Digital Commons Network^™

Neuromuscular Hamstring Profile Based On Strength Imbalance As A Basis For Injury Prevention In Youth Football Players, Yulingga Nanda Hanief, Sri Sumartiningsih, Setya Rahayu, Heny Setyawati, Hadi Hadi, Karol Karol Jaskulski

Indonesian Journal of Research in Physical Education, Sport, and Health

Background: Hamstring strength imbalance between the left and right sides has been identified as a factor contributing to increased injury risk in athletes. However, few studies have evaluated not only bilateral strength differences but also the magnitude of clinically significant imbalances in various hamstring strength parameters. Objective: This study aims to analyze bilateral hamstring muscle asymmetry in terms of maximum, average, and maximum impulse strength, and to evaluate whether the distribution of high imbalances reaches clinically relevant thresholds associated with potential injury risk. Methods: This study is a cross-sectional observational study. Twenty athletes (n = 20) underwent hamstring strength measurements …

Building Access To Care For Women And Girls+ With Bleeding Disorders: The Wgbd Clinic Of Excellence Model, Ming Y. Lim, Katherine C. Anguiano, Shannon L. Carpenter, Kerry B. Funkhouser

Manuscripts, Articles, Book Chapters and Other Papers

No abstract provided.

Lost In Translation: Chomskyan Analysis Of Language Variation In Ai, Post-Critical Learners, And Native Speakers, Hannah Van Rijnswou

Holster Scholar Projects

Artificial Intelligence (AI) and Large Language Models (LLMs) have revolutionized linguistic theory, raising questions about human language acquisition. Some argue AI's language generation challenges the concept of innate linguistic ability, while others contend it reinforces it. This research examines AI's "Surplus of the Stimulus" learning—relying on vast datasets—against human language acquisition, particularly within Chomskyan frameworks of Universal Grammar and the "Poverty of the Stimulus." By analyzing language production across three groups—Native English Speakers, Post-Critical Period Second Language Learners, and LLMs—this study compares linguistic complexity using the Lexical Opulence Index (LOI). Data is collected through structured prompts across four linguistic registers: …

Editing And Proofreading Tips, Dawn Atkinson

Writing

No abstract provided.

Scholarly Writing Conventions, Dawn Atkinson

Writing

No abstract provided.

“Sometimes I Have To Figure Things Out By Talking About Them”: Conceptualizing Think-Aloud Protocols As Spaces For Reflexivity During Open Textbook Construction, Dawn Atkinson, Stacey Corbitt

Writing

Abstract Open textbooks, freely available open educational resources, have an ever-growing presence in learning environments around the world, though detailed studies of their development are rare. The challenges of tracking textbook writing activity in a precise manner over time may account for this sparsity. To highlight how process-tracing research can contribute insight to the textbook development literature, particularly that focused on open textbook writing, this study addresses the roles that think-aloud protocols (TAPs) played during the construction of an open corequisite writing textbook. The volume, which was designed with underprepared university students in mind, stresses the growth of academic and …

Adolescent Executive Function As A Resilience Factor In The Family Stress Model Among Mexican-Origin Families, Su Yeong Kim, Yayu Du, Tianlu Zhang, Jingyi Shen, Kiera M. Coulter, Lester Sim, Wen Wen, Belem G. Lopez, Maria M. Arredondo, Shen Yishan, Hou Yang

Research Collection School of Social Sciences

Mexican-origin families often face economic hardship due to systemic oppression, increasing the likelihood of adolescent marijuana use. While the family stress model provides insight into the mechanism of the association between family economic hardship and adolescent marijuana use, resilience factors are relatively unknown. The present study uses a three-wave longitudinal data set of Mexican immigrant families in the United States (Wave 1—adolescents: Mage = 12.29, SD = 0.93; mothers: Mage = 38.57, SD = 5.71) to investigate the mechanism underlying the association between family income and adolescents’ likelihood of marijuana use, guided by the family stress model. The protective role …

A 3-Item Short Version Of The Fear Of Missing Out (Fomo) Scale For Trait And Time-Intensive Designs: Measurement Invariance And Psychometric Properties, Eva M. Hisham, Andree Hartanto, Nadyanna M. Majeed

Research Collection School of Social Sciences

Research on Fear of Missing Out (FoMO) has gained prominence alongside the rise of digital connectivity and social media, which offer individuals continuous access to others’ experiences in real time. Importantly, it has been increasingly recognised as an important psychological construct, closely associated with various problematic digital behaviours. As the fields of media psychology and human-computer interaction increasingly adopt time-intensive methodologies (e.g., daily and weekly studies) to capture dynamic experiences of technology use, there is a growing need for brief yet psychometrically-sound measures of FoMO suitable for such designs. The present work reports the development of a 3-item FoMO scale …

Advances In Iot, Ai, And Sensor‑Based Technologies For Disease Treatment, Health Promotion, Successful Ageing, And Ageing Well, Yuzhou Qian, Keng Siau

Research Collection School Of Computing and Information Systems

Recent advancements in the Internet of Things (IoT) and artificial intelligence (AI) are unlocking transformative opportunities across society. One of the most critical challenges addressed by these technologies is the ageing population, which presents mounting concerns for healthcare systems and quality of life worldwide. By supporting continuous monitoring, personal care, and data-driven decision-making, IoT and AI are shifting healthcare delivery from a reactive approach to a proactive one. This paper presents a comprehensive overview of IoT-based systems with a particular focus on the Internet of Healthcare Things (IoHT) and their integration with AI, referred to as the Artificial Intelligence of …

Unsupervised Visual Chain-Of-Thought Reasoning Via Preference Optimization, Kesen Zhao, Beier Zhu, Qianru Sun, Hanwang Zhang

Research Collection School Of Computing and Information Systems

Chain-of-thought (CoT) reasoning greatly improves the interpretability and problem-solving abilities of multimodal large language models (MLLMs). However, existing ap proaches focus on text CoT, limiting their ability to lever age visual cues. Visual CoT remains underexplored, and the only work [35] is based on supervised fine-tuning that relies on extensive labeled bounding-box data and is hard to generalize to unseen cases. In this paper, we introduce Unsupervised Visual CoT (UV-CoT), a novel framework for image-level CoT reasoning via preference optimization. UV-CoTperforms preference comparisons between model generated bounding boxes (one is preferred and the other is dis-preferred), eliminating the need for …

Eeg And Media Multitasking: Adhd As A Moderating Factor, Xiaoying Guo

Theses and Dissertations

Media use has become an integral part of everyday life. It has risen dramatically over the past century with the advent of television, computers, and digital platforms, and more recently, it has been characterized by individuals using multiple devices simultaneously (Bushman & Anderson, 2001; Nielsen Media Research, 1998; Rideout & Robb, 2019, 2021). Media multitasking (MMT) has been linked to cognitive control challenges and attentional difficulties. This study examined EEG workload (Fz theta/Pz alpha ratio), survey accuracy, and ADHD traits (ASRS v1.1) in 33 adult participants across baseline and single-versus dual-media conditions. Results indicated that mental workload was significantly higher …

Predictors Of Outpatient Follow-Up Attendance And Subsequent Psychiatric Readmission, Sandra J. Beltran

Theses and Dissertations

Psychiatric readmissions remain a persistent challenge in mental health care, often reflecting gaps in continuity of treatment following discharge. The Agency for Healthcare Research and Quality (2019) indicated that a key component in preventing inpatient readmission is adequate outpatient care following discharge. Moreover, early attendance in outpatient follow-up visits is associated with improved patient outcomes (Boston Medical Center, 2022). Various predictors are associated with engagement in outpatient services, such as age, medication compliance, and socioeconomic variables (Carson et al., 2014; Li et al., 2005; Marino et al., 2016; Stubbs et al., 2024).

The present study sought to determine whether psychiatric …

Parent Perspectives On Contemporary Adolescent Concerns, Allyson Worthy

Theses and Dissertations

Adolescence is a critical developmental period that marks the transition between childhood and adulthood. Psychopathology is known to emerge during this time, in which many internalizing and externalizing disorders have their onset. The assessment of adolescent psychopathology involves use of questionnaire measures to obtain perspectives from the adolescent themselves, their parents, and their teachers. Parents have been found to be especially important informants of adolescent functioning. With new challenges that arise for present-day adolescents (e.g., social media use), parents can provide insight into the different areas that need to be evaluated when assessing domains of contemporary adolescents’ development and psychopathology. …

Advancing University Student Health And Wellbeing Through Peer-Led Health Promotion: A Quality Improvement Project​ ​, Rojeda Merani, Elizabeth Page, Elizabeth Roth

DNP Projects

Background: Peer-led health promotion is widely recognized as an effective strategy for increasing engagement, trust, and health literacy among university students. However, few frameworks guide development and implementation of these programs.

Objective: To evaluate the feasibility, implementation process, and perceived effectiveness of a peer-led health promotion model supported by Doctor of Nursing Practice (DNP) mentorship at a mid-sized private university.

Participants: Thirteen undergraduate students from a diverse set of academic programs were recruited as Peer Health Ambassadors (PHAs) and paired with DNP student mentors.

Methods: Guided by the Implementation Research Logic Model, the project used a four-phase QI process: targeted …

The Efficacy Of Emdr Therapy Compared To Tf-Cbt In Adopted Children To Manage Post-Traumatic Stress: An Integrative Review, Grace Ann Steiner

Senior Honors Theses

This integrative review examines the efficacy of eye movement desensitization and reprocessing (EMDR) therapy compared to trauma-focused cognitive behavioral therapy (TF-CBT) in managing post-traumatic stress disorder (PTSD) in adopted children. Children adopted from foster care tend to experience more adverse childhood experiences (ACEs) and maladjustment issues when compared to the general population, which necessitates effective therapeutic interventions to reduce PTSD symptoms and emotional dysregulation. Through analysis and comparison of the data, it was determined that both EMDR and TF-CBT effectively alleviated trauma-related symptoms, although one technique is not necessarily always more effective or efficient than the other. Along with reviewing …

The Science Of Sound: Studying The Cognitive, Emotional, And Physiological Effects Of Frequency, Genre, And Music, Jett Yarborough

Senior Honors Theses

Music influences emotion, physiology, and cognition, yet little is known about how the frequency it is tuned to affects these influences. Prior research has shown that music tuned to 432 Hz can reduce stress, lower blood pressure, and improve sleep. My colleagues and I conducted two studies to investigate this. Our research found that music tuned to 432 Hz promotes a significant increase in memory retention and induces a state of focus and relaxation. These results suggest that shifting from the standard tuning frequency of 440 Hz to 432 Hz could have a profoundly positive impact on our daily lives. …

Program Evaluation Of Tms Treatment For Patients With Comorbid Major Depressive Disorder And Ptsd, Alec Wilson

Doctor of Nursing Practice

Nearly six million in the U.S. experience symptoms associated with the diagnoses of comorbid Major Depressive Disorder (MDD) and Post Traumatic Stress Disorder (PTSD). Many with these diagnoses fail to respond to first line treatments that include medication and psychotherapy. Transcranial magnetic stimulation (TMS) therapy is a non-invasive treatment option for individuals who fail to respond to first line treatments.

Methods: This program evaluation completed a retrospective chart review of adult patients with comorbid MDD and PTSD, who received TMS treatments at a private practice clinic between the time frame of September 2024 and October of 2025.

Results: All …

A Program Evaluation Of An Integrated Mental Health Model In A Rural Primary Care Clinic, Shelley Rickett

Doctor of Nursing Practice

Background: Mental health issues are not unique to Eastern Montana, in February 2021 there were 44,000 adults in Montana diagnosed with a serious mental illness (NAMI,2021). Access to mental health services in Eastern Montana is challenging due to the number of small rural towns that have a significant distance between them. There is an insufficient number of mental health providers and counselors to cover this large geographical area, significantly impacting access to mental health services. In an attempt to impact mental health access, primary care clinics are integrating these services into an integrated mental health model.

Purpose: The …

Myplate For Healthy Diet And Physical Activity: A Pilot Project, Christin Sullivan

Doctor of Nursing Practice

Background: Over 100 million American adults are obese. This has increased from 38.5% in 2013-2016 to 41.8% in 2017-2020 and is predicted to keep rising. Significant health risks are linked to obesity, prompting weight loss movements at the local, national and global level. Recently, Semaglutide has been favored in weight loss programs but must be augmented by education on healthy diet and physical activity for weight reduction and maintenance.

Purpose: The purpose of this scholarly project was to pilot the MyPlate method on healthy diet and physical activity and determine its effects on patient knowledge of healthy diet and physical …

Misuse Of Financial Services For The Sexual Exploitation Of Children: A Socio-Legal Study In Indonesia, Ahmad Sofian

The Indonesian Journal of Socio-Legal Studies

This paper discusses children in the online space who are entrapped in interactions across various social media applications and digital platforms and became victims of sexual exploitation practices and how this sexual exploitation is facilitated by the availability of diverse financial service providers that allow for transactions between perpetrators and victims as well as distributors and producers. In view of ongoing efforts by the Indonesian government to formulate more relevant and effective regulations for child protection, this study is crucial for our understanding of the realities of sexual exploitation in the context of children’s use of social media and may …

The Power A Generation Holds: A Study On Students Generating Change In American Social Movements, Caroline E. Koziol

Dartmouth College Master’s Theses

Social activism ebbs and flows throughout American history. In the contemporary period, high visual coverage of activism has contributed to frustrations over the apparent decrease in change despite perceptions of increased participation. Young activists in the classroom ask questions to learn from their predecessors. This paper focuses on answering, “How can students create sustained change through social activism?” The present work recenters activism in the role of students and higher education institutions, noting their potential for creating change through a formula for future activists to engage with. The proposed formula targets methods and theories to bolster success towards the cause …

The Question Not Presented: Government And Social Media Corruption After Murthy V. Missouri, Christopher Lin

Penn State Law Review (2003 - Present)

No abstract provided.

The Camouflaged Canary In The Coalmine: The Seeming Erosion Of Judicial Deference To The Department Of Defense, Russell Spivak, Adam Aliano

Penn State Law Review (2003 - Present)

No abstract provided.

In Support Of Free Speech On Food Production, Nicole Ligon

Penn State Law Review (2003 - Present)

No abstract provided.

Mapping Interior Focalization: Social Network Analysis And Free Indirect Discourse In Mrs. Dalloway, Zhuojun Jiang

IPHS 200: Programming Humanity

Mrs. Dalloway, a highly renowned stream-of-consciousness novel in modern literature, employs extensive use of free indirect speech and shifting focalization, leaving the relationships between its characters elusive and sophisticated. How does social network analysis behave when focalization shifts rapidly across characters in free indirect discourse? This study employs specific literary analysis with social network analysis as digital humanities methodology to investigate the contrast between the superficial social structures and the interior psychological relationship structures. I referenced Jessica Daugherty’s poster on social network analysis and Professor Elkin’s sentiment analysis on Mrs. Dalloway as my sources of inspiration, and I used ChatGPT, …

Sentiment Oscillations In Mafia Cinema: Using Sentiment Analysis To Quantify The Critical Disparity Within The Godfather Trilogy, Andrew Vera

IPHS 200: Programming Humanity

This project uses sentiment analysis technology to examine the screenplays of The Godfather trilogy. Sentiment analysis generates data based on dramatic dialogue, rating each line on a sentiment scale that indicates the level of emotional intensity or neutrality, as well as whether the sentiment is positive or negative. By using this technology, the study identifies the unique curves of each film, allowing for a comparison of narrative peaks and valleys that helps explain the disparity between the series' acclaim and its criticism. Additionally, by measuring the sentiment arc disparities, the study seeks to illustrate why the first two films in …

Emotional Stability And Deception In Multi-Agent Ai Negotiations Tracking Emotional Drift, Persuasion And Influence Using Valence-Arousal-Dominance, Godwin Idowu

IPHS 200: Programming Humanity

Today, large language models are often applied as smart agents who are capable of communicating, negotiating and making decisions together in the same space. In this work, I designed a test scenario where three different AI agents, having different goals, a cooperative helper, a competitive maximizer, and a deceptive agent, are sharing resources in a number of rounds. I would like to observe how the different goals of the agents affect the emotions of the agents. Each time the agents meet, I interpret their communications to assign them numerical values that measure the intensity of their perceived positivity, excitement, or …

The Fear Factor: Exploring The Experiences Of Fear Of Secondary School Teachers, Kelly J. Raines

Doctor of Education (Ed.D)

Fear can be a powerful catalyst for cognitive potential, or a potent agent of havoc. This descriptive (transcendental) phenomenological study aimed to understand the phenomenon of fear experienced by teachers in public and private secondary schools in Central Florida. Semi-structured interviews collected data from the purposive sample, and the data were thoroughly analyzed using Colaizzi's (1978) model. The emergent essence of the lived experience of teachers identified the phenomenon of fear as the inducement of a debilitating sense of powerlessness that diminishes self-confidence and self-efficacy, resulting in emotional, cognitive, and/or physical impairments that directly affect the metacognitive potential of teachers. …

Much Ado About Critical Race Theory, Matthew Patrick Shaw

Vanderbilt Law School Faculty Publications

This Article offers novel observation and critical intervention in the challenge to state laws which have been adopted, allegedly, to prevent the teaching of critical race theory

(CRT) in public schools. Against the trend of recent scholarship that understands these laws as curricular censorship of topical subjects and seeks to contest their validity on those grounds, this Article more accurately identifies them as pedagogical censorship: Limits on teaching methods, which raise different, potentially more dispositive questions about the states’ educational decision-making authority—questions that the U.S. Supreme Court has long sought to avoid. But exposing these so-called “anti-CRT” laws as neither …

Resilient Families, Thriving Communities, Melanie Phillips

Selected Social Change Portfolios in Prevention, Intervention, and Consultation

Goal Statement: My goal as a future marriage counselor is to reduce the number of marriages that end in divorce in my community. I aim to achieve this through preventative measures designed to increase relationship resilience and promote the overall well-being of families and the community. Significant Findings: This paper explores the rising divorce rates in Thatcher, Arizona, and highlights preventative measures to strengthen marriages in order to reduce marital dissolution. Key findings suggest that proactive interventions, such as marriage education programs and the passing of pro-marriage public policies, are more cost-effective than addressing the consequences of divorce (U.S. National …