Digital Commons Network^™

Impact Of Sociodemographic, Clinical, And Intervention Characteristics On Pain Intensity Within A Single Music Therapy Session, Samuel N. Rodgers-Melnick, Douglas Gunzler, Thomas E. Love, Siran M. Koroukian, Mark Beno, Jeffery A. Dusek, Johnie Rose

Faculty Scholarship

Several studies support the efficacy of music therapy (MT) for reducing pain, but few have examined which interventions are most effective or which patients are more likely to respond. This study investigated which sociodemographic, clinical, and intervention characteristics are associated with clinically significant reductions in pain intensity (0–10 numeric rating scale reduction ≥2 units) within a single MT session. We conducted a retrospective review of 2039 MT sessions provided across a large health system among 1203 adult patients reporting pre-session pain ≥4/10, a complete post-session pain score, and a complete pre-session stress score. We employed a multivariable logistic mixed effects …

Home And Religion, Emma Alexandra Grimley, Orlando Woods, Lily Kong

Research Collection College of Integrative Studies

This chapter explores how religious practices and identities intersect with the home as both a construct and physical locale and surveys the social science literature on religion in/and the home. We argue that the shifting space-times of religious practice reflect and influence the changeable and porous boundaries between public and private space, the home and beyond the home. This influence is shown by reference to three areas of focus: the home as a private space of and for religion; the use of religion to cross social and spatial boundaries of home; and the reconfiguration of the home in religious practice …

Poster Abstract: Field Evaluation Of Body Thermoregulation-Based Dynamic Bedroom Air Temperature Control To Improve Sleep, Wenhao Zhang, Stefano Schiavon, Clayton Miller

Research Collection College of Integrative Studies

Sleep is essential for human health and well-being. Previous lab-based studies have shown that dynamically adjusting bedroom temperature according to body thermoregulation can improve sleep quality and thermal satisfaction. However, such strategies have not been tested in real-world settings, and there is a lack of practical solutions developed for residential buildings. In this work, we test a body thermoregulation-based dynamic air conditioning (AC) control strategy designed for typical Singapore homes and evaluated it in a pilot field deployment. The preliminary findings suggest that the proposed strategy can be successfully implemented in real bedroom settings and may improve sleep outcomes.

Beyond Green Claims: How Different Content And Visual Media Shape Sustainability Communication On Social Media Platforms, Elnur Nabivi

European Management Studies

Purpose: This study examines the types of green marketing content that drive consumer engagement on social media, focusing on content categories, visual media effectiveness, and platform-specific strategies.

Design/methodology/approach: Employing a mixed-method content analysis, the research analysed 3,138 posts from six FMCG companies’ corporate accounts on Facebook and X (formerly Twitter) over one year. Posts were coded for green marketing relevance, content type, visual media, and engagement metrics (likes, comments/replies, shares/reposts).

Findings: Green marketing content, comprising 38.4% of posts, outperformed non-green content in engagement across all metrics. Content highlighting environmentally responsible practices and green product promotion drove the …

Global Standards And Local Ambitions Across Green Taxonomies: Climate Change Mitigation From The European Union To South Africa, Theodor Florian Cojoianu, Andreas G. F. Hoepner, Ifigeneia Paliampelou, Anh Vu, Dariusz Wojcik

Research Collection College of Integrative Studies

Country-level green finance taxonomy standards have emerged to provide clarity on environmentally-sustainable economic activities to attract investment, protect financial services consumers, and counteract greenwashing. This paper adopts the Global Production and Financial Network (GPFN) approach and analyses factors affecting the climate change mitigation ambition level of the South African Green Finance Taxonomy (RSA GFT) in comparison with the EU taxonomy, which served as a model for South Africa's (RSA) regulators. It accounts for (i) the interplay between EU’s and RSA’s production and financial networks, and (ii) RSA’s willingness to attract European funding for sustainable development. We find that EU private …

Butte Priority Soils Operable Unit Clark Tailings Consolidated Waste Management Area Site Investigation Quality Assurance Project Plan (Qapp) Revision 0, Woodard & Curran

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

The Effectiveness Of A First-Year Experience Course: A Case Study From A Public Regional University In The Central United States, Taler J. Alexander

Electronic Theses and Dissertations

Student retention has become an increasingly popular topic for colleges and universities as they look for ways to keep students amid ever-changing budget climates. Research shows that high quality first-year experience (FYE) courses can provide crucial support to new students as they enter the college or university. Additionally, many researchers have found that supporting students through their transition to a new college environment, developing their sense of belonging, and helping them get involved on campus lead to increased student retention. The purpose of this study was to explore the curriculum, format, and delivery of the FYE course at Blue University …

The Heart Of Policing: Exploring The Essence Of The Phenomenon Between Organizational Culture And Police Officer Job Satisfaction, Charles C. Palmer

Electronic Theses and Dissertations

The purpose of this transcendental phenomenological qualitative study was to explore the essence of the phenomenon between organizational culture and police officer job satisfaction among rural law enforcement agencies in Oklahoma. Retaining police officers has become an increasingly challenging task for law enforcement organizations across the United States, as high turnover, costly recruitment, and voluntary resignations continue to strain departments. While previous research has primarily examined demographic and occupational variables influencing satisfaction, limited attention has been given to how organizational culture affects the lived experiences of U.S. police officers. Guided by Edgar Schein’s organizational culture theory, this study examined how …

Leading Beyond The Lecture: A Case Study Exploring How Community College Students Experience Their Instructors’ Positive Leadership Strategies, Mandy Morrison

Electronic Theses and Dissertations

Positive leadership, an approach to leading individuals to the point of flourishing, has been studied in corporate contexts. While the student-to-instructor relationships only distantly compare to the employee-to-supervisor dynamics, the relationships and power differential have similarities, making the pillars of positive leadership relevant in the context of higher education. Given the critical nature of student success to stakeholders in higher education and the students themselves, discovering instructor strategies that enhance student success can demonstrate an upward spiral of positivity that extends from the student, to the instructor, to the college, and ultimately to the community. Framed by leader-member exchange (LMX) …

How School Mentors Build Self-Efficacy In Novice Teachers: A Single Case Study, Christina Olga Sanchez

Electronic Theses and Dissertations

This qualitative single case study with embedded units explored how school mentors build selfefficacy in novice teachers across elementary, middle, and high school settings within a single public school district in Texas. Grounded in Bandura’s self-efficacy theory, which identifies four sources of self-efficacy: mastery experiences, vicarious experiences, verbal persuasion, and emotional and physiological states, this study examined the specific strategies mentors use to build self-efficacy and foster confidence and instructional competence in novice teachers. Data were collected through semistructured interviews with eight experienced educators formally designated as mentors. Thematic analysis was employed to identify patterns in mentoring practices and their …

Breaking Barriers: Mentorship Pathways For Hispanic Women In Leadership Roles, Ana Paola Gonzalez

Electronic Theses and Dissertations

This study aimed to understand the unique lived experiences of 10 Hispanic Latinas serving in leadership roles in 2-year community colleges in Texas. As the graduation rate of Hispanic women increases, institutions must identify mentorship programs that motivate women who continue to graduate to seek leadership positions within their institutions. Through life stories and lived experiences, the study's findings illustrate that mentorship is essential to creating, but that self-determination and self-advocacy also make it possible to find paths to leadership. Through thematic analysis, three themes emerged from the data: identity and representation, mentorship and support structures, and resilience and advocacy. …

Exploring The Influence Of Self-Efficacy And Cultural Identity On Black Teacher Retention, Cicely Kelly Ward

Electronic Theses and Dissertations

This study addressed the persistent challenge of retaining Black educators in racially diverse U.S. secondary schools. The specific problem was a knowledge gap regarding how the lived experiences of Black teachers connect their self-efficacy and cultural identity to retention. The purpose of this study was to explore these dynamics to inform the development of more effective support strategies. This qualitative phenomenological study involved semistructured interviews with 10 Black secondary school teachers who had 3 or more years of experience in the Southeastern region of Texas. The researcher analyzed the interview data using a thematic analysis framework to identify patterns of …

The Effect Of Perceived Principal Leadership Styles And School Type On Elementary Teacher Self-Efficacy, Karen M. Gonzalez

Electronic Theses and Dissertations

The purpose of this study was to explore the effect of perceived principal leadership styles and school type on elementary teachers’ self-efficacy. The study examined two research questions. The first examined differences between teachers’ self-efficacy in Title 1 and non-Title 1 schools, and the second examined differences in teacher self-efficacy and perceived principal leadership styles (authoritarian, democratic, and laissez-faire). The convenience sample included 129 elementary teachers from social media teacher groups that taught in various Title 1 and non-Title 1 school districts. I used a quantitative, causal-comparative method to collect data and survey questionnaires that identified trends in leadership styles …

Effectiveness Of Ai-Powered Language Learning Tools In The Workplace, Iswariya Baskar

Electronic Theses and Dissertations

This dissertation explored the experiences of multilingual employees with AI-powered language learning tools in financial and technology firms across the United States. As multilingual communication becomes increasingly vital in the workplace, the integration of artificial intelligence (AI) offers promising support in language acquisition and cross-cultural collaboration. The purpose of this basic qualitative study was to explore how AI-powered language learning tools influence the acquisition and retention of foreign languages of employees within financial and technology firms, how these tools strengthen professional identity and interpersonal communication, and how code-switching facilitated by AI impacts user experience and workplace engagement. Drawing from the …

From Personas To Talks: Revisiting The Impact Of Personas On Llm-Synthesized Emotional Support Conversations, Shenghan Wu, Yimo Zhu, Wynne Hsu, Mong-Li Lee, Yang Deng

Research Collection School Of Computing and Information Systems

The rapid advancement of Large Language Models (LLMs) has revolutionized the generation of emotional support conversations (ESC), offering scalable solutions with reduced costs and enhanced data privacy. This paper explores the role of personas in the creation of ESC by LLMs. Our research utilizes established psychological frameworks to measure and infuse persona traits into LLMs, which then generate dialogues in the emotional support scenario. We conduct extensive evaluations to understand the stability of persona traits in dialogues, examining shifts in traits post-generation and their impact on dialogue quality and strategy distribution. Experimental results reveal several notable findings: 1) LLMs can …

Chain Of Strategy Optimization Makes Large Language Models Better Emotional Supporter, Weixiang Zhao, Xingyu Sui, Xinyang Han, Yang Deng, Yulin Hu, Jiahe Guo, Libo Qin, Qianyun Du, Shijin Wang, Yanyan Zhao, Bing Qin, Ting Liu

Research Collection School Of Computing and Information Systems

The growing emotional stress in modern society has increased the demand for Emotional Support Conversations (ESC). While Large Language Models (LLMs) show promise for ESC, they face two key challenges: (1) low strategy selection accuracy, and (2) preference bias, limiting their adaptability to users’ emotional needs. Existing supervised fine-tuning (SFT) struggles to address these issues, as it rigidly trains models on single gold-standard responses without modeling nuanced strategy trade-offs. To overcome these limitations, we propose a novel two-stage framework that optimizes strategy selection preferences at each dialogue turn. We first leverage Monte Carlo Tree Search to construct ESC-Pro, a high-quality …

Exploring Autonomous Agents: A Closer Look At Why They Fail When Completing Tasks, Ruofan Lu, Yichen Li, Yintong Huo

Research Collection School Of Computing and Information Systems

Autonomous agent systems powered by Large Language Models (LLMs) have demonstrated promising capabilities in automating complex tasks. However, current evaluations largely rely on success rates without systematically analyzing the interactions, communication mechanisms, and failure causes within these systems. To bridge this gap, we present a benchmark of 34 representative programmable tasks designed to rigorously assess autonomous agents. Using this benchmark, we evaluate three popular open-source agent frameworks combined with two LLM backbones, observing a task completion rate of approximately 50%. Through in-depth failure analysis, we develop a three-tier taxonomy of failure causes aligned with task phases, highlighting planning errors, task …

Crisis Observatory: Extracting Credible Signals During A Crisis In The Age Of Llms, Kuan-Chieh Lo, Pranav Maneriker, Sriram Sai Ganesh, Dominik Winecki, Kelly Garrett, Ayaz Hyder, Arnab Nandi, Valerie Shalin, Shannon A. Bowen Ph.D., Amit Sheth, Srinivasan Parthasarathy

Publications

Systems for crisis response have required several different models for the analysis of unstructured text, such as identifying needs, locations, topics, routing, and matching of needs with available responders. Large Language Models (LLMs) have replaced task-specific models across various language processing tasks. However, LLMs are known to be limited by their training data, collected before the crisis. In this demo, we explore the use of LLMs for crisis response scenarios with rapidly evolving information environments. We show how the augmentation of these models with external reliable sources of crisis-specific information can help build adaptive systems for response. The demonstration video …

The Irrelevance Of “Peak Fame” On Celebrity Candidate Success, Richard T. Longoria, Dana Reyes

Political Science Faculty Publications

Objective

Does it matter “when” a celebrity runs for office? The political scientists who study celebrity candidates need to consider an important insight from communications and media scholars. Fame is a time-dependent variable. Someone who was famous 40 years ago may no longer be widely known today.

Methods

A list of celebrity political candidates who ran for office in the United States between 1865 and 2022 was created to measure campaign success.

Results

In terms of winning an election, it does not matter whether a celebrity candidate runs at the peak of their fame or waits until decades later. What …

Cerumen Impaction, Children's Mercy Kansas City

Clinical Pathways

No abstract provided.

The Functional Connectome Mediates Associations Between Fitness And Cognition Across The Adult Lifespan, Juniad Merchant, Jeremy J. Purcell, Daniel D. Callow, Junyeon Won, Yash Kommula, Samuel Rosenberg, Yi Wei, John L. Woodard, Kristy A. Nielson, Stephen M. Rao, Sally Durgerian, Shuo Chen, J. Carson Smith

Psychology Faculty Research and Publications

Cardiorespiratory fitness (CRF) is increasingly recognized as essential for improving neural and cognitive function, especially in older age. Here, we examined a cross-sectional sample of the Human Connectome Project (HCP) Aging dataset (ages 36–100; N = 378) to test the hypothesis that functional connectivity profiles that are related to CRF are also associated with episodic memory and executive function across middle age and older adults. To test these hypotheses, we first used connectome-based predictive modeling (CPM) to identify functional connections (FCs) that were separately predictive of CRF (2 Minute Walk Test), episodic memory (Rey Auditory Verbal Learning Test), and executive …

Student Engagement In Early Education Classrooms: A Mixed Methods Study Examining Student And Teacher Perspectives, Jill Ann Derosa

Theses & Dissertations

Student disengagement is a persistent issue in U.S. public schools and has been linked to negative outcomes for students. When students are engaged in learning, they are more likely to achieve academic success and socioemotional well-being in school. This study evaluated multiple perspectives on student engagement to gain a deeper understanding of how students and teachers in one school are making sense of engagement in their classrooms. Using a mixed-methods approach, I employed student surveys and conducted focus groups with both students and teachers to gather data on participants’ perceptions of student engagement. The findings from this study highlight that …

Why Stop At One Error? Benchmarking Llms As Data Science Code Debuggers For Multi-Hop And Multi-Bug Errors, Zhiyu Yang, Shuo Wang, Yukun Yan, Yang Deng

Research Collection School Of Computing and Information Systems

LLMs are transforming software development, yet current code generation and code repair benchmarks mainly assess syntactic and functional correctness in simple, single-error cases. LLMs’ capabilities to autonomously find and fix runtime logical errors in complex data science code remain largely unexplored. To address this gap, we introduce DSDBench: the Data Science Debugging Benchmark, the first benchmark for systematic evaluation of LLMs on multi-hop error tracing and multi-bug detection in data science code debugging. DSDBench adapts datasets from existing data science task benchmarks, such as DABench and MatPlotBench, featuring realistic data science debugging tasks with automatically synthesized multi-hop, multi-bug code snippets. …

Discussion Of "Csr And Negative Corporate Events: The Moderating Role Of Managerial Overconfidence", Hye Sun Chang

Research Collection School Of Accountancy

Corporate social responsibility (CSR) refers to the notion that firms are accountable not only to shareholders but also to a broader set of stakeholders including customers, employees, creditors, and the communities in which they operate. Although CSR has long been part of corporate discourse, its prominence has grown with the rise of environmental, social, and governance (ESG) concerns. Today’s consumers and stakeholders are increasingly attentive to issues such as climate change, economic inequality, labor rights, and social justice, prompting firms to align their strategies with evolving societal expectations. Building on this increasingly salient backdrop, Chu et al. (2026), hereafter CCT, …

A Comparison Of Comparisons: Evidence From An International Comparative Study Of 'Smart Cities', Kevin Ward, Teresa Abbruzzese, Tim Bunnell, Paolo Cardullo, I-Chun Catherine Chang, Byron Miller, Ramon Ribera-Fumaz, Haeran Shin, Zachary Spicer, Orlando Woods

Research Collection College of Integrative Studies

Every year the list lengthens of cities with some sort of ‘smart city’ public policy. In some, it emerges as the latest in a long line of urban digital and information communication policies. In others, the introduction of the notion of the ‘smart city’ marks a departure from past approaches to public policy. Additionally, the more studies emerge of actual smart city policies, then the less definitional agreement there seems to be. Nevertheless, that we have witnessed in the last two decades the ‘repeated instance’ of smart cities emerging in cities around the world seems incontrovertible. Like so much urban …

Global Cooling Watch 2025, Omar Abdelaziz, Ray Gluckman, Ian Hamilton, Radhika Khosla, Lily Riahi

Research Collection College of Integrative Studies

The second edition of UNEP’s Global Cooling Watch Report takes a deep dive into one of the decade’s most urgent challenges: surging heat, soaring cooling demand, and stark inequalities in access. Produced by the UNEP-led Cool Coalition, the report provides a comprehensive assessment of the rapidly growing global demand for cooling and the need for climate-friendly solutions to the issue. The 2025 report builds on the first Global Cooling Watch (2023), which established the Sustainable Cooling Pathway framework. The new edition deepens analysis of intensifying extreme heat and its effect on cooling demand, improved assessment of passive cooling, and coverage …

A Fake Friend? Ai Companions Are Exactly That, Seow Hon Tan

Research Collection Yong Pung How School Of Law

In a commentary, SMU Associate Professor of Law Tan Seow Hon discussed how AI companions, which promise emotionally intelligent companionship, have blurred the line between human and machine relationships by mimicking empathy, memory, and affection. She suggested that while such technologies may ease loneliness, they risk fostering narcissism, diminishing real human connection, and replacing authentic friendship with comforting illusions that erode the capacity for love and community.

Seeing Beyond The State: Private Sector-Led Smart City Governance In Bsd City, Indonesia, Prerona Das, Orlando Woods, Lily Kong

Research Collection College of Integrative Studies

In recent decades new cities have sprung up at a rapid pace, aided by private sector funding (Hogan et al., 2012). Within the realm of smart city development, private sector influence over urban governance has substantially increased, particularly through Public-Private Partnerships (PPPs). However, in Indonesia, there is an emerging trend of the private sector exerting significant control over ‘independent’ greenfield smart cities beyond state-led frameworks. This paper develops the idea of seeing beyond the state which involves looking past conventional state-centered approaches to urban governance. It considers instead how power and control are exercised outside or beyond the usual boundaries …

Progresssive Maculopathy In A Child Resulting From Vitreopapillary Traction On A Congenitally Anomalous Nerve, Ross M. Kennamer-Chapman, Lee M. Jampol, Rithwick Rajagopal

2020-Current year OA Pubs

PURPOSE: To present a case of worsening maculopathy and vision loss because of vitreopapillary traction associated with an anomalous optic nerve head in a pediatric patient successfully managed with pars plana vitrectomy.

METHODS: Retrospective case report.

RESULTS: A 13-year-old boy presented with unilateral maculopathy that slowly progressed over a 4-year period. As his visual acuity declined, he became increasingly symptomatic. The macular pathology occurred in the setting of vitreopapillary traction overlying multiple congenital optic nerve abnormalities, including a myelinated nerve fiber layer and a Bergmeister papilla. After pars plana vitrectomy to alleviate the traction, the patient's macular appearance improved, and …

In Flux, Gavin G. Gilmore

Electronic Theses and Dissertations

This thesis explores my practice of non-representational, mixed media painting as a way to consider the passage of time and the shifting nature of memory. Working in layers of paper, pigment, paint, and other materials, I build and disrupt surfaces that mirror the instability of short-term memory and the gradual erosion experienced during my father’s journey with Alzheimer’s disease. Each painting becomes a palimpsest where gestures accumulate, fade, or reemerge, reflecting how memories surface, distort, or disappear.

Through this layered process, the work intertwines personal narrative with broader questions of how time is felt rather than measured. The paintings act …