A Dual- Task Hierarchical Graph Attention Network For Protein-Protein Interaction Sites Prediction, Oras A. Hussein, Eman S. Al-Shamery

Journal of Intelligent Informatics, Networking, and Cybersecurity

In computational structural biology, it is still very hard to accurately find protein-protein interaction (PPI) sites and estimate how strong the interaction would be. In this research, we provide an innovative two-stage deep learning framework that combines residue-level graph representation learning with protein-level regression to achieve a thorough modeling of protein interactions. Protein structures first encoded as residue graphs, with nodes that stand for amino acids and edges that show how close they are to each other in space. To find binding residues, a deep residual Graph Attention Network v2 (GATv2) uses multi-head attention, residual connections, and Jumping Knowledge aggregation …

Between Tradition And Profession: Intersectionality Of Javanese Women Journalists In Surakarta’S Newsroom, Rahman Hakim, Vanggi Eka Riski

JURNAL KOMUNIKASI INDONESIA

Javanese female journalists in Surakarta navigate the simultaneous pressures of professional journalism and deeply internalised Javanese cultural values such as nrimo (acceptance of one’s circumstances), andhap asor (humble and deferential conduct), and tepa selira (attentiveness to the feeling of others). These values shape their everyday conduct in the newsroom yet often remain unacknowledged in existing literature. Combining Intersectionality Theory, Face-Negotiation Theory (Ting-Toomey), and Self Theory (Rogers) as complementary frameworks, this qualitative study adopts a constructivist paradigm and employ phenomenological method to explore how female journalists make sense of the intersection between gender norms and local cultural values. Data were collected …

The Influence Of Prenatal Exercise On Pregnancy Outcomes, Nadhia M. Manthuruthil

Summer Interdisciplinary Research Symposium

Objective: To evaluate the effects of prenatal exercise among pregnant individuals on pregnancy complications and to determine whether exercise modality influences pregnancy outcomes.

Methods: A narrative literature review was conducted using Research Rabbit and PubMed to identify studies examining exercise during pregnancy and associated maternal and fetal outcomes. Eligible studies included English-language, full-text, peer-reviewed articles and systematic reviews published after 2020 involving healthy pregnant patients, with pregnancy outcomes as the primary outcome measure. Studies without measurable outcomes or involving pre-existing comorbidities were excluded.

Results: Prenatal exercise was consistently found to be safe and associated with improved maternal outcomes. Four studies …

From Movement To Metabolism: The Role Of Exercise In Pcos, Dalilah J. Garcia-Rojas

Summer Interdisciplinary Research Symposium

Objective: To evaluate the effectiveness of aerobic exercise compared with resistance training in improving metabolic and reproductive outcomes in adult women with polycystic ovary syndrome (PCOS). Primary outcomes included body mass index (BMI), insulin resistance, and menstrual regularity.

Method: A structured literature search was conducted using PubMed, the National Institutes of Health database, and ScienceDirect. Studies published from 2020 onward involving adult women diagnosed with PCOS were included. Adolescent populations or studies published before 2020 were excluded. Five studies met inclusion criteria, consisting of three systematic reviews with meta-analyses, one randomized controlled trial, and one retrospective secondary analysis.

Results: Both …

Cognitive Impairment In Heart Failure: Implications For Clinical Practice And Patient Care, Shiya Kamra

Summer Interdisciplinary Research Symposium

Objective: The purpose of this literature review was to evaluate whether adults with heart failure, compared with adults without heart failure, have an increased risk of cognitive impairment and dementia.

Methods: A narrative literature review used Google Scholar to identify studies evaluating cognitive outcomes in adults with congestive heart failure. Inclusion criteria: English-language full-text articles published since 2020, with one 2018 longitudinal study also selected due to its strong methodology. Studies involving pediatric populations or lacking cognitive outcomes were excluded. Five studies met the inclusion criteria.

Results: The review included three systematic reviews/meta-analyses, one cross-sectional study, and one longitudinal cohort …

Artificial Intelligence Meets The Dermatologist Eye: A New Approach To Melanoma Detection, Sandra Marinceski

Summer Interdisciplinary Research Symposium

Abstract

Objective: Melanoma is the deadliest form of skin cancer, and early detection significantly improves survival. The purpose of this literature review was to evaluate the diagnostic accuracy of artificial intelligence (AI)-assisted dermoscopy compared with clinician assessment for melanoma detection among adults with suspicious pigmented skin lesions. Biopsy-confirmed diagnosis served as the reference standard.

Methods: A comprehensive literature search was conducted using PubMed, EBSCO, Research Rabbit, and Google Scholar. Studies published from 2020 to 2025 involving adults with suspicious pigmented skin lesions were included if they compared AI-assisted dermoscopic analysis with clinician interpretation using biopsy-confirmed diagnosis and reported sensitivity and …

Evaluating Academic Outcomes In Healthcare Students: Hybrid Learning Compared To Traditional Instruction, Amanda Willy

Summer Interdisciplinary Research Symposium

Objective

The goal of this study was to evaluate academic performance of students in professional healthcare programs utilizing hybrid learning compared to traditional in-person instruction.

Methods

A narrative literature review using Google Scholar was conducted to identify relevant studies. Inclusion criteria consisted of publication since 2019, English full text, and a focus on students in healthcare education programs participating in hybrid or distance learning models. The primary outcomes were measures of academic performance including test scores and board examination pass rates.

Results

Data regarding board pass rates were significantly limited by a lack of statistical analysis. Raw data on hybrid …

Spectral Analysis Of Silicate Dust Models In Planetary Nebulae, Victoria Kelly, Ben Howard, Angela Webber

Summer Interdisciplinary Research Symposium

Planetary nebulae (PNe) contain either carbon-based or oxygen-based dust or a combination of the two, though the exact molecular composition remains unknown. Here we analyze oxygen-rich PNe, whose dust is suspected to include silicate (SiO₂)_n clusters. We use methods of computational quantum mechanics to determine the equilibrium structures of (SiO₂)_n clusters for n=12−24 and analyze their stability and structural features. We then calculate the binding energy and the infrared (IR) spectra of the most stable silicate structures for each value of n. By comparing these spectra to observed spectra of oxygen-rich PNe, we hope …

Calibration Of Xl3t Xrf Analyzer Via Analysis Of Micromatter® Standards, Cooper Rr Scroggin

Summer Interdisciplinary Research Symposium

Before Fall 2025, Dr. Iceman’s research students utilized Argonne National Labs’ Beamline to determine the contents of air samples for a wider air quality study.  The research cohort’s use of the beamline ceased, following scheduling and fiscal concerns, and with it the research on air quality.  Valparaiso University is in possession of an XL3t XRF Analyzer, which can be used to quantitatively measure the concentration of a range of elements in a sample.  For proper use, the instrument must be calibrated in such a way that the user knows the accuracy and precision of its readings.  Sets of vapor-deposited standards …

Equivocation Analysis Across Continuous And Discrete Memoryless Channels, Md Munibun Billah

Theses and Dissertations

Physical-layer security uses the noise already present in the channel to keep a message secret without making any assumption about the eavesdropper's computing power. In Wyner's wiretap channel model, coset coding uses randomness to map the message to many codewords and protects against information leakage from an active eavesdropper. The secrecy provided by such codes is measured by their equivocation, which is the eavesdropper's remaining uncertainty about the message after she observes her channel. So computing equivocation is an important aspect of analyzing the wiretap channel model. Many channels of practical interest have no closed-form expression for equivocation, and exact …

Entrepreneurship Ecosystems, Desire, And Convergence, Kyle Scott

Journal of Business & Entrepreneurship

Entrepreneurship ecosystem research explains convergence through mechanisms such as informational cascades, institutional isomorphism, herding, clustering, and knowledge spillovers. While these perspectives account for how convergence occurs, they provide a more limited explanation of why entrepreneurs, investors, and other ecosystem participants come to pursue the same ventures, industries, and measures of success. This paper argues that convergence reflects the social mediation of desire. Drawing on René Girard's theory of mimetic desire, it develops a conceptual framework explaining how entrepreneurial desire becomes aligned within shared evaluative environments. The paper advances three propositions. First, ecosystems characterized by evaluative monism are more likely to …

Bridging The Gap: Using A Regional Pediatric Intensive To Improve Rural Nursing Students’ Self-Efficacy, Hannah J. Sasser, Will Brewer

Theses

Abstract

Introduction: Valuable clinical learning opportunities is essential, yet often an unmet goal in nursing education, especially within rural associate degree nursing (ADN) programs, where access to high-acuity and diverse clinical experiences is limited.

Background: Nursing students in geographically isolated areas face limited access to specialty clinicals, including pediatrics, creating inadequacies in clinical learning and preparedness (Institute of Pediatric Nursing, 2021).

Purpose: The purpose of this project was to evaluate the effect of a two-day pediatric intensive, incorporating simulation scenarios and micro-learning activities, on the self-efficacy and satisfaction with learning of students in a rural ADN program. …

Stakeholder Perceptions Of Artificial Intelligence In The Indonesian Film Industry, Louisa Christine Hartanto, Patrisia Amanda Pascarina, Cosmas Gatot Haryono

JURNAL KOMUNIKASI INDONESIA

This study explores how stakeholders in the Indonesian film industry perceive the emergence and use of artificial intelligence (AI). Framed by Roger's Diffusion of Innovation theory, this study explores how artificial intelligence (AI) is positioned as an emergent technological innovation, spreading via communication channels across the film industry's social ecosystem. This approach illuminates how distinct categories of adopters collectively construct the meaning of AI and shape their varied responses to its encroachment on creative labour. Employing a qualitative descriptive approach, the study draws on data from two Focus Group Discussions involving directors, actors, government experts, academics, emerging filmmakers, students, and …

Vincent Mosco ¡Presente! A Personal And Professional Chronicle, Gerald Sussman

Urban Studies and Planning Faculty Publications and Presentations

This essay discusses the work of Vincent Mosco, presenting a brief historiographic analysis of his ideas, and describing how he in turn influenced my writing (and many others) and the course of my academic career. Within the text and references, I cite core ideas and key works of Herbert Schiller, Dallas Smythe and Mosco, all of whom were leaders in the field of critical communication research, Mosco belonging to the second generation of neo-Marxist scholars in the field. I also cite my own publications that flowed from the influence of these foundational thinkers and discuss the small contributions I’ve had …

A Professional Development Course On Data-Driven Dynamical Systems At A Primarily Undergraduate Institution - Part B: Professional Development Framework And Institutional Implementation, Alessandro M. Selvitella, Jeffrey R. Anderson

CODEE Journal

This paper presents the professional-development and institutional-implementation component of a three-paper program on introducing data-driven dynamical systems into undergraduate ordinary differential equations instruction at a primarily undergraduate institution. The companion paper \cite{SelvitellaAnderson2026} develops the mathematical and computational content, including regression, regularization, Dynamic Mode Decomposition, Sparse Identification of Nonlinear Dynamics, and a Van der Pol oscillator activity. The present paper asks a complementary implementation question: what departmental structures, graduate teaching assistant roles, professional-development activities, and course-support pathways are needed for such materials to become teachable within local undergraduate settings?

We describe a three-phase professional-development model for graduate teaching assistants in the …

Ecological Momentary Assessment Of Caregiver Distress In Home Hospice Caregivers: A Study Protocol, Tuzhen Xu, Ya-Ching Huang

International Nursing Research Congress (INRC)

Background: Caregivers of hospice patients, often family or close friends, provide continuous support for individuals with a life expectancy of six months or less. In 2022, 1.72 million Medicare beneficiaries received hospice care, most at home, with an average stay of 98 days. Caregivers manage medications, symptoms, personal care, emotional support, and provider coordination, placing them at high risk for fatigue, anxiety, depression, sleep disturbance, and burnout. Traditional surveys or single-point interviews often fail to capture the dynamic nature of distress, especially during nighttime care or crises.

Purpose: To characterize real-time patterns of physical and psychological distress among home hospice …

Sleep And Mood In New Fathers: A Longitudinal Study From Pregnancy To Six Months Postpartum, Hiroko Iwata, Marika Seki, Emi Mori, Kunie Maehara, Kayoko Kimura, Fusae Toyama

International Nursing Research Congress (INRC)

Aims: Parents often experience sleep disturbances during the neonatal period. However, few studies have examined both objective and subjective sleep quality in fathers. The purpose of this study was to characterize men’s sleep quality from pregnancy through 6 months postpartum, and to explore its association with depressive symptoms.

Methods: This prospective observational study was performed in Japan. Men with primiparous partners at greater than 20 weeks gestation were recruited. Sleep was assessed both objectively and subjectively using actigraphy and the Pittsburgh Sleep Quality Index, respectively, and depressive symptoms were assessed using the Edinburgh Postnatal Depression Scale. Data were collected at …

Exploring The Lived Experiences Of Nurse Well-Being Among Clinical Nurses In The Inpatient Setting, Annabelle Arnston, Ora Asheton, Malorie Brooks, Julie Van Orne

International Nursing Research Congress (INRC)

Background: Nurse well-being is a critical factor influencing patient safety and the sustainability of the nursing profession. Organizations that foster nurse well-being report improved staff retention, satisfaction, and engagement. Low nurse well-being can lead to burnout, compassion fatigue, job dissatisfaction, and high turnover. A nursing evidence-based practice and research council at a pediatric hospital conducted a concept analysis of nurse well-being, which guided the development of a mixed-methods study protocol to examine and enhance nurse well-being. This study explores the lived experiences of clinical nurses regarding wellness in an inpatient pediatric hospital, with the aim of informing the development of …

Predicting The Unpredictable: Nursing Innovation For Early Identification Of Violence Risk, Heather Lynn Watson, Carol B. Thompson, Jihane Frangieh, Medeleine Whalen

International Nursing Research Congress (INRC)

Background: Workplace violence (WPV), including verbal threats and physical assaults, toward healthcare professionals is an escalating threat to workforce safety, well-being, and retention. Although structured tools exist to assess aggression risk, most have been developed for psychiatric or emergency settings, and evidence supporting their validity or consistent use in general inpatient care remains limited. The Violence Risk Assessment (ViRA) is a proactive, nurse-administered, electronic health record (EHR) embedded tool designed to detect early behavioral and historical precursors of verbal or physical violence.

Purpose: To evaluate the reliability, internal consistency, and predictive validity of the 9-item ViRA across diverse inpatient and …

Innovations In Educational Leadership To Improve Nursing Student Attendance And Engagement, Ritin Santiago Fernandez, Eleni Kata

International Nursing Research Congress (INRC)

Background: Nurse education is adapting to an evolving healthcare landscape marked by technological advances, resource constraints, and shifting patient demographics (1) Absenteeism among nursing students in classroom and clinical settings poses significant challenges to academic performance, clinical competency, and program completion (2,3). Effective leadership and advances in education are essential to identify underlying causes and implement strategies that foster students’ engagement to improve their learning outcomes thus preparing a competent healthcare workforce (4).

Aim: This scoping review aimed to map the literature on absenteeism among undergraduate nursing students, highlighting leadership and advances in education. Objectives included: (a) identifying factors contributing …

Modeling Cognitive Function With Functional Fitness And Daily Function: A Pls-Sem Approach, Kuei-Min Chen, Hsiao-Ting Tung

International Nursing Research Congress (INRC)

Purpose: Cognitive decline is a clinically significant issue among older adults with dementia, often compromising their functional independence and quality of life. However, limited research has explored how functional fitness and daily function contribute to cognitive performance in this population. This study aimed to validate a structural model of cognitive function among older adults with dementia, focusing on the roles of functional fitness and daily function as key influencing factors.

Methods: A cross-sectional study was conducted among 258 older adults with dementia recruited from adult daycare centers. Participants were identified either through a physician’s clinical diagnosis of dementia or by …

Effectiveness Of Telehealth For Dsmes Among Type 2 Diabetes: A Systematic Review And Meta-Analysis, Ramida Subpaiboonkit, Asmat Burhan, Hsiu-Ting Tsai

International Nursing Research Congress (INRC)

Aim: Diabetes Self-Management Education and Support (DSMES) is recommended as standard care. Telehealth may extend DSMES beyond clinic settings, but its effects on self-efficacy and quality of life are unclear. We evaluated the effectiveness of telehealth for DSMES on (1) self-efficacy and (2) quality of life (QoL) in adults with type 2 diabetes mellitus.

Methods: This study is a systematic review and meta-analysis of randomized controlled trials following the Cochrane Handbook guidelines and PRISMA2020. Following PRISMA, six databases (PubMed, Scopus, Embase, Cochrane, CINAHL, Web of Science) were searched from 2000 to 10 October 2025, plus reference lists. Eligible studies were …

Secondary Traumatic Stress In Baccalaureate Nursing Students, Kristen N. Oakley, Linda Carman Copel, Jennifer Gunberg Ross

International Nursing Research Congress (INRC)

Nursing students undergoing clinical training are at risk of developing negative physical and psychological secondary traumatic stress (STS) symptoms. However, the study of STS in this population has been limited by both a lack of clarity on the concept of STS and the lack of generalizable findings. Therefore, the purpose of this multi-method study was to determine the prevalence, severity, and experience of STS in traditional, non-accelerated prelicensure baccalaureate nursing students in the United States. The relationship between STS and personal and clinical learning environment factors was also explored. A descriptive, correlational multi-method survey design was used. Instruments included a …

Exploring Caregiving Choice In The Adult Cancer Population, Jennifer L. Huggins

MUSC Theses and Dissertations

ABSTRACT Purpose Although extensive research examines family caregivers (FCs) across populations, less attention has been paid to how lack of choice in assuming the role affects quality of life (QOL) among FCs of adults with cancer. Understanding choice could guide interventions protecting this invaluable, often invisible workforce. Aims (1) Synthesize what is known about perceived choice among informal caregivers of adults with serious illness; (2) assess relationships between caregiving choice and caregiver QOL, burden, sleep, depression, stress, and social determinants of health; (3) describe experiences of FCs of adults with cancer providing care with no, little, or some choice. Design …

Oregon State Rank Assessment For Thompson Mistmaiden (Romanzoffia Thompsonii), Nora Dunkirk, Gabriel Campbell, Sue Vrilakas

Institute for Natural Resources Publications

Oregon state conservation status assessment for Thompson mistmaiden (Romanzoffia thompsonii) using NatureServe methodology, 2026.

Experimental Evaluation Of Membranes In The Recovery Of Hydrogen From Serpentinization, Rafael Dos Santos

LSU Master's Theses

Natural hydrogen generated through serpentinization reactions has emerged as a promising low-carbon energy resource. However, serpentinization-derived gas streams commonly contain methane (CH₄) and carbon dioxide (CO₂), requiring purification before hydrogen can be utilized in industrial applications. Membrane-based gas separation technologies offer a potentially cost-effective solution for hydrogen recovery; however, to the best of the author's knowledge, no previous studies have specifically investigated their application to serpentinization-derived gas streams.

This work evaluates the performance of two commercial polymeric membrane modules (Evonik and Generon) and one palladium-copper (Pd-Cu) membrane module (Okaya) for hydrogen recovery from gas compositions representative of serpentinization environments. An …

Proposal For A Comprehensive Workplace Violence Program In An Acute Care Facility, Christin V. Timmons

Walden Dissertations and Doctoral Studies

Workplace violence (WPV) in healthcare is a growing threat to caregiver safety, workforce stability, and patient outcomes. At a newly opened acute care facility, the absence of a comprehensive WPV prevention program posed a gap in practice, creating safety risks and regulatory vulnerability. A literature search was conducted using CINAHL, PubMed/ MEDLINE, ProQuest Nursing & Allied Health collection, and Google Scholar. A total of 50 articles were identified with 11 articles meeting all inclusion criteria. Collectively, findings supported comprehensive, multicomponent WPV prevention programs to integrate leadership engagement, structured governance, staff education, environmental controls, and continuous data monitoring to improve safety …

Barriers To Recommendation Of Integrative Oncology Modalities In Supportive Care: A Mascc/Sio Survey, Alexandre Chan, Dalia Kagramanov, Reem Nasr, Chioma Asuzu, Ting Bao, Yin Ting Cheung, Jung Hye Kwon, Judith Lacey, Richard T. Lee, Maryam Lustberg, Beatrice M. Ohaeri, Santosh Rao, Enrique Soto-Perez-De-Celis, Claudia M. Witt, Ana M. Lopez

Kimmel Cancer Center Faculty Papers

PURPOSE: Integrative oncology (IO) modalities aim to improve the quality of life of persons with cancer, including strategies to manage treatment and disease-related symptoms. As evidence increases to include IO in supportive care, interest grows globally. Understanding barriers to IO recommendation is key to facilitating its uptake.

METHODS: Members of the Multinational Association of Supportive Care in Cancer (MASCC) and the Society for Integrative Oncology (SIO) were invited to complete an online survey in Fall 2023 assessing barriers to IO recommendation on a 5-point scale. Descriptive statistics assessed demographic data and general counts of scaled agreement, while logistic regression analysis …

Postural Orthostatic Tachycardia Syndrome As A Sequela Of Long-Covid-19: Recognizing The Clinical Spectrum Of Covid-19 Related Dysautonomia, Bridget G. Pollard

Summer Interdisciplinary Research Symposium

Objective:

This review evaluates the association between post-acute sequela of SARS-CoV-2 infection (PASC), also known as long-COVID, and the development of Postural Orthostatic Tachycardia Syndrome (POTS) in a symptomatic adult population. It examines the spectrum of COVID-19-related autonomic dysfunction, identifies barriers to timely diagnosis, and discusses clinical implications for screening, symptom management, and the necessary specialist referrals.

Methods:

A narrative literature review was conducted using UpToDate, Google Scholar, citation tracking, and Research Rabbit to identify studies examining long-COVID syndrome, dysautonomia, and POTS. Peer-reviewed, English-language, full-text studies involving adults with long-COVID and dysautonomia were included, while studies published before 2020, acute …

Diabetic Alert Dogs As Glucose Monitoring Tools: Detection Accuracy For Hypoglycemic And Hyperglycemic Events, Dianne C. Dollison

Summer Interdisciplinary Research Symposium

Objective: The purpose of this review was to determine whether trained diabetic alert dogs (DADs) provide detection accuracy comparable to continuous glucose monitors (CGMs) for hypo- and hyperglycemic events in adults with type 1 or type 2 diabetes.

Methods: A narrative literature review was conducted using UpToDate and Google Scholar. Studies involving adults with type 1 or type 2 diabetes that reported glucose detection accuracy for DADs or CGMs were included. Pediatric-only and non-glucose-detection studies were excluded. Because few direct head-to-head studies lasting 6 months or longer were available, shorter-duration studies were included as supporting evidence. Outcomes included sensitivity, specificity, …