Digital Commons Network^™

Reskilling And Retraining The Water Technology Workforce: An Agentic Generative Ai Framework For Water Purification, Nano‑Mems, And Curriculum Development, Satyadhar Joshi, Noor Zulfiqar

Harrisburg University Other Works

The rapid digitalization of water infrastructure is bringing artificial intelligence, advanced sensing, and membrane materials science into routine water treatment practice. At the same time, utilities, regulators, and training institutions face a persistent workforce challenge: many operators, engineers, and managers are being asked to adopt data-driven tools without a coherent educational pathway that links AI literacy to real treatment workflows. This article synthesizes recent literature on agentic generative AI, reinforcement learning, smart sensing, nano-enabled membranes, and digital twins for water systems, then translates those developments into a structured reskilling model for the water sector. The proposed framework is organized around …

Mapping Media Literacy Assessment: A Systematic Review To Connect The Dots, Lara Azar, Casey Frechette, Hafsa Zia, Joy Amulya

Journal of Media Literacy Education

The goal of this study was to address persistent challenges in assessing media literacy by reviewing assessments developed between 2011 and 2020. We combined landscape analysis, research synthesis, and grounded theory to select assessments, identify key attributes, iteratively code, analyze, and create an integrated synthesis of approaches to media literacy assessments. The analysis classified media literacy constructs by learning dimension (knowledge, skills, attitudes, behaviors) and participation mode (consumption, engagement, creation). The results showed that while most assessments focused on consumption-oriented constructs, engagement- and creation-oriented constructs were also included. Assessments primarily served three research purposes: evaluating media literacy levels in populations, …

Automated Media: Challenges And Opportunities For Media Literacy Education, Arnaud Claes, Jerry Jacques, Antonin Descampe, Victor Wiard

Journal of Media Literacy Education

This paper offers a theoretical reflection on the evolving landscape of automated media, focusing on how automation and so-called Artificial Intelligence (AI) are reshaping traditional media-related practices and the competences required for media literacy. It examines how automated media technologies, such as recommendation algorithms and generative AI, might reshape the critical skills necessary to navigate a complex digital ecosystem. By framing AI-driven media practices through a social-action perspective and treating media as human activities, we argue that media literacy models should encompass competences related to the operation of computational automata, particularly through the management of inbound and outbound information flows. …

Differentiating And Accommodating Ocd And Anxiety In Mathematical Contexts, Madeline F. Gavares

Interdivisional Studies Summer Fellows

Students in mathematics classrooms may experience emotional and cognitive challenges that affect how they engage with coursework and assessments. While math anxiety has been widely documented, less attention has been given to how obsessive-compulsive disorder (OCD), particularly checking behaviors, may influence students’ experiences in math settings. This study explores how students who report math anxiety and those who report OCD symptoms describe their engagement with math tasks and test-taking. Drawing on survey and interview data from students and teachers, this study examines how these experiences are articulated and perceived in academic math contexts, rather than evaluating ability or outcomes. By …

Faith-Informed Instruction In Secondary Mathematics: A Hermeneutic Phenomenological Study Of Lutheran Church–Missouri Synod Teachers, Jonathan Balsman

Doctoral Dissertations and Projects

The purpose of this hermeneutic phenomenological study was to understand the phenomenon of faith-informed instruction as experienced by secondary mathematics teachers in Lutheran Church–Missouri Synod (LCMS) schools in the United States. The theory guiding this study was Vygotsky’s theory of social constructivism, which frames educators’ instructional and theological meaning-making as socially and contextually developed through collaborative, relational learning environments. The central research question guiding this study was: What are the lived experiences of LCMS secondary mathematics teachers as they practice faith-informed instruction? This study used a hermeneutic phenomenological design to interpret teacher meaning-making and reflective practice. Participants were selected using …

Embedding Evaluation For Continuous Improvement In A Cohort-Based Doctoral Residency Model: Evidence From An Ed.D. Program, Monica J. Weir

The Interactive Journal of Global Leadership and Learning

The Doctor of Education (Ed.D.) in Educational Leadership Program at Minnesota State University Moorhead (MSUM) includes two required summer residency weeks that serve as signature components of the doctoral experience. Given their central role in supporting academic milestones and scholarly community, program faculty have embedded systematic evaluation into residency design to support continuous improvement. This article describes a multi-phase, utilization-focused evaluation framework examining residency preparation, implementation, and participant experience. The evaluation designer collaborated with program faculty to design pre- and post-residency week instruments that elevate doctoral student voice and support faculty-led reflection. Preliminary findings indicated strong value placed on peer …

Cipropad Learning Model To Improve Elementary School Students’ Hots In Geometry, Ria J. Salman, Heris Hendriana, Masta Hutajulu

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The latest digital technology developments demand innovative learning models that are able to integrate active learning approaches, problem-solving, and digital collaborative platforms. This study aims to develop a CIPROPAD (Circuit Learning, Problem-Based-Learning, Padlet) learning model designed to improve students' HOTS. This study uses the Borg and Gall R&D method which includes the stages of needs analysis, model design, initial product development, expert validation, limited trials, revisions, and field trials. The research subjects consisted of 74 elementary school students divided into experimental and control groups. The research instruments used included expert validation sheets, HOTS tests, student activity observation sheets, and student …

The Role Of Perceived Academic And Peer Support In Mitigating Imposter Syndrome Among Adhd Students, Eden Morley Dr

Journal of Science Education for Students with Disabilities

Background: Attention-Deficit/Hyperactivity Disorder (ADHD) in higher education is associated with significant executive functioning deficits and performance inconsistencies. These challenges, alongside heightened rejection sensitivity, may predispose students to the Imposter Phenomenon (IP)—the persistent belief that one’s success is undeserved. While social and academic supports are known to buffer psychological distress, their specific role in mitigating IP within the ADHD student population remains under-researched.

Objectives: This study investigated the severity of IP among undergraduate students with ADHD and examined the protective roles of Perceived Social Support (PSS) and Perceived Academic Support (PAS), while exploring gender as a potential moderator.

Methodology: A cross-sectional …

Collaborative Curriculum Design For Culturally And Historically Responsive Education: Implications From Initial Program Evaluation, Christine L. Craddock, Rachel Juergensen, Shelley Rouser, Michael Ryan, Diamond Lee

Current Issues in Middle Level Education

This article discusses a unique program initiative of one university’s education department to interrogate teacher education coursework together as educators and researchers. We evaluated the course curriculum of five different courses together as a team on a routine basis and documented our thoughts and discussion through video and an organized survey tool. This tool was developed according to Muhammad’s five pursuits of culturally and historically responsive education which include: identity, skills, intellect, criticality, and joy. This produced qualitative and quantitative findings related to methods for adapting and adjusting course instruction, content, and assessments according to the pursuits. Relatedly, it promoted …

Evaluation Of Music Education Implementation Under The Merdeka Curriculum At The Junior Secondary School Level In Tanggamus Regency, Andrean Pramudyo, Kun Setyaning Astuti

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Music education in Indonesian junior high schools often faces persistent structural challenges, particularly in regions where the implementation of Kurikulum Merdeka remains uneven and under-evaluated. This study evaluates the implementation of Music Education under Kurikulum Merdeka at state junior high schools in Tanggamus Regency, Lampung Province. Stufflebeam's (1966) CIPP evaluation model, encompassing Context, Input, Process, and Product components, was employed within a quantitative descriptive-evaluative design. Data were collected simultaneously using three instruments: a primary questionnaire and two supplementary instruments comprising structured observation sheets and documentation analysis sheets. Respondents included 6 school principals and curriculum vice-principals, 10 Music Education teachers, and …

“I Want My Students To Be Knowledgeable About Civics”: Supporting Pre-Service Teachers Through A Civics-Focused Plc, Helena M. Sands, Daniela Kruel Digiacomo, Laura Darolia, Carly Muetterties, Stephanie Mobley

Kentucky Teacher Education Journal: The Journal of the Teacher Education Division of the Kentucky Council for Exceptional Children

This study describes a semester-long, civics-focused Professional Learning Community (PLC) with five elementary pre-service teachers (PSTs). Using inductive qualitative analysis of meeting transcripts, reflections, and field notes, three themes emerged: the PLC increased PSTs' confidence in integrating civics across the curriculum, built community through shared practicum experiences, and provided resources that broadened their understanding of civic learning. Findings suggest PLCs offer a promising structure for preparing elementary PSTs to prioritize civic education in their future classrooms.

Preparing Teachers Where Teaching Happens: Designing Embedded Assignments In A School-University Partnership, Michael Dicicco, Shawn A. Faulkner

Kentucky Teacher Education Journal: The Journal of the Teacher Education Division of the Kentucky Council for Exceptional Children

School-University partnerships (SUP) allow more opportunities for teacher candidates to bridge theory and practice. Working together teacher candidates gain valuable experience applying concepts in their classes with classroom teacher mentors. However, these partnerships can be complex and highly context dependent. Developing university course assignments for a SUP can be difficult. This article highlights a set of intentionally designed assignments the authors have developed over the last 8 years within an SUP. The goal is provide practical examples for those who are creating their own SUP.

Assessing Digital Collaborative Skills Among Pre-Service Elementary Teachers: Initial Instrument Evidence And Demographic Differences, Candra Utama, Aynin Mashfufah, Esti Untari, Sofia Haratee

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Digital collaboration skills are an important competence for prospective elementary school teachers as 21^st-century learning demands the ability to use technology to work on a team, to communicate and share responsibilities, and to reflect on the learning process. This study aims to analyze evidence of the instrument initial validity, reliability, collaborative skill profile, and score differences based on the demographic characteristics of pre-service elementary teachers after participating in digital-based collaborative learning. The research uses a post-implementation evaluative quantitative approach sourced from a digital collaborative learning research design in the fourth-semester of elementary school teacher education study program at …

Gender-Based Analysis Of Critical Thinking Skills Through The Problem-Based Learning Model Assisted By Instagram Greenpeaceid, Nabila Nirwasita Chairunnisa, Sumarmi Sumarmi, Tuti Mutia, Ilham Adenan Hidayatullah

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Environmental degradation requires students to possess critical thinking skills. However, the prevalence of conventional teaching methods is considered ineffective in honing these skills. Furthermore, gender differences that influence students’ learning styles are often not adequately accommodated. This study aims to conduct a comparative analysis of the impact of the Problem-Based Learning model assisted by the Instagram account Greenpeaceid on students’ critical thinking skills based on gender. The present study employs a quasi-experimental method using a posttest-only control group design implemented as a 2×2 treatment-by-level design. Data were collected via written tests and analyzed using a Two-Way ANOVA. The results of …

Case-Based Method Encyclopedia Of Maros Pangkep Geopark Through A Community Approach In Biraeng Village, Badrizal Al Hazar, Eva Nurrahmi Lukman, Muhammad Ikhsan Iccang, Nur Faizah Alim, Hervina Hervina

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The 21 st-century geography learning requires the use of contextual learning resources that are based on local potential to support deep learning. However, the availability of learning media that integrates geoparks and community knowledge is still limited. Therefore, this research and development aims to produce a community-based encyclopedia using the case-based method. It aims to determine the feasibility and effectiveness of the encyclopedia as a source of geography learning. The learning media was developed by using the Research and Development (R&D) method with the ADDIE model, which includes the stages of analysis, design, development, and implementation. The encyclopedia was developed …

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 …

Chi Meta-Project Ecosystem Overview - Spring 2026, David B. Smith

Publications and Research

This paper offers a high-level account of the Center for Holistic Integration’s (CHI) meta-project ecosystem as visualized in the included system map. CHI provides an organizational structure framed around persistent meta-projects that support and extend individual initiatives across curriculum, scholarly and applied research, infrastructure, artistic production, AI development, cultural inquiry, and external partnerships. Rather than presenting the map as a static inventory of projects, the paper examines how its core domains function as living systems through which knowledge, tools, documentation, participants, and collaborations can accumulate over time. It also considers how CHI-mediated connectivity, institutional integration, and external funding allow the …

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 …

Understanding And Cultivating Algebraic Thinking: A Case Study Of Middle Grades Multilingual Learners, Damiale Johnson

Curriculum and Instruction (Ed.D.) Dissertations

Multilingual learners often encounter challenges in mathematics classrooms due to the linguistic and interpretive demands of mathematical discourse and problem-solving. This qualitative case study investigated how three seventh-grade multilingual learners developed and demonstrated algebraic thinking during collaborative mathematical problem-solving tasks. Specifically, the study examined students’ strategies and resources, the challenges they encountered, and how language, collaboration, and representation supported algebraic and functional reasoning.

Guided by situated learning theory, sociocultural developmental theory, and the Algebraic Habits of Mind framework, the study emphasized social interaction, language, and contextualized problem-solving. Participants were Spanish-speaking multilingual learners developing academic proficiency in English in a middle …

The Razorback Educator, Carole Shook Dr., Lynn Meade, Sheri Deaton, Faith Lessner, Karl Schubert, Gretchen Scroggins, Rachel Glade, Treisha Peterson, Flint Harris, Tamara Snyder, Kim Mccomas, Austin Jones, Eric Button

TFSC Publications and Presentations

The Razorback Educator is a joint publication of the University of Arkansas Teaching Academy and the Wally Cordes Teaching and Faculty Support Center.  It is designed to share teaching innovations related to the Scholarship of Teaching and Learning.  Faculty from multiple disciplines author the publication.

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, Uncertainty And Error - Volume 3, Stephen Demeo

Publications and Research

Volume 3 explores the essential roles of uncertainty and error in scientific experimentation. It distinguishes between scientific error and scientific uncertainty: Scientific error refers to the difference between an experimental value and an accepted literature value, as well as the difference between data points in an x-y scatter plot and a predicted trendline. Scientific uncertainty, on the other hand, is associated with doubt arising from instrument limitations, variability within a data set, and psychological factors. Human error is set apart as mistakes or blunders, not to be conflated with scientific error.

Of utmost importance to the scientific investigator is the …

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, The X - Volume 1, Stephen Demeo

Publications and Research

In Volume 1, I critique the traditional School Scientific Method—an oversimplified, underdeveloped, and short, stepwise process—and argue for a more authentic, detailed, and rigorous approach to experiment-based scientific inquiry in education. I briefly explain the historical roots of the School Scientific Method, its benefits in increasing the exposure of experimental science to the masses, and its limitations in fostering more authentic scientific thinking and experimental practice.

In place of this traditional and problematic method, I introduce a graphic organizer called sciXpsy to foster both big-picture and detailed scientific thinking. The heuristic combines scientific concepts and methodology with the psychology of …

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, Confidence - Volume 2, Stephen Demeo

Publications and Research

Focusing on the psychology of empirical science, Volume 2 is an in-depth exploration of how students can build confidence in scientific data. Central to the text are twelve Confidence Indicators, a comprehensive set of approachable strategies and methodologies that help investigators produce, evaluate, and argue for reliable and valid empirical data. They include:

Good (and Ethical) Laboratory Practices

Repetition

Peer Replication/Review

Secondary Tests

Comparisons with Standards

Plots and Patterns

Conceptual Support

External Data Sources

Precision

Accuracy

Checking Calculations

Redesign/What-If Ideas

This volume includes numerous school science experiments that demonstrate how these indicators are applied across a wide range of educational …

Attendance And Academic Performance: A Comparison Of 4-Day And 5-Day School Week Schedules In Texas High Schools, Cynthia Miles

Electronic Theses and Dissertations

This quantitative cross-sectional comparable study examined the differences in academic performance and attendance in Texas public high school campuses between those operating on a 4-day instructional week and those operating on a 5-day instructional week. The study used a quantitative, cross-sectional comparable design. The analysis included campus-level data from the Texas Education Agency’s Texas Academic Performance Reports. The independent variable was instructional schedule—either a 4-day or a 5-day instructional week. The dependent variables included campus attendance rates and student performance on the English I and Algebra I End-of-Course (EOC) STAAR (State of Texas Assessments of Academic Readiness) assessments of ninth-grade …

The Impact Of Alexithymia On Body Image: The Mediating Role Of Rumination Among Students At Sultan Qaboos University, Fatima Alrahbi, Mai Helmy, Amal Alhadabi

Journal of Educational and Psychological Studies

The study aimed to examine the mediating role of rumination in the relationship between the dimensions of alexithymia and body image among first-year students at Sultan Qaboos University in the Sultanate of Oman. The descriptive method was employed, and the sample consisted of 310 male and female first-year students at Sultan Qaboos University, who were selected using a convenience sampling method. The study instruments included three scales: the Body Image Scale, the Toronto Alexithymia Scale, and the Rumination Scale. The results indicated the presence of statistically significant direct effects of the dimensions of alexithymia on rumination. The findings showed that …

The Effectiveness Of A Digital Game-Based Learning Environment In Developing Problem- Solving Skills Among Primary School Students, Ayda Abdulkareem Aleidan

Journal of Educational and Psychological Studies

The study aimed to examine the effectiveness of a digital learning environment based on educational games in developing problem-solving skills among female elementary school students. The digital environment was designed using educational game tools (ClassCraft, Kahoot!, Scratch) within interactive activities that consider learners’ characteristics and the requirements for developing problem-solving skills. The sample consisted of 64 fifth-grade students, divided into two groups: an experimental group (n = 31) that learned through the game-based digital environment, and a control group (n = 33) that learned through traditional instruction. An electronic game-based training program was implemented, along with an observation checklist to …

The Machiavellian Personality And Its Relationship With Research Self-Efficacy Among Graduate Students, Zuhair Abdul Hamid El-Nawajha

Journal of Educational and Psychological Studies

The research aimed to identify the level of Machiavellian personality and research self-efficacy, as well as the correlation between them. It also sought to reveal the differences in Machiavellian personality and research self-efficacy according to the variables of gender and academic degree.The researcher used the descriptive correlational approach. The research sample consisted of 103 male and female graduate students, from universities in the Gaza Strip. To achieve the research objectives, the researcher used the Machiavellian Personality Scale, prepared by (Dahling et al., 2009), and developed the Research Self-Efficacy Scale.The results of the study showed that the level of Machiavellian personality …

Sustained Reading: Multilingual Learners Exploring The Language Of A Text, Priscila J.B.M. Costa, Luciana C. De Oliveira, Meghan Love

Journal of English Learner Education

In US schools, multilingual learners (MLs) are expected to meet the same rigorous disciplinary standards as their English-speaking peers while also developing proficiency in English. This article demonstrates how sustained reading, as part of the Teaching and Learning Cycle, can support MLs' access to disciplinary literacy through the explicit attention to language features. Grounded on the Language-based Approach to Content Instruction (LACI), the article presents a classroom vignette from a 5th-grade social studies lesson in which MLs dissected a mentor text. The lesson illustrates how code-breaking within sustained reading makes disciplinary language visible, helping students notice the linguistic choices common …

Russian For The Professions: Creating An M.A. Program In The Context Of Holistic Foreign Language Instruction, Angela Brintlinger, Andrei Cretu, Helen Myers, Emma Pratt, Larysa Stepanova

Russian Language Journal

This paper presents the design, implementation, and some preliminary outcomes of measures aiming at integrating career readiness into the Russian language program at Ohio State University through the creation of a “Russian for the Professions” (RFP) stand-alone M.A. degree. While the M.A. program is still relatively small, its courses serve a larger contingent of students who have achieved or aspire to higher language competency. The key component of the program comprises courses offering specialized language skills in business, cybersecurity, government and foreign affairs, information services, media, and translation. Career-focused curricular offerings are supplemented by programming offered in partnership with industry …

Ai For Regression Analysis And More, Eli Snir

Generative AI Teaching Activities

Students use Copilot and NotebookLM to create a dataset and develop statistical analyses including regression.