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A Novel Approach For Neutrosophic Complete Graph And Neutrosophic Excellent Domination, Murugan Raji, Ponnaiah Tharaniya, Surapati Pramanik, G. Prabhu Nov 2025

A Novel Approach For Neutrosophic Complete Graph And Neutrosophic Excellent Domination, Murugan Raji, Ponnaiah Tharaniya, Surapati Pramanik, G. Prabhu

Neutrosophic Sets and Systems

No abstract provided.


A Practice-Based Framework For Teaching Geography At The Secondary Level, Kyle F. Tredinnick Nov 2025

A Practice-Based Framework For Teaching Geography At The Secondary Level, Kyle F. Tredinnick

Department of Geography: Dissertations, Theses, and Student Research

Further work is necessary to carry out the goals set forth in geography education initiatives like the Geography for Life: National Geography Standards and Road Map for 21st Century Geography Education Project. Methods to communicate the focus of geographic lessons at the secondary level can help guide teachers who are otherwise unaware of the ability for geography to answer questions and develop solutions to problems. Research and development of effective instructional tools to teach geography is needed. This research aims to provide a practice-based model for lesson-development in geography, as supported in academic literature. Input from higher-education faculty …


Hypertension Prevention Program And Its Effects On Blood Pressure Levels Among Young Adults In A Christian Community In Southwest Michigan, Cindel Hollancid Nov 2025

Hypertension Prevention Program And Its Effects On Blood Pressure Levels Among Young Adults In A Christian Community In Southwest Michigan, Cindel Hollancid

Doctor of Nursing Practice Projects

Background

Although the majority of patients who present are adults over the age of 40 years old; with blood pressures ranging from 140/88 – 190/110 and many times higher readings, it was intriguing and important to assess whether a direct intervention, teaching young adults ages 18 – 39 years the benefits of lifestyle choices would be beneficial as a preventative measure to implement for hypertension reduction patterns as one ages. According to Hinton et al. (2019), hypertension affects 1 in 8 adults between the ages of 20 and 40 years old and is thus common among young people; with the …


Blue Bird: Building The Right Path, Yuanto Kusnadi, Wee Kiat Lim Nov 2025

Blue Bird: Building The Right Path, Yuanto Kusnadi, Wee Kiat Lim

Research Collection School Of Accountancy

How Indonesia's leading mobility provider pursued twin transformations involving sustainable growth and digitalisation.


How Behavioral Science Can Improve The Return On Ai Investments, David De Cremer, Shane Schweitzer, Jack Mcguire, Devesh Narayanan Nov 2025

How Behavioral Science Can Improve The Return On Ai Investments, David De Cremer, Shane Schweitzer, Jack Mcguire, Devesh Narayanan

Research Collection Lee Kong Chian School Of Business

Many AI projects fail because leaders treat adoption as a tech purchase instead of a behavioral change problem. People resist tools that disrupt routines, overreact to visible AI errors, and prefer familiar human judgment. As a result, even good systems fail to gain purchase. Leaders can address this problem by applying “Behavioral Human-Centered AI” across the AI adoption cycle. In the design phrase, companies should co-design with diverse users, add purposeful friction where it improves scrutiny, require beta tests with subgroup results and behavioral input. During adoption, they should frame AI as an augmenter, disclose limits and safeguards, use explainability …


Building Confidence For Class Participation, Tamas Makany, Ivy Seow Nov 2025

Building Confidence For Class Participation, Tamas Makany, Ivy Seow

Research Collection Lee Kong Chian School Of Business

What happens to students’ critical thinking when half the class filters their thoughts through AI? During a recent debate on AI policy in education, one student mentioned they routinely run their ideas through ChatGPT before speaking up. When I asked who else did the same, more than half the class raised their hands.


An Analysis Of How Autistic Burnout Relates To Posttraumatic Stress In Autistic Adults, Antonio F Pagán, Madeline J Bruce, Juliana L Vanderburg, Grace Sattem, Katherine A Loveland, Ron Acierno Nov 2025

An Analysis Of How Autistic Burnout Relates To Posttraumatic Stress In Autistic Adults, Antonio F Pagán, Madeline J Bruce, Juliana L Vanderburg, Grace Sattem, Katherine A Loveland, Ron Acierno

Faculty, Staff and Student Publications

This study investigated the relationship between autistic burnout and posttraumatic stress symptoms (PTSS) in trauma-exposed autistic adults without intellectual disability (n = 91). Cross-sectional relationships between autistic burnout (measured by the ABSI), PTSS (PCL-5), depression (PHQ-9), and anxiety (GAD-7) were assessed using Pearson correlations. To examine the distinctiveness of autistic burnout from posttraumatic stress, an exploratory factor analysis was conducted on ABSI and PCL-5 data. A strong correlation was found between autistic burnout and PTSS (r = .70, p < .001), an exploratory factor analysis suggested shared underlying factors. These findings indicate a close relationship between autistic burnout and …


Analysis Of Content Related To Retrograde Cricopharyngeal Dysfunction On Tiktok: Opportunities For Patient Education And Advocacy, Aidan Wright, Nathaniel Hunter, Vivian Jin, Andrew Tritter Nov 2025

Analysis Of Content Related To Retrograde Cricopharyngeal Dysfunction On Tiktok: Opportunities For Patient Education And Advocacy, Aidan Wright, Nathaniel Hunter, Vivian Jin, Andrew Tritter

Faculty, Staff and Student Publications

Objective: TikTok has experienced exponential growth as a social media platform, with over 1 billion active users. Concurrently, retrograde cricopharyngeal dysfunction (RCPD) has seen a surge in awareness among patients and on social media. Our objective was to characterize the most popular RCPD-related content on TikTok.

Methods: The top 50 videos associated with the following hashtags were analyzed: "RCPD," "noburp," "retrograde cricopharyngeal dysfunction," and "noburpsyndrome." Recorded metrics included views, likes, and comments, along with information regarding the creator's identity, gender, geographical location, and the video's purpose.

Results: One hundred and three videos were included in the final analysis, with a …


Exploring The Impact Of Faculty–Student Interactions Outside The Classroom On The Sense Of Belonging, Engagement, Self-Confidence, And Retention Among Undergraduates In Uae Federal Universities, Mona Malalla Alhammadi Nov 2025

Exploring The Impact Of Faculty–Student Interactions Outside The Classroom On The Sense Of Belonging, Engagement, Self-Confidence, And Retention Among Undergraduates In Uae Federal Universities, Mona Malalla Alhammadi

Dissertations

The purpose of this study was to examine the ability of Faculty-Student Interaction (FSI) in influencing students' social and academic outcomes and success. In particular, this study sought to investigate the impact of the informal interactions between faculty members and their students outside the classroom on four student outcomes: Sense of Belonging (SB), Engagement (EG), Self-confidence (SC), and Retention (RT). The participants were 570 undergraduate students who were at their first- and second-year of study from three different UAE federal higher education institutions. The study employed quantitative research design while utilizing an online survey as the main data collection instrument. …


Reinforcement Learning In A Virtual World: A Study Of Ppo And Sac Within Unity Ml Agents, Rufat Mammadzada Nov 2025

Reinforcement Learning In A Virtual World: A Study Of Ppo And Sac Within Unity Ml Agents, Rufat Mammadzada

Chemical Technology, Control and Management

This study explores the use of Unity3D as a versatile platform for developing, training, and evaluating intelligent agents through reinforcement learning. Leveraging the Unity ML-Agents Toolkit, a dynamic 3D environment was created to examine agent learning behavior using two advanced algorithms: Proximal Policy Optimization (PPO) and Soft Actor-Critic (SAC). The simulation environment consisted of navigable terrain bounded by red borders, with collectible blue balls serving as rewards and a purple cube representing the agent. A carefully designed reward system was implemented to encourage goal-directed behavior and penalize inefficiency, while time constraints introduced an additional challenge requiring both precision and speed. …


Smart Learning In An Ai-Driven World, Joseph Rene Corbeil, Maria Elena Corbeil Nov 2025

Smart Learning In An Ai-Driven World, Joseph Rene Corbeil, Maria Elena Corbeil

Teaching and Learning Faculty Publications

SMART learning is an approach that combines sustainability, motivation, adaptability, results-oriented practices, and technology enablement. AI-driven SMART learning prioritizes flexibility, cost-efficiency, and knowledge retention, equipping teachers and students with the tools to adapt to an ever-evolving world. By envisioning AI's role in fostering SMART learning attributes, we pave the way for a future where technology and education intertwine to empower learners and redefine teaching practices.


Love, Community, Errantry: Relational Approaches Toward Mathematical Mistakes, Melissa Adams Corral, Romina S. Peña-Pincheira, José Martínez Hinestroza Nov 2025

Love, Community, Errantry: Relational Approaches Toward Mathematical Mistakes, Melissa Adams Corral, Romina S. Peña-Pincheira, José Martínez Hinestroza

Teaching and Learning Faculty Publications

In this article we explore ways of approaching what educators and researchers perceive as mistakes that are consistent with views of mathematics that tolerate ambiguity, contradiction, and multiple possible truths. The approaches we describe draw on works within and beyond the field of mathematics education and detail theories from biologist Humberto Maturana, community organizers Bob Moses and Ella Baker, and poet-philosopher Edouard Glissant. These alternative theoretical perspectives are distinctly relational in their approach. They can build on the field’s current conceptualizations of pedagogical responses to errors in ways that attend to calls for broadening what it means to do mathematics …


Delayed Presentation Of A Retained Colonic Segment In A Child With Intestinal Failure On Teduglutide, Rachel C Bordelon, Sarah J Varalla, Varaha S Tammisetti, Mohamed M Shahin, Amanda Tchakarov, Essam Imseis, Allison L Speer Nov 2025

Delayed Presentation Of A Retained Colonic Segment In A Child With Intestinal Failure On Teduglutide, Rachel C Bordelon, Sarah J Varalla, Varaha S Tammisetti, Mohamed M Shahin, Amanda Tchakarov, Essam Imseis, Allison L Speer

Faculty, Staff and Student Publications

Teduglutide is a glucagon-like peptide 2 (GLP-2) analogue that was approved by the United States Food and Drug Administration for the treatment of pediatric (>1 year) intestinal failure due to short bowel syndrome in 2019. GLP-2 analogues promote rapid intestinal adaptation, increasing the absorptive capacity of residual intestine after surgical resection to aid the achievement of enteral autonomy or reduce parenteral nutrition requirements. Despite relatively few reported side effects, there is a theoretical risk of proliferative complications. Here we present an intriguing case of a pediatric patient found to have a decade-long retained, discontinuous segment of colon from a …


Functional Ability Profiles In Beta-Propeller Protein-Associated Neurodegeneration (Bpan), Francesco Gavazzi, Samuel R Pierce, Vanessa Smith, Eric Yang, Julie Skorup, Kristy Pucci, Emma Kotes, Allan M Glanzman, Stacy V Cusack, Todd Levy, Holly Dubbs, Emma Wiener, Sarah Woidill, Joseph Vithayathil, Abbas Jawad, Nivedita Thakur, Laura A Adang Nov 2025

Functional Ability Profiles In Beta-Propeller Protein-Associated Neurodegeneration (Bpan), Francesco Gavazzi, Samuel R Pierce, Vanessa Smith, Eric Yang, Julie Skorup, Kristy Pucci, Emma Kotes, Allan M Glanzman, Stacy V Cusack, Todd Levy, Holly Dubbs, Emma Wiener, Sarah Woidill, Joseph Vithayathil, Abbas Jawad, Nivedita Thakur, Laura A Adang

Faculty, Staff and Student Publications

Background: Beta-propeller Protein-Associated Neurodegeneration (BPAN) is a rare neurodevelopmental degenerative disorder caused by pathogenic variants in WDR45 leading to brain iron accumulation. Its rarity and complex clinical course make it difficult to select appropriate clinical outcome assessments (COAs). This study evaluates established COAs for feasibility and effectiveness in capturing BPAN's functional ability profiles exploring cognitive, motor, and behavioral features.

Methods: We performed an observational study. Children were recruited as part of the Myelin Disorders Biorepository Project at the Children's Hospital of Philadelphia. We administered the Gross Motor Function Measure-88 (GMFM-88), the Leiter International Performance Scale (Leiter-3), and the Vineland Adaptive …


Virtual Reality In Esl Teaching And Learning In A Hybrid Learning Environment In The United Arab Emirates, Basma Abdulla Abri Nov 2025

Virtual Reality In Esl Teaching And Learning In A Hybrid Learning Environment In The United Arab Emirates, Basma Abdulla Abri

Dissertations

This study examines the impact of Virtual Reality (VR) on the oral proficiency of EFL learners in the UAE context, with exploring the instructors and students’ perspectives on using VR as a language learning tool. The study involved 44 Emirati higher education students enrolled in an English Communications Program divided into a control group using traditional methods, and an experimental group using VR tools for communicative activities. Data collection employed mixed-methods research through questionnaire surveys involving college students and interviews with EFL instructors over a ten-week period. According to the findings, the experimental group demonstrated higher oral proficiency than the …


A Century Of Sediment Metal Contamination Of Mar Menor, Europe's Largest Saltwater Lagoon, Irene Alorda-Montiel, Valentí Rodellas, Ariane Arias-Ortiz, Albert Palanques, Andrea G. Bravo, Júlia Rodriguez-Puig, Aaron Alorda-Kleinglass, Carlos Green-Ruiz, Marc Diego-Feliu, Pere Masqué, Javier Gilabert, Jordi Garcia-Orellana Nov 2025

A Century Of Sediment Metal Contamination Of Mar Menor, Europe's Largest Saltwater Lagoon, Irene Alorda-Montiel, Valentí Rodellas, Ariane Arias-Ortiz, Albert Palanques, Andrea G. Bravo, Júlia Rodriguez-Puig, Aaron Alorda-Kleinglass, Carlos Green-Ruiz, Marc Diego-Feliu, Pere Masqué, Javier Gilabert, Jordi Garcia-Orellana

Research outputs 2022 to 2026

Coastal enclosed ecosystems, such as lagoons, are vulnerable to anthropogenic impacts because they favor the accumulation of contaminants from the surrounding watersheds, particularly in their sediments. Europe's largest saltwater lagoon, the Mar Menor (SE, Iberian Peninsula), is a highly impacted ecosystem and the first in the continent to be granted personhood rights. Based on a high-resolution spatial and temporal dataset, we present the historical reconstruction of metal contamination in this ecosystem during the last century. Our results highlight that sediment metal contamination has been mainly driven by the development of the mining industry in the nearby Sierra Minera de Cartagena-La …


Adaptive Guard Band And Power Control For Resource Allocation In Mobile And Fixed Mission-Critical Iout Networks, Walid K. Hasan, Iftekhar Ahmad, Quoc Viet Phung, Daryoush Habibi Nov 2025

Adaptive Guard Band And Power Control For Resource Allocation In Mobile And Fixed Mission-Critical Iout Networks, Walid K. Hasan, Iftekhar Ahmad, Quoc Viet Phung, Daryoush Habibi

Research outputs 2022 to 2026

The Internet of Underwater Things (IoUT) is transforming underwater communication by enabling essential mission-critical applications such as precise navigation, emergency response coordination, diver safety, robust security and surveillance systems, and real-time environmental monitoring. However, Underwater Acoustic Communication (UAC), which serves as the primary communication medium for IoUT, experiences substantial challenges, including limited bandwidth availability, severe signal attenuation and Doppler-induced frequency shifts, especially pronounced in mobile underwater environments. These challenges degrade throughput and increase latency, making it difficult to meet the strict delay and reliability demands of mission-critical IoUT applications. Without adaptive solutions, real-time underwater communication remains unreliable and inefficient. This …


Reading The Word And The World: Overstanding Literacy In Aboriginal And Chinese Classrooms, Gui Ying Annie Yang-Heim Nov 2025

Reading The Word And The World: Overstanding Literacy In Aboriginal And Chinese Classrooms, Gui Ying Annie Yang-Heim

Faculty Publications - College of Education

This qualitative comparative case study examines how culturally grounded philosophies of education shape the teaching and learning of reading in two cross-cultural contexts—an Aboriginal Australian classroom and urban Chinese elementary schools. Drawing on interpretive and reflexive methodologies, it investigates how Aboriginal and Confucian epistemologies influence literacy practices and how these practices align with or resist dominant, decontextualized models of reading instruction. Data sources include classroom observations, reading assessments, teacher interviews, and researcher reflections. Conceptually framed by Gadamer’s hermeneutics, Bourdieu’s theory of cultural capital, Habermas’s typology of knowledge, and the Caribbean concept of overstanding, this research finds that Aboriginal literacy is …


The Reception Of Fiducia Supplicans As Indicative Of The Paths Of Synodality, Chimaobi Clement Emefu Cssp Nov 2025

The Reception Of Fiducia Supplicans As Indicative Of The Paths Of Synodality, Chimaobi Clement Emefu Cssp

Spiritan Horizons

No abstract provided.


Multi-Criteria Decision-Making And Uncertainty Analyses Of Off-Grid Hybrid Renewable Energy Systems For An Island Community, Dibyendu Roy, Hadi Taghavifar, Kumar Vijayalakshmi Shivaprasad, Yaodong Wang, Barun K. Das, Anthony Paul Roskilly Nov 2025

Multi-Criteria Decision-Making And Uncertainty Analyses Of Off-Grid Hybrid Renewable Energy Systems For An Island Community, Dibyendu Roy, Hadi Taghavifar, Kumar Vijayalakshmi Shivaprasad, Yaodong Wang, Barun K. Das, Anthony Paul Roskilly

Research outputs 2022 to 2026

This study examines advanced hybrid renewable energy system configurations designed for a remote island community. The configurations integrate multiple technologies, including wind turbines, photovoltaic panels, fuel cells, diesel generators, batteries, converters, electrolyzers, and hydrogen storage tanks, enabling a synergetic approach to energy generation, storage, and management. Excess electricity produced from the systems is utilized for battery charging and green hydrogen production, enhancing system flexibility and resilience. A detailed techno-economic and environmental assessment of the configurations was performed. Furthermore, the Technique for Order of Preference by Similarity to Ideal Solution based multicriteria decision-making framework was employed to identify the optimal configuration. …


The Role Of Fungal Proteases In Bioactive Peptide Production And Analytical Approaches For Tracking Their Activity, Tanvir Ahmed, Angéla Juhász, Utpal Bose, Netsane Shiferaw Terefe, Michelle L. Colgrave Nov 2025

The Role Of Fungal Proteases In Bioactive Peptide Production And Analytical Approaches For Tracking Their Activity, Tanvir Ahmed, Angéla Juhász, Utpal Bose, Netsane Shiferaw Terefe, Michelle L. Colgrave

Research outputs 2022 to 2026

Fungal proteases catalyse site-specific peptide bond cleavage in complex protein matrices, enabling bioactive peptide (BP) release. Accurate monitoring is vital for optimising hydrolysis efficiency, minimising nonspecific proteolysis, ensuring consistent yields, and preserving peptide biofunctionality. While analytical and computational tools are well-established for non-fungal systems, their adaptation to fungal proteases remains exploratory, with no comprehensive evaluation addressing the unique challenges in this field. This review synthesises current knowledge, identifies methodological gaps, and outlines future directions for developing fungi-specific analytical pipelines and computational frameworks for BP discovery. It explores fungal protease families, their roles in intracellular peptide processing, and fungal survival strategies. …


Technology Discontinuance: A Systematic Literature Review And Research Agenda, Birgit Altrichter, Sabine Benoit Nov 2025

Technology Discontinuance: A Systematic Literature Review And Research Agenda, Birgit Altrichter, Sabine Benoit

Research Collection Lee Kong Chian School Of Business

Technology discontinuance by users who quit digital services such as social media or lose interest in their devices after a few weeks is a common phenomenon. Yet it has received little research attention; the few studies that address it are scattered across disciplines. Research into customer churn is more prevalent, but it implies switching providers rather than halting usage altogether. By moving beyond discipline-based knowledge boundaries and conducting a systematic literature review, the current article proposes a technology discontinuance framework, which details seven technology discontinuance types (overuse, overload, proficiency, disenchantment, social, circumstantial, and solution) and their drivers. For example, guilt …


Managing The Personalization Paradox: Lessons From Spotify’S Ai Dj, Anirban Mukherjee, Hannah H. Chang, Jonathan Wibowo Nov 2025

Managing The Personalization Paradox: Lessons From Spotify’S Ai Dj, Anirban Mukherjee, Hannah H. Chang, Jonathan Wibowo

Research Collection Lee Kong Chian School Of Business

This case study uses Spotify’s AI DJ to examine the “personalization paradox,” where product features designed to deepen user connection can instead cause alienation. An analysis of over 1,400 user comments identifies three core frictions: a perceived loss of user agency, mismanaged expectations for the human-like AI, and a scalability bottleneck that led to repetitive content. Students are placed in the role of a product manager tasked with developing a prioritized roadmap to address these issues, forcing them to grapple with the critical trade-offs between technological capability and user psychology.


Assessing Digital Citizenship Among Students And Technology Competency Of Teachers, Mary Anthony C. Sieras Nov 2025

Assessing Digital Citizenship Among Students And Technology Competency Of Teachers, Mary Anthony C. Sieras

Ateneo Institute for The Science and Art of Learning and Teaching

Digital citizenship and technology competency are vital for effective teaching and learning in today’s technology-driven educational environment (Ribble, 2011). Despite widespread technology use, challenges persist regarding students’ responsible and ethical use of digital tools, highlighting the need for improved digital citizenship education (Ribble & Bailey, 2004). Teachers’ proficiency in integrating technology is key to fostering students’ positive digital practices (Department of Education, 2017). This study aimed to assess the digital citizenship levels of junior high school students and the technology competence of their teachers. Grounded in Mike Ribble’s nine elements of digital citizenship and the Philippine Professional Standards for Teachers’ …


The Root Cause Of Perceived Appraisal Politics Using Evidence From The South Korean Public Sector, Jinwoong Yoo, Saeyeon Roh, Mohamed Haddoud, Smita Tripathi Nov 2025

The Root Cause Of Perceived Appraisal Politics Using Evidence From The South Korean Public Sector, Jinwoong Yoo, Saeyeon Roh, Mohamed Haddoud, Smita Tripathi

Plymouth Business School

The purpose of this study is to investigate the root causes of Perceived Appraisal Politics (PAP) within the public sector in South Korea. Scholars in the field of Human Resource Management (HRM) have identified the determinants of PAP in an effort to mitigate it. However, the complex interactions among those determinants and root causes have been overlooked. Therefore, we adopt a novel methodology in this study that combines Interpretive Structural Modelling (ISM) and fuzzy-Decision-Making Trial and Evaluation Laboratory (f-DEMATEL). The findings indicate that the root causes of PAP include the presence of cliques, ambiguity of appraisal policies and goal ambiguity …


A Gis Method To Summarize Changes Among Classes During A Time Series With An Application To Land Cover In Western Bahia, Brazil, Robert Gilmore Pontius, Antonio Victor Galvão Da Fonseca Nov 2025

A Gis Method To Summarize Changes Among Classes During A Time Series With An Application To Land Cover In Western Bahia, Brazil, Robert Gilmore Pontius, Antonio Victor Galvão Da Fonseca

Geography

Petabytes of raster maps exist that show numerous classes across a series of many time points. Scientists need new methods to summarize the temporal changes so scientists can understand broad patterns and have guidance for how to look deeper into particular places, trajectories, classes, and time intervals. Our manuscript addresses this need by presenting an innovative method that summarizes the temporal changes in terms of a map of four trajectories and bar charts of five components: quantity, allocation exchange, allocation shift, alternation exchange, and alternation shift. An application illustrates the method using 16 land cover classes at 7 time points …


Characterizing Piezoelectric-Blended Polydimethylsiloxane For Use As A Mechanoelectrical Responsive Cell Culture Substrate, Alexis P. Applequist, Lance D. Cordes, Lais A. Ferreira, Kartik Balachandran Nov 2025

Characterizing Piezoelectric-Blended Polydimethylsiloxane For Use As A Mechanoelectrical Responsive Cell Culture Substrate, Alexis P. Applequist, Lance D. Cordes, Lais A. Ferreira, Kartik Balachandran

Biomedical Engineering Faculty Publications and Presentations

In this study, we developed a piezoelectric-polydimethylsiloxane (pz-PDMS) composite by blending poly(vinylidene fluoride-co-trifluoroethylene) (P(VDF-TrFE)) with PDMS to create a biocompatible, mechanoelectrical responsive material. The pz-PDMS was synthesized with varying piezoelectric concentrations (0%, 1%, 3%, and 5%) and characterized for visual properties, mechanical properties, mechanoelectrical sensitivity, and biocompatibility. Compression testing showed no significant change in mechanical strength with the addition of piezoelectric particles, while mechanolectrical sensitivity testing revealed a non-linear increase in voltage response, with 5% pz-PDMS producing the highest sensitivity. Fatigue testing demonstrated no change in sensitivity after 7 days of cyclic displacement. Additionally, microcantilever experiments demonstrated the high fidelity …


Broadening Workforce Participation In Transportation: Challenges And Strategies, Jodi Godfrey, Stephanie Ivey Nov 2025

Broadening Workforce Participation In Transportation: Challenges And Strategies, Jodi Godfrey, Stephanie Ivey

Mineta Transportation Institute

Attracting and retaining a diverse, skilled workforce remains one of the most pressing challenges in the transportation industry. A new MTI-led California State University Transportation Consortium report examines why workforce participation gaps persist and identifies practical strategies organizations can implement to address them. Drawing on an extensive literature review, a nationwide industry survey with 996 respondents, and in-depth interviews with 15 transportation professionals, the study highlights both the barriers and the solutions to workforce participation. The findings emphasize that open dialogue, intentional investment, and inclusive workplace policies can help transform industry culture, making transportation careers more appealing to a broader …


Foreign Director Exit In The Midst Of Deteriorating Bilateral Political Relations, Xiaocong Tian, Yuehua Xu, Daphne W. Yiu Nov 2025

Foreign Director Exit In The Midst Of Deteriorating Bilateral Political Relations, Xiaocong Tian, Yuehua Xu, Daphne W. Yiu

Research Collection Lee Kong Chian School Of Business

Amid global geopolitical realism pushing for a race of hegemonic rivalry nowadays, an outflow of global human talents is a pressing organizational concern. Our study draws attention to the underexamined phenomenon of the exit of foreign directors from their host countries during geopolitical tensions. Theorizing from a sensemaking logic, we posit that the deterioration of bilateral political relations serves as an unexpected event that activates foreign directors’ schemas for dual identity conflict, propelling them to react behaviorally to such identity threats by exiting the board in the host country. In addition, we further posit that the sensemaking process is contingent …


Providing Spatial Support During A Major Cholera Outbreak In Port-Au-Prince, Haiti: Creative Mapping Solutions In A Challenging Data Poor Environment, Andrew Curtis, Jayakrishnan Ajayakumar Nov 2025

Providing Spatial Support During A Major Cholera Outbreak In Port-Au-Prince, Haiti: Creative Mapping Solutions In A Challenging Data Poor Environment, Andrew Curtis, Jayakrishnan Ajayakumar

Faculty Scholarship

In this paper we describe the spatial data challenges faced in terms of providing accurate and timely analysis for a clinic during a cholera epidemic that spread through Port au Prince, Haiti in late 2022. This “triage” spatial epidemiology involved developing a bespoke geocoder that allowed for weekly maps of spread to be created in near real time. Resulting case data were also analyzed using a novel grid heatmapping approach which considers the epidemiological curve for each neighborhood. Adding further complexity during this period to both the data generation, and explaining cholera amplification and spread patterns, was a rising gang …