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2026

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Elementary Teachers' Perceptions On Mtss, Inclusion And Instructional Pedagogy, Sarah Mccusker Jan 2026

Elementary Teachers' Perceptions On Mtss, Inclusion And Instructional Pedagogy, Sarah Mccusker

All Capstone Projects

The purpose of the study was to examine elementary teachers’ perceptions of the multi-tiered system of support (MTSS) implementation process, their understandings of inclusion, and the ways these beliefs informed their pedagogy. To gain deeper insight into these dynamics, a phenomenological approach was employed, in which elementary educators were invited to participate in interviews that focused on the MTSS process in their school contexts. Findings revealed teachers’ interpretations of inclusive classrooms, their perceptions of MTSS frameworks, and the strategies they used to address students’ academic and behavioral needs while recognizing individual strengths. Teachers shared their beliefs about students who do …


Non-Congenital Hsv-1 Keratitis In An Immunocompetent 9-Month-Old Infant, Caleb A Casanova, Stephanie Trejo Corona, Stephen F Pflugfelder Jan 2026

Non-Congenital Hsv-1 Keratitis In An Immunocompetent 9-Month-Old Infant, Caleb A Casanova, Stephanie Trejo Corona, Stephen F Pflugfelder

Faculty, Staff and Students Publications

Isolated, non-congenital herpes simplex virus type 1 (HSV-1) keratitis in immunocompetent infants is exceedingly rare and may be easily misdiagnosed, leading to delays in appropriate antiviral therapy. This case is unique in that it describes HSV-1 keratitis in a healthy 9-month-old infant presenting without systemic illness, initially treated as bacterial conjunctivitis. The patient presented with unilateral eye pain, redness, and corneal opacification. Subsequent evaluation revealed HSV-1 keratitis, and the patient was treated with intravenous acyclovir in combination with topical moxifloxacin and topical ganciclovir, resulting in complete resolution of symptoms within one week. This case adds to the limited literature on …


Point-Of-Care Ultrasound Foundations In Physics And Image Acquisition: An Innovative Hands-On Active Learning Workshop, Cherie Tator, Saul Flores, Alan Riley, Kiyetta Alade Jan 2026

Point-Of-Care Ultrasound Foundations In Physics And Image Acquisition: An Innovative Hands-On Active Learning Workshop, Cherie Tator, Saul Flores, Alan Riley, Kiyetta Alade

Faculty, Staff and Students Publications

Introduction: We developed an innovative, active learning workshop to introduce foundations of point-of-care ultrasound (POCUS) physics and instrumentation. The workshop design aimed to reduce cognitive load and encourage learner-centered engagement through hands-on exploration that reinforces key principles and connects theory to practice.

Methods: First-year medical students participated in small-group, student-driven exercises to explore POCUS machine controls, transducers, and image acquisition skills. Each group was supported by a faculty member to guide activities and ensure accuracy. Students scanned pickles, hard-boiled eggs, and olives with pits; these items were selected for their low cost, sonographic characteristics, and recognizability. Later in the semester, …


How Do African American Alumni At Private Predominantly White Institutions Describe And Interpret The Influence Of Culturally Responsive Support Spaces On Their Sense Of Belonging, Academic Persistence, And Long-Term Professional Development With The Institutional Context, Karen Williams-Blackman Jan 2026

How Do African American Alumni At Private Predominantly White Institutions Describe And Interpret The Influence Of Culturally Responsive Support Spaces On Their Sense Of Belonging, Academic Persistence, And Long-Term Professional Development With The Institutional Context, Karen Williams-Blackman

All Student Theses and Dissertations

This qualitative case study examined how African American alumni at a private, predominantly White institution (PWI) in the Midwest described and interpreted the influence of culturally responsive support spaces on their sense of belonging, academic persistence, and long-term professional development. Culturally responsive support spaces are defined as environments that affirm identity, provide protection, and foster community, offering relational and cultural validation beyond traditional institutional diversity or compliance-based initiatives. Guided by Critical Race Theory (CRT) and Validation Theory (VT), this research examined how alumni interpreted their interactions with these support spaces and how such experiences influenced their academic trajectories and enduring …


Linking Social Entrepreneurship To Crime Reduction Among Young African Americans In Chicago’S South And West Sides, Grady C. Wheaton Jr. Jan 2026

Linking Social Entrepreneurship To Crime Reduction Among Young African Americans In Chicago’S South And West Sides, Grady C. Wheaton Jr.

All Student Theses and Dissertations

This study examined community members’ perceptions of social entrepreneurship as an employment-centered strategy for addressing youth violence among African Americans on Chicago’s South and West Sides. The study was guided by the following research question: Can social entrepreneurship be leveraged to reduce youth violence among African Americans on Chicago’s South and West Sides, as perceived by community members? Using Fillmore Laundry, a healthcare linen-processing social enterprise located in North Lawndale, as a case example, this quantitative, cross-sectional study collected survey data from 99 eligible community members recruited through community-based partnerships. The survey assessed perceived youth- and community-level program benefits, evaluations …


Exploring Management Strategies To Reduce Workplace Violence: Perceptions Of Illinois Healthcare Professionals, Mary Mack Jan 2026

Exploring Management Strategies To Reduce Workplace Violence: Perceptions Of Illinois Healthcare Professionals, Mary Mack

All Student Theses and Dissertations

This qualitative study examined how managers of nonprofit healthcare facilities in the Chicago metropolitan area implement strategies to reduce workplace violence, what these strategies are and how they are carried out, and what organizational factors facilitate or impede their implementation. Semi-structured interviews were conducted with seven healthcare professionals in management or safety-oriented roles across seven facilities, purposefully sampled through the researcher's professional network. Findings revealed four recurring patterns across the sample. Prevention infrastructure was installed reactively, following specific triggering incidents rather than anticipating documented risk. Facilities consistently favored lower-cost mitigation measures over more resource-intensive prevention strategies. Reliance on short-tenure contract …


The Lived Experiences Of Counselors Working With Adults Suffering From Major Depression In Nursing Home Facilities. A Qualitative Phenomenological Study Grounded In A Wellness Perspective, Melissa Arguelles De Jesus Jan 2026

The Lived Experiences Of Counselors Working With Adults Suffering From Major Depression In Nursing Home Facilities. A Qualitative Phenomenological Study Grounded In A Wellness Perspective, Melissa Arguelles De Jesus

All Student Theses and Dissertations

There is new knowledge that major depression disorder (MDD), specifically, is one of the most encountered mental health diagnoses assigned among older adult residents who live in a nursing home (NH) setting (Matos Queiros et al., 2021). Antidepressants are known to be the main improvement factor and optimal management for treating depression; however, consideration for other treatment modalities continues to be explored (Voineskos et al., 2020). Wellness counseling, which is known to foster a person-centered approach, may help NH residents develop coping skills to enhance both overall welfare and everyday functioning across multiple domains. Residents can be empowered as decision …


School-Level Gaps In Mmr Coverage As The Fuel For Measles Outbreaks, Meagan C Fitzpatrick, Chad R Wells, Abhishek Pandey, Lamia Ayaz, Peter J Hotez, Seyed M Moghadas, Alison P Galvani Jan 2026

School-Level Gaps In Mmr Coverage As The Fuel For Measles Outbreaks, Meagan C Fitzpatrick, Chad R Wells, Abhishek Pandey, Lamia Ayaz, Peter J Hotez, Seyed M Moghadas, Alison P Galvani

Faculty, Staff and Students Publications

No abstract provided.


Cerebellar Deep Brain Stimulation Rescues Purkinje Cell Mitochondrial Density In A Genetic Mouse Model Of Cerebellar Ataxia, Lauren N Miterko-Myers, Lauren E Peacoe, Lita Duraine, Zhongyuan Zuo, Roy V Sillitoe Jan 2026

Cerebellar Deep Brain Stimulation Rescues Purkinje Cell Mitochondrial Density In A Genetic Mouse Model Of Cerebellar Ataxia, Lauren N Miterko-Myers, Lauren E Peacoe, Lita Duraine, Zhongyuan Zuo, Roy V Sillitoe

Faculty, Staff and Students Publications

Deep brain stimulation (DBS) improves motor function in a growing list of movement diseases including Parkinson's disease, dystonia, and tremor. There is evidence that DBS may also be effective in ataxia. It is not known why DBS is effective, but modulating cell activity and conferring neuroprotection are hypothesized to underlie its benefits. Understanding the effects of DBS on neurons is paramount to extending its clinical use in the treatment of various motor and non-motor diseases. Here, we stimulated the cerebellum of Car8 waddles (Car8wdl) mice, given the cerebellum's important role in ataxia pathophysiology. Using transmission electron microscopy, we tested the …


Campus Crises And The Limits Of Title Vi, Suzanne B. Goldberg, Olatunde C.A. Johnson Jan 2026

Campus Crises And The Limits Of Title Vi, Suzanne B. Goldberg, Olatunde C.A. Johnson

Faculty Scholarship

This Piece examines the deployment of Title VI of the Civil Rights Act of 1964 as a mechanism for regulating campus conflict following the 2023 to 2024 campus protests and seeks to reset the discourse in light of the statute’s history, doctrine, and role in higher education. Title VI is an important tool for addressing identity-based harassment, epithets, and violence between students, but it is neither designed nor effective as a tool for negotiating clashes between universities’ cornerstone commitments to robust debate and an optimal learning environment for all students. In converting the statute from a source of protection against …


Why Constitutional Argument Matters, Philip C. Bobbitt Jan 2026

Why Constitutional Argument Matters, Philip C. Bobbitt

Faculty Scholarship

The program for this symposium promised that I would be discussing the “descriptive grammar of constitutional law.” To put my purpose less benignly, I should say that I mean to attack the practice of limiting what I will call “modal analysis” to its descriptive virtues. Part of that attack will be the claim that courts and their commentators should pay closer attention to the modal requirements of the fundamental forms of constitutional discourse, but not because straying from this is a kind of grammatical faux pas. After all, if the system I have urged for constitutional analysis — the system …


Disconsents, Daryl J. Levinson, David E. Pozen Jan 2026

Disconsents, Daryl J. Levinson, David E. Pozen

Faculty Scholarship

Consent is an indispensable standard and organizing principle in any liberal legal order that prizes self-directed autonomy, self-identified preferences, and collective agreement. Yet consent’s capacity to advance those values has become increasingly uncertain in a society beset by power imbalances, information asymmetries, and multiple forms of polarization. In this Article, we document how the rise of neoliberalism has led to greater reliance on consent throughout U.S. law, while at the same time leading to greater doubts about its moral efficacy and empirical feasibility. Connecting and generalizing pathologies of consent-based regulation that have been identified within myriad domains, the Article identifies …


Finding Aid For The Mississippi Politics Collection (Mum00316) Jan 2026

Finding Aid For The Mississippi Politics Collection (Mum00316)

Archives & Special Collections: Finding Aids (alphabetical)

Artificially created collection on individual Mississippi politicians and the state’s politics in general.


Eligibility For Anti-Amyloid Treatment In A Multiethnic Community-Based Study, Lydia Trudel, Joseph Therriault, Arthur C Macedo, Karin L Meeker, Meredith N Braskie, Arthur W Toga, Serge Gauthier, Paolo Vitali, Suzanne E Schindler, Sid E O'Bryant, Pedro Rosa-Neto Jan 2026

Eligibility For Anti-Amyloid Treatment In A Multiethnic Community-Based Study, Lydia Trudel, Joseph Therriault, Arthur C Macedo, Karin L Meeker, Meredith N Braskie, Arthur W Toga, Serge Gauthier, Paolo Vitali, Suzanne E Schindler, Sid E O'Bryant, Pedro Rosa-Neto

2020-Current year OA Pubs

INTRODUCTION: The approval of anti-amyloid monoclonal antibodies (mAbs), including lecanemab and donanemab, represents a significant advance in disease-modifying therapies (DMTs) for early Alzheimer's disease (AD). While appropriate use recommendations (AURs) have been established to guide clinical decision-making, the proportion of individuals with cognitive impairment in real-world, multiethnic populations meeting eligibility criteria remains unknown, as do potential differences in treatment-related risks across ethnic groups.

METHODS: We included 513 cognitively impaired individuals from the Health and Aging Brain Study-Health Disparities study, a multiethnic community-based cohort. Eligibility for lecanemab and donanemab was determined using published AUR criteria. Counts of amyloid-related imaging abnormalities were …


Strategies To Optimize Skill Acquisition And Prevent Skill Decay For The Air Transport Clinician, Mckayley Green, Aaron J Lacy, James L Li, John E Schneider Jan 2026

Strategies To Optimize Skill Acquisition And Prevent Skill Decay For The Air Transport Clinician, Mckayley Green, Aaron J Lacy, James L Li, John E Schneider

2020-Current year OA Pubs

No abstract provided.


Hepatitis C Among Persons Who Inject Drugs In New York State: Progress Towards Elimination, Meredith A. Barranco Jan 2026

Hepatitis C Among Persons Who Inject Drugs In New York State: Progress Towards Elimination, Meredith A. Barranco

Electronic Theses & Dissertations (2024 - present)

Background: Hepatitis C virus (HCV) infection is one of the leading causes of liver disease in the United States (US) and worldwide. In the United States today, HCV is transmitted primarily through injection drug use (IDU) and therefore disproportionately impacts persons who inject drugs (PWID), a population with a range of complex social and health needs. HCV is not vaccine-preventable but can be cured in over 90% of cases with an 8–12-week course of daily direct-acting antiviral (DAA) medication. Since approval of curative medications in 2014, various jurisdictions have developed plans to eliminate HCV. In 2021, the New York State …


Bayesian Modelling On Periodically And Multiple Periodically Correlated Time Series Data, Jie Yao Jan 2026

Bayesian Modelling On Periodically And Multiple Periodically Correlated Time Series Data, Jie Yao

Electronic Theses & Dissertations (2024 - present)

Time series with multiple periodically correlated (MPC) components present a complex challenge, with relatively limited prior research. Most existing models are designed for simpler periodically correlated (PC) components and often struggle with over-parameterization, optimization issues, and capturing complex PC patterns within a time series. Frequency separation techniques can help preserve the correlation structure of individual PC components, while Bayesian methods can integrate new and prior information to refine beliefs about these components. This study proposes a two-stage approach that combines frequency separation and Bayesian techniques to forecast PC and MPC time series data. This method aims to demonstrate improved effectiveness …


The Effects Of Vitamin K On Neuronal Ferroptosis, Chelsey P. Eighmey Jan 2026

The Effects Of Vitamin K On Neuronal Ferroptosis, Chelsey P. Eighmey

Electronic Theses & Dissertations (2024 - present)

Dementia is a crippling illness affecting millions worldwide causing significant public health burdens with long-term care. The lack of treatment options results in many years of suffering for affected individuals and their loved ones who often become primary caretakers. Decades of study have focused on treating dementia with little-to-no success, so an emphasis is needed on attempting to prevent disease progression altogether. This research explored vitamin K as a potential strategy for prevention of dementia onset or progression through the mechanism of suppressing ferroptosis. Ferroptosis is a type of cell death suggested to contribute to the hallmark traits of Alzheimer’s …


Reduced Threat-Related Neural Efficiency: A Possible Biomarker For Pediatric Anxiety Disorders, Julia O. Linke, Reut Naim, Simona P. Haller, Parmis Khosravi, Beck Scheinberg, Meghan E. Byrne, Anita Harrewijn, Ellen Leibenluft, Melissa A. Brotman, Anderson M. Winkler, Daniel Samuel Pine Jan 2026

Reduced Threat-Related Neural Efficiency: A Possible Biomarker For Pediatric Anxiety Disorders, Julia O. Linke, Reut Naim, Simona P. Haller, Parmis Khosravi, Beck Scheinberg, Meghan E. Byrne, Anita Harrewijn, Ellen Leibenluft, Melissa A. Brotman, Anderson M. Winkler, Daniel Samuel Pine

School of Medicine Publications

Objective: Pediatric anxiety disorders are common and predict adult psychopathology, yet current treatments, such as cognitive-behavioral therapy (CBT), produce lasting remission in less than 50% of affected youths. To support the search for improved, mechanistically grounded interventions, this study evaluated neural efficiency, defined as similarity in functional connectivity between a threat task and rest, as a potential biomarker. The study evaluated neural efficiency in relation to anxiety diagnosis and treatment response.

Methods: The authors compared 103 youths with an anxiety disorder diagnosis (mean age, 12.5 years [SD=2.91], 62% female) to 103 youths with no psychiatric diagnosis (mean age, 13.4 years …


The Impact Of Sports Betting Legalization On Marital Status, Hosea Gitonga Njogu Jan 2026

The Impact Of Sports Betting Legalization On Marital Status, Hosea Gitonga Njogu

Theses and Dissertations

This study examines the causal Impact of sports gambling legalization on marital stability in the United States using data from the Current Population Survey Annual Social and Economic Supplement (CPS-ASEC) and the American Community Survey (ACS) from 2013 to 2024. The analysis leverages variation in the staggered adoption of state-level sports gambling laws and applies two-way fixed effects, event-study, and the Callaway and Sant’Anna (2021) difference-in-differences estimators, controlling for geographic and individual characteristics. Legalization increases divorce rates by 0.42 percentage points in the CPS and 0.51 percentage points in the ACS, corresponding to increases of 2.4% and 2.6%, or approximately …


Managing Multi-Drug Resistance: An Evolutionary Game Theory And Optimal Control Approach, Shukhrat Nasrulloev Jan 2026

Managing Multi-Drug Resistance: An Evolutionary Game Theory And Optimal Control Approach, Shukhrat Nasrulloev

Theses and Dissertations

Multi-drug resistance is an evolutionary process in which treatment eliminates sensitive cells, allowing resistant clones to dominate. This thesis investigates this process using a framework integrating population dynamics, evolutionary game theory, and optimal control theory. We develop a two-population logistic growth model describing competition between drug-sensitive and drug-resistant cells under treatment, construct dose-dependent payoff matrices and replicator dynamics to characterize evolutionary competition, and derive a critical drug level Dcrit = (rS - rR)/(dS - dR) at which resistant cells gain a fitness advantage. An optimal control problem is formulated via Pontryagin's Maximum Principle to identify schedules …


Perceived Barriers To Physical Activity And Campus Recreation Facility Usage In College Students Referred Or Not Referred To An Exercise Is Medicine® On Campus Program, Benjamin M. Colbert Jan 2026

Perceived Barriers To Physical Activity And Campus Recreation Facility Usage In College Students Referred Or Not Referred To An Exercise Is Medicine® On Campus Program, Benjamin M. Colbert

Theses and Dissertations

INTRODUCTION: Approximately 36-50% of college students are inactive and report numerous barriers to being physically active. Physical activity (PA) barriers are any obstacle an individual believes affects their PA participation. Individuals who perceive more barriers are less likely to participate in PA and as such, interventions that target barriers may increase PA participation. Exercise is Medicine® on Campus (EIM-OC) is one intervention that may improve PA levels on college campuses by reducing barriers. The purpose of this study was to document PA and campus recreation facility barriers in university students and examine the influence of an individualized EIM-OC intervention …


Informing Policies: Examining Socio-Cultural Factors Influencing The Prevalence Of Gender-Based Violence, Patricia M. Ebubechukwu Jan 2026

Informing Policies: Examining Socio-Cultural Factors Influencing The Prevalence Of Gender-Based Violence, Patricia M. Ebubechukwu

Theses and Dissertations

Despite growing policy attention and legal reforms, Intimate partner violence (IPV) remains a persistent public health and human rights concern in Nigeria. This study examines the socio-cultural influences on the prevalence of gender-based violence among ever-married women in Nigeria using data from the 2024 Nigeria Demographic and Health Survey (NDHS). Drawing on a nationally representative sample of 19,863 women aged 15 to 49, the research investigates how geopolitical zone, internalized gender norms, religious affiliation, educational attainment, and household wealth shape women’s experiences of physical, sexual, and emotional IPV. Guided by social norms theory and the ecological model of violence, the …


Building Resilience And Academic Belonging Through An Educational Intervention For Latine Families, Britney Ramos Jan 2026

Building Resilience And Academic Belonging Through An Educational Intervention For Latine Families, Britney Ramos

Theses and Dissertations

Latine students continue to experience disparities in college persistence and completion despite the growing rate of enrollment in higher education. Previous research has focused on the importance of family involvement, culturally responsive programming, and the sense of belonging for Latine students. However, continued research is needed to better understand how family-centered programs support both Latine youths’ sense of belonging and their perceived preparedness for college. This study focuses on how participation in the Juntos Para Una Mejor Educación program relates to Latine youths’ sense of belonging and perceived preparedness for college, as well as how family expectations shape these outcomes. …


Thinking Machines: Cybernetics, Artificial Intelligence, And Technological Anxiety In The American Cold War, Erin Mae Wilcox Jan 2026

Thinking Machines: Cybernetics, Artificial Intelligence, And Technological Anxiety In The American Cold War, Erin Mae Wilcox

Theses and Dissertations

Following the Second World War, cybernetics emerged as a cross-disciplinary study in philosophy, neurophysiology, electrical engineering, and mathematics. Cyberneticists proposed the formal study of the man-machine analogy; that is, to equate biological structures to a complex mechanical system. Drawing from this analogy, cyberneticists used programmable digital computers to emulate the functions of the human brain. The study of artificial intelligence emerged within this cybernetic discourse in the early 1950s; yet, by the mid-1960s, the two disciplines suffered a methodological fracture. Drawing from a tradition generated by this fracture, historians have traditionally examined cybernetics and artificial intelligence in isolation from one …


Cover Crop Effects On Soil Porewater Nutrients And Hydrothermal Properties, Md Mahadi Hasan Jan 2026

Cover Crop Effects On Soil Porewater Nutrients And Hydrothermal Properties, Md Mahadi Hasan

Theses and Dissertations

Adoption of winter cover crops in the U.S. Midwest may reduce nitrogen (N) and phosphorus (P) leaching from soils, potentially shrinking the hypoxic zone by limiting nutrient runoff into the Gulf of Mexico. To evaluate the impact of selected winter cover crops on soil porewater N and P concentration, a field study was conducted at the Illinois State University Research Farm (ISURF) and the Western Illinois University Research Farm (WIURF). The experimental design was a block experiment with four replications.  Cover crop treatments included a winter fallow, wild pennycress (WPC), golden pennycress (GPC), cereal rye (CR), annual ryegrass (AR), and …


Framing Belonging And Exclusion: A Dialogic Narrative Analysis Of English- And Spanish-Language Immigration Coverage During The Trump 2024 Presidential Election, Evangeline T. Cruz Jan 2026

Framing Belonging And Exclusion: A Dialogic Narrative Analysis Of English- And Spanish-Language Immigration Coverage During The Trump 2024 Presidential Election, Evangeline T. Cruz

Theses and Dissertations

I investigated how English- and Spanish-language news outlets narratively constructed Latinx immigrants during the Trump 2024 presidential campaign, a period marked by heightened anti-immigrant rhetoric and political volatility. While past scholarships examined immigration framing through tone, sentiment, or frequency analysis, limited attention has been given to the deeper narrative structures that shape public meaning-making. This study addresses this gap by applying Dialogic Narrative Analysis (DNA) and Critical Thematic Analysis (CTA) to a bilingual dataset of 120 newspaper articles from The New York Times, Los Angeles Times, El Diario, and La Opinión published between November 2024 and February 2025.

Findings reveal …


Secret-Keeping Experiences Of Young Adults, Jace C. Griffith Jan 2026

Secret-Keeping Experiences Of Young Adults, Jace C. Griffith

Theses and Dissertations

In 2020, researchers Frijns et al. called for a new wave of secret-keeping research which prioritized the person-centric experience of youth keeping secrets. This study added to that collection by comparing two kinds of secret-keeping which are not compared in existing research: secrets which are related to abuse, and secrets which are not. Researchers in the field of child welfare study only abuse-related secret-keeping, almost always qualitatively. Alternatively, researchers of non-abuse secret-keeping or general secret-keeping collect almost entirely quantitative data, absent of the personal experience of secret-keeping.

Through an online survey, 205 undergraduate students were asked to reflect on an …


From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah Jan 2026

From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah

Theses and Dissertations

International graduate teaching assistants (GTAs) from high power distance cultures play a significant role in undergraduate education at U.S. universities, yet they face challenges that go well beyond language proficiency. Coming from educational backgrounds where teacher authority is unquestioned and hierarchical, these GTAs must navigate American classrooms that operate on fundamentally different assumptions, where authority is earned rather than assumed, informality is the norm, and students expect to question, negotiate, and be personally known by their instructors. The present study examined how eighteen (18) international GTAs from seven (7) high power distance countries perceived and adapted to these differences while …


Enhancing Hospital Length Of Stay Using Ai Agent Modular Capabilities, Dami Fred Jan 2026

Enhancing Hospital Length Of Stay Using Ai Agent Modular Capabilities, Dami Fred

Theses and Dissertations

Hospital Length of Stay (LOS) analysis is essential for managing hospital efficiency and financial performance, yet the analytical depth required remains inaccessible to many organizations due to technical and resource constraints. This thesis introduces the AI Agent Modular Capabilities (AIAM) framework, which decomposes LOS analysis into discrete, codifiable capabilities integrated into a single skill activatable with one prompt. Seven AI Agent Modular Capabilities were developed using a Work Breakdown Structure and tested against a simulated hospital scenario across three successive skill versions. Results demonstrate that the packaged AIAM skill produces comprehensive, consistent, multi-section LOS analyses from a single interaction, outperforming …