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Comparing Immersive And Nonimmersive Clinical Experiences In Athletic Training Education: Effects On Student Engagement And Confidence, Julie M. Cavallario, Shana Pribesh, S. E. Walker Jan 2025

Comparing Immersive And Nonimmersive Clinical Experiences In Athletic Training Education: Effects On Student Engagement And Confidence, Julie M. Cavallario, Shana Pribesh, S. E. Walker

Rehabilitation Sciences Faculty Publications

Context

With the shift to a graduate-level professional degree in athletic training, it was hypothesized that immersive clinical experiences (ICEs) would be more effectively integrated into curricula than non-ICEs (N-ICEs) and better prepare students for practice.

Objective

To longitudinally compare clinical engagement opportunities in ICEs versus N-ICEs and assess if these opportunities are associated with changes in student confidence in performing related tasks.

Design

Prospective, longitudinal, time-diary study using a Web-based survey. Patients or Other Participants: Fifty-three first-year, master’s-level athletic training students from 21 programs.

Main Outcome Measure(s)

Participants reported their type of clinical experience (ICE, N-ICE, or none), the …


Understanding Injury-Related Fear In Individuals With Chronic Ankle Instability: A Qualitative Approach, Ashley M. B. Suttmiller, Julie M. Cavallario, Shelby E. Baez, Ryan S. Mccann Jan 2025

Understanding Injury-Related Fear In Individuals With Chronic Ankle Instability: A Qualitative Approach, Ashley M. B. Suttmiller, Julie M. Cavallario, Shelby E. Baez, Ryan S. Mccann

Rehabilitation Sciences Faculty Publications

Context

The Tampa Scale of Kinesiophobia (TSK-11) is used to identify injury-related fear (IR-Fear) in individuals with chronic ankle instability (CAI) and is a predictor of poor health outcomes. Limited knowledge beyond quantitative scores necessitates a deeper, qualitative understanding of IR-Fear to reduce the burden of fear within CAI patients.

Objective

To explore the perceptions and experiences that influence IR-Fear within the CAI population.

Design

Consensual qualitative research.

Setting

Individual semistructured video conference interviews.

Patients or Other Participants

Nine participants with CAI were selected as a follow-up from a web-based questionnaire investigating the fear-avoidance model. Potential participants were contacted based …


Problem-Centered Post-Secondary Computer Science Education: A Study Of The Private Artificial Intelligence Curriculum, Golnoush Haddadian, Prajwal Panzade, Daniel Takabi, Min Kyu Kim Jan 2025

Problem-Centered Post-Secondary Computer Science Education: A Study Of The Private Artificial Intelligence Curriculum, Golnoush Haddadian, Prajwal Panzade, Daniel Takabi, Min Kyu Kim

School of Cybersecurity Faculty Publications

In response to the demand for Artificial Intelligence (AI) experts, this study introduced a curriculum development initiative. The aim was to design and implement a Private AI curriculum to understand the computer science (CS) students’ evaluations of the curricular activities and their levels of interest and motivation. Twenty-five students, a mix of undergraduates and graduates, were recruited and a scaled-down version of the curriculum was implemented. A parallel mixed-methods approach was employed. The results reinforced the significance of problem-centered curricula in CS context. Students rated the curricular activities highly and demonstrated strong motivation; however, graduates expressed more favorable view of …


College Students' Identity Differences In Offline And Online Learning Environment And Their Effects On Achievement Motivation, Sang-Soog Lee, Jinhee Kim, Seung Won Yu, Na Li Jan 2025

College Students' Identity Differences In Offline And Online Learning Environment And Their Effects On Achievement Motivation, Sang-Soog Lee, Jinhee Kim, Seung Won Yu, Na Li

STEMPS Faculty Publications

The unprecedented evolution of educational technologies has transformed the learning landscape, creating distinct experiences in offline and online learning environments (OLE). However, little attention has been given to exploring students’ identities in the online learning context and how they can influence academic trajectories, limiting the development of a holistic understanding of the nature, effects, and areas of improvement in students’ identity formation in OLE. This study aims to investigate how students’ identity subcomponents differ among offline and OLE students via propensity score matching (PSM) in China, which allows us to find a doppelganger to estimate the counterfactual situation for making …


Exploring Lis Curriculum: Agency, Identity, Practices, Holly Hebert, Amanda Harrison, Rene Burress, Kelly Pryde, Lauren Hays, Fei Yu, Elizabeth Burns, Cari Cusick Jan 2025

Exploring Lis Curriculum: Agency, Identity, Practices, Holly Hebert, Amanda Harrison, Rene Burress, Kelly Pryde, Lauren Hays, Fei Yu, Elizabeth Burns, Cari Cusick

STEMPS Faculty Publications

The practices of LIS educators provide agency and identity for developing LIS professionals. It is essential that LIS programs interrogate their curricula to best prepare emerging LIS professionals. The Curriculum SIG will present three projects that explore practices and curriculum for LIS training.

Dr. Amanda Harrison, Dr. Rene Burress, Kelly Pryde, Dr. Cari Cusick, and Dr. Lauren Hays, will present “Teaching Accessibility in a Library and Information Science MLS program.” LIS students must develop knowledge, skills, and awareness to create inclusive, accessible libraries (American Library Association, 2018; IFLA Standing Committee of Libraries Serving Disadvantaged Persons, 2005; Jaeger et …


Hiv Protein Tat Dysregulates Multiple Pathways In Human Ipscs- Derived Microglia, Liam Liyang Guo, Robert Jiang, Yan Cheng, Brooke Russell, Yan Y. Sanders, Ming-Lei Guo Jan 2025

Hiv Protein Tat Dysregulates Multiple Pathways In Human Ipscs- Derived Microglia, Liam Liyang Guo, Robert Jiang, Yan Cheng, Brooke Russell, Yan Y. Sanders, Ming-Lei Guo

Department of Biomedical and Translational Sciences Faculty Publications

In the era of combined antiretroviral therapy, around 50% of chronic HIV (+) individuals show varying degrees of memory and cognitive deficiency (NeuroHIV), a phenomenon of accelerated brain aging. HIV protein transactivator of transcription (TAT) has been well-accepted as a risk factor contributing to NeuroHIV through dysregulating microglia (Mg) functions. Previous studies have demonstrated that HIV-TAT can affect lipid metabolism, immune responses, autophagy, and senescence in rodent Mg. However, due to the significant species differences between rodent and human Mg (hMg), it is essential to take caution when interpreting the results obtained from rodent models into human conditions. For the …


Eeg Spectral Analysis Of Nighttime Sleep And Daytime Mslts And Neurocognitive Evaluations In Subjects With Co-Morbid Insomnia And Osa, Yuan Shi, Yuru Nie, Fengyi Hao, Xujun Feng, Ye Zhang, Larry D. Sanford, Rong Ren, Xiangdong Tang Jan 2025

Eeg Spectral Analysis Of Nighttime Sleep And Daytime Mslts And Neurocognitive Evaluations In Subjects With Co-Morbid Insomnia And Osa, Yuan Shi, Yuru Nie, Fengyi Hao, Xujun Feng, Ye Zhang, Larry D. Sanford, Rong Ren, Xiangdong Tang

Department of Biomedical and Translational Sciences Faculty Publications

Background

Chronic insomnia and obstructive sleep apnea commonly co-occur. Few studies have explored the neurophysiological and neurocognitive characteristics of COMISA, which could help guide improving treatment diagnostic tools and determining novel therapeutic targets. This study aims to explore the neurophysiological and neurocognitive characteristics of COMISA using electroencephalographic (EEG) spectral analysis and subjective and objective neurocognitive measurements.

Methods

Participants were from our community recruited OSA-insomnia-COMISA cohort with 206 included for our current analysis including 74 chronic insomniacs (CIs), 55 OSA patients and 77 COMISA patients. Standard polysomnography (PSG) and multiple sleep latency tests (MSLTs) were recorded and used to obtain relative …


Risk Analysis Of Radiosurgery For Vestibular Schwannoma: Systematic Review And Comparative Study Of 10-Year Outcomes, Kevin M. Guy, April A. Pace, Derek S. Tsang, Peter G. Volsky Jan 2025

Risk Analysis Of Radiosurgery For Vestibular Schwannoma: Systematic Review And Comparative Study Of 10-Year Outcomes, Kevin M. Guy, April A. Pace, Derek S. Tsang, Peter G. Volsky

Department of Otolaryngology (ENT) Faculty Publications

Background: Determine the benefit of stereotactic radiosurgery (SRS) compared to no treatment for sporadic vestibular schwannoma (VS) by calculating epidemiologic risk using 10-year data; apply the analysis to VS that have demonstrated linear growth.

Methods: PubMed, Google Scholar, Web of Science, and Cochrane Library are systematically reviewed for VS tumor control 10 years after SRS and compared to an historical cohort of untreated VS (primary risk analysis). Subgroups of VS limited by size and observed growth are compared to the untreated cohort (secondary analysis).

Results: Twenty-four studies of 4,079 SRS-treated VS exhibited tumor control in 90.93% (87.0%-100%; SD 4.1%), while …


Decoding Tattoo And Permanent Makeup Pigments: Linking Physicochemical Properties To Absorption, Distribution, Metabolism, And Elimination Profiles Using Quantitative Structure-Activity Relationship (Qsar)-Based New Approach Methodologies (Nams), Girija Bansod, Ajay Vikram Singh, Preeti Bhardwaj, Tulika Rai, Sweta Vijay Nakhale, Amruta Shelar, Rajendra Patil, Peter Laux, Andreas Luch, Christopher J. Osgood, Michael W. Stacey Jan 2025

Decoding Tattoo And Permanent Makeup Pigments: Linking Physicochemical Properties To Absorption, Distribution, Metabolism, And Elimination Profiles Using Quantitative Structure-Activity Relationship (Qsar)-Based New Approach Methodologies (Nams), Girija Bansod, Ajay Vikram Singh, Preeti Bhardwaj, Tulika Rai, Sweta Vijay Nakhale, Amruta Shelar, Rajendra Patil, Peter Laux, Andreas Luch, Christopher J. Osgood, Michael W. Stacey

Biological Sciences Faculty Publications

The safety and quality of tattoo and permanent makeup (PMU) pigments are subject to increased scrutiny due to their potential to cause adverse effects like anaphylaxis, photoallergic responses, and long-term toxicity. These undesirable reactions governed by their chemical structure possess varied physicochemical properties and absorption, distribution, metabolism, and elimination (ADME) characteristics. These properties control the pigment behavior during application, stability, and interaction with human tissue. The correlation between these physicochemical characteristics and ADME parameters of tattoo/PMU pigments remain under-explored despite the current advances in toxicology. Our study aims to address and bridge the gap by leveraging open-access QSAR computational toxicology …


Looking Into Mirrors And Windows: School Librarians' Perspectives On Diverse Representation In Book Collections, Kimberly Reichenbach Krutka Jan 2025

Looking Into Mirrors And Windows: School Librarians' Perspectives On Diverse Representation In Book Collections, Kimberly Reichenbach Krutka

STEMPS Faculty Publications

Librarian professional standards include the development of collections with diverse representation, and the study of multicultural literature is often part of masters programs. However, there is a lack of scholarship examining what multicultural literature signifies for librarians. In addition, the current landscape surrounding libraries has jeopardized students’ access to literature, furthering a narrative that attempts to exclude specific identities and portrays librarians as irresponsible and harmful. This study aimed to build a foundation of understanding and critical insights into this problem through a survey distributed to Texas school librarians. Data was analyzed through descriptive statistics and content analysis to understand …


Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen Jan 2025

Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen

STEMPS Faculty Publications

Studies on learner–learner and learner–instructor interaction provide insight into the preferences and perceived effects of interaction types. However, evidence of the impact on measured performance resulting from substituting learner–content interaction for learner–learner interaction is sparse. Using an experimental design, this study examined the impact of substituting interaction types on perception of workload, perception of learning, and measured performance in an online, asynchronous, undergraduate-level setting of formal distance education. The results of this study showed (a) learner–learner interactions were perceived to be significantly more work than learner–content interactions, (b) learner–content interactions were perceived to be significantly more helpful in learning the …


Differences In Motivation For Biology Learning: A Measurement Invariance Testing And Latent Mean Comparison Approach, Ting Dai, Kuan Xing, Avi Kaplan, Jennifer G. Cromley, Kyle R. Mara, Tony Perez Jan 2025

Differences In Motivation For Biology Learning: A Measurement Invariance Testing And Latent Mean Comparison Approach, Ting Dai, Kuan Xing, Avi Kaplan, Jennifer G. Cromley, Kyle R. Mara, Tony Perez

STEMPS Faculty Publications

Educational and psychological research often involves comparing motivation across groups. It is critical to ensure that observed differences in motivation are true variations by group, not due to measurement biases. With a diverse sample of undergraduate students (N = 2200), this study measured internal consistency and gathered validity evidence based on the internal structure of five motivation scales. To compare motivation for biology between groups of undergraduate students, this study tested for measurement scalar invariance by group and, accordingly, conducted latent factor mean comparisons to understand true group differences. On average, female students held lower expectancy beliefs and self-efficacy …


Socially Shared Regulation Of Learning And Artificial Intelligence: Opportunities To Support Socially Shared Regulation, Jinhee Kim, Rita Detrick, Seongryeong Yu, Yukyeong Song, Linda Bol, Na Li Jan 2025

Socially Shared Regulation Of Learning And Artificial Intelligence: Opportunities To Support Socially Shared Regulation, Jinhee Kim, Rita Detrick, Seongryeong Yu, Yukyeong Song, Linda Bol, Na Li

STEMPS Faculty Publications

Supporting learners in achieving high-level socially shared regulation of learning (SSRL) in the online collaborative learning (OCL) context presents challenges that the utilization of artificial intelligence (AI) technologies may help solve. However, the effective uses of AI to support multifaceted areas (cognition, metacognition, and motivation) and phases (forethought, performance, and reflection) of SSRL remain elusive. Furthermore, research on developing an educational AI and what pedagogical attributes and elements are required for AI to support students' SSRL effectively is limited. This study, therefore, aims to investigate students' perceptions of AI applications in enhancing SSRL and to explore the essential pedagogical elements …


Bridging The Gap: The Role Of Parent-Teacher Perception In Child Developmental Outcomes, Mckayla Jensen, Mikaela J. Dufur, Jonathan A. Jarvis, Shana L. Pribesh Jan 2025

Bridging The Gap: The Role Of Parent-Teacher Perception In Child Developmental Outcomes, Mckayla Jensen, Mikaela J. Dufur, Jonathan A. Jarvis, Shana L. Pribesh

STEMPS Faculty Publications

Background/Objectives: Time spent with parents and educators encompasses a large portion of a child’s waking hours, with the home and early childhood education and care serving as two of the first settings in which children develop social and cognitive abilities. While previous studies have used social and cognitive tests to examine antecedents of child behavior, we extend such studies to take into account the congruence and incongruence of parents’ and teachers’ views on those antecedents. We examine the importance of parent-teacher alignment on the perceptions of a child’s personality and abilities in early development. Methods: Parents and teachers of 2968 …


Cardiac Timing Effects On Response Speed Are Modulated By Blood Pressure But Not Heart Rate Variability In Healthy Young Adults, Xiao Yang, Catalina Roldan, Michael Gazzanigo, Yasmine Nabulsi, Fang Fang Jan 2025

Cardiac Timing Effects On Response Speed Are Modulated By Blood Pressure But Not Heart Rate Variability In Healthy Young Adults, Xiao Yang, Catalina Roldan, Michael Gazzanigo, Yasmine Nabulsi, Fang Fang

Research and Infrastructure Service Enterprise (RISE) Faculty Publications

Cardiac timing effects reflect the dynamic interplay between interoceptive and exteroceptive processes. Human information processing tends to be facilitated during cardiac diastole and inhibited during systole, reflecting autonomic regulation and the neuromodulation by baroreceptor afferents. Thus, blood pressure (BP) and vagally-mediated heart rate variability (vmHRV) are potential modulators of those effects. Additionally, cognitive control appears to play a critical role in the processes. However, whether cardiac timing effects are influenced by those factors remains unclear. The present study aimed to clarify these relationships. Fifty-one healthy young adults completed three experimental sessions to assess BP, short-term HRV, and cardiac timing effects. …


Scholarly Inquiry And Practice In Mathematics Teacher Education Through Intimate Scholarship, Signe E. Kastberg, Elizabeth Suazo-Flores, Melva Grant, Olive Chapman Jan 2025

Scholarly Inquiry And Practice In Mathematics Teacher Education Through Intimate Scholarship, Signe E. Kastberg, Elizabeth Suazo-Flores, Melva Grant, Olive Chapman

Teaching & Learning Faculty Publications

Historically scholarly inquiry and practice in mathematics education has responded to societal values and questions. Drawing from the Journal of Mathematics Teacher Education’s description of mathematics teacher educator (MTE) work as in solidarity with and alongside mathematics teachers, we turn to mathematics teacher education research as a series of paradigm shifts. MTEs committed to supporting teachers and transferring knowledge attempted to influence mathematics teachers’ work by exploring and understanding teachers’ behaviors. MTEs have also used insider’s perspectives to report the particular of MTEs’ work by describing it beyond behavior and knowledge. These scholars fulfill the call for theoretical eclecticism …


Examining The Practice Of Teacher Leadership Across Nevada: How Is Context Associated With Practice?, Peter Wiens, Kaavonia Hinton, Ami Pritchard Jan 2025

Examining The Practice Of Teacher Leadership Across Nevada: How Is Context Associated With Practice?, Peter Wiens, Kaavonia Hinton, Ami Pritchard

Teaching & Learning Faculty Publications

Teacher leadership (TL) is recognized as vital to creating effective schools with demonstrated benefits to principals, teachers, and students. Teacher leadership is defined in this study as teachers leading from within and beyond the classroom in both formal and informal capacities. TL can take the form of a variety of behaviours such as professional learning, the leading of professional development, collaboration, shared leadership, and equity leadership. While there are commonalities, the practical applications of TL can vary greatly from context to context. Even within specific policy contexts, TL can vary from school to school. This article analyzed the responses of …


Understanding Teacher Leadership: Development And Testing Of The Survey Of Teacher Leadership, Peter D. Wiens, Vanessa Vongkulluksn, Jori Beck, Brenda Pearson Jan 2025

Understanding Teacher Leadership: Development And Testing Of The Survey Of Teacher Leadership, Peter D. Wiens, Vanessa Vongkulluksn, Jori Beck, Brenda Pearson

Teaching & Learning Faculty Publications

Teacher leadership (TL) has been identified as key component of effective schools. While research has grown in this area, there is a dearth of empirically and theoretically supported measures for understanding TL. This study examines the validity and reliability of the Survey of Teacher Leadership (STL). The STL builds on previous theory and research in TL by creating an assessment of teacher TL practices and their associated self-efficacy in these practices. In addition to more established domains of TL, the STL also examines teachers’ leadership practices and self-efficacy in diversity and equity. The STL was sent to all non-charter public …


Analyzing Visual Attention In Virtual Crime Scene Investigations Using Eye-Tracking And Vr: Insights For Cognitive Modeling, Wen-Chao Yang, Chih-Hung Shih, Jiajun Jiang, Sergio Pallas Enguita, Chung-Hao Chen Jan 2025

Analyzing Visual Attention In Virtual Crime Scene Investigations Using Eye-Tracking And Vr: Insights For Cognitive Modeling, Wen-Chao Yang, Chih-Hung Shih, Jiajun Jiang, Sergio Pallas Enguita, Chung-Hao Chen

Electrical & Computer Engineering Faculty Publications

Understanding human perceptual strategies in high-stakes environments, such as crime scene investigations, is essential for developing cognitive models that reflect expert decision-making. This study presents an immersive experimental framework that utilizes virtual reality (VR) and eye-tracking technologies to capture and analyze visual attention during simulated forensic tasks. A 360° panoramic crime scene, constructed using the Nikon KeyMission 360 camera, was integrated into a VR system with HTC Vive and Tobii Pro eye-tracking components. A total of 46 undergraduate students aged 19 to 24–23, from the National University of Singapore in Singapore and 23 from the Central Police University in Taiwan—participated …


How Have Teacher Candidates Learned To Use Evidence? A Systematic Review Of Research, J. S. Beck, D. R. Riddle, J. J. Morgan, H. Whitesides, N. Brown Jan 2025

How Have Teacher Candidates Learned To Use Evidence? A Systematic Review Of Research, J. S. Beck, D. R. Riddle, J. J. Morgan, H. Whitesides, N. Brown

Teaching & Learning Faculty Publications

The purpose of the current manuscript was to provide a systematic review of the literature regarding how preservice teachers learn to use evidence to evaluate student learning. To that end, we operationalize the terms data literacy for teachers, data-driven decision making, and assessment literacy before outlining the methods of our systematic review. Our review produced 36 relevant articles situated within the United States. Based on these articles, we describe how teacher candidates learn to use data including relevant interventions and instructional methods. We also expand on the types of research methods used in these studies. We conclude with implications for …


Spanking And Children's Approaches To Learning: Estimates From A Longitudinal Matched-Sample Design, Jeehye Kang, Christina M. Rodriguez Jan 2025

Spanking And Children's Approaches To Learning: Estimates From A Longitudinal Matched-Sample Design, Jeehye Kang, Christina M. Rodriguez

Sociology & Criminal Justice Faculty Publications

One form of corporal punishment commonly used in the United States is spanking. Spanking is a well-known risk factor for adverse child development, although its influence on children's approaches to learning (ATL) has been largely overlooked. Existing research is particularly limited in inadequately considering multiple confounds and selection biases in children's exposure to spanking. This study examined the links between spanking and children's ATL, using a matched-group design to strengthen causal estimates among children aged 5 to 7.5 (N = similar to 12,800) from the Early Childhood Longitudinal Study, Kindergarten Class of 2010-2011. Entropy-balanced matching mitigated selection and confounding biases, …


U.S. Residents' Current Attitudes Towards Immigrants And Immigration: A Study From The Life In Hampton Roads Survey, Daniel K. Pryce Jan 2025

U.S. Residents' Current Attitudes Towards Immigrants And Immigration: A Study From The Life In Hampton Roads Survey, Daniel K. Pryce

Sociology & Criminal Justice Faculty Publications

Immigration is a fiery topic in U.S. society, as it generally brings to a boil native-born citizens’ disparate attitudes toward immigrants and immigration. While immigration has its fierce supporters and opponents alike, the topic provides fodder for politicians who use it to stoke the fear of an impending “immigrant invasion” among citizens. This is why scholars must regularly undertake empirical studies to assess community members’ views about immigrants and immigration in U.S. society. To add to the contemporary immigration debate, I analyze data from a random sample of 610 respondents who reside in the seven cities that make up the …


Factors Affecting The Quality Of Life Of Residents In The United States: Lessons From Virginia, Daniel K. Pryce Jan 2025

Factors Affecting The Quality Of Life Of Residents In The United States: Lessons From Virginia, Daniel K. Pryce

Sociology & Criminal Justice Faculty Publications

Evaluating community members' views about their quality of life is important for improving quality of well-being in society, as most societies are interested in the collective well-being of the people. Moreover, quality-of-life research helps public officials to understand how well they are meeting the needs of the electorate. Using the theoretical framework of Maslow's Developmental Perspective, which argues that the higher the need satisfaction of the majority in a given society the greater the quality of life of that society, I explore the effects of multiple variables on quality of life in the Hampton Roads region of Southeast Virginia (this …


Learning And Belonging In A Museum-School Environmental Stewardship Partnership, Joanna K. Garner, Mel Kuhn, Andrea M. Rocchio, Grace Friedenreich Jan 2025

Learning And Belonging In A Museum-School Environmental Stewardship Partnership, Joanna K. Garner, Mel Kuhn, Andrea M. Rocchio, Grace Friedenreich

Center for Educational Partnerships Publications

Students in urban, low-income communities can lack access to environmental science outreach in natural settings. As a result, they may face barriers to applying course content to real-world contexts and developing an agentic, hopeful stance towards environmental stewardship. In this paper, we describe a partnership between a maritime museum and park, an urban school district, and ecology experts. The project aimed to increase students’ knowledge of aquatic ecosystems, develop awareness of stewardship-related actions and career pathways, and support a sense of belonging to the museum. Activities included classroom visits by experts, field trips to plant classroom-grown grasses in the museum’s …


Editorial: Invention Education And Stem: Perspectives And Possibilities, Joanna K. Garner, Shiri D. Gandhi, Adam V. Maltese Jan 2025

Editorial: Invention Education And Stem: Perspectives And Possibilities, Joanna K. Garner, Shiri D. Gandhi, Adam V. Maltese

Center for Educational Partnerships Publications

[Introduction] Generating solutions for society's complex problems requires a diverse workforce dedicated to technological and social innovation, and sustained efforts toward invention: the process of creating new, novel, and useful products to overcome challenges that affect quality of life and productivity (Couch et al. 2019). Historically, opportunities for K-12 students to develop inventive acumen have been rare and inequitably distributed, partly because educators were expected to provide such experiences without the support of professional development, curricular materials, and instructional examples. These issues have become the focus of an emergent field called Invention Education (IvE). IvE uses trans-disciplinary, equity-oriented …


Clarification Of Public Health Pathways Toward Clinical Careers: A Pilot Study Describing A Benchmark Analysis Project, Elizabeth A. Brown, Melissa Feliciano, Daniel Martinez Jan 2025

Clarification Of Public Health Pathways Toward Clinical Careers: A Pilot Study Describing A Benchmark Analysis Project, Elizabeth A. Brown, Melissa Feliciano, Daniel Martinez

Health Behavior, Policy & Management Faculty Publications

Introduction: Undergraduate public health programs have adapted the required basic sciences based on medical and technological advances and the needs of the public health workforce. We aim to demonstrate how a benchmark analysis project was used to improve curriculum and develop a model where basic sciences in public health can be used to build pathways to clinical graduate programs like medicine, pharmacy, physician assistant, etc.

Methods: Authors conducted a benchmark analysis of Bachelor of Science in Public Health (BSPH) Degrees (or public health-related degrees) in the southern region of the United States (US) to explore required basic sciences. Authors searched …


Psychometric Evaluation Of A Novel Measure Of Trauma-Related Cannabis Use To Cope, Sage E. Hawn, Terrell A. Hicks, Christopher Latourrette, Anita Thomas, Daniela Chaname, Sarah Ehlke, Abigail Powers Lott Jan 2025

Psychometric Evaluation Of A Novel Measure Of Trauma-Related Cannabis Use To Cope, Sage E. Hawn, Terrell A. Hicks, Christopher Latourrette, Anita Thomas, Daniela Chaname, Sarah Ehlke, Abigail Powers Lott

Psychology Faculty Publications

Background: Posttraumatic stress disorder (PTSD) and cannabis use disorder (CUD) are commonly comorbid and are associated with many negative public health outcomes. One plausible explanation for this comorbidity comes from a self-medication framework, which suggests people use cannabis to cope with PTSD symptoms. Despite theoretical and empirical evidence for PTSD-related cannabis use to cope, no measure of this construct exists.

Objective: We sought to address this gap by developing and validating a novel measure of PTSD-specific cannabis self-medication, which we have termed the Trauma-Related Cannabis Use to Cope (TRCU) questionnaire.

Method: The psychometric properties of the TRCU and how it …


Quickque: Enabling Quick Access To Information In User Reviews For Screen Reader Users, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok Jan 2025

Quickque: Enabling Quick Access To Information In User Reviews For Screen Reader Users, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Efficiently perusing online customer reviews is presently challenging for blind users, who rely on a screen reader that supports predominantly one-dimensional narration of content via keyboard shortcuts. To address this, with restaurant reviews as seminal case study, we developed QuickCue, a browser extension prototype that enables screen reader users to quickly obtain the positives and negatives regarding different aspects of a restaurant (e.g., food quality, hygiene, ambiance), without having to sift through numerous reviews containing redundant information. At its core, QuickCue utilizes a large language model to perform aspect and sentiment-based joint classification of reviews to group them based on …


Adapting Online Customer Reviews For Blind Users: A Case Study Of Restaurant Reviews, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok Jan 2025

Adapting Online Customer Reviews For Blind Users: A Case Study Of Restaurant Reviews, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Online reviews have become an integral aspect of consumer decision-making on e-commerce websites, especially in the restaurant industry. Unlike sighted users who can visually skim through the reviews, perusing reviews remains challenging for blind users, who rely on screen reader assistive technology that supports predominantly one-dimensional narration of content via keyboard shortcuts. In an interview study, we uncovered numerous pain points of blind screen reader users with online restaurant reviews, notably, the listening fatigue and frustration after going through only the first few reviews. To address these issues, we developed QuickCue assistive tool that performs aspect-focused sentiment-driven summarization to reorganize …


Contextual Memory Recall: A Novel Metric For Class Incremental Learning, Balasubramanian S, Sai Subramaniam M., Sai Sriram Talasu, Yedu Krishna P., Pranav Phanindra Sai M., Darshan Gera, Ravi Mukkamala Jan 2025

Contextual Memory Recall: A Novel Metric For Class Incremental Learning, Balasubramanian S, Sai Subramaniam M., Sai Sriram Talasu, Yedu Krishna P., Pranav Phanindra Sai M., Darshan Gera, Ravi Mukkamala

Computer Science Faculty Publications

We propose a novel metric for class incremental learning (CIL) called Contextual Memory Recall (CMR), which evaluates how well a CIL model recalls previously learned classes when given relevant past cues. Inspired by human memory, CMR offers newer insights into continual aspects of a CIL model that were not addressed by previously proposed metrics for CIL. Specifically, the standard metric, average incremental accuracy (AIA), overlooks the quality of evolving feature representations, whereas our proposed CMR accounts for it. As a result, methods using feature distillation perform well under AIA but poorly under CMR, while those without feature distillation excel under …