Digital Commons Network^™

Integration Of Design Thinking And Educational Technology Into Science Education: A Conceptual Framework For The Development Of Sustainability Competencies, Ashish Saseendran, Mary Vineetha Thomas

Journal of Educational Technology Development and Exchange (JETDE)

This study presents a conceptual framework that integrates Educational Technology (EdTech) and Design Thinking (DT) to develop sustainability competencies among secondary school science students. Grounded in UNESCO’s Education for Sustainable Development (ESD) and Sustainable Development Goal 4 (SDG 4), the framework promotes systems thinking, strategic action, collaboration, and critical problem-solving. It blends Design-Based Learning (DBL) principles with the iterative stages of the Design Thinking process—Empathise, Define, Ideate, Prototype, and Test—supporting curriculum-aligned, competency-based learning. By incorporating advanced EdTech tools such as augmented reality (AR), virtual reality (VR), gamification, and learning analytics, the framework enhances student engagement and enables comprehensive assessment practices. …

Ai-Assisted Diffuse Correlation Tomography For Identifying Breast Cancer, Shun Wan Chan

Department of Food and Health Sciences

Significance: Diffuse correlation tomography (DCT) is an emerging technique for the noninvasive measurement of breast microvascular blood flow, whereas its capability to categorize benign and malignant breast lesions has not been extensively validated thus far, due to the difficulties in instrumentation, image reconstruction algorithms, and appropriate approaches for imaging analyses. Aim: This artificial intelligence (AI)-assisted DCT instrumentation was constructed based on a unique source–detector array and image reconstruction algorithm. Approach: The DCT images of breasts were obtained from 61 females, and AI models were utilized to classify breast lesions. During this process, the blood flow images were either extracted as …

Development Of Chinese Medicinal Ointment With Antibacterial Properties From Tripterygium Wilfordii, Ching Tung, Dawn Au

Department of Food and Health Sciences

Background: Chinese medicinal ointment was first recorded in the Shan Hai Jing (The Classic of Mountains and Seas). Different formulations of Chinese medicinal ointments have been made based on the traditional Chinese medicine (TCM) theory. Many TCMs possessed antibacterial properties that were used as microecological regulators to inhibit the growth of gram-negative bacteria, “Escherichia coli.” Purpose: To develop and make an antibacterial ointment by Tripterygium wilfordii (TW) and evaluate its antibacterial function. Materials and Methods: The methodologies included physical (cream selection), chemical [ultraviolet–visible (UV–Vis) and high-performance liquid chromatography-diode array detector (HPLC-DAD)], and biological (agar assay) experiments for making TW ointment. …

An Overview Of The Current Scientific Evidence On The Biological Properties Of Abelmoschus Esculentus (L.) Moench (Okra), Shun Wan Chan, Hei Tung, Lydia Chan

Department of Food and Health Sciences

Abelmoschus esculentus (L.) Moench, commonly known as okra or lady’s finger, is an annual flowering plant belonging to the Malvaceae family. Okra is a native plant in Africa as well as a traditional medicine in Africa and India for treating different diseases and conditions. Today, okra is widely consumed as a vegetable and is increasingly recognized as a superfood due to its rich nutritional profile and potential pharmacological benefits. Research indicates that okra exhibits a range of biological activities, including antidiabetic, antihyperlipidemic, antifatigue, vasoprotective, hepatoprotective, antitumor, anti-inflammatory, and antimicrobial effects. Despite its promising therapeutic potential, research on the active compounds …

An Overview Of The Current Scientific Evidence On The Biological Properties Of Abelmoschus Esculentus (L.) Moench (Okra), Shun Wan Chan, Hei Tung, Lydia Chan, Tsun Ka, Carten Kwok, Yam Fung Ng

Department of Food and Health Sciences

Abelmoschus esculentus (L.) Moench, commonly known as okra or lady’s finger, is an annual flowering plant belonging to the Malvaceae family. Okra is a native plant in Africa as well as a traditional medicine in Africa and India for treating different diseases and conditions. Today, okra is widely consumed as a vegetable and is increasingly recognized as a superfood due to its rich nutritional profile and potential pharmacological benefits. Research indicates that okra exhibits a range of biological activities, including antidiabetic, antihyperlipidemic, antifatigue, vasoprotective, hepatoprotective, antitumor, anti-inflammatory, and antimicrobial effects. Despite its promising therapeutic potential, research on the active compounds …

Assessing Teachers’ Conceptual Leadership Perceptions Of School-Site Administrators As An Approach To Improve Teacher Morale, Darlene C. Landy

Theses and Dissertations

The purpose of this study was to have teachers complete a self-assessment survey to assess their conceptual belief of the leadership styles of school-site administrators that are conducive to high teacher morals. The questions addressed how teacher morale affected the teachers according to the number of years they had been teaching, their college majors, their highest college degree, their gender, and their ethnicity. The teachers who participated in this study were volunteers who had to be teaching for 2 years or more.

This was a quantitative study that used the Teacher Rapport With Principal dimension of the Purdue Teacher Opinionnaire …

Introduction To Hydroponics- 2025-2026 Workshop Handbook, Stacy A. Adams

Department of Agronomy and Horticulture: Faculty Publications

Hydroponically grown plants grow faster than traditional production systems, with greater productivity, greater palatability, and having optimal visual character. Three principal components of a system include the plant support platform, a nutrient solution reservoir, and an interface for the root-solution. This publication provides in-depth explanation to system design, evaluation of water quality, nutrient formulation, and prototype systems that can be easily constructed for those wanting to explore hydroponics, such as educators, organizational leaders, or home enthusiasts.

Measuring The Effectiveness Of Internship Programs In Aligning Education With Industry During Covid-19: A Case Study, Fokiya Akhtar, Tarannum Parkar

All Works

This study aimed to analyze the effectiveness of internship programs in aligning education with industry during the COVID-19 pandemic. This research focuses on the internship outcomes of College of Communication and Media Sciences (CCMS) students in various UAE organizations. This study employs Kirkpatrick's framework and analyzes 64 student reports over ten weeks to understand the strengths and areas of improvement in aligning academic instruction with real- world applications. The research focuses on the reaction and learning constructs in the alignment of theoretical teachings with practical experiences based on Kirkpatrick's framework. The study revealed that internships offer students a chance to …

Female Brain And Endocrinological Research–Veteran (Fember-Vet) Study: A Study Protocol For Identifying Endocrinological, Lifestyle And Psychosocial Determinants Of Brain Health Outcomes In Female Veterans For Future Intervention Success, Tamlyn Watermeyer, Elliott Atkinson, Glyn Howatson, Gill Mcgill, Christina Dodds, Paul Ansdell, Chinedu Momoh

Brain and Mind Institute

Background: Recent studies have demonstrated a greater risk of dementia in female veterans compared to civilians; with the highest prevalence noted for former service women with a diagnosis of psychiatric (trauma, alcoholism, depression), and/or a physical health condition (brain injury, insomnia, diabetes). Such findings highlight the need for increased and early screening of medical and psychiatric conditions, and indeed dementia, in the female veteran population. Further, they call for a better understanding of the underlying biopsychosocial mechanisms that might confer heightened risk for female veterans, to tailor preventative and interventional strategies that support brain health across the lifespan.

Methods …

Investing In Equitable Healthy Aging: Why Africa Must Reform Social Pension Schemes To Improve Alzheimer's Disease And Dementia Outcomes, Cyprian Mostert, Najat El Mekkaoui, Shehzad Ali, Chinedu Momoh, Olivera Nesic, Karen Blackmon, Thomas Thesen, David Andai, Zul Merali, Mary Karanja

Brain and Mind Institute

The eligibility criteria for social pension schemes in Africa hinder equitable and healthy aging. In 2019, women in 14 sub-Saharan African countries had an average life expectancy of 67 years but a healthy life expectancy of only 57 years, leaving them 5 years in poor health before receiving a pension at age 62. Men had a similar situation—a life expectancy of 62 years and a healthy life expectancy of 53 years, spending 10 years in poor health before becoming eligible for pensions at age 63. Many men do not receive pensions due to early death. Delays and low pension payouts …

The Female Brain Health And Endocrine Research In Africa Study (Fember-Africa): Identifying Endocrinological, Lifestyle, Psychosocial And Socio-Cultural Targets For Alzheimer’S Disease Prevention In Women Of African Ancestry, Chinedu Momoh, Rachel Maina, Edna Bosire, Linda Khakali, Sarah Gregory, Karen Blackmon, Thomas Thesen, Samuel Gitau, Anne Njogu, Cynthia Smith, Sylvia Mbugua, Sheila Waa, Jasmit Shah, Kendi Muchungi, Zul Merali

Brain and Mind Institute

Background The Global Dementia Action Plan 2017-2025 specifies key targets, with an emphasis on building research infrastructure and capability across the Global South. However, to date, only 0.1% of total research in Africa constitutes dementia research, the lowest volume of all LMIC regions. Several biomarker and risk models of the preclinical and prodromal stages of Alzheimer’s disease (AD) are proposed as optimal junctures for disease prevention, yet they ignore the influence of biological sex/gender on cognitive and disease processes, despite female sex/gender constituting a major AD modifier. Similarly, the application of these models in ethno-racial and culturally diverse cohorts is …

Assessing Iot Intrusion Detection Computational Costs When Using A Convolutional Neural Network, Mathew Nicho, Brian Cusack, Christopher D. Mcdermott, Shini Girija

All Works

IoT systems face vulnerabilities due to their data processing requirements and resource constraints. With 13 billion connected devices globally, this research investigates the economic viability of AI-based intrusion detection systems (IDSs), specifically analyzing the automation costs of implementing a Convolutional Neural Network (CNN) with Long Short-Term Memory (LSTM) for classifying malicious sensor traffic. This study introduces an innovative framework that evaluates six distinct architectural components of CNN and LSTM: image input processing, convolutional layer operations, max pooling layer functionality, fully connected layer characteristics, softmax output activation, and class determination mechanisms. The framework employs six metrics: matrix size, feature vector number, …

Examining The Role Of Prompt Engineering In Utilizing Generative Ai Tools For Lesson Planning: Insights From Teachers’ Experiences And Perceptions, Areej Elsayary, Mohammad Amin Kuhail, Zeina Hojeij

All Works

The purpose of this study is to explore the role of prompt engineering in utilizing GenAI tools like EduAid, Magic School, and ChatGPT to enhance lesson planning efficiency and content relevance. Additionally, it highlights the need for AI literacy and continuous professional development to align AI outputs with diverse student needs. A qualitative case study was used to collect data from 17 high school teachers from private and governmental schools. Document analysis, written reflections, and focus group talks were used as data sources to get detailed information about how the teachers used and thought about GenAI tools. The results show …

Victoria Welby's Semiotics, Significs And Gender: Through A Modernist Lens, Zoe Hurley

All Works

While there is an established body of scholarship discussing Victoria Welby's contribution to semiotics, her philosophical ideas engage with many of the intellectual currents that would later define the modernist movement. Exploring Welby's extensive articles, letters, speeches, and monographs - through a genealogical framework and modernist lens - conveys Welby's semiotic portrait of language and gender as both building upon and extending the classical semiotic approaches of Peirce as well as demonstrating nascent modernist elements. This casts a new light on the importance of Welby's semiotic concepts of Significs and mother-sense. Yet, although Welby's works correspond with proto-modernist concepts, including …

Deep Learning Models Based On Cnn, Rnn, And Lstm For Rainfall Forecasting: Jordan As A Case Study, La'aly A. Al-Samrraie, Ayman M. Abdalla, Khalideh Al Bkoor Alrawashdeh, Abeer Al Bsoul, Mohammad Abu Awad, Kamel Alzboon, Ahmed A. Al-Taani

All Works

This study is the first to compare deep learning models for rainfall prediction across several Jordanian cities representing diverse climates using 11 years of recorded climate data, something that previous studies have not addressed in the Jordanian context. The climate records for four Jordanian cities (Amman, Irbid, Karak, and Ajloun) were recorded hourly. The data was divided into training sets (80%) and test sets (20%), with and without the application of correlation analysis, feature selection, and data standardization steps applied. Three neural network models, Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), and Convolutional Neural Network-Recurrent Neural Network (CNN-RNN) were …

Nutrient Fate, Mass Balance, Species Selection, And Plant Management Strategies With Floating Treatment Wetlands, Carla Campbell

Doctoral Dissertations

Excess nutrients in shallow urban ponds can lead to harmful algal blooms, low dissolved oxygen, and internal phosphorus cycling. These effects can compromise municipal water supplies and cause negative impacts on fisheries and recreation. Floating treatment wetlands (FTWs) show promise to mitigate surface water nutrient pollution. However, despite recent research, many aspects of FTWs remain poorly characterized. The contribution of FTW components to nutrient removal, local species selection, and plant management strategies were the focus of this dissertation. Mesocosm experiments revealed that the combination of plants and coir fiber growth media in FTWs appeared to positively affect plant biomass gain …

Author Biographies

Roger Williams University Law Review

No abstract provided.

Prospective Evaluation Of Plasma Proteins In Relation To Surgical Endometriosis Diagnosis In The Nurses’ Health Study Ii, Naoko Sasamoto, Long H. Ngo, Allison F. Vitonis, Simon T. Dillon, Maryam Aziz, Amy Shafrir, Stacey A. Missmer, Towia A. Libermann, Kathryn L Terry

Health Sciences Faculty Publications

No abstract provided.

Math-Dt: Development Of Mathematical Models For Large-Scale Nonlinear Optimization For Digital Twins - Nomenclature Table, Haiyan Xie, Mangolika Bhattacharya

Faculty Publications – Technology

The nomenclature table for the Mathematical Digital Twin project description systematically defines key variables, parameters, and mathematical symbols used throughout the research. The table is deposited for open access, allowing other researchers to reference and build upon the work to enhance transparency and reproducibility.

Healthaide: Developing An Audit Framework For Ai-Generated Online Health Information, Tahir Hameed

Management Faculty Publications

No abstract provided.

Myrtillin As A Promising Immunomodulator: Molecular Modeling And Pharmacokinetic Evaluation, Adolat Manakbayeva, Timur Kerimov, I D. Ershov, E. I. Anarkulova, Pavel Alexyuk, Y Moldakhanov, Ahdrey P. Bogoyavlenskiy, Vyacheslav Dushenkov

Publications and Research

Myrtillin, an anthocyanin found in blueberry fruits, is known for its antioxidant and potentially immunomodulatory properties. In this study, molecular docking was used to evaluate its interactions with a wide panel of immune-related proteins, including pro-inflammatory cytokines (TNF-α, IL-6, IL-17), antiinflammatory mediators (IL-4, IL-10), and signaling pathway proteins (1NFK, p52/RelB). The in silico results were supported by interaction analysis, and an ADMET analysis was conducted to assess the pharmacokinetic and toxicological profile. The findings confirm the promise of Myrtillin as a natural modulator of inflammatory responses.

Disposability And Survival: The Legal And Social Marginalization Of Black Transwomen, Rachel Still

Public Interest Law Reporter

The criminalization of Black transwomen emerges not as an incidental consequence of law but as a deliberate, structural process intertwined with a long history of racial, gendered, and class-based oppression. From the horrors of slavery to contemporary policing, the state has consistently defined and regulated Black trans bodies through a lens of disposability. This article explores the historical and contemporary forces that contribute to the marginalization and criminalization of Black transwomen, emphasizing how race, gender, and socio-economic status intersect to create a landscape of legal violence that continues to shape their lives and deaths.

The experiences of Black transwomen reveal …

Prisons Built On Toxic Sites: Eighth Amendment Protections For Pregnant Incarcerated Persons, Bianca Stockmeier

Public Interest Law Reporter

No abstract provided.

Life, Liberty, And The Pursuit Of Insulin: America’S Deadly Pharmaceutical Profiteering Crisis, Elizabeth Hernandez

Public Interest Law Reporter

No abstract provided.

The Unfulfilled Promise Of Obergefell For Children Of Lgbtq+ Parents: Advancing Non-Discrimination Laws For Familial Association, Jeffrey Dodge

Faculty Scholarship

Since the 2015 Obergefell v. Hodges decision, same-sex marriages have increased significantly in the United States. The American Community Survey data collected in 2022 shows that there are around 1.3 million same-sex couple households in the country, up from 565,000 in 2028. Just over half of these couples are legally married, up nearly 400% from prior to Obergefell. This data not only shows the significance of Obergefell for the LGBTQ+ community, but it also frames a generational shift in attitudes on marriage and family.

With the rise in same-sex couples accessing marriage has come greater visibility, representation, and acknowledgement. …

Effect Of Nonsurgical Periodontal Therapy On Oxidative Stress Biomarkers And Glycemic Control In Type 2 Diabetic Patients, Eman Taha, Eman Shawki, Fady Kyrillos, Mohamed A. Al-Shahat

Mansoura Journal of Dentistry

Objective Reactive oxygen species are increasingly being linked to the pathophysiology of periodontal tissue damage. The one of the sensitive significant markers used for assessing oxidative damage in several conditions is 8-hydroxy-deoxyguanosine (8- OHdG). The current study aims to estimate the effects of non-surgical treatment for periodontal disease on the concentrations of 8-OHdG in plasma and saliva as oxidative stress biomarker, as well as its impact on glycemic control in individuals with type 2 diabetes (T2D) and periodontitis. Subjects and Methods The study involved 50 nonsmoking patients. 20 T2D patients with periodontitis. 20 nondiabetic with periodontitis. 10 healthy non-diabetic without …

2025 Commencement Program, Seattle University

Commencement Programs

No abstract provided.

The Importance Of Preserving The United States Department Of Education's Authority Under Title Ix In The Fight To Protect Lgbtq Rights, Natali Banducci

Maryland Law Review Online

No abstract provided.

Mixed Methods Study On The Impact Of Coloring Mandalas On Emotional Regulation, Mindfulness, And Attachment Style In Adults, Rachel N. Faas

Art Therapy | Master's Theses

Abstract
This mixed methods study investigates the impact of coloring pre-drawn mandalas on adult emotional regulation, mindfulness, and state attachment style. Drawing from Attachment Theory and Art Therapy frameworks, the research evaluates whether adult coloring interventions—specifically structured mandala designs—can serve as accessible tools for improving psychological well-being. A sample of adult participants engaged in a mandala coloring intervention and completed pre- and post-assessments measuring emotional regulation, mindfulness, and attachment style, including qualitative interviews to capture subjective experiences. Results suggest that mandala coloring may promote increased mindfulness and adaptive emotional regulation strategies, with preliminary evidence indicating shifts toward more secure attachment …

Coming To Your Senses: A Guide For Sensory Considerations In Higher Education, Aspen D. Delano

Occupational Therapy Capstones

Background: Sensory stimuli bombard humans at every point during their day. Senses are the avenue through which humanity interacts with its world. Individuals have varying thresholds of sensory stimuli. When people face more stimuli than they can cope with, they struggle to interact with the world around them. This can pose a significant challenge for graduate-level college students due to the already strenuous mental load required for formal education. The association between sensory processing and stress has strengthened in recent years, with individuals reporting a positive feedback loop between these constructs (Harrold et al., 2024). Stress leads to greater sensory …