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A Journey And A Roadmap: Lessons Learned From Co-Creating An After-School Art Program With/For Newcomer Youth From Refugee Communities., Sally Anne Ball Dec 2025

A Journey And A Roadmap: Lessons Learned From Co-Creating An After-School Art Program With/For Newcomer Youth From Refugee Communities., Sally Anne Ball

Graduate Theses and Dissertations

This thesis focuses on my participation in a project developed in collaboration with a non-profit organization, Canopy NWA, with a goal to design and implement an after-school art program for newcomer youth from refugee communities that Canopy serves. This research inquiry is a self- study supported by observation, reflexive practice, and the use of a critical friend for mentorship, collaborative planning, group reflection, and co-developing and co-teaching curriculum. Through investigating my current teaching practices and my lack of experience teaching students from refugee communities, I set out to answer the following two questions: How will my art teaching practices develop, …


Optimizing Indigenous Timber Short-Gap Crossing Designs By Minimizing Wood Moisture Content, Robert Greenwood Dec 2025

Optimizing Indigenous Timber Short-Gap Crossing Designs By Minimizing Wood Moisture Content, Robert Greenwood

Graduate Theses and Dissertations

Reducing moisture content increases wood strength and reduces the weight of timber members. An accurate and efficient method for measuring moisture content is important for the design and construction of indigenous timber short-gap crossings. This study evaluates different methods for measuring moisture content in timber, describes a methodology for developing a representative moisture content value for a timber log, and approaches for quickly drying large timber logs. The results of this thesis will support activities in developing a representative moisture content of a log for structural design purposes and reducing weight for constructability purposes. The approaches discussed were developed considering …


Assessing Neurocognitive Functioning Among Adults Ageing With And Without Hiv At The Kenyan Coast: Measurement Issues And Correlates, Patrick Nzivo Mwangala, Carophine Nasambu, Ryan Wagner, Mihaela Duta, Gaia Scerif, Charles Newton, Amina Abubakar Dec 2025

Assessing Neurocognitive Functioning Among Adults Ageing With And Without Hiv At The Kenyan Coast: Measurement Issues And Correlates, Patrick Nzivo Mwangala, Carophine Nasambu, Ryan Wagner, Mihaela Duta, Gaia Scerif, Charles Newton, Amina Abubakar

Institute for Human Development, East Africa

Background: Cognitive impairment is one of the most prevalent complications of HIV infection, with significant medical and functional impacts. However, valid, and reliable assessment tools are lacking for the newly emergent ageing population of people living with HIV (PLWH) in many parts of sub-Saharan Africa (SSA), including Kenya. Without these tools, critical intervention opportunities, e.g., psychoeducation, treatment and additional support, are missed. To bridge this gap in Kenya, we adapted the Oxford Cognitive Screen Plus (OCSPlus), a tablet-based cognitive assessment tool designed for low-literacy settings, with adults ageing with HIV ≥ 50 years and their uninfected peers. This study examines …


Teaching Methods That Promote Medical Student Attendance: A Scoping Review, Jenny Mills, Sarah Keil, Pat W. Whitworth, Jamie Wiesmueller, Jeff L. Jackson Dec 2025

Teaching Methods That Promote Medical Student Attendance: A Scoping Review, Jenny Mills, Sarah Keil, Pat W. Whitworth, Jamie Wiesmueller, Jeff L. Jackson

Library Faculty Scholarship

Background 

Medical student class attendance, especially traditional lectures, is on the decline. As faculty explore a variety of pedagogical approaches, understanding how to encourage attendance and engagement is critical. The purpose of this scoping review is to explore the literature to better understand the teaching methods that promote attendance.

Methods 

This scoping review was conducted as advised in the Joanna Briggs Institute (JBI) Manual for Evidence Synthesis. Five databases were systematically searched for primary studies on teaching methods that motivated undergraduate medical students to attend or not attend in-person or online synchronous class sessions. A total of 1,313 articles were …


Integrating Data Analytics: Exploring The Best Methods To Evaluate Players’ Performance To Help Gain A Competitive Advantage On The Football Field, Tanner F. Fountain Dec 2025

Integrating Data Analytics: Exploring The Best Methods To Evaluate Players’ Performance To Help Gain A Competitive Advantage On The Football Field, Tanner F. Fountain

Finance Undergraduate Honors Theses

To succeed in the world of sports, leaders need to uncover and utilize any advantage possible in order to gain a competitive advantage over their competition. I discuss how leaders of a sports organization, specifically within the Arkansas Razorback football program, implement the use of analytics on and off the field, as well as how they use their data to create visuals, find potential strengths and weakness, and ultimately help them be more prepared for gameday. Using my personal experience as a Student Analyst for the Razorbacks, along with supplementary information, I share the latest tactics and the strategies for …


From Winans To Wallahee: Treaties, The Washington State Supreme Court, And The Pursuit Of A More Just Rule Of Law, Monte Mills Dec 2025

From Winans To Wallahee: Treaties, The Washington State Supreme Court, And The Pursuit Of A More Just Rule Of Law, Monte Mills

Washington Law Review

The relationship between the United States federal government, the states, and Native Nations has long been at the core of federal Indian law. From the earliest decades of its jurisprudence, for example, the United States Supreme Court struggled in its efforts to analyze and define the rights, authorities, and interactions of Native Nations within and in relation to the evolving structure of constitutional federalism. Treaties between the United States and Native Nations were central to those decisions and provided a necessary, constitutional check against state interests intent on eliminating sovereign Native Nations. Those constitutional and structural implications thus go well …


Social Media's Impact On Female Generation Alpha's Beauty Standards And Consumer Habits, Matisen O'Brien Dec 2025

Social Media's Impact On Female Generation Alpha's Beauty Standards And Consumer Habits, Matisen O'Brien

Theses

This study examines how social media shapes beauty standards and consumer behaviors among female Generation Alpha (ages 7–13). As the first generation fully immersed in digital culture, these young girls face early exposure to influencer marketing, algorithmic promotion, and adult beauty practices, which influence their skincare routines and product preferences. The research highlights the decline of child-centered physical spaces, intensifying their engagement with digital platforms. Using a mixed-methods approach focused on a subgroup of female gymnasts, the study combines quantitative surveys and qualitative analysis to reveal how social media affects identity formation, consumer choices, and related mental health concerns. Results …


The Mayfly Newsletter, Donna Giberson Dec 2025

The Mayfly Newsletter, Donna Giberson

The Mayfly Newsletter

The Mayfly Newsletter is the official newsletter of the Permanent Committee of the International Conferences on Ephemeroptera.


1st Annual Partners Meeting Of The Joint Action Research Program On Fgm In The Horn Of Africa, Population Council Kenya, Population Council Dec 2025

1st Annual Partners Meeting Of The Joint Action Research Program On Fgm In The Horn Of Africa, Population Council Kenya, Population Council

Sexual and Reproductive Health, Rights, and Choices

Funded by the German Federal Ministry for Economic Cooperation and Development (BMZ) and supported by the Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, the first Annual Partners Meeting of the Joint Action Research Programme on Female Genital Mutilation (FGM) in the Horn of Africa was convened from December 9-11, 2025 by the Population Council-led FGM Data Hub in Nairobi, Kenya. The meeting brought together universities and civil society organisations (CSOs) from Ethiopia, Somalia, Somaliland and Sudan to strengthen university-led action research to improve overall efforts to prevent and respond to FGM, gender-based violence (GBV) and/or related gender inequalities.


The Supreme Court Of India's Use Of Inherent Power Under Article 142 Of The Constitution: An Empirical Study, M. P. Ram Mohan, Sriram Prasad, Vijay V. Venkitesh, Sai Muralidhar, Jacob P Alex Dec 2025

The Supreme Court Of India's Use Of Inherent Power Under Article 142 Of The Constitution: An Empirical Study, M. P. Ram Mohan, Sriram Prasad, Vijay V. Venkitesh, Sai Muralidhar, Jacob P Alex

National Law School of India Review

The Constitution of India under Article 142 grants the Supreme Court of India broad inherent powers to do complete justice. The contours of these inherent powers and what it means to achieve complete justice were left to the Supreme Court to determine on its own. In this paper, we empirically examine all the Supreme Court cases from its inception in 1950 till 2023 which use the term “Article 142” or “complete justice.” We found 1579 cases, which were then hand-coded for many variables such as the nature of the case, where the case was appealed from, the temporal distribution, the …


Actual Uses Versus Paper Owners: The Ontario Court Of Appeal’S Decision In Kosicki V Toronto (City) In Context, Sarah E. Hamill Dec 2025

Actual Uses Versus Paper Owners: The Ontario Court Of Appeal’S Decision In Kosicki V Toronto (City) In Context, Sarah E. Hamill

UBC Law Review

No abstract provided.


What Is The Standard Of Review For (Mixed) Constitutional Questions?, Anthony Sangiuliano, Mark Friedman Dec 2025

What Is The Standard Of Review For (Mixed) Constitutional Questions?, Anthony Sangiuliano, Mark Friedman

UBC Law Review

No abstract provided.


Diagnostic Accuracy Of Nanopore Sequencing For Detecting Mycobacterium Tuberculosis And Drug-Resistant Strains: A Systematic Review And Meta-Analysis, Timothy Hudson David Culasino Carandang, Dianne Jaula Cunanan, Gail S. Co, John David Pilapil, Juan Ignacio Garcia, Blanca I. Restrepo, Marcel Yotebieng, Jordi B. Torrelles, Kin Israel Notarte Dec 2025

Diagnostic Accuracy Of Nanopore Sequencing For Detecting Mycobacterium Tuberculosis And Drug-Resistant Strains: A Systematic Review And Meta-Analysis, Timothy Hudson David Culasino Carandang, Dianne Jaula Cunanan, Gail S. Co, John David Pilapil, Juan Ignacio Garcia, Blanca I. Restrepo, Marcel Yotebieng, Jordi B. Torrelles, Kin Israel Notarte

Ateneo School of Medicine and Public Health Publications

Tuberculosis (TB), caused by Mycobacterium tuberculosis (MTB) infection, remains a significant public health threat. The timeliness, portability, and capacity of nanopore sequencing for diagnostics can aid in early detection and drug susceptibility testing (DST), which is crucial for effective TB control. This study synthesized current evidence on the diagnostic accuracy of the nanopore sequencing technology in detecting MTB and its DST profile. A comprehensive literature search in PubMed, Scopus, MEDLINE, Cochrane, EMBASE, Web of Science, AIM, IMEMR, IMSEAR, LILACS, WPRO, HERDIN Plus, MedRxiv, and BioRxiv was performed. Quality was assessed using the Quality Assessment of Diagnostic Accuracy Studies-2 tool. Pooled …


Two Uncited Latin Resources In King Robert Of Naples’ Sermon On Friendship For The Lombard League, Chris Nighman Dec 2025

Two Uncited Latin Resources In King Robert Of Naples’ Sermon On Friendship For The Lombard League, Chris Nighman

History Faculty Publications

This article demonstrates the reception of Thomas of Ireland’s Manipulus florum (1306) and John of Wales’ Communiloquium (ca. 1270) in a sermon by King Robert of Naples (1276-1343) promoting the revival of the military alliance known as the Lombard League, and also his use of the Manipulus in another sermon. A full edition of Robert’s sermon “pro liga Lombardie” is appended. It also corrects the misattribution to Robert of a collection of anecdotes and quotations attributed to ancient philosophers and provides a brief comparative analysis of the short and long recensions of the Communiloquium.


“Starlight Suite”: A Compositional Exploration Of The Argo Navis Constellations In Three Movements, Adam Miller Dec 2025

“Starlight Suite”: A Compositional Exploration Of The Argo Navis Constellations In Three Movements, Adam Miller

Student Publications

This thesis explores a compositional technique in which stellar constellations are arranged upon musical staves in a variety of iterations to create a basis from which to draw melodic, harmonic, and rhythmic material. These raw extrapolations of unaltered notes are then arranged and orchestrated into thematic music for full orchestra, centered around elements from the mythological background behind the constellations used. An accompanying analysis explains the specific applications of this technique within each movement of the work, the significance of each, and the variety of ways in which musical inspiration was drawn from the raw materials. The objective of this …


Exploring Synthetic Data Generation For Machine Learning And Statistical Analysis, Aditi S. Gajjar Dec 2025

Exploring Synthetic Data Generation For Machine Learning And Statistical Analysis, Aditi S. Gajjar

Master's Theses

In the data-driven machine learning and statistical analysis world, real-world data availability is often constrained by privacy concerns, access restrictions, or resource limitations. To address these challenges, synthetic data provides a groundbreaking solution, enabling academics and data scientists to generate artificial datasets that mimic real-world data for model development and testing in a controlled, privacy-preserving environment. The syntheticDatasets package represents an R-based counterpart to Python's widely-used Scikit-learn dataset generators, adapted to meet the needs of statisticians, educators, and data scientists primarily working in the R programming ecosystem.

This thesis explores the design and implementation of the syntheticDatasets package, focusing on …


Performance Enhancement For Rufa: Rapid Urban Forest Assessment, Nicholas Tan Dec 2025

Performance Enhancement For Rufa: Rapid Urban Forest Assessment, Nicholas Tan

Master's Theses

Urban forests are crucial to the livability and resilience of cities, offering critical ecosystem benefits such as air quality enhancement, temperature regulation, and biodiversity. Managing said urban forests is essential to ensure their sustainability and adaptability to rapidly changing environmental and climate conditions. The Rapid Urban Forest Assessment (RUFA) tool was developed to address the need for a standardized approach to evaluating and comparing urban and community forestry programs. By analyzing and aggregating tree-specific data across California, such as canopy cover, tree counts, and diversity scores, RUFA assigns a comprehensive urban forestry score for each city. This score allows for …


Flower Color Variation And Its Maintenance: Experimental Ecology Of Serpentine-Adapted Leptosiphon Parviflorus Benth. (Polemoniaceae), Magdalene S. Lo Dec 2025

Flower Color Variation And Its Maintenance: Experimental Ecology Of Serpentine-Adapted Leptosiphon Parviflorus Benth. (Polemoniaceae), Magdalene S. Lo

Master's Theses

Environmental heterogeneity can impose fluctuating selection pressures on species across space and time. If variations of a trait provide fitness benefits in certain environmental conditions but not others, these fitness tradeoffs under fluctuating selection could be a means of maintaining intraspecific variation. A common type of intraspecific variation is the production of anthocyanins, pigments responsible for red, pink, and blue colors in plants and that can also provide protection from abiotic stressors, such as water limitation and heavy metals. Leptosiphon parviflorus Benth. (Polemoniaceae, variable linanthus) is an annual wildflower whose individuals produce either pink or white flowers, and both flower …


Using Scenario-Based Design Activities To Explore Sociotechnical Thinking In Engineering Professionals, James M. Whealan Dec 2025

Using Scenario-Based Design Activities To Explore Sociotechnical Thinking In Engineering Professionals, James M. Whealan

Master's Theses

Sociotechnical thinking is the ability to recognize the interconnectedness of both technical and non-technical dimensions such as environmental, economic, social, cultural, and political factors. Although traditional engineering curriculum often emphasizes technical knowledge and skills, research suggests that engineering work is inherently sociotechnical. While sociotechnical thinking is a critical engineering skill, relatively little is understood about the nature of it or the different aspects comprised within it. To that end, this study addresses the following research question: What sociotechnical factors do engineering professionals consider in a collaborative scenario-based design activity? To answer this question, we conducted a qualitative study of engineering …


How Fundraisers Met Goals During The Covid-19 Pandemic, Cody C. Greene Dec 2025

How Fundraisers Met Goals During The Covid-19 Pandemic, Cody C. Greene

Electronic Theses and Dissertations

The COVID-19 pandemic disrupted nearly every aspect of higher education operations, including fundraising and donor engagement. This qualitative study explored how Vice Presidents for Advancement and other senior fundraising leaders in higher education adapted their practices to meet fundraising goals during the pandemic. Using a narrative design, in-depth interviews were conducted with nine participants representing diverse institutions in the southeastern United States. Braun and Clarke’s (2006) six-phase thematic analysis was used to code and interpret the data.

Seven major themes emerged: communications, technology, donor relations, managing a fundraising team, overall giving impact, successful strategies, and the future. Participants described how …


Deep Learning With Kalman Filter, Rexford Julius Quaye Dec 2025

Deep Learning With Kalman Filter, Rexford Julius Quaye

Electronic Theses and Dissertations

This thesis presents an extension of the Kalman filter to handle nonlinear and non-Gaussian systems. The standard Kalman filter is optimal under Gaussian assumptions but struggles with more complex noise models. This work introduces a novel loss function based on the Mahalanobis distance, which incorporates the covariance structure of measurement errors, enabling the filter to adapt to non-Gaussian scenarios. The neural network framework is applied to predict the system’s process model, while retaining the classical Kalman measurement update. The proposed methodology is demonstrated through examples of car position and rocket altitude tracking. The results show that the new approach performs …


Tennessee K-3 Teachers’ Perceptions Of Structured Literacy Curriculum Based On The Science Of Reading: A Phenomenological Approach, Amy L. Reece Townsend Dec 2025

Tennessee K-3 Teachers’ Perceptions Of Structured Literacy Curriculum Based On The Science Of Reading: A Phenomenological Approach, Amy L. Reece Townsend

Electronic Theses and Dissertations

The focus of this study was to explore the perceptions and knowledge of Tennessee kindergarten, first-grade, second-grade, and third-grade teachers regarding early literacy and science-based curricula that incorporate the science of reading. This study examined the experiences of kindergarten through third-grade teachers in a Tennessee school district as they transitioned to a structured literacy approach grounded in the science of reading. The goal was to understand how teachers adapted to the new methods, what helped them succeed, and what challenges they faced during the change.

Data collection included in-depth, semi-structured interviews. Analysis of data occurred in three phases: (a) categorization …


Code Crimson Ob: A Lifeline For Maternal Health, Colleen Cowie, Elizabeth Barrera, Leah Williams-Jones, Mercy R. Banaszak, Leonor Ruiz, Arvinder Singh Dec 2025

Code Crimson Ob: A Lifeline For Maternal Health, Colleen Cowie, Elizabeth Barrera, Leah Williams-Jones, Mercy R. Banaszak, Leonor Ruiz, Arvinder Singh

Nursing & Health Sciences Research Journal

Introduction: Postpartum hemorrhage (PH) accounts for 12% of maternal deaths in the U.S. and affects approximately 5% of obstetric individuals. Despite available treatments, delays in recognition and response can lead to severe complications or death. The purpose of this evidence-based practice project was to improve maternal outcomes by implementing Code Crimson OB, a specialized obstetric rapid response team (RRT) for managing maternal hemorrhage.

Methods: An unannounced maternal hemorrhage drill revealed critical delays in mobilizing appropriate personnel. In response, the RRT protocol was revised to include Code Crimson OB, ensuring rapid, coordinated intervention. Hospital-wide education was conducted, and the protocol officially …


Translational Research On Color Vision: From Mechanisms To Performance Enhancement In Diverse Settings, Jewearly Lundby Dec 2025

Translational Research On Color Vision: From Mechanisms To Performance Enhancement In Diverse Settings, Jewearly Lundby

Theses & Dissertations

This dissertation investigated the mechanisms and applications for optimizing color vision performance across diverse contexts. In a world where color cues augment critical decisions to optimize performance and safety in transportation (e.g., aviation, railway), military, law enforcement, medical diagnostics, and myriad occupational tasks, deficiencies in color perception pose significant challenges. By uniting four interrelated studies, this work explored intrinsic retinal processes, assistive technologies for deficiencies, and novel pathways that challenge conventional understandings of vision. The research bridged fundamental vision science with applications in occupational settings, low vision rehabilitation, and clinical diagnostics, ultimately aiming to optimize color performance.

The first study …


Israeli Hasbara And The Nba’S Palestine Exception: The Impossibility Of Capitalist “Social Justice”, Chen Chen, Anthony J. Weems, Roc Rochon, Daniel Sailofsky Dec 2025

Israeli Hasbara And The Nba’S Palestine Exception: The Impossibility Of Capitalist “Social Justice”, Chen Chen, Anthony J. Weems, Roc Rochon, Daniel Sailofsky

Sport Management Collection

Sport is a notable site for the Israeli state in its hasbara (public diplomacy, or “explaining”) effort that seeks to normalize the conditions of ethnic cleansing, illegal settlement, and apartheid practices in historic and occupied Palestine. Against the backdrop of the genocide in Gaza and the lack of international sport sanctions against Israeli teams, this paper maps several hasbara activities/attempts featuring the National Basketball Association (NBA) in the last decade. This is a worthwhile case, not least because of the NBA’s self-branding as a socially “progressive” league composed of a primarily Black/African American athletic workforce. Two major observations are made: …


A Randomized Study To Examine The Ability Of A Caffeine-Based Energy Drink To Impact Energy Expenditure, Fat Oxidation, And Cognitive Performance, Joesi Krieger, Alex Schrautemeier, Anthony M. Hagele, Connor Gaige, Olivia Mennemeyer, Sydney Tolbert, Joshua Iannotti, Chad Kerksick, Chris Noonan, Petey Mumford Dec 2025

A Randomized Study To Examine The Ability Of A Caffeine-Based Energy Drink To Impact Energy Expenditure, Fat Oxidation, And Cognitive Performance, Joesi Krieger, Alex Schrautemeier, Anthony M. Hagele, Connor Gaige, Olivia Mennemeyer, Sydney Tolbert, Joshua Iannotti, Chad Kerksick, Chris Noonan, Petey Mumford

Faculty Scholarship

Objectives: This study evaluated the effects of acute and 28-day supplementation with a caffeine-based energy drink on energy expenditure, fat oxidation, and cognitive performance.

Methods: In a double-blind, placebo-controlled trial, 33 males and 27 females (27 ± 8 years, 26.7 ± 2.2 m/kg2) consumed a caffeinated energy drink (200 mg; CAF) or placebo (PLA) for 28 days. Indirect calorimetry assessed energy expenditure and fat oxidation at 0, 30, 60, 90, and 120 min after ingestion on day 1 and 28. Cognition assessments (Dynavision reaction, Serial Sevens, Trail Making Test A (TMT-A) and B (TMT-B)) were performed at 0, …


Drivers Of Ecosystem Respiration In The Middle Rio Grande Floodplain Aquifer, Eva Tipps Dec 2025

Drivers Of Ecosystem Respiration In The Middle Rio Grande Floodplain Aquifer, Eva Tipps

Biology ETDs

Little is known about carbon flux and ecosystem metabolism in river floodplains, despite their potentially large and dynamic contributions to carbon storage and loss. We hypothesized that the region of intermittent saturation (ROIS), which is the subsurface interface between terrestrial and aquatic ecosystems, is a biogeochemical ‘hotspot’ for ecosystem respiration and carbon transformation. Groundwater depth and variability in the ROIS facilitate interactions between aquatic and terrestrial processes, but their role in carbon fluxes is poorly understood. We developed a novel method utilizing high-frequency sensors in groundwater wells to capture biogeochemical ‘hot moments’ of ecosystem respiration in the ROIS of the …


These Yellow Stars Of Ours, Vinh Hong Nguyen Dec 2025

These Yellow Stars Of Ours, Vinh Hong Nguyen

Theses

These Yellow Stars of Ours is an experimental documentary that traces the intertwined histories of Thaun and Nam Nguyen as they flee war-torn Vietnam, fall in love, and build a life in Western New York. Through their accounts and those of their two sons, the film explores the complexities of generational trauma and the ongoing experience of bicultural straddling—the negotiation between inherited Vietnamese identity and the shaping influence of an American upbringing. The project examines how trauma, memory, and cultural displacement circulate across generations, shaping identity in both visible and invisible ways. Methodologically, the film is structured around the conceptual …


Comparative Analysis Of Machine Learning Models For Spam Email Detection, Rashed Almarri Dec 2025

Comparative Analysis Of Machine Learning Models For Spam Email Detection, Rashed Almarri

Theses

The current research examines one of the most effective approaches to spam email detection based on machine learning and natural language processing (NLP). The study is placed in the context of the rising cyber threats and the influx of emails, where the spam/ham data is to be classified correctfully using the combination of the Logistic Regression, NLP (including tokenization, lemmatization, and TF-IDF vectorization). The questions of the research were devoted to the efficiency of such an approach and the interpretation of its results. The data used are obtained by a publicly available Kaggle data set that contains 5,572 labeled email …


The Role Of Technology In Modernizing Prison Management Systems, Essa Anwahi Dec 2025

The Role Of Technology In Modernizing Prison Management Systems, Essa Anwahi

Theses

This thesis examines the role of technology in modernizing prison management systems and improving operational efficiency, security, and decision-making. It explores how digital technologies and data analytics can address challenges in traditional prison management, such as inefficient processes and limited data utilization. The study highlights the potential of technology-driven solutions to enhance system performance and support more effective management practices within correctional facilities.