Digital Commons Network^™

Coupled-Pendulum Modeling In An Ode Class: An Assignment On Fourier-Initialized Gradient Descent In Machine Learning, Huy Truong, Andrew Bennett

CODEE Journal

As data-driven methods are increasingly used in science and engineering, students benefit from learning to integrate machine learning techniques with traditional mathematical modeling. We present a hands-on extra-credit assignment for an undergraduate ordinary differential equations (ODE) course that enables students to compare classical analytical methods with data-driven approaches on the same physical system. Using a coupled-pendulum system---two pendulums connected by a spring---with real experimental data acquired via video tracking of a real physical setup, students work through three models in a guided Jupyter notebook with all code provided. First, they fit a neural network with Fourier features as a purely …

Ai-Resistant And Ai-Resilient Assessment In Higher Education: A Systematic Review Of Validity-Grounded Strategies, Institutional Frameworks, And Equity Implications, Asrat Genet Amnie

Publications and Research

The emergence of large language models has precipitated a fun damental disruption to higher education assessment. Conventional instruments are susceptible to AI-assisted completion, threatening construct validity across disciplines and institutional contexts. When submitted work reflects AI capability rather than student competency, the inferential chain from performance to qualifica tion is invalidated – a problem of design rather than detection. This systematic review makes two contributions. First, it theorises and grounds the distinction between AI-resistant assessment, which seeks to prevent or impede AI access through containment, and AI-resilient assessment, which assesses genuine human cogni tive performance of intrinsic educational value regardless …

A Differential Equation–Based Epidemiological Model Of Post-Operative Chronic Pain In Scoliosis Patients With Data-Driven Analysis, Paige Zhu, Padmanabhan Seshaiyer

CODEE Journal

Chronic post-surgical pain (CPSP) is a common and often overlooked complication following surgical correction of idiopathic scoliosis, impacting long-term patient wellbeing despite improvements in surgical outcomes. This project introduces a novel epidemiological framework to model the progression of CPSP using a compartmental structure. By applying a coupled system of nonlinear differential equations, we simulate pain trajectories over time and assess the effectiveness of surgical interventions. The model is implemented for a single-cohort population and extended to a two-cohort design to compare outcomes between Posterior Spinal Fusion (PSIF) and Vertebral Body Tethering (VBT) procedures. Further stratification by patient age enables us …

An Evaluation Of The “Police Response To Uncrewed Aircraft Systems Operations” Online Training Program, Anthony Galante, Leila Halawi

Publications

This study evaluates the impact of the “Police Response to Uncrewed Aircraft Systems Operations” online training program of officers from the Daytona Beach Police Department (DBPD). By measuring the effectiveness of the training through pretest and posttest assessments and considering variables such as educational background, length of service, and rank, this research underscores the training’s potential to enhance UAS response capabilities. Employing a self-selection sampling method, the study engaged 82 voluntary participants from the DBPD, revealing significant improvement across all groups in UAS knowledge and confidence levels. Despite limitations, these findings offer compelling evidence of the training’s efficacy and advocate …

Examining Alternative Principal Licensure In Ohio: How Licensure Pathway And Poverty Level Explain Variance In Student Performance, Chris Willis, Christy Galletta Horner, Todd Cramer, Paul Johnson, Bradley Contat

Mid-Western Educational Researcher

The rise of alternative principal licensure raises questions about the effectiveness of leaders that are less rigorously prepared. In Ohio, the alternative principal pathway consists of six credit hours of coursework and three years of on-the-job practice; far less formal coursework than traditional licensure (which also requires on-the-job experience) In this cross-sectional study using publicly available data (N=3189), we used weighted least squares regression to examine the role of principal licensure pathways in explaining variance in student outcomes while accounting for poverty level. Principal licensure pathways accounted for a small amount of variance in student outcomes (performance index) over and …

Alumni Voices. Beyond Graduation: The Lifelong Global Impact Of A Uk Education, Sladana Krstic, Alexander Towne

Higher education research

The third round of the British Council Alumni Voices survey provides robust and timely evidence of the enduring value of a UK higher education experience. Drawing on three years of longitudinal survey data, supplemented by a number of interviews, the findings highlight how UK education continues to deliver skills, support professional progression, and foster long lasting international networks that extend well beyond graduation and national borders. Nearly three quarters of respondents report that in the last 12 months they have maintained contact with people they first met during their UK studies, and almost 84 percent have recommended a UK study …

Summer 2026, Augustana College, Rock Island Illinois

Augustana Magazine

No abstract provided.

Freewrite: Synchronizing Mind, Hand, And Pen – An Excavation Of A Basic Practice, Ibrahim Marazka

GHEA21 Publications

No abstract provided.

Pharmed. System Manual: Hololens Application, Eden Woldeselassie

Systems Manuals - 2026

This document provides the full life cycle of PharmEd HoloLens. PharmEd stands for Pharmacy Education. The overall document will go through the complete system manual by going over requirements, followed by design, how to install the application, how to upload the application to Microsoft store, troubleshooting and source code. The first section will explain the background, the existing problems and why the need to develop PharmEd.  Here techniques of requirement gathering and some statistics will elaborated. The following section discusses about functional requirements. The requirement section includes subtopics: functional and nonfunctional requirements for both -programmer and end user- and the …

E Classroom+, Ami B. Jariwala

Systems Manuals - 2026

A software platform that enhances many processes correlated with learning is called a learning management system (LMS). It is also known as a management software package that enables the delivery of learning content, resources and activities and also that handles the correlated administration operations. In classrooms, today, teachers, are being commenced with convenience to remodel learning from a traditional transmission model to a student-centered model where students are mostly responsible for their learning. The research conveys that in order to remodel learning, schools require to support a student-centered approach where students can be supported in finding, analyzing, organizing, evaluating, internalizing, …

Kta System Manual, Cayden Garcia

Systems Manuals - 2026

The purpose of this document is to explain the ins and outs of KTA. This includes but not limited to:

- The problem that colleges face when it comes to data analysis and collection

- The history of data analytics at a collegiate level

- Software and hardware requirements for KTA – Developer and User

- The overall design of KTA, how the software is structured and how the stack interacts with one another

- How to install KTA on your machine

- Sample Sessions – including issues that the user may run into and how to fix them

Idioma Tutor, Oralia Mijares

Systems Manuals - 2026

The Idioma Tutor was developed specifically for individuals who desire to learn English through a non-traditional approach, eLearning. Idioma Tutor is an interactive game designed to strengthen individual’s English language adaptation, using an individual-learner approach. The game uses immediate feedback to provide self-analysis for learners. It captivates users and applies best-practices in eLearning and game development to retain and fully engage learners. This system manual outlines provides detailed information for using the Idioma Tutor. This system will be used as a catalyst to support the success of individuals who desire to learn the English language in a fun and interactive …

Perspectives Of Scholars, Families, And Advisors On 360-Degree Video Technology In Graduate Education, Oluwatobi A. Mogbojuri, Bridget A. Walsh, Matthew Aguirre

Journal of Human Sciences and Extension

This study explored the experiences of scholars in creating and sharing 360-degree videos, as well as the perspectives of families and advisors who viewed the videos. Focus groups and individual interviews were conducted online using a videoconferencing platform. Perspectives from 20 participants (15 scholars, three advisors, and two family members) were analyzed using thematic analysis. Three primary themes were identified: (1) barriers to 360-degree video use, (2) perspective shifts and limited change, and (3) storytelling and scholar visibility. Findings suggest that 360-degree video technology may be an innovative tool for enhancing recruitment and retention, especially for historically marginalized groups, through …

History Of The College Of The Holy Cross Naval Rotc Unit, O'Callahan Society, College Of The Holy Cross

85th Anniversary of NROTC at Holy Cross

The Holy Cross Naval Reserve Officer Training Corps (NROTC) Unit reached its 85th anniversary in July 2026 and, to commemorate this event, the Holy Cross O’Callahan Society has updated the history of the Unit that was prepared for the Unit’s 75th anniversary and now revised twice. The O’Callahan Society grew out of the vision of Reverend John E. Brooks, S. J., President of the College of the Holy Cross 1970-94, who invited several graduates of the NROTC Unit to meet in the early 1990s and discuss how NROTC alumni could support the NROTC Unit. From these discussions, the O’Callahan Committee …

Barriers Or Bridges? Analyzing The Role Of Admissions Criteria In Shaping Access To Law School, Meghan Donnelly

School of Education and Leadership Student Capstone Theses and Dissertations

Law school admissions processes play a pivotal role in shaping access to the legal profession, yet their reliance on standardized metrics such as the Law School Admission Test (LSAT) and undergraduate grade point averages (GPAs) continues to raise concerns about equity. This study examines how admissions evaluation practices influence access to law school and explores alternative approaches that may better support equitable outcomes.

Using a mixed methods approach, this study draws on the experiences and perspectives of law school applicants and law school admissions professionals to assess perceptions of equity, accessibility, and opportunity within the law school admissions process. Particular …

Strategies For Classroom Teachers Using Generative Artificial Intelligence, Hoang-Kim Nguyen

School of Education and Leadership Student Capstone Theses and Dissertations

This study investigated strategies for classroom teachers using generative artificial intelligence (Gen AI), the challenges high school teachers face when integrating Gen AI tools into the classroom, and how teachers address these challenges. Using a qualitative approach, the study surveyed 26 teachers and conducted five interviews with teachers in two suburban school districts. The results indicated that there are leadership and professional development gaps in Gen AI in high schools. The findings suggested that districts need to provide professional development and leadership on Gen AI to help teachers integrate it into the classroom and prepare students for the Gen AI …

What Leadership And Operational Strategies Should Twin Cities Black-Led Charter Schools Have To Promote School Improvement, Enhance Student Achievement, And Ensure Sustained Organizational Success?, Donald W-R. Allen, Ii

School of Education and Leadership Student Capstone Theses and Dissertations

Allen, D. (2026). What Leadership and Operational Strategies should Twin Cities Black-led Charter Schools have to Promote School Improvement, Enhance Student Achievement, and Ensure Sustained Organizational Success?  

This dissertation examined my story along with the leadership and operational strategies employed by Twin Cities Black-led charter schools to support school improvement, enhance student achievement, and sustain long-term organizational success. Black-led charter schools emerged as community-centered educational alternatives designed to provide culturally responsive learning environments for Black students and families while addressing persistent educational inequities. Despite their important role within Minnesota's educational landscape, limited empirical research has examined the organizational conditions that …

Beyond Casebooks: Law School’S Hidden Curriculum, Nubia Nelly Esparza

School of Education and Leadership Student Capstone Theses and Dissertations

This mixed methods study sought to understand how the hidden curriculum affects first-generation, marginalized, and underrepresented law students and attorneys, what educational and career opportunities they have missed as a result of not knowing these unwritten rules, and what law schools could do to better prepare this population for the realities of legal education and practice. Data were collected through an anonymous online survey and a focus group with first-generation law students and attorneys who have been in the profession for ten years or less. Analysis of the data was mapped against the Conceptual Framework of the Hidden Curriculum in …

Automated Scoring Of Prosody In Oral Reading Fluency: Integrating Acoustic And Sentence/Chunk-Level Silence Features With Machine Learning, Kuo Wang

Education Policy and Leadership Theses and Dissertations

Prosody, the ability to read with appropriate variation in pitch, duration, pausing, and stress, is an important (and challenging to measure) dimension of oral reading fluency (ORF) and comprehension. ORF prosody is currently measured through human raters and rubric-based scoring systems (e.g., the National Assessment of Educational Progress (NAEP) or the Multidimensional Fluency Scale (MDFS scales). The rating process is labor and resource-intensive and introduces rater bias. Recent work has shown acoustic features to predict prosody ratings; however, their models had low generalization performance on cross-domain data (unseen passages and student samples).

The present study investigated the automated assessment of …

A Proposed Typology Of Nos Empirical Research: Trends And Implications, Maryam Saberi, Noushin Nouri, William F. Mccomas

Teaching and Learning Faculty Publications

Nature of Science (NOS) is a vital school subject with extensive publication record including results from many empirical investigations. This project examined the range, nature, and trends in empirical NOS studies from six major science education research journals over a recent 25-year period with additional recent data. Using systematic literature review techniques (SLR) and subsequent qualitative methods, we developed a comprehensive typology of empirical NOS articles. Ten categories emerged: Teaching NOS to students; Teaching NOS to teachers; Teachers’ NOS classroom practices and knowledge transfer; NOS assessment development and application; Analyses of textbooks and science curricula; Relationships between NOS knowledge and …

Beyond Ai Detection: A Pilot Study Of Integrevise And Viva-Based Verification Of Student Understanding In Ai-Mediated Assessment, James Hutson, Kyle Poyer, Kelvin Adshola Atologun

Faculty Scholarship

This article examines the Integrevise platform through a repeated cross-sectional, multicycle pilot case study of viva-based verification in AI-mediated assessment environments. Integrevise pairs a submitted written artifact with a short adaptive viva in which students explain their work, reasoning, and application in their own words. Rather than functioning as an AI detector or automated grading system, the platform operates as a diagnostic assessment layer intended to surface comprehension, authorship confidence, and disengagement risk before final grades become the only available signal. The pilot was conducted across Fall 2025 and Spring 2026 at a private liberal arts college in the Midwest; …

Alfred Russel Wallace Notes 41. Violet Wallace’S ‘Natural History For Infants’, Charles H. Smith

Faculty/Staff Personal Papers

In 1893 Violet Wallace (1869-1945), daughter of Alfred Russel Wallace (1823-1913), published a serialized work entitled ‘Natural History for Infants’.

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, Teaching - Volume 4, Stephen Demeo

Publications and Research

In Volume 4, the last book of the series, I continue the argument for greater parity between conceptual knowledge—the "what" of science—and methodological knowledge—the "how" of science—but in the context of teacher instruction. To this end, two literature reviews are presented: One on how students build confidence, specifically regarding the reliability or consistency of measurement or results, and the other on scientific uncertainty. Research studies focusing on student misconceptions are summarized and organized from the elementary to the college level. These literature reviews describe invaluable ways for teachers to improve their instruction, while providing examples of experiments that can be …

Influence Of Stormwater Flooding Events On The Mobile County School District Student Population, Kadence Kali Johnston

Honors Theses

Mobile County, Alabama, receives among the highest annual rainfall totals in the United States resulting in frequent stormwater flooding that intersects with existing socioeconomic vulnerabilities. Within the Mobile County Public School System (MCPSS), 77% of students are economically disadvantaged and over 10% experience homelessness, creating heightened risk for educational disruption during flood events. This study investigates how stormwater flooding influences school attendance, closures, and academic performance across MCPSS, providing insight into how climate-driven hazards exacerbate educational inequities. The research integrates flood frequency, school performance metrics, and GIS flood-zone mapping and teacher perceptions to understand how flooding affects student learning opportunities. …

Gold & Blue, Summer 2026, St. Mary's University - San Antonio, Texas

Gold & Blue

This is the Summer 2026 edition of Gold & Blue, which is St. Mary’s University's official alumni magazine.

Budget Fy 2026 - 2027, Swosu Administration

SWOSU Fiscal Year Budgets

No abstract provided.

How Utep Built A Teacher Residency At Scale, Erika L. Mein

Policy Briefs

This program brief outlines the core design components of the Miner Teacher Residency, the premier year-long preparation experience for all education majors and post-baccalaureate teacher candidates in the College of Education at the University of Texas at El Paso.  This brief serves as a companion document to “UTEP’s Miner Teacher Residents Boost Student Learning, Serve High-Need Schools, and Stay in Texas Classrooms,” which presents evidence of the positive impact of the residency on student learning outcomes in Texas classrooms.

Building Adaptive Leaders: Examining The Relationship Between Undergraduate Co-Curricular Leadership Roles, Change Readiness, And Leadership Self-Efficacy, Reneldo N. Randall

Educational Leadership & Workforce Development Theses & Dissertations

The contemporary workforce is characterized by ongoing organizational change, requiring individuals to demonstrate adaptability and the capacity to lead within evolving conditions. Institutions of higher education increasingly emphasize leadership development as a mechanism for preparing students for these demands; however, limited empirical research has examined how participation in formal co-curricular undergraduate leadership roles relates to students’ readiness to engage with organizational change. This study addresses the gap by examining the relationship between leadership self-efficacy and resistance to change among undergraduate student leaders.

Guided by the Leadership Identity Development (LID) model, this quantitative study employed a non-experimental, correlational design. Data were …

Career Pathways Program Annual Report For Ay 2025/26, Wie Yusuf

Career Pathways

Career Pathways launched in August 2017 as the university-wide initiative to provide career and professional development to graduate students. It encompasses both the Preparing Future Faculty (PFF) and the Preparing Future Professionals (PFP) Certificates. The Preparing Future Faculty Certificate was established in 2007, while the Preparing Future Professionals Certificate was launched in 2017, concurrently with the introduction of Career Pathways. The Career Pathways program prepares graduate students for a successful transition into thriving careers. With the PFP Certificate, the emphasis has been on addressing the existing gap in career and professional development for master’s and doctoral students with career plans …

Check Before You Trust: Teaching K–12 Students To Evaluate Digital Information, Elexia Hertel

Resources for Educators

[First paragraph]

Students in K–12 schools encounter digital information every day, but they are not always prepared to decide whether that information is credible, useful, biased, incomplete, or misleading. This chapter is written specifically for K–12 school library and classroom instruction, not for academic library users or college-level research instruction. Its primary audience is upper elementary, middle school, and early high school learners who are beginning to conduct research, cite sources, compare online information, and participate in digital life.