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Bridging Divides In The Twin Transition: Governance For Equity And Inclusion, Olga Kolotouchkina, Paloma Piqueiras, Sara Clavero

Research Outputs: 2025-Present

This thematic issue critically engages with the complexities and challenges of the governance of the twin transition through the lens of inclusion and social justice. Scholars and practitioners from Belgium, Ireland, Portugal, Spain, Sweden, and Taiwan examine the origins, determinants, and dynamics of inequalities associated with the twin transition process across different contexts and policy domains. The contributions highlight key governance challenges, identify emerging forms of vulnerability, and bring into focus opportunities to ensure that no one is left behind in the ongoing technological and sustainable transformation.

From Clinic To Code: Using Clinician Insights To Develop A Framework For Fair And Representative Datasets In Women’S Health Ai, Andrea Heaney, Emma Murphy, Eugene Hickey

Research Outputs: 2025-Present

The development of Artificial Intelligence (AI) in healthcare is largely dependent on the quality of medical datasets. However, these datasets often fail to accurately represent women (and those seen as women) due to historic, implicit and biological biases. This under-representation can lead to biased, inequitable and even harmful models. Building upon the findings of previously conducted qualitative semi-structured semantic interviews with clinicians on their perceptions of women’s health, this paper presents a framework for translating qualitative findings to dataset characteristics via operationalisation. This framework outlines the key characteristics and considerations a dataset should include or consider to more accurately represent …

Fuzzy Logic-Based Driving Style Classification For Lane-Change Prediction In Intelligent Transportation Systems, Muhammed Fatih Koc, Nouman Ashraf, Pramod Pathak, Sachin Sharma

Research Outputs: 2025-Present

In recent years, Intelligent Transportation Systems (ITSs) have emerged as a solution to mitigate the problem of traffic congestion. Understanding human driving styles such as aggressive, normal, and cautious is crucial for safe driving. In particular, predicting lane-change manoeuvres may be further supported by combining vehicle state information with driving style information. However, existing vehicle trajectory datasets lack driving style information, making classification challenging. To address this limitation, this paper proposes a fuzzy logic-based driving style classification framework in a Vehicle-to-Everything (V2X) environment. The model uses vehicle state information, including speed, longitudinal acceleration, lateral acceleration, and distance headway to classify …

Full Proceedings, Nckri

Sinkhole Conference 2026

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Research Nexus : Volume 33 - 2026, Office Of Research And Graduate Studies

Office of Research and Graduate Studies

• Researcher Spotlight
• Research Milestones & News
• Capacity Building Initiatives
• Explore New Funding Opportunities

Black Hole Spectroscopy And Tests Of General Relativity With Gw250114, Jaclyn (Jax) Sanders

Physics Faculty Research and Publications

The binary black hole signal GW250114, the loudest gravitational wave detected to date, offers a unique opportunity to test Einstein’s general relativity (GR) in the high-velocity, strong-gravity regime and probe whether the remnant conforms to the Kerr metric. Upon perturbation, black holes emit a spectrum of damped sinusoids with specific, complex frequencies. Our analysis of the postmerger signal shows that at least two quasinormal modes are required to explain the data, with the most damped remaining statistically significant for about one cycle. We probe the remnant’s Kerr nature by constraining the spectroscopic pattern of the dominant quadrupolar (ℓ=m=2) …

Beyond Numbers: Bridging Statistical Significance And Clinical Relevance In Healthcare Research, Maharaj Singh, Waheeda Khan, Mehreen Fatima

College of Nursing Faculty Research and Publications

Objective: This study aims to bridge the gap between statistical significance and clinical relevance using rigorous statistical methodologies applied to simulated healthcare data, thereby enhancing the translational value of research outcomes for patient‑centered care. Methods: A synthetic dataset representing 10,000 patients was generated, and descriptive statistics were applied to compare two treatment groups. Binary outcomes were predicted using both a logistic regression model and a neural network. Two‑tailed tests with a significant level of 0.05 were employed, utilizing SAS version 9.4 and IBM SPSS Statistics, Version 29.0 (IBM Corp., Armonk, New York, United States of America). Results: The simulated dataset …

Artificial Intelligence And Mental Health: Promise, Pitfalls And Ethical Priorities, Maharaj Singh

College of Nursing Faculty Research and Publications

Mental health conditions are prevalent across the lifespan, yet workforce shortages, long waiting times, and fragmented systems mean many people never receive timely, evidence‑based care. Artificial intelligence (AI), including machine‑learning classifiers and large language models (LLMs), is being explored to support earlier detection, closer symptom monitoring and scalable psychoeducation. Early studies suggest AI can surface risk signals from language, sleep/activity traces and clinical notes; summarise complex records for clinicians; and deliver structured self‑help at scale. At the same time, safety, bias, privacy and accountability concerns remain salient.

History Of The Chicago Labor Movement By Jacob Winnen, Translated And Edited By John B. Jentz, Jacob Winnen, John Jentz

Library Faculty Research and Publications

This work is a primary source document for a history of Chicago labor in the late nineteenth century, rather than a history itself, despite its title.  It was written by a German construction carpenter and Socialist living in Chicago, who was from the mid Rhine Valley of Germany in the vicinity of Wuppertal, an area noted for labor activism.  He arrived in 1872 to work in the reconstruction of the city after the Great Fire of October 1871, when he was twenty-seven years old.  His carpentry stills included stair-building; and he belonged to a stair-builder’s union local, severing as president …

The Pure Yang-Mills Field: Axioms And The Mass Gap, James Glimm

Department of Applied Mathematics & Statistics Faculty Publications

The infinite volume limit is constructed based on previously constructed finite volume pure Yang-Mills quantum gauge field theories. For this limit theory, Osterwalder-Schrader axioms are verified and the existence of a mass gap in the energy spectrum is proven.

Requirements for the Millennium Yang-Mills prize are fulfilled.

An Educational Intervention On Mutual Goal Setting For Hospital Nurses: A Mixed-Methods Study, Teresa Jerofke-Owen, Kristi Opper, Joseph Beiler, Maharaj Singh

College of Nursing Faculty Research and Publications

Background:

Including patients in mutual goal setting is one mechanism to personalize care delivery and improve patient outcomes.

Objective:

The purpose of this study was to examine the impact of a nurse educational intervention about mutual goal setting on nurse engagement and self-efficacy for goal setting and the nurse/patient experience of goal setting.

Methods:

During this explanatory, sequential mixed-methods study, nurse engagement in goal setting and goal quality was assessed through chart audits 1-month pre-intervention (n = 173) and 1 and 3-months (n = 144, n = 137) post-intervention. Nurse self-efficacy was measured with the Appraisal Inventory Tool. Patient experience …

Do Variations In State Consultation Programs Affect Construction Fatality Rates?, Wayne B. Gray

Economics

Background: Along with its enforcement program, the Occupational Safety and Health Administration (OSHA) has a voluntary consultation program that responds to requests from firms to identify hazards at their workplaces. We studied the effects of this program on fatal work injuries in the construction industry. Methods: We first examined differences across states in their consultation programs using data from 2016 through 2022, during which time 47,418 consultation visits were conducted in construction. These included differences in frequency of consultation visits at construction firms, the average number of hazards identified per visit, and the scope of those visits. We then used …

International Cocoa Trading Arrangements Between Industrialised And Developing Countries 1951–1999: A Structural Gravity Analysis, John Brown, Xenia Matschke, Juan René Rojas Rodríguez

Economics

Using a state-of-the-art structural gravity model, we investigate the impact of various (post-)colonial cocoa trading arrangements on the cocoa trade between developing cocoa producer countries and rich industrial cocoa consumer nations in the time period 1951–1999. We find that in particular the trading arrangements of the European (Economic) Community (EEC/EC), such as the Association, Yaoundé and Lomé Agreements, as well as the UNCTAD International Cocoa Agreement, had a measurable positive impact on cocoa trade flows, in contrast to the British Commonwealth partnership or the GATT Generalised System of Preferences. In particular, the Yaoundé Agreement not only increased the trade between …

Valuing Water Quality Using Benefit Transfer Methods, Robert Johnston, Klaus Moeltner, Stephen C. Newbold, Dennis Guignet

Economics

This article summarizes methods, prospects, and methodological questions for water quality benefit transfer. Benefit transfer is the use of welfare estimates from settings where original valuation research has been conducted to predict similar estimates for other settings, allowing quantification of benefits and costs when original valuation studies are infeasible. Water quality has been among the most researched areas of benefit transfer, in part due to requirements for benefit-cost analysis within policies and programs that affect surface and ground water. The article begins with a review of benefit transfer methods and characteristics of water quality that challenge transfer validity. We then …

The Decline Of Access Donors In Funding National Nominating Conventions, Karen Sebold, Eric Heberlig, Robert G. Boatright

Political Science

The US major-party presidential nominating conventions are an essential platform for a political party’s branding and messaging for upcoming presidential and congressional elections. The conventions also can provide revenue and media attention to their host cities and, consequently, convention fundraising has grown substantially in recent decades. Convention fundraising rules were changed in 2014, tripling the limit for contributions to a party’s campaign funds and removing limits on contributions to host-city committees. Although we do not expect these changes to affect individual donors, we expect corporations, banks, and labor unions to have taken advantage of these new rules. Elections since 2014, …

The Performance Of Machine Learning Algorithms In Predicting Under-Five Anaemia In Tanzania, Henry Ofori Duah, Derrick Nyantakyi Owusu, Godwin G. Duah, Paul Shidende

College of Nursing Faculty Research and Publications

Aim

Anaemia in children under five remains a major public health concern, contributing significantly to global child morbidity and mortality. With the rise of machine learning (ML), novel opportunities exist to model and predict anaemia more effectively. This study aimed to evaluate and compare the performance of five ML algorithms in predicting anaemia among under-five children in Tanzania.

Methods

We conducted a secondary data analysis using the 2017 Tanzania Malaria Indicator Survey (TMICS). The dataset (n = 5906) was randomly split into training (70%) and test (30%) sets. Five ML algorithms, Linear Discriminant Analysis (LDA), Logistic Regression, Random Forest (RF), …

Plastic Waste Imports & Coastal Litter: Evidence From Citizen Science Data, Rebecca L.C. Taylor, Hebe Williams, Shan Zhang

Economics Faculty Publications

Plastic waste is an internationally traded commodity, where importing countries recycle plastic waste into usable materials. However, there are concerns that the importation process creates plastic litter - a negative externality - in importing countries. While this concern has received much media and policy attention, quantifying the magnitude of this externality has been hindered by a lack of data on plastic litter across countries and over time. To this end, we use unconventional citizen science data on litter from Ocean Conservancy's International Coastal Cleanup, together with the United Nations Comtrade Database, to estimate the correlation between traded plastic waste and …

Course Revision To Enhance Preservice Student Knowledge Of And Engagement Within Collaborative Learning Communities, Emily M. Jones, Oscar Nunez Enriquez, Zack Beddoes, Dan Phelps, Deborah Garrahy

Faculty Publications - Kinesiology and Recreation

This article shares a collaborative approach to refining an upper-level physical education teacher education seminar course. The primary goal of this refinement was to thoughtfully consider the existing course structure, content, and relevance to the evolving needs of schools. The approved course content focused on sociopolitical issues in education, strategies to navigate the complexities of professional roles in schools, and the transition into the teaching workforce. Through this process, the use of professional learning communities (PLCs) was considered as a viable approach to support preservice teachers’ learning and engagement in course content. Furthermore, by embedding PLCs into the course, the …

Equity In Coastal Resilience: A Framework For University Engagement In Community-Based Projects, Juita-Elena (Wie) Yusuf, Jennifer L. Whytlaw, Marina Saitgalina, Ogechukwu N. Nwandu-Vincent, Khairul A. Anuar, Thomas Allen, Joshua Behr

School of Public Service Faculty Publications

As communities face intensifying climate hazards, it is vital to strengthen resilience in ways that explicitly prioritize social equity. This study examines how higher education institutions can better support government, nonprofit, and community partners in advancing equity-centered coastal resilience in the U.S. Utilizing a qualitative research design, we analyze discussions among researchers and practitioners during a three-day workshop. We present a framework derived from a thematic analysis of breakout group transcripts from a three-day national virtual workshop involving 113 researchers and practitioners. The analysis identified four core themes: the necessity of aligning projects with community-defined priorities; the foundational role of …

Sea-Level Rise Adaptation And Collaboration In Polycentric Governance: A Comparison Of Three Regions, Francesca Vantaggiato, Mark Lubell, Matthew C. Nowlin, Juita-Elena (Wie) Yusuf, Majid Shafiee-Jood

School of Public Service Faculty Publications

Adaptation to sea-level rise confronts coastal communities worldwide with a new set of collective action problems that require collaboration. When does collaboration result in concrete action for adaptation? To address this question, we combine the Ecology of Games and Collaborative Governance frameworks using a comparative analysis of three coastal regions in the United States. We leverage original survey data from the San Francisco Bay Area in California (2018, N = 878), the Tri-County (Charleston) Area in South Carolina (2022, N = 152), and the Hampton Roads region in Virginia (2023, N = 153), three regions that differ in terms of …

Activity-Dependent Remodeling Of Muscle Architecture During Distinct Locomotor Behaviors In Caenorhabditis Elegans, Adina Fazyl, Akash Anbu, Sabrina Kollbaum, Andres G. Vidal-Gadea

Faculty Publications – Biological Sciences

Muscle structure is dynamically shaped by mechanical use, yet how distinct locomotor behaviors influence sarcomere organization remains poorly understood. In Caenorhabditis elegans, crawling and swimming constitute discrete gaits that differ in curvature, frequency, and mechanical load, providing a tractable model for studying activity-dependent remodeling. Using confocal imaging of phalloidin-stained body-wall myocytes, we quantified myocyte geometry, sarcomere length, and sarcomere number across anterior, mid-body, and posterior regions in animals reared exclusively under crawling or swimming conditions. Quantification and hypothesis testing used linear mixed models that accounted for repeated myocyte measurements within animals, with interaction terms testing region-specific effects of locomotor …

Variable Infections But No Evidence Of Immune Priming In Bumble Bee Hosts Against Novel Exposure To A Honey Bee Virus, Austin C. Calhoun, Ben M. Sadd

Faculty Publications – Biological Sciences

Ongoing global change presents novel challenges to species persistence, including heightened emerging infectious disease (EID) exposure. While invertebrates lack vertebrate acquired immunity, many species exhibit “immune priming” with enhanced protection to repeated pathogen exposures. This phenomenon could be critical for species of conservation concern, such as for wild bumble bees, where EID risk is amplified through contact with managed bee pollinators. We investigate the potential for immune priming against the honey bee-derived Israeli Acute Paralysis Virus (IAPV) in Bombus impatiens bumble bees. We test the hypothesis that prior pathogen-associated exposure affords greater resistance and tolerance upon secondary pathogen exposure, due …

Herbivore Offense In Plant–Herbivore Coevolution, Xosé López-Goldar

Faculty Publications – Biological Sciences

Coevolution between plants and herbivores has been proposed as a major evolutionary force that resulted in their radiation and diversification. Plants have evolved a broad array of strategies that directly or indirectly avoid, repel, deter, or kill herbivore attackers. These include (but not limited to) tolerance to damage through compensatory growth of tissue lost from herbivory, resistance via physical and chemical defenses, induced responses, and avoidance through reduced apparency or phenological mismatch. In response, herbivores have evolved adaptations to circumvent, resist, detoxify, and even use plant defenses for their own benefit (e.g. sequestration). These include anatomical, physiological, and behavioral adaptations, …

The Synergy Between A Silver-Ruthenium Antimicrobial And Aminoglycosides Is Based On Severe Macromolecular Damage, Emmanuel P. Oladokun, Gracious Y. Donkor, Julius K. Narh, Grady D. Jacobson, Cade Ward, Patrick O. Tawiah, Lisa K. Polzer, Kevin A. Edwards, Kyle A. Floyd, Jan-Ulrik Dahl

Faculty Publications – Biological Sciences

The rise of multidrug-resistant (MDR) bacterial pathogens, including uropathogenic Escherichia coli (UPEC), highlights the urgent need for alternative treatment strategies to restore antibiotic efficacy. The silver-ruthenium antimicrobial AGXX exerts potent bactericidal effects through the production of reactive oxygen species (ROS); however, its potential synergy with antibiotics has not been thoroughly investigated. Here, we show that sublethal concentrations of AGXX strongly enhance aminoglycoside-mediated killing across a diverse panel of Gram-negative and Gram-positive MDR clinical isolates, including highly aminoglycoside-resistant strains. Combinational treatments significantly reduced the effective concentrations of gentamicin, tobramycin, kanamycin, and amikacin required to kill bacteria. Mechanistic analyses revealed that AGXX/aminoglycoside …

Navigating Role Conflict: Implications For Service Sabotage In Customer Success Management, Amit Mahimkar, John Hadjimarcou, Edward Ramirez

Faculty Publications – Marketing

Drawing on the self-determination, conservation of resources, and self-regulation theories, this research examines the impact of role conflict faced by customer success managers (CSMs) in regard to service sabotage through a structural equation modeling (SEM) analysis. Results from testing a moderated mediation model provide support for the relationship between this role-stressor and service sabotage, the mediating effects of job dissatisfaction on this relationship, and the moderating effects of the respondent's emotional intelligence on the mediated relationship. As such, business-to-business (B2B) suppliers should develop strategies to mitigate role conflict faced by CSMs by aligning internal teams to prevent excessive task delegation …

Measuring Value-In-Use Management From The Supplier's Perspective, Amit Mahimkar, John Hadjimarcou, Edward Ramirez

Faculty Publications – Marketing

Business-to-business (B2B) marketing is increasingly shifting from transactional exchanges to the long-term management of customer relationships. As suppliers offer complex, integrated solutions, the focus has shifted from product attributes to the value realized during usage. To manage this experienced value-in-use (VIU), suppliers are establishing organizational structures and processes dedicated to VIU management (VIUM). Despite its growing theoretical and managerial significance, no validated instrument currently exists to assess VIUM implementation from the supplier's perspective. This study develops and validates a second-order formative supplier-side index comprising seven VIUM subprocesses. Nomological evidence (based on survey data from B2B supplier managers, N = 284) …

From Classroom To Career: Use Of Digital Collaboration Tools To Bridge Theory & Practice, Della Clark, Kristina Kaufman, Sphurti Sewak, Peter Kaufman, Rick Valentin, Hulda Black

Faculty Publications – Marketing

Teamwork and project management skills, from in-person to remote interactions, remain central to marketing graduates’ career readiness, yet students often complete team projects with limited guidance on how to organize work, especially in hybrid and technology‑mediated environments. This study explores a pilot of integrating Miro, a widely used digital collaboration whiteboard, into classroom student projects. A pre- and post-survey design was implemented across two undergraduate marketing courses at a large Midwestern U.S. university to explore if Miro can improve students’ team‑project experience and perceived preparedness for working with emerging technologies. Students completed a questionnaire at the beginning of the semester …

Startle Habituation And Vagally Mediated Heart Rate Variability Influence The Use Of Emotion Regulation Strategies, Xiao Yang, Fang Fang, Angela Ximena Babb

Psychology Faculty Publications

Emotion regulation refers to the processes through which people modulate their emotional experiences and expressions, and difficulties in these processes underpin many forms of psychopathology. According to the process model, emotion regulation encompasses five classes of strategies, commonly grouped into antecedent-focused strategies (e.g., cognitive reappraisal) and response-focused strategies (e.g., expressive suppression). These strategies involve both explicit and implicit processes, which can be objectively assessed using physiological indices. The present study examined the effects of startle habituation and vagally mediated heart rate variability (vmHRV) on the use of cognitive appraisal and suppression. Forty-nine college-aged participants were recruited, and their resting heart …

Maternal Child Maltreatment And Intimate Partner Violence: Effects On Perceptions Of Infant Temperment And The Mediating Role Of Emotion Regulation And Responsiveness, Jewelian N. Fairchild, G. Anne Bogat, Amy K. Nuttall, Alytia A. Levendosky, Joseph S. Lonstein, Maria Muzik

Psychology Faculty Publications

Purpose

Maternal adverse experiences, such as maltreatment in childhood and later intimate partner violence (IPV) during pregnancy, can disrupt the mother-child relationship and influence maternal perceptions of infant temperament. The present study explored how these adversities influence mothers’ views of their infants’ temperaments and examined the role of maternal emotion regulation and responsiveness to their infants as mediators of these relationships.

Methods

Using data from a longitudinal study of highly stressed, vulnerable women, 355 mothers retrospectively reported on their own childhood maltreatment, as well as their experiences of IPV and emotion regulation during pregnancy. Maternal responsiveness was coded using mother-infant …

Improving Expository Reading Comprehension In College Students, Danielle M. De Lucia, George Noell

Psychology Faculty Publications

This study investigated the impact of the Collaborative Strategic Reading (CSR) method on reading comprehension and psychological well-being among college students, addressing a gap in research on expository reading comprehension at the post-secondary level. A total of 47 students from Introduction to Psychology courses participated in the study. Participants initially completed pre-test assessments, including a cloze test, the Wide Range Achievement Test, and scales for self-worth, depression, anxiety, and stress. Of these, 23 students underwent CSR intervention sessions, conducted over three weeks with bi-weekly 50-minute sessions using their course textbook. Post-intervention data from 44 students were analyzed using repeated-measures ANOVA. …