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Full-Text Articles in Entire DC Network
Paul: A Man Called To Reform Status: The Radical Practice Of “One In Christ”, Garrett S. "Faustino" Miller
Paul: A Man Called To Reform Status: The Radical Practice Of “One In Christ”, Garrett S. "Faustino" Miller
Obsculta
This paper explores Saint Paul's ministerial pedagogy as he challenged Roman social hierarchies by calling believers to a radical unity as "one in Christ." By examining what this radical practice means, and what it is rooted in, this paper also urges readers toward the same radical and transformative vision of Christian oneness; a vision that seeks to build bridges rather than walls in the world today.
Non-Euclidean Geometries And Fairness Constraints In Advanced Clustering, Arnab Seal
Non-Euclidean Geometries And Fairness Constraints In Advanced Clustering, Arnab Seal
Master’s Dissertations
A fundamental challenge in modern unsupervised learning is adapting classical clustering algorithms to handle complex, real-world data constraints. Traditional models often assume data resides in a flat, Euclidean space and optimize strictly for cluster cohesion, thereby failing to capture intrinsic hierarchical structures and ignoring sociotechnical demographic biases. This thesis addresses these critical limitations by extending generalized mean-shift dynamics into two novel clustering frameworks. First, to natively accommodate data with tree-like structures (e.g., taxonomies and social networks), we propose Hyperbolic Gaussian Blurring Mean Shift (HypeGBMS). By projecting data into the Poincar´e ball model and utilizing M¨obius vector space operations, HypeGBMS successfully …
Leveraging Spatial Statistics For Domain Adaptation Of Vision Language Models In Medical Vqa, Himanshu Raj
Leveraging Spatial Statistics For Domain Adaptation Of Vision Language Models In Medical Vqa, Himanshu Raj
Master’s Dissertations
Recent advances in Vision–Language Models (VLMs) have demonstrated strong performance in Medical Visual Question Answering (Medical VQA) task. Although they perform very well within their domains, these models often experience issues with their generalization ability on unknown clinical distribution data because of different imaging technologies and patient groups used in various medical facilities. Generalization problems faced by these models make their practical application in the field of VLM-based medical VQA systems rather difficult. To overcome this limitation we proposed our method named Spatial Semantics Aware Domain Adaptation (SSADA), which is an integrated framework that combines both finetuning and prompt-based in-context …
Efficient Performance Recovery Of Pruned Llms For End Devices, Paul Vardhan Bethapudi
Efficient Performance Recovery Of Pruned Llms For End Devices, Paul Vardhan Bethapudi
Master’s Dissertations
Large Language Models have shown strong performance across reasoning, language understanding, and generation tasks, but their computational and memory requirements make deployment on low resource devices difficult. This dissertation studies efficient performance recovery of pruned LLMs, focusing on whether a pruned model can regain useful task performance through parameter-efficient fine-tuning while preserving the benefits of compression. The work uses Llama-3.2-3B-Instruct as the dense reference model and applies activationaware Wanda pruning at multiple sparsity levels(20%, 30% and 50%). The pruned models are evaluated on language modeling and reasoning tasks using WikiText-2 perplexity and GSM8K (Grade School Math 8000 problems) accuracy. Adaptation …
Staff Education Project To Improve Nursing Knowledge And Patient Safety, Njideka Maureen Okeke
Staff Education Project To Improve Nursing Knowledge And Patient Safety, Njideka Maureen Okeke
Walden Dissertations and Doctoral Studies
No abstract provided.
Résumé Redesign: An Experiential Assignment Using Ai Applicant Tracking Systems, Rachel Dolechek, Karen Mccullough
Résumé Redesign: An Experiential Assignment Using Ai Applicant Tracking Systems, Rachel Dolechek, Karen Mccullough
Applied Business Faculty Publications
The Résumé Redesign exercise equips business communication students with essential job search competencies through an experimental approach to résumé design. Grounded in contemporary research on AI literacy and résumé design, this assignment incorporates an AI-powered résumé scanner alongside faculty feedback to strengthen students’ understanding of formatting, mechanics, and audience adaption. Survey results from 136 student respondents indicate the AI feedback to be clear and helpful. This exercise offers flexibility for in-person and online learning environments to enhance a résumé assignment and introduce students to AI-mediated recruitment practices, while maintaining the critical role of human review in the résumé evaluation.
Canada’S Contributions To International Legal Discourse: Gender, Genocide, And Neocolonial Investments (2015–2025), Heidi Matthews
Canada’S Contributions To International Legal Discourse: Gender, Genocide, And Neocolonial Investments (2015–2025), Heidi Matthews
Articles & Book Chapters
This chapter critically evaluates Canada’s major points of engagement with international law in the period between 2015 and 2025. In partnership with European and Commonwealth allies, Canada has been an active participant in several contentious cases at the International Court of Justice (ICJ), including against Myanmar, Syria, and Afghanistan. Canada has taken progressive legal positions in this litigation with respect to the interpretation and application of international law as it relates to sexual and gender-based crimes, as well as abuses committed against children. However, the past decade also reveals that Canada’s policy responses to its genocide and other crimes against …
Structure–Optical Property Relationships In Amm′Q3 Chalcogenides, Ayat Tassanov, Huiju Lee, Daniel W. Spainhour, Yi Xia, James M. Hodges
Structure–Optical Property Relationships In Amm′Q3 Chalcogenides, Ayat Tassanov, Huiju Lee, Daniel W. Spainhour, Yi Xia, James M. Hodges
Mechanical and Materials Engineering Faculty Publications and Presentations
Ten ACuHfQ3 (A = Na, K, Rb, Cs; Q = S, Se, Te) chalcogenides were prepared via high-temperature solid-state methods and structurally characterized using single-crystal X-ray diffraction. The type-I AMM′Q3 structures are defined by the arrangement of HfQ6 octahedra (O) and CuQ4 tetrahedra (T) in their layers, which adopt either OTOT (Cmcm, Pnma) or OOTT (Pnma, P21/m) connectivity. UV–vis absorption and photoluminescence spectra indicate optical band gaps ranging from 1.2 to 1.7 eV and reveal that OTOT and OOTT variants have direct and indirect band gaps, …
Mike Huckabee V. Meta Platforms Inc
Human Freedom And God’S Image In Undocumented People, An Nguyen
Human Freedom And God’S Image In Undocumented People, An Nguyen
Obsculta
This article explores the relationship of human freedom in the theological perspective and undocumented immigrants in the United States: how immigrants embody the divine image, Imago Dei, despite legal and social constraints. I will begin with the theological foundation—freedom as a distinguishing characteristic of God’s image in humanity—and analyze the complex nature of freedom as both a divine gift and a human responsibility. Additionally, I will demonstrate that the Church has a special responsibility to recognize and affirm the inherent dignity of undocumented people by drawing from Catholic social teaching, migration studies, and theological anthropology, ultimately calling for pastoral practices …
Omnipotence And Modesty: The Still, Small Voice Of God In 1 Kings 19, Scott Cooper
Omnipotence And Modesty: The Still, Small Voice Of God In 1 Kings 19, Scott Cooper
Obsculta
This article examines the sovereignty of God’s self-revelation to Ezekiel in a still, small voice on Mount Horeb and considers the difficulty of reconciling competing scholarly assessments of the prophet as faithful priestly servant of YHWH or disobedient free agent. This author considers Ezekiel’s experience as a site of spiritual union with God, inspired by the exegetical work of 14th century German Dominican priest and mystic Johannes Tauler.
Effects Of Anchor Scheme On Torque And Neuromuscular Responses During And Following Fatiguing Isokinetic Forearm Flexion Tasks: Insights From High-Density Electromyography And Wavelet Analysis, Dolores Guadalupe Ortega
Effects Of Anchor Scheme On Torque And Neuromuscular Responses During And Following Fatiguing Isokinetic Forearm Flexion Tasks: Insights From High-Density Electromyography And Wavelet Analysis, Dolores Guadalupe Ortega
Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–
This study examined the effects of anchor scheme on torque and neuromuscular responses during and following fatiguing isokinetic forearm flexion tasks. Thirteen men (mean ± SD; age: 22.0 ± 1.9 yr; height: 183.0 ± 6.4 cm; body mass: 90.2 ± 18.1 kg) completed pretest and posttest maximal, concentric, isokinetic forearm flexion muscle actions at 30°∙s-1 before and after continual, concentric, isokinetic forearm flexion tasks at 30°∙s-1 at an RPE of 6 (RPE6T) and the torque (TRQ6T) produced during the first repetition of the RPE6T. Monopolar electromyographic (EMG) signals were recorded from the biceps brachii using a high-density EMG sensor. A …
Passed Through Or Pushed Back? Exchange Rate Effects On Manufacturing Trade Prices In Indonesia And The Asean Plus Three, Fatikha Rizky Kurnia, Miguel Angel Esquivias, Wee-Yeap Lau, Unggul Heriqbaldi
Passed Through Or Pushed Back? Exchange Rate Effects On Manufacturing Trade Prices In Indonesia And The Asean Plus Three, Fatikha Rizky Kurnia, Miguel Angel Esquivias, Wee-Yeap Lau, Unggul Heriqbaldi
Bulletin of Monetary Economics and Banking
This study analyzes the Exchange Rate Pass-Through (ERPT) on export and import prices in Indonesia’s manufacturing trade with ASEAN Plus-three countries (China, Japan, and South Korea) using monthly data from 2016 to 2022. Employing the Nonlinear (NARDL) models, we examine the degree and asymmetry of ERPT across five key manufacturing sectors for each partner. The NARDL model confirms asymmetric price responses to currency appreciation and depreciation in several sectors. The findings reveal significant sectoral and country-specific variations. Some export sectors experience complete pass-through in the short term but shift to negative complete passthrough in the long run. Meanwhile, imports from …
Lost In The Weeds No More! Revision Of The Robust Herb Gall Wasps (Hymenoptera, Cynipidae, Aulacideini) In North America, Louis F. Nastasi, Charles K. Davis, José Luis Nieves-Aldrey, Cecil N. Smith, Simon Van Noort, Ebony G. Murrell, Timothy S. Frey, Chris Friesen, M. J. Hatfield, Heather M. Hines, John F. Tooker, Andrew R. Deans
Lost In The Weeds No More! Revision Of The Robust Herb Gall Wasps (Hymenoptera, Cynipidae, Aulacideini) In North America, Louis F. Nastasi, Charles K. Davis, José Luis Nieves-Aldrey, Cecil N. Smith, Simon Van Noort, Ebony G. Murrell, Timothy S. Frey, Chris Friesen, M. J. Hatfield, Heather M. Hines, John F. Tooker, Andrew R. Deans
Department of Entomology: Faculty Publications
We revise the North American fauna of Aulacideini (Hymenoptera: Cynipidae) using morphological, ecological, and genetic (DNA barcode) data, incorporating observations from over 5,000 adult specimens and galls. Prior to revision, the fauna included 24 species in four genera. Six new genera and 25 new species are described, all authored by Nastasi: Argyrix gen. nov., Barathria gen. nov., Cosmita gen. nov., and Ketsia gen. nov., for species previously placed in Antistrophus Walsh; Prixima gen. nov., for a new species inducing galls on Pyrrhopappus DC.; and Tookeria gen. nov., for a new species inducing galls on Silphium L.; Antistrophus frieseni sp. nov., …
Improving Procedural Confidence: Outcomes Of A Surgical Skills Workshop For Medical Students, Mary Arden G Guillory, Jennifer Escamilla, Anika Doppalapudi, Ashlyn Holubar, Kaitlyn Ybanez, Mark Manickath, Maci Oestreich, Mckenna Stallworth, Kelsey Baker
Improving Procedural Confidence: Outcomes Of A Surgical Skills Workshop For Medical Students, Mary Arden G Guillory, Jennifer Escamilla, Anika Doppalapudi, Ashlyn Holubar, Kaitlyn Ybanez, Mark Manickath, Maci Oestreich, Mckenna Stallworth, Kelsey Baker
School of Medicine Publications
Introduction Introducing surgical skills early in medical training may enhance students' confidence and readiness for clinical training. Simulation-based skill workshops provide students with a comfortable learning environment, resulting in effective learning. The goal of the Surgical Skills Workshop was to provide first- and second-year medical students with hands-on exposure to essential surgical skills. The educational impact on medical students' confidence in performing the respective surgical skills and changes in surgical career interest was assessed.
Methods: First- and second-year medical students at the University of Texas Rio Grande Valley School of Medicine participated in a hands-on surgical skills workshop comprising eight …
Treatment Sentences, Evelyn Lia Malavé
Treatment Sentences, Evelyn Lia Malavé
BYU Law Review
One of the most common mandates of a non-incarceratory sentence is to submit to treatment. Across the criminal legal system, from problem-solving courts to probation, millions of defendants sentenced to non-incarceratory sentences—including people not diagnosed with a substance abuse disorder—are required to attend drug treatment programs. After decades of policies that criminalized drug use, non-incarceratory sentences that match people with treatment may appear to be a step forward—or at least not the most pressing problem.
But criminal law scholarship has not fully reckoned with the harms of treatment sentences, including the harms of mandated treatment itself. Analysis of treatment sentences …
Regulating Deregulation: Why States Should Preempt Mandatory Inclusionary Housing Programs, Anna Bailey
Regulating Deregulation: Why States Should Preempt Mandatory Inclusionary Housing Programs, Anna Bailey
BYU Law Review
Instead of easing the housing crises that exist across the country as intended, mandatory inclusionary housing programs burden development, impeding smaller projects and stunting development that in the aggregate could alleviate housing shortages. In this Note, I argue that states should preempt local governments from imposing burdensome mandatory inclusionary housing programs because they interfere with property rights and are counterproductive in their results. The Nollan-Dolan rough proportionality test requires that land-use conditions must be related to and proportional to the problem created by the land development project. The Supreme Court’s recent holding in Sheetz v. County of El Dorado clarified …
Qualitative Evaluation Of The Seated Physical Activity Intervention (Spin) Randomized Controlled Trial For Wheelchair Users With Multiple Sclerosis (Ms): Formative Feedback And Future Directions, Angela J Piasecki, Robert W Motl, Katherine Froehlich-Grobe, Stephanie L Silveira
Qualitative Evaluation Of The Seated Physical Activity Intervention (Spin) Randomized Controlled Trial For Wheelchair Users With Multiple Sclerosis (Ms): Formative Feedback And Future Directions, Angela J Piasecki, Robert W Motl, Katherine Froehlich-Grobe, Stephanie L Silveira
Faculty, Staff and Student Publications
Background/objectives: Wheelchair users with multiple sclerosis (MS) often face barriers that restrict participation in physical activity and exercise training. This manuscript reports on participant feedback to guide evaluating and refining a novel exercise training program, Seated Physical activity INtervention (SPIN). SPIN was adapted from the Guidelines for Exercise in MS (GEMS) approach using a three-step community-engaged research framework based on meeting the needs of wheelchair users with MS.
Methods: Semi-structured interviews were conducted with 9 participants who completed the 16-week SPIN intervention. The key SPIN intervention components were the exercise prescription, exercise equipment, and behavioral coaching grounded in Social Cognitive …
Assessing The Needs Of A Church’S Older Adults To Promote Their Flourishing, Royston Terrell Booker Iii
Assessing The Needs Of A Church’S Older Adults To Promote Their Flourishing, Royston Terrell Booker Iii
DMin Project Theses
The purpose of this project was to lay the groundwork for creating a holistic Senior Adult Ministry to support the flourishing of older adults through the activities of God’s people, the church. This approach to help older adults’ well-being is best accomplished through holistic support to enhance well-being, but many churches have not considered a holistic approach or developed a supportive capability. To create a holistic Senior Adult Ministry, I assessed the needs of senior adults in the Brentwood Hills Church of Christ (BHCC) in Nashville, Tennessee, within the United States. The findings and conclusions of this dissertation provide a …
The Parent Trip, Jessie Daniels
The Parent Trip, Jessie Daniels
Publications and Research
This one-hour solo show propels the audience from 1970s Texas to 1990s New York City. In this hilarious and heartbreaking story, Jessie Daniels tells what it means to be raised to become a 'nice white lady.' When she rejects that to embrace the magic of queerness under a disco ball, she decides to write about it, and nearly loses everything.
Travelodge Hotels V. Durga Llc
Knowledge, Attitudes And Dispensing Practices Regarding Antimicrobial Resistance And Stewardship: A Comparative National Assessment Among Primary Healthcare Pharmacists In Oman, Mohammed Al Ghafari, Meher Rizvi, Hana Al Ghusaini, Zaima Al Rawahi, Wafa Al Balushi, Manal Al Ghafri, Hamed Al-Qanubi, Zuhair Al Salti, Idris Al Jumaa, Muhammed Rafiq
Knowledge, Attitudes And Dispensing Practices Regarding Antimicrobial Resistance And Stewardship: A Comparative National Assessment Among Primary Healthcare Pharmacists In Oman, Mohammed Al Ghafari, Meher Rizvi, Hana Al Ghusaini, Zaima Al Rawahi, Wafa Al Balushi, Manal Al Ghafri, Hamed Al-Qanubi, Zuhair Al Salti, Idris Al Jumaa, Muhammed Rafiq
Sultan Qaboos University Medical Journal
Objectives: Antimicrobial resistance (AMR) is driven by inappropriate antibiotic use. This study aimed to assess the knowledge, attitudes and dispensing practices (KAP) regarding AMR and antimicrobial stewardship (AMS) among primary healthcare (PHC) pharmacists and assistant pharmacists in Oman. Furthermore, the study sought to compare these parameters across facilities with historically high versus standard antibiotic consumption to identify structural determinants of AMS.
Methods: This national cross-sectional study was conducted among PHC pharmacy staff in February 2025. KAP were assessed via a structured electronic questionnaire. Data were analysed using generalized estimating equation models to identify KAP predictors while accounting for facility-level …
Transport And Interfacial Dynamics Of Electrochemical Formation Processes In Li-Based Batteries, Penghao Zhang
Transport And Interfacial Dynamics Of Electrochemical Formation Processes In Li-Based Batteries, Penghao Zhang
McKelvey School of Engineering Graduate Student Theses & Dissertations
Next-generation high-capacity batteries often rely on electrochemical formation processes rather than conventional intercalation alone. Such processes include lithium metal deposition and Li–O2 discharge-product formation, in which new phases form at the electrochemical interface during operation. As a result, the measured response reflects both electrochemical driving forces and the evolving product morphology. This coupling makes it difficult to interpret electrochemical data, microscopic observations, or model results in isolation. This dissertation examines this problem through three main studies and one preliminary extension on Li–O2 batteries and lithium metal deposition, each addressing a different factor that affects how electrochemical product formation is measured, …
Does Green Electricity Mitigate Carbon Emission Externalities? Industry-Specific Effects On Firm Profitability, Operational Efficiency, Valuation, And Market Risk In Taiwan Listed Companies, Mutiara Eka Puspita, Wei Hwa Pan, Bon Long Hsia, Huynh Phu Tan
Does Green Electricity Mitigate Carbon Emission Externalities? Industry-Specific Effects On Firm Profitability, Operational Efficiency, Valuation, And Market Risk In Taiwan Listed Companies, Mutiara Eka Puspita, Wei Hwa Pan, Bon Long Hsia, Huynh Phu Tan
Bulletin of Monetary Economics and Banking
his study explores the relationship between carbon emissions and firm financial performance across industries and how green electricity adoption moderates this effect. Using 9,925 firm-year observations from the Taiwan Economic Journal, we estimate panel regressions and compare Fixed Effects robust and Driscoll-Kraay (1998) standard errors to ensure robustness. Two-way and three-way interaction models reveal a green electricity paradox: biotech firms benefit, while financial and high-tech sectors decline. These findings highlight the need for sector-specific ESG investment models and tailored policy support to ensure an equitable green transition. The study contributes by integrating environmental-financial dynamics with industry heterogeneity in emerging markets
Comparison Of Alos-2 Palsar-2 L-Band Images For Fuel Moisture Discrimination In Forests In Mountainous Areas, Marin Loncar, Brigitte Leblon, Ashlin Richardson, Laura L. Bourgeau-Chavez, Dzhamal Amishev
Comparison Of Alos-2 Palsar-2 L-Band Images For Fuel Moisture Discrimination In Forests In Mountainous Areas, Marin Loncar, Brigitte Leblon, Ashlin Richardson, Laura L. Bourgeau-Chavez, Dzhamal Amishev
Michigan Tech Publications
This study compares terrain-corrected polarimetric variables derived from L-band ALOS-2 PALSAR-2 acquired over a forested and mountainous region of southeast British Columbia (BC) during a drier and a wetter date. Backscatter, polarimetric decomposition parameters, and polarimetric discriminators were compared across 5 broad fuel types (forest, sparse, unforested, incomplete burn, complete burn) to examine if values differ between fuel moisture conditions as characterized by the value of the Drought Code (DC). Polarimetric variables suitable for use in fuel moisture modeling were identified using a one-way analysis of variance (ANOVA) test of significance applied to the normalized differences of these variables between …
Interview With Geoffrey 'Geoff' Alger, Geoffrey 'Geoff' Alger, Logan Dovalina
Interview With Geoffrey 'Geoff' Alger, Geoffrey 'Geoff' Alger, Logan Dovalina
Rio Grande Valley Oral Histories
Geoff Alger (b. 1961, Glen Cove, New York) was interviewed on June 23–24, 2026, at his home in McAllen, Texas, by Logan Dovalina. The interview covers Alger’s life and career as a museum professional deeply rooted in Rio Grande Valley history.
Alger recounts his family’s 1971 move from Long Island to McAllen, his parents’ museum careers (McAllen International Museum, Museum of South Texas History, Confederate Air Force), and his own path from a teenage volunteer to decade-long employment at the Confederate Air Force museum. He discusses later roles as curator and exhibits specialist at museums in Oregon and the Valley …
The Mascarene Archipelago, A Data-Poor Region For Mobulid Rays: First Records, Seasonal Patterns And Conservation Implications, Joanna Harris, Estelle Crochelet, Prashant Mohesh, Guy M.W. Stevens
The Mascarene Archipelago, A Data-Poor Region For Mobulid Rays: First Records, Seasonal Patterns And Conservation Implications, Joanna Harris, Estelle Crochelet, Prashant Mohesh, Guy M.W. Stevens
School of Biological and Marine Sciences
The distribution and seasonal occurrence of manta and devil rays (mobulids) remain poorly understood across much of the Western Indian Ocean, particularly within remote island systems. Here, we present the first synthesis of species-level mobulid records for the Mascarene Archipelago (La Réunion, Mauritius and Rodrigues) using a combination of direct and passive citizen-science observations collected between 2014 and 2026. A total of 107 sightings were documented from 75 sighting events, comprising Mobula birostris (n = 29), M. thurstoni (n = 40), M. alfredi (n = 5), M. tarapacana (n = 2) and unidentified Mobula spp. (n = 31). One M. …
Adhd And Third-Level Education In Ireland: Student Experiences And Suggested Improvements., James O'Rourke, Ciara Douglas, Marcin Szczerbinski
Adhd And Third-Level Education In Ireland: Student Experiences And Suggested Improvements., James O'Rourke, Ciara Douglas, Marcin Szczerbinski
Irish Journal of Academic Practice
The number of third-level Irish students diagnosed with attention deficit hyperactivity disorder (ADHD) is increasing. Yet there is limited research documenting the lived experience of ADHD students in Ireland. This article aims to document the student voice of Irish third-level students diagnosed with ADHD and to explore their ADHD-related difficulties, as well as their suggestions for more supportive and inclusive university practices. The research used a two-stage qualitative design involving seven individual semi-structured online interviews, followed by one member checking via group online interview. There were seven participants, aged 19–28, from six different higher education institutions in Ireland, including two …
The Effects Of Wearable Fitness Trackers And Fitness Education On Physical Activity Participation, Physical Competence, And General Self-Efficacy In Inactive And Sedentary College Students, Tiffany Lough
Doctorate in Kinesiology
This study examined the combined effects of wearable fitness trackers and structured fitness education on physical activity participation, perceived physical competence, and general self-efficacy among inactive and sedentary college students. A six-week randomized pretest-posttest design was used. Undergraduate students aged 18–24 who were not meeting recommended physical activity guidelines were recruited from a private liberal arts university and randomly assigned to either an experimental group or a control group. Participants in the experimental group received a wearable fitness tracker along with fitness education sessions integrating Social Cognitive Theory based behavior change techniques including self-monitoring, observational learning, mastery experiences, and goal …
Identifying Parkinson’S Disease From Gait Biomechanics Using A Participant-Level Machine Learning Analysis Pipeline, Li Jin
Faculty Research, Scholarly, and Creative Activity
Parkinson’s disease (PD) is a progressive neurodegenerative disorder characterized by motor control, balance, and gait impairments that significantly elevate fall risk. Traditional gait analysis focuses on spatiotemporal parameters, while gait variability, asymmetry, and balance measures offer more sensitive indicators of PD-related motor deficits. Machine learning studies using wearable gait data frequently report high classification accuracy but lack biomechanical interpretability and methodological rigor. Using the PhysioNet Gait in Parkinson’s Disease database, 93 individuals with PD and 72 healthy controls were analyzed during level-ground walking. Key biomechanical differences were identified: stride time coefficient of variation was significantly higher in PD bilaterally (left …