Digital Commons Network^™

Explainable Artificial Intelligence Models For Detecting Suspicious Bank Transactions, Narasimha Kumar Narasapuram, Syed Afaq Ali Shah, Mohd Fairuz Shiratuddin, Ferdous Sohel

Research outputs 2022 to 2026

Detecting financial crime is a complex challenge due to evolving criminal strategies and fragmented detection systems, particularly in the areas of money laundering and fraud. While it is easy to implement, traditional rule-based approaches lack adaptability to new threats, and machine learning models, though more effective, often function as opaque "black boxes," limiting their practical use in regulated domains like banking, where interpretability and accountability are essential. This research presents a novel framework that combines intrinsic and post-hoc XAI techniques to detect suspicious bank transactions. Intrinsic methods provide model-inherent transparency, while post-hoc methods offer behavior-level explanations, enabling robust cross-verification of …

Neutrophil Gelatinase-Associated Lipocalin And Neutrophil-To-Lymphocyte Ratio As Indicators Of Nephropathy In Type 2 Diabetic Mellitus Patients In Ghana: A Case-Control Study, Allwell Adofo Ayirebi, Wina Ivy Ofori Boadu, Stephen Twumasi, Samuel Kwarteng, Benedict Sackey, Lilian Antwi Boateng, Joseph Boachie, Samuel Essien-Baidoo, Daniel Nii Martey Antonio, John Agyemang Sah, Afua Marfowaa, Mayfair Adwapa Mpiani, Joachim Baba Domosie, Abiba Khalifah, Emmanuel Ekow Korsah, Ebenezer Senu, Eugene Arele Ansah, Joseph Yorke, Enoch Odame Anto

Research outputs 2022 to 2026

Introduction: Serum neutrophil gelatinase-associated lipocalin (sNGAL), a renal tubular marker, and neutrophil-to-lymphocyte ratio (NLR), a hematological inflammatory marker are two biomarkers that have recently received attention, because of their association with kidney disease. This study examined the diagnostic value sNGAL and NLR in type 2 diabetes mellitus (T2DM) patients with nephropathy. Materials and Methods: In this hospital-based case-control research, 97 T2DM participants and 70 healthy subjects were included. Participants' information was documented using a structured questionnaire and patient case records. Venous blood was drawn from each participant and early morning midstream urine samples were collected for blood and urine measurements …

Optimizing Agility Training In Team Sport Players—The Role Of Perception-Action Coupling: A Systematic Review With Multi-Level Meta-Analysis, Zhiwei Zhao, Yuhang Liu, Kai Xu

Research outputs 2022 to 2026

Agility, characterized by rapid whole-body movement in response to external stimuli, is a key performance determinant in team sports owing to its reliance on perception-action coupling. Despite its importance, existing evidence on training effects is disproportionately focused on change-of-direction ability, overlooking the perceptual-cognitive demands of true agility. This systematic review therefore sought to quantify the effects of agility-specific training, examine moderators and establish dose-response model in team-sport players, while accounting for perception-action coupling. Following PRISMA 2020 guidelines, systematic searches were conducted in Web of Science, Scopus and PubMed for peer-reviewed English-language studies. Risk of bias was appraised using a modified …

Pleural Metastases From Acral Lentiginous Melanoma Diagnosed By Medical Thoracoscopy, Ad Rian Chong, Khai Lip Ng, Nai-Chien Huan, Nur Husna Mohd Aminudin, Fazilah Hassan, Kasuma Mohamed Nordin

Research outputs 2022 to 2026

Acral lentiginous melanoma (ALM) with pleural metastases is rare and under-recognised. We report an 86-year-old woman with progressive dyspnoea and pleuritic chest pain. 18 months ago, she was diagnosed with stage IIC ALM of the right heel, and was treated with wide local excision, but she declined adjuvant therapy. Imaging demonstrated a large left pleural effusion with diffuse pleural thickening, pulmonary mass, and hepatic metastases. Brownish pleural fluid, along with thoracoscopic identification of multiple pigmented nodules, led to a histologically confirmed diagnosis. Talc pleurodesis was performed for symptom control, and best supportive care was pursued. This case highlights the diagnostic …

Reimagining Peer-Led Support In Doctoral Nursing And Midwifery Education: A Collaborative Autoethnographic Case Study, Gideon U. Johnson, Sachini Thennakoon, Mayumi Kumarage, Emy Toutountzis, Lisa Whitehead

Research outputs 2022 to 2026

Aim: To explore how peer-led initiatives can enhance connection, belonging and sustainability within higher degree by research (HDR) nursing and midwifery programmes. Background: HDR study can be an isolating experience, often characterised by fragmented support and limited opportunities for structured peer learning. While institutions provide formal mechanisms for supervision and progress, less attention has been given to student-led approaches that cultivate inclusive scholarly communities and sustained peer engagement. Design: Collaborative autoethnographic case study. Methods: HDR student representatives and academic staff at Edith Cowan University, Australia (2022–2024), reflected collaboratively on the design, implementation and impact of peer-led initiatives, including monthly hybrid …

Skeletal Muscle Health In Childhood Cancer Survivors: A Systematic Review And Meta-Analysis, Anna Maria Markarian, Dennis R. Taaffe, Daniel A. Galvão, Carolyn J. Peddle-Mcintyre, Jodie Cochrane Wilkie, Francesco Bettariga, Nicholas G. Gottardo, Mayank Dhamija, Santosh Valvi, Catriona M. Buchanan, Kerrie Graham, Robert U. Newton

Research outputs 2022 to 2026

Purpose: Childhood cancer survivors (CCS) are at risk of long-term skeletal muscle deficits following intensive therapies during critical periods of growth. This review aimed to synthesize approaches for assessing muscle quantity, quality, and function in CCS and to quantify deficits relative to healthy peers. Methods: A systematic search was conducted in CINAHL, Embase, PubMed, SPORTDiscus, and Web of Science from inception to June 2024, with an update in November 2025. Studies including CCS who had completed cancer treatment and reported measures of muscle quantity, quality, or physical function were eligible. A three-level mixed-effects model meta-analysis was conducted. Associations between muscle …

Synergist Free Solvent Extraction Of Lithium From Alkaline Salt Lake Brines Using Thenoyltrifluoroacetone In Octanol, Shayan Abrishami, Amir Razmjou

Research outputs 2022 to 2026

The growing demand for lithium in energy storage applications necessitates the development of efficient and selective extraction technologies for recovering lithium from alkaline brines containing high concentrations of competing alkali metals. This study presents an investigation of a thenoyltrifluoroacetone (TTA)-octanol solvent extraction system for selective lithium recovery from high‑sodium brines, utilizing 1-octanol as an environmentally benign diluent without requiring any synergistic co-extractant. Through systematic optimization of key operational parameters including pH, extractant concentration, scrubbing conditions, and stripping agent concentration, the system demonstrated excellent performance with lithium extraction efficiency of 67.5% ± 3.4% and a maximum separation factor of 28.0 ± …

Linkage Disequilibrium Score Regression Identifies Genetic Correlations Between Hepatocellular Carcinoma And Clinically Relevant Traits, Younghun Han, Vikram R Shaw, Jinyoung Byun, Aaron P Thrift, Catherine Zhu, Donghui Li, Rikita I Hatia, Robin Kate Kelley, Sean P Cleary, Anna S Lok, Paige M Bracci, Jennifer B Permuth, Roxana Bucur, Jennifer Knox, Jian-Min Yuan, Amit G Singal, Prasun K Jalal, R Mark Ghobrial, Yuko Kono, Dimpy P Shah, Mindie H Nguyen, Neehar D Parikh, Richard Kim, Hui-Chen Wu, Hashem El-Serag, Ping Chang, Yun Shin Chun, Jian Gu, Chad Huff, Asif Rashid, Lu-Yu Hwang, Alison P Klein, Saira A Khaderi, Ahmed O Kaseb, Kathrine A Mcglynn, Lewis R Roberts, Manal M Hassan, Christopher I Amos

Faculty, Staff and Students Publications

Hepatocellular carcinoma (HCC) mortality is increasing globally, partly due to the growing prevalence of nonviral liver diseases. Genome-wide association studies (GWAS) have identified genetic variants associated with HCC development. Leveraging GWAS summary statistics and linkage disequilibrium score regression (LDSR), we investigated disease co-development with hepatitis C virus-negative (HCV-negative) HCC to provide unique insights into HCC etiology and prioritize relationships for further causal inquiry. We utilized the LDSR statistical framework to estimate the genetic correlation and heritability between HCV-negative HCC with 901 epidemiologic, behavioral, and clinical traits from the United Kingdom Biobank (UKBB). First, we set the threshold for observed scale …

A Manifesto For Plant Science Education, Elizabeth Alvey, Andrea Paterlini, Mary E. Williams, Mia E. Cerfonteyn, Samantha Dobbie, Steven Dodsworth, Sonja D. Dunbar, Lauren R. Headland, Anastasia Kolesnikova, Pankaj Kumar, Silvia Manrique, Catherine Mansfield, Sebastian Stroud, Shannon Woodhouse, Hailey Ashton, Yoselin Benitez-Alfonso, Emily Breeze, Kelsey J.R.P. Byers, Chana P. Chetariya, Beth C. Dyson, Alec Forsyth, Beatriz Gonçalves, Camila Gonzalez, Daniel M. Jenkins, Joanna Kacprzyk, Kirsten Knox, George R. Littlejohn, Sara Lopez-Gomollon, Enrique López-Juez, Claudia Martinho

School of Biological and Marine Sciences

Societal Impact Statement: Plants provide oxygen, food, shelter, medicines and environmental services, without which human society could not exist. Tackling pressing and global challenges requires well-trained plant scientists and plant-aware individuals. This manifesto provides a practical evidence-based vision to strengthen plant science education, focused on five strategic priorities. It is relevant to all stakeholders within plant science and beyond: from frontline educators to institutional leaders; from commercial or charitable professionals to entrepreneurs and donors; from individual community members to their legislative representatives. Strengthening plant science education demands concrete actions from all stakeholders, ultimately to the benefit of us all. Summary: …

Nominal Prices, Retail Investor Participation, And Return Momentum, Jun Du, Dashan Huang, Yu-Jane Liu, Yushui Shi, Avanidhar Subrahmanyam, Huacheng Zhang

Research Collection Lee Kong Chian School Of Business

We employ an identification strategy for retail participation to explore the link between return momentum and investing clientele. This scheme relies on strictly enforced round-lot rules in China, which financially constrain retail investors from participating in stocks with high nominal prices. We find that there is strong momentum in high-priced stocks, but no momentum on aggregate. This result supports the idea that noise trades of retail investors mask momentum, while other, more sophisticated investors contribute to momentum. We validate this notion by showing that retail investors with small (large) portfolios are less (more) prone to participating in stocks with high …

A Closer Look At The Innovator: The Interplay Between Divergent And Convergent Processes Of Self-Regulation, Ronald Bledow, Hye Jung Eun, Lien Vossaert

Research Collection Lee Kong Chian School Of Business

Creativity and innovation are essential for modern organizations. While abundant research has helped to better understand creativity in everyday work life, considerably less attention has been paid to how individuals achieve creative performance during the implementation of innovation projects. We articulate a dialectical interplay between divergent and convergent processes of self-regulation that supports creative performance in innovation projects. We propose that a divergent exploration orientation contributes to creative performance by inducing a broad search for novelty and by stimulating iteration—repeated cycles of experimentation and refinement. Convergent processes of self-regulation—outcome focus and planning—strengthen the relationship between divergent processes and creative performance. …

Global Value Chains And Economic Inequality, Vivek Soundararajan, Ari Van Assche, Hari Bapuji, Gokhan Ertug

Research Collection Lee Kong Chian School Of Business

In their inaugural editorial, Van Assche and De Marchi (2024) argued that meaningful progress in international business policy requires a more fine-grained understanding of how private international business practices intersect with public policy objectives. This editorial builds on that insight by applying it to a critical yet still underexplored issue – one on which we hope to see more research in this journal: the role of multinational enterprises (MNEs) and global value chains (GVCs) in shaping economic inequality within developing economies. Decisions related to sourcing, contracting, and GVC governance are inherently distributional rather than neutral, with important implications for how …

Pennies In The Bank: Building Background Knowledge, Brooke Lee Webster

Journal of English Learner Education

Abstract

Across the United States, teachers are met with stringent time requirements that may not align with the needs of the students inside the classroom. This paper explores the efforts of condensing and prioritizing in a diverse classroom. Through a reflective narrative of teaching comprehension to emerging bilingual students, this paper presents a structure that leverages morning meetings and discussion as prongs for maximizing the benefit of students within limited instructional minutes. Tasks that build competence, confidence, and connection cycle to foster the environment that students need to thrive. Additionally, this paper investigates the role of building background knowledge in …

Supporting English Language Learners: A Comprehensive Guide For Long-Term Success, Yana Shifrina-Piljovin

Journal of English Learner Education

Abstract

This literature review provides a thorough examination of the various multifaceted challenges encountered by Long-Term English Language Learners (LTELLs) in educational settings. It critically analyzes the effectiveness of current support systems and instructional strategies, synthesizes relevant recent research findings, and offers targeted recommendations aimed for educators and policymakers striving to improve educational outcomes for LTELLs. The review evaluates the efficacy of existing support frameworks and teaching methodologies, synthesizes contemporary research findings, and presents actionable recommendations for educators and legislators to enhance the learning outcomes of these students.

Supporting English Language Learners LTELLs) in classroom settings requires a deep understanding …

Are Testing Accommodations Helping Or Not? A Review Of English Learner (El) Accommodations On Standardized Tests, Cole Forbes

Journal of English Learner Education

This paper examines and critiques English Learner (EL) testing accommodation policies. They have been ineffective at increasing test scores and accessibility. The policies have mandated that EL students participate in high-stakes assessments with accommodations, and sometimes without them. The purpose of the accommodation is to create an even playing field for all test-takers, so that no subgroup is put at a disadvantage, which would compromise their scores and lead to misclassification of students. Laws and Acts such as the Bilingual Education Act of 1968, No Child Left Behind, and the Every Student Succeeds Act have updated and mandated a more …

Differentiated Instruction For Multilingual Learners: A Thematic Analysis Of Research And Practice, Mohsine Bensaid, Jiayuan Jiang

Journal of English Learner Education

Differentiated instruction (DI) is widely promoted as a means of supporting diverse learners, yet its enactment for multilingual learners (MLs) remains uneven and under-theorized in mainstream classrooms. This study examines how DI is conceptualized and implemented to support MLs by attending to learners’ linguistic, cultural, and academic profiles. Using reflexive thematic analysis, this qualitative synthesis examines 20 peer-reviewed empirical studies published between 2010 and 2024 in English-medium K–12 contexts in the United States, with particular attention to elementary settings when specified. Analytic interpretation was supported by practitioner-based reflection functioning as an interpretive lens rather than a separate data source. Four …

A Quasi-Experimental Study On The Effectiveness Of Achieve3000 On The Reading Comprehension Scores Of Ells With Ld, Paula P. Fields

Journal of English Learner Education

The purpose of this quasi-experimental pretest-posttest study was to determine if a significant difference existed in the comprehension scores of secondary English Language Learners with learning disabilities after treatment. The problem addressed is that a significant correlation exists between English language learners and learning-disabled students’ low reading proficiency scores and student achievement, leading to decreased graduation rates. Schema theory served as the theoretical foundation of this research because when the appropriate schema is activated, it helps increase comprehension. The research question guiding this study was: Is there a significant difference between the reading comprehension scores of high school English language …

Reading Comprehension Interventions For Multilingual Learners With Disabilities: A Systematic Review, Sariya Shabnam, Jennifer E. Smith, Samiratu Bashiru

Journal of English Learner Education

Multilingual learners with disabilities (MLWDs) face substantial barriers to reading comprehension given the intersecting challenges of language acquisition and disability (Artzi et al., 2022; Frates et al., 2024). Students with disabilities often need explicit, strategy-based instruction with modeling, guided practice, and scaffolding (Frates et al., 2024; Wawire et al., 2024; Moura, 2024). When learners are also multilingual, interventions must be linguistically accessible and responsive to diverse cognitive profiles (Moura, 2024; Sarisahin, 2020). MLWDs comprise 15.8% of English learners in U.S. public schools (NCES, 2024), yet research on effective comprehension interventions remains limited; most studies treat multilingual learners or students with …

The New Red Scare: The Shocking Truth Behind The Fda's Unethical Regulation Of Red 40 And Other Synthetic Food Dyes, Angelica Martuscello

Pace Law Review

For decades, the U.S. Food and Drug Administration (FDA) has allowed synthetic food dyes to remain in the American food supply, despite evidence linking them to cancer and behavioral issues in children. These additives offer no nutritional value yet remain common in everyday products. This essay scrutinizes the FDA’s failure to enforce its own legal obligations, particularly its continued approval of synthetic dyes, which were later found to be harmful to human health. Harmful dyes have been kept on the market due to weak oversight, outdated science, and industry lobbying. In 2025, the FDA finally announced a plan to phase …

Lessons In Pedagogy: My Experience With Problem-Based Learning, Leslie Y. Garfield Tenzer

Pace Law Review

This Article chronicles my experimental adoption of Problem-Based Learning (PBL) in first-year Contracts. After three decades of conventional teaching, I observed that Gen Z students struggled to transition from undergraduate memorization strategies to law school-level analytical reasoning, prompting my desire to engage in a fundamental pedagogical change. Drawing on successful PBL implementations in medical and mathematics education, I restructured my Contracts course around collaborative problem-solving in small groups, transforming my role from lecturer to facilitator. Students worked through authentic legal scenarios at whiteboards, developing rule-based reasoning through active engagement rather than passive reception.

This article first details my reasons for …

On Some Temporal Values Of The Verb Kan (To Be) In Moroccan Arabic, Zahra Zaid

Faits de Langue et Société (FLS)

The expression of tense is a universal characteristic of natural languages. Each one has a linguistic resource to locate the process on the tense axis in relation to the speaker's present or in relation to other processes. In this contribution, we propose, from the description of a corpus of simple verbal sentences, to identify some temporal values rendered by the verbal forms composed of the auxiliary kan (to be) and the verbal predicate in Moroccan Arabic (AM). The aim is to show that other categories can provide details on the functioning of temporality in Moroccan Arabic, such as the verb …

Digital Practices Among Young Oasis Women: Tailor-Made Internet Connections, Douha Ejjaouani, Zakaria Kadiri

Faits de Langue et Société (FLS)

Cette étude analyse l’appropriation des technologies numériques par les jeunes femmes de l’oasis de Toudgha (Tinghir) à travers le prisme de la sociocritique et des études de genre. Dans un contexte marqué par un contrôle patriarcal, le smartphone apparaît comme un outil de « braconnage » quotidien. À travers une intimité « sous la couette », l’espace virtuel devient un refuge nocturne, favorisant l’expérimentation identitaire face aux stigmates sociaux tels que le divorce et le mariage précoce. Fondé sur trente entretiens qualitatifs, l’article explore la tension entre l’émancipation numérique et la reproduction des inégalités du monde réel. Si le monde …

Gender Inequalities In Morocco: Between Attempts At Destabilization And Patriarchal Continuity, Osire Glacier

Faits de Langue et Société (FLS)

This text explores gender inequalities in Morocco by articulating patriarchal continuity and attempts at destabilization through gender studies. It takes as its starting point the pioneering initiative of Fatima Sadiqi, who founded the first women's research center (1996) and the first gender studies unit (2000) at the University of Fez. These structures aimed to introduce the concept of gender into the humanities and social sciences to deconstruct sociocultural obstacles to equality. Since then, the integration of similar programs in other universities has strengthened the visibility of these issues in higher education. Based on a discourse analysis of representations of women, …

Reply To The Letter-To-Editor On Article "Evaluation Of Left Ventricular Function In Coronary Artery Ectasia: The Added Value Of 2d Speckle-Tracking Echocardiography", Osama Elshaer

Journal of the Saudi Heart Association

No abstract provided.

Informing Consumer Product Sound Quality Analysis Using Generative Adversarial Networks, Daniel Jeffery Lesko, Vinh Nguyen

Michigan Tech Publications

Sound quality attributes have been proven important predictors of customer satisfaction with consumer goods and appliances. The results of several studies indicate that level-based, tonal, and temporal aspects of sound influence the perceived quality of consumer products. The current state-of-the-art of inferring consumer satisfaction with sound attributes is based on the jury test methodology. However, product engineers often find the models generated from these studies incomplete, resulting in products that fail to meet consumer expectations. Therefore, this study aims to utilize generative data-driven approaches to create a range of acceptable sound quality attributes given consumer satisfaction requirements. A baseline sound …

Trust In Regulation In A Time Of Revolution, Cristie Ford

All Faculty Publications

In a moment when big-P Politics feel practically catastrophic, the suggestion that we should be focusing on regulation could seem foolish, or worse: it could seem like some kind of self-serving effort to pretend our work rearranging deck chairs continues to matter. Regulation can feel like the opposite of resistance, and resistance is on many peoples’ minds these days, particularly in the United States. And, the goal of this paper is to argue that failing to focus on regulation – and especially on trust in regulation, in this time of revolution – would be a terrible mistake. Regulation is at …

Peran Ojk Dalam Pencegahan Fraud Pada Equity Crowdfunding: Studi Perbandingan Dengan Mekanisme Pengawasan Perbankan, Amanda Amelia Rizki, Ina Kurnia Savitri, Irsya Bakhtiar

Technology and Economics Law Journal

This study examines the role of the Financial Services Authority (Otoritas Jasa Keuangan/OJK) in preventing fraud in the implementation of Equity Crowdfunding (ECF) in Indonesia and compares it with the supervisory mechanisms of the banking sector, which are based on the prudential principle. Using a normative juridical approach and a comparative regulatory study, the research finds that although Financial Services Authority Regulation No. 17 of 2025 concerning the Offering of Securities through Information Technology Based Crowdfunding Services (POJK No. 17 of 2025) has strengthened the regulatory framework for ECF through licensing requirements, off-site and on-site supervision, issuer due diligence obligations, …

Social Media And E-Cigarette Use In Youth: Does Depression Play A Mediating Role?, Soumya Upadhyay, Mohammad Karim, Shivank Chhaya

Healthcare Administration and Policy Faculty Research

About 28% of middle and high school students report the use of e-cigarettes per the 2019 NYTS survey. Social media can seclude a youth into limited set of beliefs, including affirmation for e-cigarette use. Internalizing problems like depression may be due to overuse of social media, and youth with depressive symptoms are more likely to use e-cigarettes to cope. National Youth Tobacco Survey (NYTS) 2023 data was used (n = 18 143) in a cross-sectional design. Ever e-cigarette use was the binary (Y/N) dependent variable. Independent variable, social media use, was categorized as “never,” “nondaily,” “daily.” Mediator variable, presence of …

“Care Work” In Facilitative Mediation: Interactional Techniques For Emotional Support In The Context Of Conflict Resolution, Angela Garcia

Natural & Applied Sciences Faculty Publications

This paper investigates how facilitative mediators use “care work” techniques when participants display emotional or relational concerns during the session. Conversation analysis is used to analyze a pre-existing dataset of video-recorded small claims and divorce mediation sessions. Techniques the mediators used to do care work include reflection, topic refocusing, complimenting, role modeling, and coaching. The analysis shows how the trajectory of the talk in the mediation session is impacted by care work. The results are discussed in terms of their implications for the mediator’s role and the effectiveness of the interaction for the conflict resolution process in mediation.

Ud In The News Feb 20-28, University Of Dayton

News Releases

University Business reported UD President Eric F. Spina's retirement announcement. Faculty contributed to Bloomberg Tax, a blog in Denmark and WLW-AM in Cincinnati. WYSO-FM and the Dayton Business Journal highlighted onMain's updated master plan.