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Personalized Physics Learning Through Ai: Insights From Problem Generation, Chatbot Dialogues, And Intelligent Tutoring Systems, Atharva Dange

Physics Dissertations - Archive

Artificial intelligence (AI) is poised to transform science education, yet questions remain on how best to integrate these technologies into teaching and learning. This dissertation investigates the use of AI-driven tools in university physics courses through three complementary studies. In the first study, a generative language model (ChatGPT) was used to create novel physics homework problems aligned with course objectives. Analysis showed that, after expert vetting, AI-generated questions can foster higher-order problem-solving and reduce student reliance on solution memorization, though careful instructor oversight is required to ensure accuracy. The second study embedded an AI chatbot as a learning aid in …

First Portfolio - Alec 207: Communicating Science With Public Audiences, Heather Akin

UNL Faculty Course Portfolios

This portfolio investigates how collaborative group projects and structured peer reviews enhance undergraduate students’ science communication skills in ALEC 207: Communicating Science with Public Audiences. Drawing on mid-semester evaluations, peer review reflections, and overall course outcomes, the analysis highlights how group-based activities and peer critiques help students develop clarity, relevance, and confidence in their communication. ALEC 207 introduces core principles of strategic communication in food, agriculture, and natural resources contexts, and gives students opportunities to refine their writing through press releases, feature articles, visual communications, and audience-tailored messages. While the course predominantly emphasizes writing, it also leverages ongoing revisions to …

Perceptions Of Stem Education And Artificial Intelligence: A Twitter (X) Sentiment Analysis, Demetrice Smith-Mutegi, Yoseph Mamo, Jinhee Kim, Helen Crompton, Matthew Mcconnell

Teaching & Learning Faculty Publications

Background, context, and purpose of the study: Artificial intelligence (AI) is becoming increasingly prevalent in science, technology, engineering, and mathematics (STEM) education, holding promising potential for supporting the design and implementation of quality STEM education. However, there is a lack of data-based research studying the diverse perceptions of AI in STEM education as conveyed on social media, the factors that influence those perceptions, or the change in those perceptions over time among public audiences. Results, the main findings: The purpose of this study was to examine public perceptions of AI in STEM education by analyzing X posts (Tweets) between 04/28/2020 …

Teaching To Whom And With Whom: The Role Of Context In Developing Preservice Teachers' Self-Efficacy For Teaching Engineering And Coding Via Robotics, Jennifer Kidd, Kristie Gutierrez, Min Jung Lee, Danielle Rhemer, Pilar Pazos, Krishna Kaipa, Stacie Ringleb, Orlando Ayala

Teaching & Learning Faculty Publications

Due to mandates for the inclusion of engineering and computer science standards for K-6 schools nationwide, there is a need to understand how teacher educators can help develop preservice teachers’ (PSTs’) teaching self-efficacy in these areas. To provide experience teaching and learning engineering and coding, PSTs in an instructional technology course were partnered with undergraduate engineering students in an electromechanical systems course to teach robotics lessons to fifth graders (10–11 year olds) over Zoom. A multi-case study approach explored teaching self-efficacy development for three preservice teachers during their robotics project experiences using multiple data sources, including surveys, reflections, interviews, and …

Beyond Average Effects In Education Research Syntheses: Explaining Heterogeneity Of Concept Mapping Research In Science Education Through Meta-Regression Modeling, Aaron Wenger

Dissertations

Contemporary education research seeks causal inferences in order to guide policy and practice. Often well-controlled quasi-experimental and experimental designs are used as they are very useful for supporting and contextualizing causal inferences. Nevertheless, individual studies, even high-quality, resource-intensive randomized controlled trials, are not able to establish generalized claims. Because primary studies vary over dozens of variables (e.g., grade, subject, duration) simply conducting additional primary studies cannot change this. Furthermore, the informal assessments of primary studies common in literature reviews are unable to resolve certain challenges (e.g., publication bias) that are described in the emerging field of meta-research. These challenges require …

Volume 7 (2024) Artificial Intelligence And Responsibility, Arwa Alnajashi, Danielle Derise, Philip L. Frana, David Mcgraw, Amanda Sawyer, Tatjana Titareva, Raafat Zaini, Allie Zombron

International Journal on Responsibility

The seventh volume of the International Journal on Responsibility (IJR) arrives at a crucial moment in the evolution of artificial intelligence and its integration into our academic and social fabric. As we witness the rapid advancement and deployment of AI systems across various domains, this special issue examines the multifaceted dimensions of responsibility surrounding AI technology, with a particular focus on its role in higher education and broader societal implications.

The articles in this volume contribute to our understanding of responsibility through diverse lenses, from classroom implementation to ethical design considerations. Together, they fulfill IJR’s central mission of exploring “Who …

Essential Practices And Attributes Of Integrated Stem In Elementary Education, Leah R. Cheek, Vinson Carter, Michael K. Daugherty, Christian Z. Goering

Curriculum and Instruction Faculty Publications and Presentations

Throughout the 21st century, STEM education’s effectiveness remains a focal point for researchers, policymakers, and employers. Despite substantial investments, student engagement in science, technology, engineering, and mathematics has remained essentially unchanged. Researchers persistently face challenges in expanding STEM pedagogy and improving teachers’ classroom practices, directly impacting student performance. Proposals for professional development for teachers abound, yet its success hinges on relevance and collaboration. This study utilized a three-round modified Delphi panel to identify essential P-6 integrated STEM education practices. The findings emphasize the need for dynamic, student-centered approaches coupled with continuous fine-tuning of teaching techniques. This connection is crucial for …

Keep It Real! Introducing A Four-Part Framework For Real-World Math Teaching In The Secondary Classroom, Patrick Mcguire

Colorado Mathematics Teacher

Drawing upon research-based best practices and previous literature, this article introduces a four-part “REAL” framework (Relevance, Equity, Application, and Leveraging Technology) to help secondary math teachers integrate real-world activities in their classrooms. The article provides an example of a REAL-world activity, “The 8^th Billion Baby” (Yummy Math; https://yummymath.com/post/the-8th-billion-baby/) further demonstrating how secondary mathematics teachers can move from theory to practice. The article concludes with a curated list of recommended resources designed to support real-world teaching and learning in secondary mathematics classrooms.

Using Geogebra To Foster Imagination And Creativity To Build Mathematics Confidence In A Stem World, Joseph M. Furner

Transformations

Math teachers can better prepare all student for a STEM world using computer software like GeoGebra to better prepare our youth for such high-tech careers like that of which Einstein was part of while also emphasizing and fostering creativity in the learning of mathematics. It is critical we have young learners who are confident in their ability to do math and be creative. Teachers today need to check dispositions toward mathematics and address math anxiety while building math confidence in their students. In an ever-advancing world of technology, math teachers need to incorporate such emerging technologies like GeoGebra into the …

Rachel’S Saga: Using Adolescent Literature In The Mathematics Classroom As A Form Of Bibliotherapy To Help Students Overcome Math Apprehension, Joseph M. Furner

Transformations

Math anxiety is prevalent and an understanding of mathematics is critical in an increasingly technological/STEM society, teachers must play a role in reducing the levels of math anxiety of learners. More recently, children's and adolescent literature has been recognized now as a means to teaching mathematics to students through the use of stories to make the math concepts relevant and meaningful. Literature may be used as a therapy to reach students who may be frustrated with math and/or who experience math anxiety. Story and picture books such as Math Curse (Scieszka & Smith, 1995) and A Gebra Named Al (Isdell, …

Teaching Learning Newsletter Vol 4 Issue 2, Sastra Deemed To Be University

TLC Newsletter

No abstract provided.

A Comparative Analysis Of Early Algebraic Thinking Activities From U.S. And Singapore Primary Textbooks, Christian Joel Hernandez

Theses and Dissertations

Many studies highlight the challenges students face when transitioning to algebra at the secondary level. Introducing algebraic concepts and fostering algebraic thinking at the primary level can help mitigate these difficulties. Prior to formal algebra instruction, early algebra can be cultivated as a mode of thinking known as algebraic thinking. Several international curricula, such as Singapore Math, incorporate early algebraic thinking into the early stages of schooling. Singapore Math, renowned for its high performance in international assessments, has been widely adopted by schools seeking to replicate its success.

This study compares two primary-level mathematics curricula—CCSSM-aligned textbooks and Singapore Math—specifically focusing …

Landform Lessons: Applying Terrestrial Geography To Mars Landing Site, Lindsey Herlehy

Publications & Research

In this hands-on, STEM integrated workshop, educators will explore the fascinating parallels between Earth's landscapes and the Martian surface to enhance their understanding of planetary geography. Through a progressive series of activities, participants will compare environments and landforms on Earth and Mars, using actual data from spacecraft orbiting Mars to collect evidence and construct conclusions about these terrestrial planets. Then, applying this information, educators will construct multi-layer maps aimed at selecting the most advantageous landing site for a manned mission to the Red Planet. Finally, utilizing an online mapping application, participants will virtually explore their chosen landing site and examine …

Exploring The Journey Of Stem Faculty Into Justice-Centered Pedagogy, Desiree Forsythe, Bryan Dewsbury, Jeremy L. Hsu

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

In higher education and science, technology, engineering, and mathematics (STEM), interlocking oppressions can lead to inequitable environments for those who hold marginalized identities. Instructors can play key roles in either exacerbating or mitigating these inequities through their pedagogical approaches and choice of curricular material. However, it remains unclear how instructors who self-identify as committed to justice achieve higher levels of consciousness around areas of injustice and develop the self-efficacy to dismantle barriers for students over time. Here, we draw upon critical race theory and critical white studies to investigate what events or life experiences influence STEM instructors to understand the …

Examining The Use Of Embedded Generative Strategies With Graphic Organizers To Improve Science Achievement Of Students With Learning Disabilities, Gamze Karaer, Macid A. Melekoglu, Brian Hand

Journal of Science Education for Students with Disabilities

Students with learning disabilities have difficulty in science literacy because of the extensive amount of abstract concepts in comprehending science content. An adapted alternating treatments design with an extended baseline was used to compare the effectiveness and efficiency of graphic organizers (GOs) enhanced with predicting-observing-explaining (POE) (Module-I) and GOs without POE (Module-II) on science achievement of six middle school students with learning disabilities. Results indicated that both procedures were effective to improve performance on all dependent variables for all participants. However, the result of efficiency data showed that Module-I seemed to be more efficient across four students in terms of …

Scholar Perspectives On The Impact Of A Scientific Community Program For Neurodivergent Undergraduate Stem Scholars, Dylan Sullivan, Fernando Zavala, Derek Hidalgo, Jacob Stolle, Rebecca Matte, Christin B. Monroe

Journal of Science Education for Students with Disabilities

Despite the adaptive strengths and unique problem-solving skills demonstrated by neurodivergent (ND) individuals, they remain underrepresented in Science, Technology, Engineering and Mathematics (STEM) fields. High unemployment rates among individuals with disabilities emphasize the need for addressing barriers to entry and persistence in the workforce. This study introduces a program designed to enhance opportunities for neurodivergent STEM scholars with financial needs, supported by the National Science Foundation (NSF). The program involves: 1) a weekly cohort course to engage in professional development, 2) use of the Birkman Method® survey to help scholars identify and communicate strengths, fostering self-awareness and growth, and 3) …

Ua64/2 The Challenge: Magazine For The Center For Gifted Studies (No. 57 Fall 2024), Elizabeth Joyce Editor

Gifted Studies Publications

Magazine created by and about the WKU Center for Gifted Studies.

Field-Based Courses Still Matter, But Not Like They Used To, Christopher T. Martine

Faculty Journal Articles

Increasingly, field-based courses are providing the first real opportunities for students to experience nature in meaningful ways. As a baseline, even before the content delivery and the graded assessments, this is already enough to change the way a person feels in the world and to spark an appreciation for the life around them.

(Part of a special feature on education in which recent winners of the Botanical Society of America's Charles E. Bessey Award share teaching philosophies and strategies.)

Reimagining Science As A Natural Tool For Connection: A Restorative Approach, Zachary C. Schafer, Lawrence C. Scharmann

Department of Teaching, Learning, and Teacher Education: Faculty Publications

This paper explores a restorative-type intervention with a high school student who is suspended from school for repeated threats to other students. Throughout the paper, we explore the use of restorative practices in the context of science teaching. Science in process and content is used in tandem with various restorative practices to provide the student a lens through which to better understand what led to her suspension, learn science content, and find perspective change in the process as it pertains to her developing sense of self. The methods and tools are then transformed into practical use through a modified version …

Using Genai To Teach Information Literacy In Engineering Technical Writing, Lauren Todd, Eliot Boden, Sam Lindgren

Generative AI Teaching Activities

Students will use GenAI to generate keywords to research their possible final project topics. Then students will use the library's quicksearch to find possible books, articles. Students will reflect on their research process throughout the class.

Engaging Students With The Fold-And-Cut Theorem, Amélie Schinck-Mikel, Elsa Medina

Colorado Mathematics Teacher

When students make geometric constructions through paper folding, it allows them to make geometric concepts come to life in their hands. In this article, we discuss a hands-on geometry activity based on the Fold-and-Cut Theorem that can help teachers enhance students’ engagement with geometry and deepen students’ geometric reasoning by paper folding.

Get Fit! With Math And Lit: A Pilot Program Of Physical Activity, Mathematics, And Literacy With Middle Grades Students Through Culturally Relevant Pedagogy, Christine L. Craddock, Brittany Pinkerton

Current Issues in Middle Level Education

In an afterschool program at a university literacy center, we piloted the integration of physical activity with multimodal mathematics and literacy exercises. We aimed to incorporate the three tenets of culturally relevant pedagogy (CRP) including academic success, cultural competence, and critical consciousness with middle grades participants by utilizing a sports-based youth development model (SBYD), Teaching Personal and Social Responsibility (TPSR). Participants participated in 30-minute sessions bi-weekly over two months, which included reflective discussions and journaling to begin and end activities, respectively. Participants were invited to suggest activities during sessions and interact cooperatively with facilitators and peers. They also engaged in …

Designing An Educational Robotics Curriculum To Teach Mathematical Concepts While Fostering A Growth Mindset: A Self-Study, Lauren Harter

Electronic Theses and Dissertations

This study explores the development and implementation of a five-day curriculum designed to enhance students' understanding of algebraic concepts through the integration of educational robotics and growth mindset principles. The study is structured around three research questions that investigate influences on decision-making in curriculum design, the alignment of teaching intents with practices, and the impact of self-study on integrating algebra, robotics, and growth mindset principles. Findings reveal themes focused on the importance of research and collaboration, using the Understanding by Design (UbD) framework, intentional curriculum creation, starting somewhere, personal growth and self-reflection, and experiencing and embodying constructivism in action. The …

The Effects Of Online Chemistry-Themed Design-Based Stem Education On Preservice Science Teachers’ Stem Awareness, Emine Sahin Topalcengiz, Burcin Acar-Sesen

Curriculum and Instruction Faculty Publications and Presentations

The study investigated the impact of Chemistry-Focused Online Science, Technology, Engineering, and Mathematics (STEM) teacher education on the awareness of STEM among preservice science teachers. A one-group pretest–posttest quasi-experimental weak design was used to determine changes in preservice teachers’ STEM awareness. During the study, a 14-week Chemistry-Focused Online STEM course was provided to preservice science teachers. As part of this course, the theoretical knowledge about STEM was explained to students, and afterward, they completed two modules. Furthermore, preservice teachers also developed their chemistry-themed STEM lesson plans at the beginning of the course, after explaining theoretical knowledge about STEM at the …

An Examination Of Positive Impacts On Students' Math Success, Lauren E. Bisher

Masters Projects

In today’s classrooms, some students struggle to achieve at high levels in math. Yet, recent research describing the neuroplasticity of the brain means that, with a mathematical mindset, all students can achieve in math at the highest levels in school. Unfortunately, some capable students disengage from the subject due to a fixed mindset or holding beliefs in math myths, such as only some people are born with a math brain or math is about speed. Achievement in math can open more opportunities in a student’s future. Entrance into college and various careers that require mathematical skills become possible when students …

The Perspective Of An Alumnus, Rifah Tasnim

Early College Folio

No abstract provided.

Editor’S Note, Amanda Landi

Early College Folio

No abstract provided.

Contributors

Early College Folio

Contributors, Early College Folio, Volume 3, Issue 1 (2024).

The Value Of Adding Nothing: A Call For Reform-Oriented Polynomial Division, Jonathan Clark, Jeneva Clark

Journal of Humanistic Mathematics

The call to implement reform practices in schools reflects the historical turn away from the behaviorist theory of learning in education. Yet the praxis of this turn remains a significant challenge, particularly within mathematics classrooms where procedural memorization is emphasized. In this article, we show one means of how to advance our pursuit of meaningful mathematics into polynomial division. Building on the literature for reform-based division methods, an alternative to the long division algorithm will be explored that relies solely on adding zero and fundamental algebraic principles.

The Influence Of Misconceptions On Pedagogical Choices Of Secondary Science Teachers: An Embedded Case Study, Tracey Beyer

Dissertations

This case study, using phenomenography within science disciplines, examines how educators' experiences with misconceptions affect teaching methods in high school physics, chemistry, and biology. Based on constructivist and interpretive theories it highlights that personal experiences shape learning and involve continuously reconstructing knowledge. The shared misconceptions of 13 educators across science disciplines reveal how those experiences influenced both their content knowledge and instructional practices. The findings indicate that educators who openly acknowledge and learn from their past experiences with misconceptions are better equipped to recognize and address gaps in understanding, an asset to furthering student learning. This research highlights the importance …