Educational Methods Commons^™

Designing Ai Systems To Support A Productive-Failure-Based Learning: Insights From Adult Learners On Ai Applications And Ai System Design Principles, Jinhee Kim, Xi Lin, Seongryeong Yu, Rita Detrick

STEMPS Faculty Publications

Emerging capabilities of generative artificial intelligence (GenAI) offer significant potential to support productive failure (PF)-based learning, which engages adult learners (ALs) in exploring problems before instruction and learning from their initial attempts. However, the effective use of AI to support multifaceted areas of PF-based learning, including problem generation, exploration, consolidation, and knowledge assembly, is limited. Furthermore, AI design principles to support PF-based learning remain under-researched. This study, therefore, aims to investigate ALs’ perceptions of AI applications in enhancing PF-based learning and to explore the essential design principles of AI systems for PF-based learning. To achieve these aims, the study conducted …

The Obverse-Turing Test: Rethinking Authorship, Trust, And Time In An Accelerated Age, Michael J. Miller, Chatgpt (Ai~Nesbo+)

Psychology

In this paper, we propose a new test for scientific accountability in the era of artificial intelligence: the Obverse Turing Test for Authorship. While the traditional Turing test focuses on a machine's ability to mimic human intelligence, our test addresses the question: when should a scientific contribution involving artificial intelligence be attributed joint authorship? We argue that more and more authors are using AI in the idea generation and elaboration stages of their work, but rarely acknowledge this use explicitly. To examine this gap, we analyze examples of human–AI interactions across fields and propose a new approach to authorship based …

Empowering Pre-Service Ecse Teachers Through Ai Simulation: Strengthening Family-Centered Iep Facilitation, Jody L. Shong

Essays in Education

Artificial intelligence (AI) is increasingly shaping instructional practice across educational contexts, yet its role in preparing early childhood special education (ECSE) teachers for complex relational work remains underexplored. Facilitating Individualized Education Program (IEP) meetings requires educators to integrate legal knowledge, developmental data, interdisciplinary collaboration, and family priorities within emotionally nuanced conversations. Many pre-service teachers enter the profession without structured opportunities to rehearse these responsibilities.

This article argues that AI-supported simulation represents a practical and equity-oriented approach to strengthening teacher preparation. Grounded in family–professional partnership theory, anti-bias education, and practice-based pedagogy, this manuscript examines how simulation can support relational competence while …

Case-Based Learning In Biology Education: A Systematic Literature Review, Elsje Theodora Maasawet, Jullya Christin Kolow

Journal of Educational Technology Development and Exchange (JETDE)

Biology education often relies on content-intensive instructional materials that may encourage rote memorisation rather than conceptual understanding, potentially contributing to misconceptions. Case-Based Learning (CBL) offers an alternative by engaging students in applying biological concepts to authentic, real-life cases and promoting meaningful learning. Despite growing empirical interest in CBL, no systematic literature review has specifically synthesised its application in biology education. This study therefore examined publication trends, learning skills addressed, and conceptualisations of CBL in biology education. Relevant literature was retrieved from Scopus and Web of Science using “Case-Based Learning” as the search term. Following PRISMA-guided screening, 42 articles were included …

Integrative Masters Project: Hold That Thought: An Original Picture Book, Jordana Blumberg

Graduate Student Independent Studies

Rooted in personal experience, this picture book follows a group of young children who each listen in their own unique way. The author drew from her own childhood memories of struggling to meet classroom expectations — particularly the challenge of holding back when she had something to say — to craft a story that validates the experiences of children who don't always fit the traditional mold of a "good listener."

A Strawberry’S Meaning, Ava Bauch, Michaela Barthel, Cacee Danielson, Brooke Kraft

OER Materials

This lesson plan provides a culturally responsive and interdisciplinary learning experience for second-grade students by integrating social studies, literacy, and character education through the topic of strawberries in Cherokee culture. Using the 5E instructional model students learn that items in nature can hold important meaning for different cultures. The lesson aligns with standards focused on identifying how people are influenced by their environment and how natural resources can shape traditions and beliefs. Students begin by discussing their own experiences with strawberries and sharing what strawberries mean to them. This opening activity activates prior knowledge and helps students understand that objects …

Strawberry Exploration: Using Our Senses, Ava Bauch, Michaela Barthel, Cacee Danielson, Brooke Kraft

OER Materials

This lesson plan provides an engaging inquiry-based science experience for second-grade students by using strawberries as a hands-on tool for exploring the five senses and developing observation skills. The lesson aligns with science standards focused on planning and conducting investigations based on observable properties. Students learn how scientists use their senses to gather information while also building communication and collaboration skills. The central focus is for students to investigate strawberries through sight, touch, smell, and taste, then record and compare their findings with classmates. The lesson begins with an introduction to the five senses through visuals and guided discussion. Students …

Case Study Of The Loch Ness Monster, Ava Bauch, Cami Mayo, Sean Savage

OER Materials

This lesson plan presents an engaging interdisciplinary learning experience for fourth-grade students that integrates social studies and language arts through the mystery of the Loch Ness Monster. Using the 5E instructional model, students investigate the legend while developing literacy and geographic reasoning skills. The lesson aligns with standards requiring students to make inferences using text evidence and use geographic tools to gather and report information. Students begin by examining a map of Scotland through See-Think-Wonder and Think-Pair-Share strategies, using observation and discussion to identify locations and making predictions about where the Loch Ness Monster story takes place. This opening activity …

Ecosystem Of The Loch Ness Monster, Ava Bauch, Cami Mayo, Sean Savage

OER Materials

This lesson plan provides an engaging interdisciplinary learning experience for fourth-grade students by combining language arts and science through the theme of the Loch Ness ecosystem. Using the 5E instructional model students build understanding of ecosystems, food webs, and informational text comprehension. The lesson aligns with standards focused on making inferences with text evidence and constructing arguments about how plants and animals use structures for survival, growth, and reproduction. Students begin by analyzing an image of the Loch Ness Monster and discussing what they see, think, and wonder. This introductory activity activates prior knowledge from earlier lessons while encouraging curiosity …

The Hidden Process Of Student Placements: Perspectives From Slp, Ot, And Pt Coordinators, Almara Jane Sidney Hutchinson

Graduate Theses, Dissertations, and Problem Reports (ETD)

This comparative multi-case study examined the unseen processes behind clinical placement planning in allied health education. Clinical placements are essential to preparing students in speech-language pathology (SLP), occupational therapy (OT), and physical therapy (PT); however, little research has explored how Directors and Coordinators of Clinical Education (DCE/CCEs) navigate the complex decision-making involved in planning these experiences. Guided by Greco and Myers’ (2024) framework conceptualizing placement planning as an interaction between process and experience, this study explored how coordinators described their planning processes and the role of student-centeredness within them.

Semi-structured interviews were conducted with 12 DCEs/CCEs representing SLP, OT, and …

Humanizing Education Through Subject-Centered Instruction: A Mixed Methods Case Study Of Engagement And Achievement In An Exploring Hip-Hop As Literature English Elective, Alicia Hyman-Peters

UNF Graduate Theses and Dissertations

This study examined how humanizing education through relationally-driven, subject-centered teaching affects student engagement, literacy, and achievement in an Exploring Hip-Hop as Literature English elective at a diverse high school in Northeast Florida. Drawing on Freire’s concept of humanization, Noddings’ Ethic of Care, Palmer’s focus on subject-centered learning, and the culturally relevant and sustaining pedagogies of Ladson-Billings, Paris, and Alim, the research investigated how humanized education restores meaning and connection to learning. Using a Convergent Parallel Mixed Methods Design, data from thirty students were gathered through surveys, participation and assignment records, standardized assessments, interviews, focus groups, and classroom observations. Quantitative findings …

Experiential Learning: Making It Matter In Early Childhood Preparation, Laura Mccorkle, Sheena Jennings, Dana Childress

Human Movement Studies & Special Education Faculty Publications

In recent years, the Division for Early Childhood (DEC) of the Council for Exceptional Children (CEC) has put forth recommendations for the field through the development of the Position Statement on Ethical Practice and Personnel Standards in Early Childhood Special Education. Additionally, principles outlined in the Early Childhood Education/Early Intervention/Early Childhood Special Education (ECE/EI/ECSE) Crosswalk and the DEC promote supervised, community-based learning across varied environments and the birth-to-age-8 continuum. This article, which includes four figures, provides support to faculty in developing experiential learning opportunities (ELOs) within their programs of study for EI, ECE, and/or ECSE preservice professionals.

Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv

Theses and Dissertations--Educational Leadership Studies

International schools allocate substantial resources to implement progressive curricular innovations; however, the advantages offered by these developments are contingent on their effective execution within classroom settings. This mixed methods action research (MMAR) study examined the implementation of the International Baccalaureate (IB) Global Context (GC) Strategy in the Middle Years Programme (MYP) at an international school in China and asked how the school might strengthen its capacity to enact this and similar innovations. Following a sequential MMAR design, a reconnaissance phase combined a whole-staff survey (n=87) with qualitative interviews to diagnose the individual, organizational, and contextual factors shaping implementation. Analyses identified …

Are Multiple-Choice And Open-Ended Assessments Consistent In Predicting Science Achievement? Multivariate Multilevel Evidence From Chinese Students And Schools, Quan Wu

Theses and Dissertations--Education Sciences

A multivariate multilevel model was developed and applied to secondary data from a large-scale science assessment of Grade 8 students in China to examine the consistency between multiple-choice and open-ended formats of assessment in predicting science achievement at the student and school levels. The sample included 44,534 students from 159 schools across two regions. Multivariate multilevel results indicated a moderately positive consistency between the two formats at the student level and a strongly positive consistency at the school level; these consistencies were stable across regions and did not depend on student and school characteristics. The findings have important practical implications …

Utilizing Cte Programs To Bridge The Expectations Gap Between Academia And Entrance Into The Global Workforce, Jose M. Gaspar

Murray State Theses and Dissertations

The purpose of this study was to examine whether completing high school Career and Technical Education (CTE) coursework, completing foreign language coursework, or participating in community college CTE programs predicted higher levels of postsecondary degree attainment. The study was designed to better understand how academic and technical pathways function within the P–20 system and how these pathways shape student perceptions and long-term educational outcomes. Participants in the study included individuals who had completed some level of postsecondary education and provided information on their high school and community college coursework experiences. Findings indicated that students who participated in both academic and …

Cognitive Support Apps For Students With Autism And Low-Incidence Disabilities, Isabella Salzgeber

Williams Honors College, Honors Research Projects

Preparing students for life after high school is one of the many goals teachers and parents have for their students or children. As educators, providing students with different tools to support them during and after the transition from high school is essential. There are many educational apps online, but finding apps that support a specific population of students can be difficult. Cognitive support apps, specifically for students with autism and low incidence disabilities, can be extremely useful tools for the classroom and beyond. These apps can range from basic daily reminders on a digital calendar, to apps that help students …

An Analysis Of Ohio's Advanced Quantitative Reasoning Course, Ethan A. Douglas

Williams Honors College, Honors Research Projects

Beginning in about 2018, The Ohio Department of Education and Workforce partnered with the Ohio Department of Higher Education and the Ohio Math Initiative to create a mathematics transition course to provide high school students with a class that could prepare them for a college entry-level mathematics course if they had not previously earned a remediation-free score. This course was titled “Mathematical Modeling and Reasoning” and has since been named, “Advanced Quantitative Reasoning” (AQR) and has become an Algebra II equivalent course where students can receive their final math credit to graduate. This study looked to compare students in Algebra …

Bison Detectives: Place Based Walk Lesson Plan For Msum Regional Science Center, Caylin Kelly

OER Materials

This lesson takes students on a detective walk at the MSUM Regional Science Center to answer the question, “How do we know bison lived in this area even though we do not see them?” Students observe a bison hide and look for clues in the prairie, such as tracks, bones, plants, and wallows. They share ideas, ask questions, and record their observations in a notebook. Students learn how to use evidence to support their ideas. This lesson connects students to local history and nature while helping them think like scientists.

Simulation Scenario Builder, Jami Monico

Instructional Materials: Graduate Medical Education

Simulation Scenario Builder is a structured Excel‑based tool designed to guide educators through the complete development of clinical simulation experiences. Organized according to the Healthcare Simulation Standards of Best Practice™, this builder ensures consistency, quality, and standardization when creating simulation activities for learners in health professions education. The file includes linked resources, fillable planning sections, and templates for scenario design, prebriefing, debriefing, learner preparation, assessment, fidelity planning, and evaluation.

“What Am I Reading This Draft For?” Using Reading Filters To Enhance Your Peer Feedback, Kaitlin Clinnin, Mellisa Huffman, Benjamin Keating

English Faculty Research

Reading is a key part of the peer feedback process, and yet how to read peer drafts often receives less attention than other stages of this process.1 As a result, students may ask, “What am I reading this draft for?” Within this question are student concerns about the rhetorical and pedagogical purposes of reading peer drafts as well as the students’ own credibility and ability to read peer work compared to other presumably more “expert” sources of feedback. The chapter helps students grasp the social and rhetorical purposes of reading for peer workshops. It then presents a set of reading …

Priming Students From Confucian-Heritage Culture For Success: Lessons From Music Pedagogy, Amanda Li

2026 Scholarly Teaching Conference: Concurrent Session Papers

Rising to more than 1.1 million in 2024, the number of international students in the United States continues to be a significant portion of the student population in higher education. Although no definitive number is readily available, anecdotal and my personal teaching experiences suggest that a sizable number of international students studying music in the United States are Chinese-native speakers from Confucian Heritage Cultures (CHC).

Much of the literature on Chinese international students is non-discipline specific, treating them as a homogenous whole. These students’ challenges and coping strategies are commonly categorized into language- and culture-related issues, which are inevitably intertwined. …

Rubric Enhanced Assessment Of Coursework And Teaching (React): Using Portfolios And Rubrics In An Engineering Classroom To Refocus From Grades To Learning, Nathan Lee Galinsky

2026 Scholarly Teaching Conference: Poster Session Papers

The goal of using rubrics in an engineering classroom is to make grading clearer for students and to enhance the learning efforts. Point based grading of work leaves students looking for the correct numerical solution or choice without thinking about their assumptions, process, or approximations. A rubric dissects grading to include the entire solution procedure emphasizing key steps in a solution procedure. Students also don’t have to wonder where partial credit will be focused or what emphasis a solution will be graded on when using rubrics. By combining the rubric assessment techniques with portfolios, students will be empowered to feel …

Generative Ai Peer Tutoring To Support Peer-Reviewed Source Identification And Evaluation, Rae Mair, Michelle Kelley, Taylar Wenzel, Andrea C. Borowczak, Yuqing Li, Mike Borowczak

Faculty Scholarship and Creative Works

This chapter explores the design and evaluation of a generative artificial intelligence peer tutor prompt to support college students in identifying and evaluating peer-reviewed sources for academic research. Grounded in literature on peer tutoring, Socratic dialogue, and AI-supported learning, the authors describe an iterative prompt engineering process designed to transform large language models (LLMs) into Socratic-style peer tutors capable of scaffolding student reasoning without completing tasks for them. Five guiding criteria for an effective peer tutor shaped development and evaluation: cognitive congruence, step-by-step guidance, avoiding giving answers, adaptability to student level, metacognitive transparency, and following assignment directions. Across multiple human-centered …

Working With Parents & Guardians: Asset-Based Communication + Conference Simulation (4-Day Sequence), Carissa State Gober

Open Educational Resources - Teaching and Learning

This four‑day instructional sequence prepares teacher candidates to communicate with parents and guardians using an asset‑based, professional, and ethically grounded approach. The unit emphasizes prioritizing student strengths, shared goals, and contextual understanding while avoiding deficit‑focused language. Candidates begin by engaging in a Socratic Seminar grounded in research on effective family communication, allowing them to surface key themes, misconceptions, and questions. They then learn a structured conference script, analyze communication tips embedded within it, and practice applying the format through peer role‑play. Subsequent sessions focus on selecting and presenting data in family‑friendly ways, reframing challenges into needs and supports, and using …

Connecting Classroom Physics To Real-World Research: A Citizen Science Approach In Ap Physics 1, Heather M. Landgarten

West Chester University Graduate Theses, Dissertations, and Final Projects

Advanced Placement (AP) Physics 1 emphasizes evidence-based reasoning, quantitative modeling, and scientific inquiry. However, secondary science instruction often remains focused on procedural problem solving and standardized assessment rather than authentic scientific practice. This study examined the integration of citizen science projects into an AP Physics 1 curriculum to provide students with authentic research experiences while reinforcing physics concepts during the post-AP examination instructional period.

Using a classroom-based mixed-methods pre–post design, students participated in citizen science activities through publicly available research platforms, including Zooniverse. Students collected and classified authentic scientific data, analyzed real-world datasets, developed research questions, compared observations with theoretical …

The Retrograde Pendulum: Reversing Course On Standards-Based Grading, Jay C. Percell

Faculty Publications - College of Education

This commentary details one large, suburban school district that, after a decade-long commitment to implementing standards-based grading (SBG), reversed course, abandoned the initiative, and returned to traditional grading. This article provides a postmortem of the ambitious reform effort, drawing upon previous research and recent district survey data from teachers and parents. Among the factors leading to the reform's reversal are that, despite a carefully planned, multi-year rollout, the initiative was unable to resolve persistent concerns about implementation inconsistency, student motivation, and the technology reporting platform. Internal pressures were exacerbated by external turmoil, including personnel turnover and the COVID-19 pandemic, and …

Professional Learning Community Implementation And Perceptions Of Influence On School Culture, Herbert L. Chambers Jr.

College of Graduate Studies: Theses & Dissertations

As school leaders strive to achieve educational success at all levels in schools, this research provided educational professionals with feedback on how the implementation of professional learning communities (PLCs) is perceived as influencing school culture. The purpose of this non-experimental quantitative survey design was to examine how educators perceived that school culture is influenced by the practice of PLCs. Descriptive statistics were calculated for 57 survey items. This research design provided the perceptions of school leaders, teachers, and support staff at the elementary, middle, and high school levels based on five identified dimensions of the Professional Learning Community Assessment – …

Academic Outcomes Of Associate Degree Transfer Students From Selected Two-Year Campuses To A Public Urban Research University In The Northeast U.S: An Empirical Analysis Using Administrative Unit Record Data, Michelle Bianchi

Electronic Theses & Dissertations (2024 - present)

This study examined academic outcomes for associate degree transfer students at an urban, public research university in the Northeast United States. In particular, this study examined differences in rates of retention, rates of graduation, and cumulative upper-division grade point average (GPA) at graduation between associate degree transfers and direct-entry undergraduates at the same institution, taking into account the two-year college attended. This approach provides a lens into campus effects, considering the profiles of associate degree transfers from identified two-year colleges to search for similarities and differences in academic outcomes for transfers by two-year college attended.

The study relied on student-level …

Ai Policy In Virginia Public Schools: A Comparative Analysis, Jesse Senechal, Jamelle Simmons, Jonathan D. Becker, Melissa Ware, Michael Broda, Kindy Anderson, Eric Byers, Kiana Bradford, Thea Racelis, Meleah Ellison

MERC Publications

This MERC research and policy review explores policy implications of artificial intelligence (AI) in Virginia public schools. It is part of a two part series with a companion report focused on AI implications for PK-12 teaching and learning. The report has two parts:

1. A review of the AI policy landscape around PK-12 education
2. Virginia AI policy analysis

It concludes with a series of key takeaways and recommendations for PK-12 policy and practice.

Ai In Pk-12 Education: Implications For Teaching And Learning, David Naff, Meleah Ellison, Casey Bailey, Tzu-Wei Wang, Kiana Bradford

MERC Publications

This research and policy review from the Metropolitan Educational Research Consortium (MERC) explores the implications of artificial intelligence (AI) for teaching and learning in public PK-12 education. It is part of a two part series with a companion report focused on AI implications for PK-12 policy. The report explores two questions:

1. How is AI shaping teaching and instructional practice?
2. How is AI shaping student learning and development?

It concludes with a series of key takeaways and recommendations for PK-12 policy and practice.