Digital Commons Network^™

Practical Recommendations On Stretching Exercise: A Delphi Consensus Statement Of International Research Experts, Konstantin Warneke, Ewan Thomas, Anthony J. Blazevich, José Afonso, David G. Behm, Paulo H. Marchetti, Gabriel S. Trajano, Masatoshi Nakamura, Francisco Ayala, Stefano Longo, Nicolas Babault, Sandro R. Freitas, Pablo B. Costa, Andreas Konrad, Antoine Nordez, Arnold Nelson, Astrid Zech, Anthony D. Kay, Olyvia Donti, Jan Wilke

Research outputs 2022 to 2026

Background: Stretching has wide appeal, but there seems to exist some mismatch between its purported applications and what the evidence shows. There is compelling evidence for some stretching applications, but for others, the evidence seems heterogeneous or unsupportive. The discrepancies even affect some systematic reviews, possibly due to heterogeneous eligibility criteria and search strategies. This consensus paper seeks to unify the divergent findings on stretching and its implications for both athletic performance and clinical practices by delivering evidence-based recommendations. Methods: A panel of 20 experts with a blend of practical experience and scholarly knowledge was assembled. The panel meticulously reviewed …

Prevalence And Trends Of Coexisting Forms Of Malnutrition And Its Associated Factors Among Children Aged 6–59 Months In South And Southeast Asia, 1996–2022: A Cross-Sectional Time Series Study, Wenjie Guo, Maggie Zgambo, Sanmei Chen, Yoko Shimpuku

Research outputs 2022 to 2026

Background: South and Southeast Asia face severe malnutrition in children under five, with coexisting forms of malnutrition (CFM) exacerbating mortality risks and posing greater challenges than isolated forms of malnutrition. We aimed to assess the prevalence, trends, and factors of CFM among children aged 6–59 months in South and Southeast Asian countries and the entire region. Methods: We used anthropometric and hemoglobin data from 515,170 children aged 6–59 months in seven low- and middle-income South and Southeast Asian countries, based on Demographic and Health Surveys conducted between 1996 and 2022. Weighted multivariable logistic regression was performed to identify the sociodemographic …

Echoes Of The Modern Training Periodization Concepts In Russia Before The October 1917 Revolution, Sandro Bartolomei, Gulnara Mammadova, Renato Manno, Gregory G. Haff, Jay R. Hoffman, Franco Merni

Research outputs 2022 to 2026

Abstract – Bartolomei, S, Mammadova, G, Manno, R, Haff, GG, Hoffman, JR, and Merni, F. Echoes of the modern training periodization concepts in Russia before the October 1917 revolution. J Strength Cond Res 39(12): 1327–1330, 2025—The debate on the origins of the discipline of training periodization is still ongoing. The text “Olympic Sport, ” published by B. A. Kotov in 1916, was one of the first known books to focus on training methods and strategies for performance development. The book is also considered the first to deal with training organization and periodization. In addition, Kotov was the only author to …

Interpretive Prediction Of Hyperuricemia And Gout Patients Via Machine Learning Analysis Of Human Gut Microbiome, Jia Wei Tang, Alfred Chin Yen Tay, Liang Wang

Research outputs 2022 to 2026

Hyperuricemia (HUA) and gout result from imbalances in uric acid metabolism and are closely associated with the gut microbiota. Advanced analytical methods facilitate the exploration of microbiota complexity. In this study, 16S rRNA sequencing data from stool samples of 233 patients were thoroughly collected. Machine learning (ML) and Shapley Additive exPlanations (SHAP) interpretability algorithms were applied to identify core taxa and predict the metabolic functions. The results revealed that the high-contribution core taxa identified by SHAP in each group, such as Oscillospiraceae_UCG-005 and Rhodococcus provided the basis for ML prediction. Among the five classification models, Random Forest (RF) achieved the …

High-Dose Beta-Alanine Supplementation For Two Weeks Did Not Enhance Intermittent Endurance Or Sprint Performance In Trained Futsal Players, Hossein Miraftabi, Erfan Berjisian, Marzieh Nouri Dizicheh, Alireza Naderi, Masoud Bodaghi, Majid S. Koozehchian, Fatemeh Shabkhiz, Alvaro Lopez-Samanes

Research outputs 2022 to 2026

Background: This study aimed to investigate the effects of a high-dose beta-alanine (BA) supplementation on physical performance, blood lactate concentration, and ratings of perceived exertion (RPE) in trained futsal players. Methods: Sixteen trained futsal players participated in a randomized, parallel, double-blind experiment, completing a two-week supplementation period with either 12 g/day of BA (n = 8; age: 19 ± 2 years; height: 1.78 ± 0.03 m; body mass: 68.5 ± 5.4 kg) or a placebo (PLA) (n = 8; age: 18 ± 1 years; height: 1.74 ± 0.08 m; body mass: 65.6 ± 6.4 kg). Athletes completed the futsal intermittent …

A Collection Of Greenleaf's Works, Robert K. Greenleaf, Jiying Song

International Journal of Servant-Leadership

A collection of works written by Robert K. Greenleaf and compiled and edited by Dr. Jiying Song.

Motivational Interviewing And Servant-Leadership: An Interview With Dr. William R. Miller, William Richard Miller, Jemima Neddy Organ

International Journal of Servant-Leadership

Dr. Miller is a leader in addiction research and treatment and co-founder of Motivational Interviewing (MI), an evidence-based method for helping people change. In this interview, he discusses how he developed MI, highlighting his collaborative approach to servant-leadership. He advocates organizational values that create a collegial, collaborative environment and help meet human needs for autonomy, relatedness, and competence. He discusses power dynamics in leadership and the importance of a person-centered approach to leadership.

Clinical Decision Support For Pharmacologic Management Of Treatment-Resistant Depression With Augmented Large Language Models, Martha Sajatovic

Faculty Scholarship

Background: We evaluated whether a large language model could assist in selecting psychopharmacological treatments for adults with treatment-resistant depression. Methods: We generated 20 clinical vignettes reflecting treatment-resistant depression among adults based on distributions drawn from electronic health records. Each vignette was evaluated by 2 expert psychopharmacologists to determine and rank the 5 best next-step pharmacologic interventions, as well as contraindicated or poor next-step treatments. Vignettes were then presented in random order, permuting gender and race, to a large language model (Qwen 2.5:7B), augmented with a synopsis of published treatment guidelines. Model output was compared to expert rankings, as well as …

Disposing Of Misdemeanors: An Empirical Perspective, Cynthia Alkon, Jonathan Marshall, Kyle Chrisman, Lydia Sidhom

Faculty Scholarship

While the U.S. Supreme Court has characterized the criminal legal system as a “system of pleas,” new empirical evidence suggests that, at least for misdemeanors, it is more accurately described as a system of dismissals. This Article draws on New York’s Pretrial Release Dataset, a unique publicly available administrative dataset that, to date, includes over 1.3 million criminal cases with 112 variables, of which 914,521 are misdemeanors. No other state in the country has made comparable criminal case-processing data publicly accessible at this scale. Using this dataset, the Article examines criminal case processing in ways that were not previously possible, …

How Patients With Amyotrophic Lateral Sclerosis Perceive Respiratory Interventions: A Mixed-Methods Study To Inform Implementation Efforts, Jason Ackrivo, Danny Bracy, Lauren B. Elman, John Hansen-Flaschen, Zachary Simmons, Piera Pasinelli, Terry Heiman-Patterson, Steven M. Kawut, Meghan B. Lane-Fall

Department of Neuroscience Faculty Papers

BACKGROUND AND OBJECTIVES: Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease that commonly leads to respiratory failure. Early respiratory interventions that may improve symptoms and outcomes are underused when prescribed. We sought to characterize patient perspectives and preferences for respiratory care to enable identification of implementation strategies to improve the uptake of ALS respiratory interventions.

METHODS: A prospective multicenter mixed-methods observational study was conducted using semistructured interviews of participants recently diagnosed with ALS at 4 academic centers in the United States. Eligible patients were those with an ALS diagnosis in the previous 12 months, forced vital capacity < 80% predicted normal, or presence of dyspnea or orthopnea.

RESULTS: Twenty-four patients …

Enhanced Sensory Perception And Myoelectric Control With High Channel Count Implanted Sensorimotor Systems, Sedona R. Cady, Joris Lambrecht, Dustin J. Tyler

Faculty Scholarship

Objective. Implanted electrodes for nerve stimulation and myoelectric recording facilitate bidirectional sensory feedback and control for neuromuscular conditions such as limb loss. While increasing implanted electrode channel count offers potential benefits, it also presents engineering and implementation challenges. This case study examines how increasing implanted electrode channel count affects sensory perception and myoelectric controller performance, thereby supporting the value of these advancements. Approach. One participant with upper extremity transradial limb loss received a percutaneous implanted system with two 8-channel extraneural cuff electrodes on the median and ulnar nerves, totaling 16 stimulating channels. The individual later received a wirelessly connected implanted …

The Effect Of Banking Awareness And Deposit Strategy On Banking Finance, Erfak Mohammed Musaed Sharhan

Journal of Economics and Administrative Sciences

The aim of this study is to explore the effect of banking awareness and deposit strategies on banking financing. It presents a theoretical framework to achieve this goal, utilizing a descriptive methodology, followed by a causal approach based on the joint integration method for the period 2000–2020, which is informed historical data. The study has drawn several conclusions, including banking awareness, which stems from customers’ trust in banks, their culture, perception of banking services, and their attitudes and behavior towards banks, all of which significantly contribute to deposit strategies. Furthermore, there exists a positive mutually reinforcing relationship between deposits in …

Framerate Sensitivity And Cinemagoing Explain The Soap Opera Effect Of Films: A Preregistered Study Of Undergraduate Students In Singapore., Sonny Rosenthal, Benjamin J. Li

Research Collection College of Integrative Studies

The soap opera effect is an unsettling feeling that some individuals experience while watching films at a high framerate. It has received little scholarly attention, and most explanations of it are speculative or anecdotal. Drawing on the mere exposure effect, this preregistered laboratory experiment provides new evidence of framerate sensitivity and cinemagoing as explanatory factors of the soap opera effect. Undergraduate students (N = 270) reported their cinemagoing and completed a novel task to measure their framerate sensitivity. They also completed a task indicating their framerate preferences. Those with a higher framerate sensitivity and more regular cinemagoing preferred the standard …

An Assessment Of The Viva Callesj September 2025 Event In San José, Richard Kos, Adam Cohen

Mineta Transportation Institute

Viva CalleSJ is an open-streets initiative where several miles of the City of San José’s streets are closed to vehicular traffic, allowing residents to walk, bike, scooter, and skate freely. This report evaluates the Viva CalleSJ event held in San José on September 7, 2025, which attracted more than 150,000 participants. Using a mixed-methods approach, this evaluation examines aspects such as attendance, activities, modal access, and economic impacts, utilizing data from participant surveys (in English, Spanish, and Vietnamese), interviews, and observational analysis. The findings indicate that the Viva CalleSJ September 2025 event was largely successful in achieving its objectives, including …

What Do Americans Think About Federal Tax Options To Support Transportation? Results From Year Sixteen Of A National Survey, Asha Weinstein Agrawal, Hilary Nixon

Mineta Transportation Institute

This report summarizes the results from the sixteenth year of a national public opinion survey asking U.S. adults questions related to their views on federal transportation taxes. A nationally representative sample of 2,539 respondents completed the online survey from February 3 to February 27, 2025. The questions test public opinions about raising the federal gas tax rate, replacing the federal gas tax with a new mileage fee, and imposing a mileage fee just on commercial travel. In addition to asking directly about support for these tax options, the survey collected data on respondents’ views on the quality of their local …

Exploring The Role Of Christian Religiosity In The Acceptance Or Rejection Of Ai Chatbot Use Among Faculty At Church Of Christ Universities, Amos Gutierrez

Electronic Theses and Dissertations

Higher education institutions are navigating the benefits and challenges of generative AI chatbot use and preparing faculty and students to engage with these tools ethically and responsibly. The problem is that there are many challenges and barriers to using these technologies in higher education, and Christian higher education institutions must also address context-specific considerations regarding mission and vision rooted in biblical faith and practice. The purpose of this quantitative, nonexperimental, cross-sectional study using confirmatory factor analysis and multiple regression through structural equation modeling was to examine faculty perceptions of AI chatbots and how Christian religiosity moderates acceptance. An online survey …

Effects Of Commission Errors During Prompting On Skill Acquisition And Maintenance, Molly K. Mutchler

Dissertations

Procedural fidelity refers to the extent to which procedures are implemented as intended. Engaging in procedural fidelity errors can lead to detrimental outcomes during skill acquisition and maintenance. The purpose of this study was to parametrically evaluate and compare two commission errors during prompting procedures using an arbitrary tacting task taught to college-aged students. Participants learned to tact four sets of arbitrary pictures and names. Prompting errors consisted of either providing the correct letters for a name in an incorrect order (i.e., an error within a component of the name) or providing the correct name for another picture (i.e., an …

Environmental Beliefs Among Evangelical Leadership, Jeffrey Stark

Dissertations

There has been consensus among climate scientists for over a decade about the reality of human caused climate change. Even with this consensus, the public understanding of this issue remains divided based on factors generally unrelated to the science. Evangelical Protestants are one group which consistently polls as more skeptical of climate change. This is true not only when compared to the general population but also when compared to other religious demographics. Most large-scale surveys of evangelicals assume the demographic to be a monolith and do not attempt to break the demographic down further. In this mixed methods study, we …

Judicial Ethics, The Supreme Court, And The Rule Of Law, Charles G. Geyh

Articles by Maurer Faculty

This Essay begins with a short history of judicial ethics regulation in the United States, ending with the adoption of codes of conduct by every state and federal judicial system except the Supreme Court of the United States. It then turns to a series of ethics controversies encircling the Supreme Court and its justices, which culminated in the Supreme Court adopting a Code of Conduct in 2023. Tapping into the social science literature, it argues that for codes to improve the ethical climate of an institution they must encourage psychological ownership of and “buy-in” to a code by those subject …

Advocating For Transitional Programs For Adolescents With Idd And Asd, Gabriel D. Moore

Occupational Therapy Doctoral Capstones

This capstone project aimed to empower HIPsters at My Possibilities, a higher education and transitional program located in Plano, TX. Specifically, this project equipped individuals diagnosed with intellectual developmental disability (IDD) and autism spectrum disorder (ASD) with the essential components required to effectively advocate for themselves. Due to the unique challenges this population faces, these components were subjective, allowing for receptivity and class engagement, over the course of 6 weeks. These subjective components developed were Communication, Knowing Yourself, Knowing Your Rights, Goal Making, Initiative, Problem-Solving, Handling Adversity, Managing Emotions, Selflessness, Leadership, and Teamwork. Upon completion of the course, HIPsters reported …

Administration Plan For Use Of Hippotherapy In Occupational Therapy, Ryanna Blake

Occupational Therapy Doctoral Capstones

The intention of this capstone experience was to promote the use of hippotherapy as a treatment strategy in the occupational therapy profession from an administrative and educational standpoint. Hundreds of research studies have indicated the effectiveness of hippotherapy for a variety of ages and diagnoses. However, there are still barriers that prevent hippotherapy from being more accessible and well-known, both by practitioners, client families, and the community. The project was executed at a startup psychotherapy clinic preparing to offer equine-assisted services in Tulsa, Oklahoma. The mutually beneficial partnership led to the creation of a generalized administration plan for an occupational …

Educational Program To Prevent Long-Term Complications For Individuals With Diabetes, Emily M. Ware

Occupational Therapy Doctoral Capstones

This doctoral capstone project aimed to create an educational program to improve quality of life for individuals with diabetes by enhancing daily self-management and occupational engagement to prevent long-term complications. The literature states that although diabetes complications are common, they are also highly preventable through self-management strategies. Because diabetes self-management is deeply embedded into daily routines, occupational therapy practitioners can play a unique role in supporting individuals in this process. Prior to participation in the educational program, participants completed a screening tool assessing their diabetes management routines and confidence in the context of daily activities. An occupational therapy-informed, six-week educational …

Education And Advocacy For Implementation Of Biofeedback Therapy In Pediatrics With Anxiety And Migraine Headaches, Mckenly Roberts

Occupational Therapy Doctoral Capstones

This capstone project explores the implementation of biofeedback therapy in occupational therapy for treating pediatric migraines and anxiety. A comprehensive literature review was conducted, examining peer-reviewed articles from 2000–2024, which revealed biofeedback therapy’s efficacy in addressing stress-related symptoms across age groups. The study focuses on adolescents’ academic and extracurricular occupations, where stress significantly impacts mental and physical health. The project aims to establish a biofeedback therapy program at the Abilene Christian University Psychology Clinic, addressing gaps in current literature and practice guidelines. Utilizing the Person-Environment-Occupation-Performance (PEOP) model, the research highlights biofeedback’s potential to improve functional performance and participation for children …

Program Development And Administration Of Experiential Learning Practices In Ot Education, Elizabeth Ann Marie Beeman

Occupational Therapy Doctoral Capstones

Experiential learning opportunities enhance occupational therapy students’ clinical skills, confidence, and professional preparation through hands-on practice. This capstone project focused on program development and administration at Abilene Christian University’s occupational therapy department. Initially centered on establishing a student-run campus clinic, the project pivoted during week one when needs assessment revealed the clinic concept no longer aligned with departmental and university strategic goals. The revised focus incorporated experiential learning theory and interprofessional education. Over 14 weeks, I conducted nine faculty interviews and four student focus groups. Findings indicated unanimous support for mandatory, scheduled experiential learning opportunities while identifying common implementation barriers, …

Principals’ Perceptions Of Their Preparedness To Facilitate And Support Technology Integration In Schools: A Case Study Of Four Rural Texas Principals, Christina J. Campbell Ed.D.

Electronic Theses and Dissertations

School administrators face the challenge of leading technology integration that provides meaningful learning opportunities to prepare students for 21st-century skills and careers. Research has shown that administrative leadership support, behaviors, assumptions, and policies impact technology integration in the classroom. The International Society for Technology in Education (ISTE) standards include guidelines for education leaders and their role in supporting educators using technology. However, leaders underestimate the impact of their leadership on effective use in the classroom. The purpose of this qualitative case study was to explore the perceptions of South Texas rural public school principals working in Chapman Independent School District …

Registration Is A Powerful Rotation-Invariance Learner For 3d Anomaly Detection, Yuyang Yu, Zhengwei Chen, Xuemiao Xu, Lei Zhang, Haoxin Yang, Yongwei Nie, Shengfeng He

Research Collection School Of Computing and Information Systems

3D anomaly detection in point-cloud data is critical for industrial quality control, aiming to identify structural defects with high reliability. However, current memory bank-based methods often suffer from inconsistent feature transformations and limited discriminative capacity, particularly in capturing local geometric details and achieving rotation invariance. These limitations become more pronounced when registration fails, leading to unreliable detection results. We argue that point-cloud registration plays an essential role not only in aligning geometric structures but also in guiding feature extraction toward rotation-invariant and locally discriminative representations. To this end, we propose a registration-induced, rotation-invariant feature extraction framework that integrates the objectives …

Safe-Sora: Safe Text-To-Video Generation Via Graphical Watermarking, Zihan Su, Xuerui Qiu, Hongbin Xu, Tangyu Jiang, Jun-Hao Zhuang, Chun Yuan, Ming Li, Shengfeng He, Fei Yu

Research Collection School Of Computing and Information Systems

The explosive growth of generative video models has amplified the demand for reliable copyright preservation of AI-generated content. Despite its popularity in image synthesis, invisible generative watermarking remains largely underexplored in video generation. To address this gap, we propose Safe-Sora, the first framework to embed graphical watermarks directly into the video generation process. Motivated by the observation that watermarking performance is closely tied to the visual similarity between the watermark and cover content, we introduce a hierarchical coarse-to-fine adaptive matching mechanism. Specifically, the watermark image is divided into patches, each assigned to the most visually similar video frame, and further …

Jury-And-Judge Chain-Of-Thought For Uncovering Toxic Data In 3d Visual Grounding, Kaixiang Huang, Qifeng Zhang, Jin Wang, Jingru Yang, Yang Zhou, Huan Yu, Guodong Lu, Shengfeng He

Research Collection School Of Computing and Information Systems

3D Visual Grounding (3DVG) faces persistent challenges due to coarse scene-level observations and logically inconsistent annotations, which introduce ambiguities that compromise data quality and hinder effective model supervision. To address these challenges, we introduce Refer-Judge, a novel framework that harnesses the reasoning capabilities of Multimodal Large Language Models (MLLMs) to identify and mitigate toxic data. At the core of Refer-Judge is a Jury-and-Judge Chain-of-Thought paradigm, inspired by the deliberative process of the judicial system. This framework targets the root causes of annotation noise: jurors collaboratively assess 3DVG samples from diverse perspectives, providing structured, multi-faceted evaluations. Judges then consolidate these insights …

Cssa-Fusion: Channel Selective And Spatial Alignment Infrared-Visible Image Fusion, Zhen Li, Zhi Zeng, Zhongrui Xiao, Ming Wen, Zhiyuan Zhang, Yibin Tian

Research Collection School Of Computing and Information Systems

Infrared-visible image fusion aims to integrate complementary information from two modalities to generate images with enriched semantic content. However, existing methods often neglect two critical aspects: the design of a local–global feature enhancement architecture and spatial alignment. To address these challenges, we propose Channel Selective and Spatial Alignment Fusion (CSSA-Fusion), a novel framework composed of two synergistic modules. The first is a selective channel and redundancy suppression module, which introduces a dual-branch selective channel attention mechanism to jointly capture local saliency and global channel importance for enhanced feature representation, and an informativeness–redundancy separation strategy to suppress redundant information while preserving …

A Partition Cover Approach To Tokenization, Jia Peng Lim, Shawn Tan, Davin Choo, Hady Wirawan Lauw

Research Collection School Of Computing and Information Systems

Tokenization is the process of encoding strings into tokens of a fixed vocabulary size, and is widely utilized in Natural Language Processing applications. The leading tokenization algorithm today is Byte Pair Encoding (BPE), which formulates the tokenization problem as a compression problem and tackles it by performing sequences of merges. In this work, we formulate tokenization as an optimization objective, show that it is NP-hard via a simple reduction from vertex cover, and propose a polynomial-time greedy algorithm GreedTok. Our formulation naturally relaxes to the well-studied weighted maximum coverage problem which has a simple -approximation algorithm GreedWMC. Through empirical evaluations …