunity to develop something new and engaging. After brainstorming ideas with students, it quickly became evident that there was substantial interest and enthusiasm for a seminar on the growing integration of artificial intelligence and the criminal justice system.

Embarking on this journey has been a steep learning curve for me as my students and I worked together to shape the course along with input from generative AI tools like ChatGPT, Gemini and Perplexity, along with open-source …

Street Outreach And Reentry: The Role Of Community Violence Intervention In The Reintegration Of Returning Citizens, Hilary Jackl

Electronic Theses & Dissertations (2024 - present)

Amidst ongoing efforts to reduce the nation’s prison population, as well as calls to defund the police and invest in civilianized public safety strategies following the murder of George Floyd, community-based violence intervention (CVI) strategies have been increasingly recognized as a critical means by which to ameliorate the United States’ enduring gun violence problem without exacerbating the harms of overpolicing and mass incarceration. However, most contemporary CVI research has assessed program impacts on neighborhood rates of gun violence and has produced conflicting findings, leading scholars to call for the need to examine a wider range of program-related functions and outcomes. …

Explaining Mass Shooting Motivations: A Case Survey Analysis Of Us Mass Shootings (2006-2024), Isaiah H. Harris

Electronic Theses & Dissertations (2024 - present)

Research on the motivations behind mass shootings remains inconclusive as these events often lack a singular or explicit cause. The motivations of mass shooters are complex, shaped by the interplay of psychological, social, and ideological factors. While some attacks are clearly driven by extremist beliefs, others appear to stem from less defined forces such as depravity or sadistic intent. Existing typologies, such as Langman’s (2009) analysis of school shooters, offer valuable insight but are limited in scope. This study expands upon previous research by examining U.S. mass shootings from 2006 to 2024 to determine whether such events are more frequently …

Welfare States And Imprisonment Rates: Revisiting The Study Of Public Assistance And Punishment In The United States, Stefan Ivanov

Electronic Theses & Dissertations (2024 - present)

In the past fifty years, the United States has seen significant changes in both the criminal legal system and the welfare state. The incarceration rate surged by 475% from 1972 to 2007, driven by state-level decisions about criminal legal policy and disproportionately affecting Black Americans. Simultaneously, welfare programs became less generous, especially for those deemed “undeserving.” A long line of social science scholarship emphasizes that these two major social institutions—the welfare state and the carceral state—must be considered as complementary and alternative methods of managing marginalized groups. Quantitative research often confirms these claims, finding a durable inverse relationship between welfare …

A Structurationally Informed View Of Emergency Medical Services Professionals’ Work-Related Communication And Behaviors While Off Duty, Susan J. Burnett

Electronic Theses & Dissertations (2024 - present)

Work-life interrelationships and boundaries are common areas of study in communication research. While some scholars maintain that the domains of work and personal lives and their boundaries are static and exist in designated times and spaces, others argue that domains are constructed around situated contexts and through the performance of situated activities that not only produce a time and place for the domain but call upon enactment of an identity appropriate for managing the domain and the boundaries around it. The people who work in emergency medical services (EMS), emergency medical services professionals (EMSPs) face special challenges in managing work-life …

Divided By Fear: The Influence Of Political Beliefs On The Perception Of Extremist Groups, Hannah A. Scott

Electronic Theses & Dissertations (2024 - present)

Acts of violent extremism and support for political violence have increased in the United States over the past decade. Previous studies have primarily focused on the differences in risk perception between White Supremacists and Islamic Extremists/Jihadists, neglecting other ideological movements. This study utilizes data from the fifth wave of the Chapman Survey of American Fears and employs ordinal logistic regression to compare the fear of seven different extremist groups and movements: Islamic Extremists/Jihadists, the Militia/Patriot Movement, White Supremacists, Extreme Environmentalists, Extreme Animal Rightists, Anti-Immigration Groups, and ANTIFA. The findings reveal notable differences across political parties (Democrats, Republicans, and Independents) and …

Impact Of The New York State Gender Recognition Act On Mental Health Outcomes Among Non-Binary Adults Served By The New York Public Mental Health System, Sahil Chaudhry

Electronic Theses & Dissertations (2024 - present)

This dissertation explores the impact of the 2021 New York State Gender Recognition Act (GRA) on mental health outcomes and service utilization among non-binary adults in the public mental health system. The GRA introduced pivotal legal reforms—including the option for an “X” gender marker and self-attestation for gender identity changes on state-issued documents—designed to affirm gender diversity and reduce structural barriers for transgender and non-binary populations. Guided by gender affirmation theory and minority stress frameworks, this study investigates how these legal shifts relate to changes in mental health service engagement and psychological well-being among non-binary individuals.

Using a difference-in-differences (DD) …

Naloxone Availability And Affordability: An Analysis Of Pharmacies Across New York State, Dina R. Maloney

Electronic Theses & Dissertations (2024 - present)

The United States (US) has experienced a significant increase in the number of opioid overdose deaths since 1999. Drug overdoses are now the leading cause of accidental death in the US, surpassing other injury causes such as motor vehicle accidents. Opioids are most commonly associated with drug overdose deaths. The opioid overdose reversal medication naloxone, commonly known by the brand name Narcan®, has gained popularity in recent years as a critical tool for reducing the number of opioid overdose deaths. Naloxone Access Laws (NALs) and standing orders have been implemented by states nationwide in an effort to increase the availability …

A Dynamically Adapting Forecast Cone Based On Ensemble Spread, Michael N. Barletta

Electronic Theses & Dissertations (2024 - present)

Dynamically based ensemble prediction systems have gained considerable attention because they can provide a greater range of possible forecast outcomes and quantify the uncertainty in forecasts. In turn, forecasters can convey clearer messages to the public on the range of forecast scenarios and display inherent uncertainty in weather forecasts, which can be difficult to do with deterministic forecasts. Although global ensemble prediction systems have demonstrated skill in their probabilistic track predictions, the information contained within them is not always fully utilized beyond the mean forecast and standard deviation (i.e., spread). One way that these ensembles could be better employed is …

Reflections On The Ferguson Report, Eisha Jain

Faculty Publications

This Essay reflects on the significance of the Investigation of the Ferguson Police Department by the Civil Rights Division of the Department of Justice (“Ferguson Report”). The Ferguson Report is a valuable teaching tool for criminal procedure because it documents detailed cases of police misconduct. But it also reveals how many deeply intrusive and over-reaching policing practices are not, in fact, unconstitutional. Reading the Report offers a window into how the law can enable misconduct, and it reveals how little opportunity the community affected had to create change.

The Nuances Of Prosecutorial Nonenforcement, Meighan R. Parsh, Carissa Byrne Hessick

Faculty Publications

The academic literature on prosecutors is divided: Some commentors believe that prosecutors should more aggressively use their ability to decline to bring charges, decreasing the overall number of criminal cases and helping to address the problem of mass incarceration. Others believe that broad prosecutorial nonenforcement poses significant risks to our constitutional order and public safety. While the visibility of this debate has increased—spilling over from the pages of law reviews into political campaigns and headlines—the terms of this debate are at times unclear. Prosecutorial nonenforcement is a multifaceted phenomenon, and discussions about its costs and benefits can obscure necessary tradeoffs …

Sealed Justice: Federal Courts' Inconsistent Record-Sealing Rules And Their Impact On Judicial Transparency, David S. Ardia

Faculty Publications

Public access to court records is a cornerstone of democratic governance, enabling public oversight of the judiciary and fostering confidence in the rule of law. Despite a strong presumption in favor of openness under both the First Amendment and common law, the sealing of federal court records has become widespread, often with minimal judicial scrutiny. Re-cent investigations have revealed that excessive court secrecy shields government and corporate misconduct, conceals vital public-safety information, and erodes public confidence in the courts.

This Article presents the first comprehensive analysis of the local rules governing sealing in all 94 federal districts, reviewing more than …

“This Is Everyone's Issue”: Policy Entrepreneurs, Issue Framing, And Coalition Building In The Passage Of Automatic Criminal Record Expungement, Elsa Y. Chen, Sarah E. Lageson, Ericka B. Adams

Faculty Research, Scholarly, and Creative Activity

Research Summary: Since 2018, at least 12 U.S. states have introduced policies to expunge certain eligible arrest and criminal conviction records through automated or algorithmic means. Drawing on interviews with governmental representatives and community stakeholders, this paper identifies strategies used to pass this legislation in Pennsylvania and Utah, the first two states to enact automated expungement policies. We frame our findings around three established theoretical frameworks of public policy making—policy entrepreneurship, issue framing, and coalition building—illustrating their combined strategic importance with data gathered from those involved on the ground in the passage and adoption of automated expungement legislation. The findings …

International School Leaders’ Lived Experiences Of Crises And Perceptions Of Trust, Shary L. Marshall

Theses and Dissertations--Educational Leadership Studies

International school leaders worldwide have navigated their schools through a variety of crises. Their unique lived experiences offer insights into the role of trust in leadership, particularly during times of crisis.

This qualitative study employed a phenomenological approach to explore the lived experiences of 12 experienced international school leaders. Data was collected through semi-structured interviews. Using the theoretical lenses of authentic leadership, sensemaking, loose coupling, and crisis leadership, this study illuminates the central role of trust in leading schools through crises.

Three significant themes emerged from the analysis. First, trust is foundational to leadership and is built through intentional, transparent …

Predictive Policing - Leveraging Cctv Data And Ai For Crime Hotspots, Maitha Ahmad

Theses

This thesis explores fine-grained sentiment analysis in the context of police social media posts, leveraging hybrid approaches to manage the rapid flow of big data and mitigate its negative impact on youth. As social media becomes a primary medium for public interaction, understanding sentiment within police-related posts is crucial for law enforcement agencies to gauge public opinion and address community concerns effectively. The rapid dissemination of information and the potential for negative sentiments to spread swiftly pose significant challenges, particularly for young audiences. The research begins with a comprehensive review of existing sentiment analysis techniques and their applicability to large-scale …

Working With Similarities And Differences: Relational Processes In Transdisciplinary Qualitative Research With Diverse Teams, Michael S. Dao, Soma De Bourbon, Melissa Mcclure Fuller, Miranda Worthen

Faculty Research, Scholarly, and Creative Activity

Transdisciplinary research and research teams are becoming increasingly valued in academic spaces. The potential of transdisciplinary research is that the diversity of thought and experience can create robust research processes from project inception, methodological protocol, data collection, data analysis and reporting output. Yet, transdisciplinary research teams can also bring about complications pertaining to conflicting epistemological perspectives, areas of expertise, and objectives for applied impact. In noting the benefits and downsides of transdisciplinary research, this article aims to detail how a transdisciplinary research team navigated a qualitative and participatory longitudinal research project. Drawing from a larger community-based participatory research project, the …

Risk Factors Of Covid-19 Mortality, Ellie Wolff

The Science Journal of the Lander College of Arts and Sciences

This paper investigates the relationship between key health demographics and COVID-19 mortality while focusing on identifying both physiological and genetic factors that contribute to variations in mortality rates. Specifically, it examines how pre-existing conditions—such as sex, autoimmune disorders, cardiovascular diseases, and obesity—interact with COVID-19 pathophysiology to influence patient outcomes. While previous research has highlighted demographic disparities in hospital mortality rates, this study aims to establish a causal, mechanistic link between these health factors and COVID-19 severity. Methods to extract and analyze data included literature review using existing studies such as peer-reviewed articles and reports from PubMed, CDC, etc. By analyzing …

Ecarrots: Prison Control And Profits From Correctional Tablets, Justin Iverson

Scholarly Works

In recent years, tablets have gained tremendous popularity behind bars for their ability to expand access to educational and rehabilitative services for people in prison. However, there are downsides to tablet implementation, including high costs at the expense of a captive population and shifting power dynamics resulting in possible volatility. This Article examines the use of correctional tablets in jails and prisons as mechanisms for administrative control and profit-making in an era of beleaguered correctional budgets. It also considers legal and policy implications related to the disproportionately negative impact of the introduction of tablets on people in poverty, increased dependency …

‘Antibiotics Are Like Gold’: A Qualitative Study Of Patient Perspectives On The Use Of Antibiotics Without A Prescription, Lindsey A Laytner, Patricia Chen, Barbara Wells Trautner, Susan Nash, Ashley Collazo, Fabrizia Faustinella, Kiara Olmeda, Azalia Mancera, Roger Zoorob, Michael K Paasche-Orlow, Larissa Grigoryan

Faculty, Staff and Students Publications

Background: Using antibiotics without a prescription (non-prescription use) is common in the USA and contributes to antibiotic misuse, potentially harming individuals and threatening public health. At the individual level, safety issues related to non-prescription use include adverse drug reactions and disruption of healthy microbiomes. At the public health level, non-prescription use increases the risk of antimicrobial resistance.

Objectives: This qualitative study explored the reasons and motivations underlying non-prescription use among adult outpatients with varying healthcare coverage and education.

Methods: We used purposive sampling to recruit participants who endorsed using non-prescription antibiotics in a larger quantitative survey. Participants were patients recruited …

Criminal Procedure Without Consent, Kate Weisburd

Faculty Scholarship

Scholars and advocates have long argued that a person’s consent to a warrantless police search is often so inherently coerced, uninformed, and shaped by race, class, gender, citizenship status, and disability that to call it a “choice” is fiction. This critique is not limited to police searches based on consent. Waiving rights and consenting to otherwise unconstitutional state action permeates criminal procedure. The definition of a seizure, the third-party doctrine, custodial confessions, plea bargains, and agreements to alternatives to incarceration (such as GPS ankle monitoring) all hinge on the idea of voluntary choices—choices that are often just as coerced and …

Secretive Sheriffs: Opacity And Variation In California's Jail Responses To Covid-19, Hadar Aviram, Aparna Komarla

Faculty Scholarship

Agnotology is the study of culturally induced ignorance or doubt, particularly the publication of inaccurate or misleading scientific data. In this Article, we draw attention to a disturbing site of agnotology: healthcare in California jails. Often obscured because of the attention to state prisons, jails were sites of opacity and misinformation, largely because of sheriffs’ refusal to collaborate with data collection efforts—both coordinated by the state and solicited through non-profits.

Building on the data collection effort of the Covid In-Custody Project and on public advocacy efforts of the #StopSanQuentinOutbreak coalition and its off-shoots, we show the chasm between data on …

Facial Recognition Technology And The First Amendment, Joseph A. Tomain

Articles by Maurer Faculty

The growing ubiquity of facial recognition technology (FRT) is a problem. While much has been written on harmful government use of FRT, little has been written regarding harmful private actor use. This Article helps fill a gap in the literature by providing a detailed analysis of the First Amendment interests at stake when private actors use FRT. Specifically, this Article analyzes whether laws that limit the use of publicly available photographs to create faceprints for inclusion in FRT databases violate the First Amendment rights of private actors.

In May 2025, a multidistrict litigation against Clearview AI, an FRT company, offered …

"17 Going On 23": Sentencing Young People To Life In Canada, Debra Parkes

All Faculty Publications

This paper analyzes reported Canadian cases from 2008 to 2022 in which young people were sentenced for murder. It shows that, at least in these reported decisions, sentencing young people as adults for murder is not rare. The Crown routinely seeks life sentences for young people and the court orders them in the vast majority of cases in which they are sought. Life sentences for young people have become normalized and expected in murder cases, rather than exceptional. This paper delves into the case law to get a better picture of why and how this is happening.

Automated Methods For Estimating Blood Alcohol Concentration Level From Facial Cues, Ensiyeh Keshtkaran

Theses: Doctorates and Masters

This thesis investigates different approaches for detecting alcohol intoxication in drivers by analysing facial video data. Tackling this issue necessitates the creation of a novel dataset to overcome the limitations of existing datasets. The dataset constructed in this study is the first to include RGB video recordings of individual faces at varying levels of alcohol intoxication during simulated driving, featuring 60 participants with BAC levels ranging from 0 to 0.165 g/100ml. The constructed dataset not only supports this thesis, but also offers the broader scientific community a valuable resource for further study and development.

Building on this, this thesis presents …