Science and Mathematics Education Commons^™

Access In Teaching Stem Subjects To The Blind, Ashley E. Neybert

Journal of Science Education for Students with Disabilities

There are still many gaps in the literature regarding the difficulties faced by instructors of students who are blind and low vision and who teach Science, Technology, Engineering, and Math (STEM) subjects. We surveyed 26 K-12 STEM teachers about accessible materials they are aware of versus which accessible materials they use in their classrooms, their thoughts on how common challenges identified in the extent literature affect them in their teaching, and their perspective on how much extra time may be required for blind and low vision students (if any) to effectively learn STEM subjects.

Designing A Technology-Enhanced Curriculum For Preservice Mathematics Teachers: A Practice-Based Reflection, Alaa Karem Abd-El-Hafez

International Journal of Transformative Teaching and Learning in Higher Education

Preparing preservice secondary mathematics teachers in a post-pandemic, AI-driven digital landscape presents unique pedagogical challenges. As a teacher educator and former secondary mathematics teacher, I aim for preservice candidates to harness technology as a vehicle for high-leverage, evidence-based teaching strategies while prioritizing software accessibility and affordability. This practice-based article details the comprehensive redesign of a technology in mathematics education course structured around five modular units and three project-based assessments. Guided by the Technological Pedagogical Content Knowledge (TPACK) framework, I articulate the rationale for tool selection, instructional design decisions, and assessment strategies. Ultimately, this course model offers higher education programs an …

Differential Equation Modeling For Sustainable Resource Management: A Steady-State Optimal Harvesting Approach, Iordanka N. Panayotova, Aleksei Talonov

CODEE Journal

Mathematical models based on differential equations provide a powerful framework for connecting real-world data to informed decision-making. In this work, we present a student-accessible project that uses an optimal-control framework to study the sustainable management of biological resources.

Motivated by fisheries management, we examine a predator--prey system in which harvesting decisions must balance ecological and economic considerations. The model is formulated as an optimal control problem that seeks to maximize the total discounted net revenue from harvesting. Rather than solving for the complete time-dependent harvesting trajectory, we restrict the analysis to positive controlled coexistence equilibria and characterize an interior stationary …

Analysis Of Needs For Web-Based Mobile Learning Development Based On Universal Design For Learning For Students With Special Needs, Murni Winarsih, Mayasari Manar, Rohmah Ageng Mursita, Mita Septiani

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Higher education institutions still have substantial challenges when it comes to accommodating students with special needs, especially those who are visually or aurally impaired. Access to learning resources is still an issue, as are the limitations of adaptive learning media and the dominance of more conventional verbal and visual methods of information transmission. Hence, not all pupils are given the same chances throughout the learning process. With its emphasis on providing a variety of representational, interactive, and expressive tools, Universal Design for Learning (UDL) aims to meet the requirements of students with a wide range of learning styles. In order …

Motivating Second-Order Differential Equation Models Beyond The Spring–Mass System, Katherine E. Rutherford, John C. Borger

CODEE Journal

Students in introductory differential equations courses often learn to associate specific equation types with familiar physical systems. While this approach supports procedural fluency, it can inhibit transfer learning: students recognize familiar forms rather than construct models from first principles. This paper presents a modeling-first instructional approach designed to help students recognize the shared structure of second-order differential equations across diverse contexts. Students derive governing equations from fundamental physical laws for multiple systems, including an Inductor, Resistor, and Capacitor (LRC) electrical circuit, a simple pendulum, and viscous pipe flow. Through guided comparison, students identify common components such as inertia, damping, restoring …

How Planning For Engineering Instruction Supported Culturally Responsive-Sustaining Pedagogy For Prek–12 Teachers, Kristen V. Napolitano, Amanda M. Gunning, Meghan E. Marrero

Journal of Pre-College Engineering Education Research (J-PEER)

With the wide adoption of the Next Generation Science Standards across the United States and an increased focus on growing a diverse engineering workforce, learning to teach precollege engineering has become more important than ever. Yet limited precollege engineering certification pathway exists, leaving preK–12 teachers to integrate engineering with few resources or professional learning support. In high-need districts, where teachers are already underresourced and stretched thin, engineering may not make its way into the classroom at all. As a result, access to engineering and other STEM opportunities is disproportionately low among Black and Brown and/or low-income students in these communities, …

Fast-Track Ode: A Student-Centered, Game-Based Summer Differential Equations Course, Chamila D. Malagoda Gamage

CODEE Journal

This article describes a student-centered and game-based redesign of an Elementary Differential Equations course taught during a six-week summer session. In this compressed setting, students had to move through the standard course content quickly while still developing procedural fluency, conceptual understanding, and confidence with applications. To support these goals, the course used real-time feedback tools, collaborative problem solving, applications connected to students' fields, and mathematical games. The paper describes the course context, major activities, implementation details, and student feedback. Student responses suggest that the activities were well received and helped students stay engaged, participate regularly, prepare for exams, and see …

A Bibliometric And Descriptive Analysis Of The Disciplinary Affiliations Of Research About Students With Disabilities In College-Level Science Education, Tongriang N. Daspan M.Ed, Aaron C. Wenger Phd, Brandy Pleasants Phd

Journal of Science Education for Students with Disabilities

Despite the global emphasis on equity and the need for inclusive science education, students with disabilities (SwDs) encounter persistent barriers in college-level science learning environments. While prior research has explored isolated challenges faced by SwDs, few studies have examined how these challenges vary across science disciplines. Yet, science education research is often situated within distinct disciplinary traditions, such as biology education research or geoscience education research, known collectively as Discipline-Based Education Research (DBER). Understanding the disciplinary distribution of research on SwDs is essential to identifying gaps and fostering cross-disciplinary learning. This study maps trends and patterns in the disciplinary affiliations …

A Modeling Scenario For Cooling A Hot Vehicle In Florida, Jared Bunn, Bernadette Mullins, Elizabeth Hale, Jaeyoun Oh

CODEE Journal

This paper presents a group project assigned in a Calculus 2 course that has students work to develop, analyze, and draw conclusions about a modeling scenario for cooling a hot car. Using a modeling-first approach, instructors supported the students in class throughout the beginning of the project, enabling the groups to complete the remainder of the project on their own. Students used parameter estimation to tune their models to provided data: one for windows being up, and one for windows being down. This project provides an example of how modeling can be introduced early in a calculus course, rather than …

Improving Bench Work Competence Through Qr Code Based E-Lkpd Featuring Sop Video And K3 Safety Checklist, Firman Muhadi Saputra, Marsono Marsono, Imam Muhtarom, Mingchang Wu

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This study examines the use of a QR Code-based E-LKPD integrated with SOP videos and a K3 safety checklist in improving vocational students’ bench work competence. A pretest–posttest control group design was applied to 63 tenth-grade machining students at SMKN 1 Jenangan Ponorogo in the 2025/2026 academic year selected through purposive sampling. Data were collected using performance assessment observation sheets and written tests. The results show that both groups achieved the competent category, with the experimental class obtaining a slightly higher mean score (80.22) than the control class (77.07), However the independent t-test results indicate that the difference is not …

Comparative Analysis Of Artificial Intelligence (Ai) Implications For Active Learning And Assessment At Various Curricular Levels Of Stem And Health Sciences In Developed Versus Underprivileged Countries, Vinay Munlapudi, Santanu De

FDLA Journal

Today’s all-pervasive emergence of artificial intelligence (AI) necessitates a comprehensive evaluation of its role in education, especially for occupational disciplines in health sciences and STEM. AI has reshaped student learning and instructors’ navigation of the evolving, post coronavirus infectious disease (COVID-19) global academic landscape. This study aimed at encapsulating evidence-based AI implications for student-centered, active learning and assessment at various curricular levels of science, technology, engineering, mathematics (STEM) and health sciences education in developed versus underprivileged or less developed countries. An extensive, scoping review of 65 recent, scholarly publications was conducted over six months through diverse search engines (PubMed, Google …

The Role Of Trauma-Informed Care In Supporting At-Risk Students In Alternative Education, Jar'mel D. Taylor Dr.

Transformations

Students with traumatic experiences commonly fail to meet educational goals and control their emotions while also losing their involvement in classes. Standard trauma-informed care practices remain absent from numerous alternative educational institutions, which leaves their teaching community without adequate support to help traumatized students effectively. The application of Trauma-Informed Care (TIC) strategies toward student outcomes requires investigation to develop effective educational approaches that enhance school success. The researcher used qualitative exploratory case study methodology to study TIC practices in alternative education for Black and Brown adolescent students (aged 12–18) in Washington, D.C. Semi-structured interviews and a focus group with 16 …

Sociology Of Mind Trap In Nepal, Makar Bahadur Sarki

Transformations

Nepali society is multilingual, culturally and ethnically diverse. It holds great potential for development and thought. However, the existing mental traps in society are creating obstacles to fulfilling those potentials. Mental entrapment is a problem in which people follow someone's words with complete faith, just like someone who runs after a crow without touching their own ears after hearing that it has ears. This forces people to live in illusion. This leads to individuals mistrusting their own abilities and pushing society towards inaction. This situation is not only due to individual thinking, but is the combined result of social structural …

Rockin’ Rover On The Rainbow Road, Michael Kolta, Lawrence Burgee, Ying Yuan

Transformations

This paper presents a progressive series of age-appropriate lesson plans for grades K-12 that all use the same interdisciplinary activity to educate students about Science, Technology, Engineering, Art, and Mathematics (STEAM) simultaneously. Technology from Texas Instruments (TI) was employed including a TI Nspire graphing calculator that can run Python programs, a TI Innovator Hub, and a TI Rover. The TI Rover is a small, robotic car that has sensors and is controlled by the calculator via the Hub hardware interface. A Python program was developed that uses the color sensor in the Rover to detect the color on colored paper …

From Reluctance To Resilience: The Link Between Attitude And Growth Mindset In Calculus Students, Olivia Valente, Kathryn E. Pedings-Behling, Amy N. Langville

Journal of Educational Research and Practice

Many postsecondary students enter general education mathematics courses with negative attitudes, shaping their willingness to engage with the content. This study explores the relationship between students’ attitudes towards mathematics and their growth mindset, revealing effective strategies to enhance learning experiences, particularly for students who are reluctant learners. The research investigates two questions: (1) How do students’ Attitude Toward Mathematics Inventory (ATMI) scores and Growth Mindset Scale (GMS) scores relate? and (2) Do gender or course modality affect this relationship? This study addresses a gap in literature by examining how enjoyment, motivation, self-confidence, and perceived value connect with growth mindset. The …

The Czechoslovak Way Of Competing For Better Mathematics In 1950s, Petra Antošová

Journal of Humanistic Mathematics

In the period after World War II, many significant changes took place in Czechoslovakia. This paper focuses on the changes that were taking place in the field of mathematical education. Education, in general, acquired a new structure as a response to the school reform of 1948 and subsequent reforms. Great emphasis began to be placed on polytechnic education, of which mathematics was a key part. Teachers sought out ways to find mathematical talents and to excite students about mathematics in various ways.This paper focuses on mathematical circles (whether tutoring or inspirational) and other motivational methods such as mathematics competitions that …

Numbers, Patterns, And Memories: Early Experiences Of Mathematicians And Mathematics Education Researchers, Constantinos Xenofontos

Journal of Humanistic Mathematics

This paper offers a reflective analysis of early mathematical experiences shared by fifty-six mathematicians and mathematics education researchers, including my own, as part of Cambridge Mathematics’ “Seven Questions with . . . ” interview series. Drawing on thematic analysis, I identify five key patterns across participants’ recollections: the context of early mathematical engagement, the influence of significant others, emotional responses, shifts in mathematical thinking, and mathematics as a social or competitive experience. Many accounts emphasise informal, everyday encounters with mathematics—often preceding formal education—as central to developing interest and confidence in the subject. The findings challenge the notion of innate mathematical …

Impact Of Covid-19 Pandemic On Mathematics Achievement And Problem-Solving Ability: Insights From Secondary Schools In India, Laishram Nirtish Singh, Anand Jyoti Sanasam, Jocyline Thokchom, Ningombam Cha Cogent, Laisom Sharmeswar Singh

Journal of Humanistic Mathematics

The COVID-19 pandemic disrupted students’ engagement with mathematics. This study aims to contribute to our understanding of the extent of this disrupting by examining differences in mathematics achievement and problem-solving ability between adjacent cohorts who learned Class 8 under different schooling conditions in India: Group A (pandemic-exposed Class 8 cohort) and Group B (post-reopening Class 8 cohort). Using a descriptive design in a natural setting, we selected a stratified sample of 1,200 students from Class 9 and Class 10 across 21 secondary schools in Manipur, India. The sample was stratified by gender, family type, school type, and locality to ensure …

A Professional Development Course On Data-Driven Dynamical Systems At A Primarily Undergraduate Institution - Part B: Professional Development Framework And Institutional Implementation, Alessandro M. Selvitella, Jeffrey R. Anderson

CODEE Journal

This paper presents the professional-development and institutional-implementation component of a three-paper program on introducing data-driven dynamical systems into undergraduate ordinary differential equations instruction at a primarily undergraduate institution. The companion paper \cite{SelvitellaAnderson2026} develops the mathematical and computational content, including regression, regularization, Dynamic Mode Decomposition, Sparse Identification of Nonlinear Dynamics, and a Van der Pol oscillator activity. The present paper asks a complementary implementation question: what departmental structures, graduate teaching assistant roles, professional-development activities, and course-support pathways are needed for such materials to become teachable within local undergraduate settings?

We describe a three-phase professional-development model for graduate teaching assistants in the …

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 …

Sitting Together: How Proximity Impacts The Classroom Success Of Undergraduate Women In Engineering, Cassandra M. Savukinas, Kayla D. Taylor, Ashley Lear

Feminist Pedagogy

Despite increased efforts, the engineering field remains predominantly male, particularly within higher education environments. Seating arrangements in the classroom for female undergraduate engineering students can greatly impact their comfort, participation, and academic performance in the classroom. In a 2025 study, it was found that male and female students have differing experiences related to comfort, participation, and academic performance when seated near other students of the same gender (Savukinas et al., 2025). Faculty can help students succeed by understanding how seating dynamics impact students’ experiences in the classroom. By allowing students to choose their own seating arrangements and creating interactions in …

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 …

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 …

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 …

Instructional Strategies For Developing Mathematical Critical Thinking Skills In Secondary Education: A Pris-Ma-Based Systematic Review (2015-2025), Friska Ledina Situngkir, Mangaratua Simanjorang

Jurnal Pendidikan Sains

Mathematical critical thinking skills (MCTS) are essential 21st-century competencies that secondary students must develop. However, prior studies indicate these skills remain underdeveloped due to conventional teaching methods focused on procedural mastery. This systematic review, conducted in accordance with PRISMA 2020, synthesized empirical evidence on instructional strategies for fostering MCTS in secondary education. Searches were performed in Scopus, Web of Science, ERIC, ScienceDirect, and Google Scholar for publications between 2015-2025. From 1,342 records initially retrieved, 28 empirical studies were selected for full analysis. The review identifies five principal strategies: Problem-Based Learning (PBL), Inquiry-Based Learning (IBL), STEM/STEAM, Project-Based Learning (PjBL), and ethnomathematics. …

Pintarin.Edu Application: Assessment Platform As A Complementary Learning Material For The Teaching Principles And Assessment I And Ii Courses, Hayuni Retno Widarti, Munzil Munzil, Raden Bambang Sumarsono, Richa Nan Maharani, Juwita Karina Pratiwi, Deni Ainur Rokhim

Jurnal Pembelajaran Sains

This study aims to design, develop, and launch the Pintarin.Edu application as a lifelong learning-based assessment medium to support the Principles of Teaching and Assessment I and II courses for prospective professional teachers (PPG) students. The innovation of this research lies in the integration of reflective assessment, continuous feedback, interactive discussion features, automatic post-tests, rubric-based task management, and Classroom Action Research (CAR) progress monitoring in one structured digital platform. This study uses a 4D development model (Define, Design, Develop, Disseminate) which includes needs analysis, feature design and development, product validation and revision, and trial and implementation. Validation was carried out …

Nasa Student Launch Initiative And 4-H Stem Engagement, Kelly Dziak

Journal of Extension

In 4-H programs, youth take the lead as scientists and engineers in their project work. NASA's Student Launch Initiative challenges youth to design and launch high-powered rockets carrying scientific payloads. This competition models the work process of real-world NASA contractors. In 2023 and 2024, the Morris County New Jersey ResistoJets Rocketry 4-H Club competed as the only team representing the 4-H youth development program. This experience intentionally placed youth in authentic roles as scientists, researchers, engineers, and educators. The goals of NASA's Student Launch Initiative and 4-H align to provide a rich learning experience for youth interested in STEM.

Constructing Evidence And Epistemic Agency In Science, Katherine S. Misar

The Language and Literacy Spectrum

This microethnographic discourse analytic study uses an academic literacies theoretical lens to examine how a highly regarded urban high school biology teacher taught students to write from scientific data and positioned of students with epistemic agency using modeling instruction. Drawing on 6 lessons from one instructional unit over the course of two weeks; data sources include audio and video recordings, 30 transcribed literacy events, students’ written work, teacher interviews, case study student interviews, and photos. Participants included an experienced teacher and a student teacher using modeling instruction and 23 “accelerated” biology students in an urban high school. This study addresses …

The Impact Of Madden-Julian Oscillation On Rainfall Variability In South Sulawesi And Its Implications For Science Education, Misbahuddin Mansur, Pariabti Palloan, Agus Susanto

Jurnal Pendidikan Sains

This study examined the relationship between the Madden–Julian Oscillation (MJO) and rainfall variability in South Sulawesi Province, Indonesia, using daily rainfall observations from 24 stations during 1990–2020. A quantitative observational design based on long-term climatological time-series analysis was employed. MJO activity was identified using the Real-time Multivariate MJO (RMM) index, while rainfall variability was analyzed through rainfall anomalies, rainfall frequency, and spatial patterns across Seasonal Zones (ZOM). The results indicate that active MJO phases were generally associated with wetter conditions and higher rainfall frequency, whereas suppressed phases corresponded to drier conditions. Rainfall responses varied considerably among regions, with coastal areas …