Classroom Practice

Facilitating Student Argumentation Around Socioscientific Issues Through Productive Discourse and Negotiation Toward Consensus

Controversial topics that arise in science classrooms, especially those of social relevance (e.g., the climate crisis), provide opportunities to help students learn about and discuss contradictory ideas they may encounter in their everyday experiences. Such topics may also be challenging to teach, but scaffolding may facilitate effective instruction. We describe one type of instructional scaffolding, the Model-Evidence Link (MEL) activity, that supports students’ reasoning when evaluating connections between lines of evidence and competing explanations about phenomena.

Author/Presenter

Donna Governor

Carla McAuliffe

Lorraine Ramirez Villarin

Timothy G. Klavon

Julianne E. van Meerten

Drea Rachel

Sanlyn Buxner

Janelle M. Bailey

Doug Lombardi

Lead Organization(s)
Year
2025
Short Description

Controversial topics that arise in science classrooms, especially those of social relevance (e.g., the climate crisis), provide opportunities to help students learn about and discuss contradictory ideas they may encounter in their everyday experiences. Such topics may also be challenging to teach, but scaffolding may facilitate effective instruction. We describe one type of instructional scaffolding, the Model-Evidence Link (MEL) activity, that supports students’ reasoning when evaluating connections between lines of evidence and competing explanations about phenomena.

Transforming Teachers’ Roles and Agencies in the Era of Generative AI: Perceptions, Acceptance, Knowledge, and Practices

This paper explores the transformative impact of generative artificial intelligence (GenAI) on teachers’ roles and agencies in education, presenting a comprehensive framework that addresses teachers’ perceptions, knowledge, acceptance, and practices of GenAI. As GenAI technologies, such as ChatGPT, become increasingly integrated into educational settings, both in-service and future teachers are required to adapt to evolving classroom dynamics, where AI plays a significant role in content creation, personalized learning, and student engagement.

Author/Presenter

Xiaoming Zhai

Lead Organization(s)
Year
2024
Short Description

This paper explores the transformative impact of generative artificial intelligence (GenAI) on teachers’ roles and agencies in education, presenting a comprehensive framework that addresses teachers’ perceptions, knowledge, acceptance, and practices of GenAI.

Toward Ontological Alignment: Coordinating Student Ideas with the Representational System of a Computational Modeling Unit for Science Learning

Computational modeling tools present unique opportunities and challenges for student learning. Each tool has a representational system that impacts the kinds of explorations students engage in. Inquiry aligned with a tool’s representational system can support more productive engagement toward target learning goals. However, little research has examined how teachers can make visible the ways students’ ideas about a phenomenon can be expressed and explored within a tool’s representational system.

Author/Presenter

Aditi Wagh

Leah F. Rosenbaum

Tamar Fuhrmann

Adelmo Eloy

Paulo Blikstein

Michelle Wilkerson

Year
2024
Short Description

Computational modeling tools present unique opportunities and challenges for student learning. Each tool has a representational system that impacts the kinds of explorations students engage in. Inquiry aligned with a tool’s representational system can support more productive engagement toward target learning goals. However, little research has examined how teachers can make visible the ways students’ ideas about a phenomenon can be expressed and explored within a tool’s representational system. In this paper, we elaborate on the construct of ontological alignment—that is, identifying and leveraging points of resonance between students’ existing ideas and the representational system of a tool.

Toward a Framework of Culturally Relevant Science and Mathematics Pedagogy: A Pedagogical and Analytical Tool for Teacher Education

In this article, we present a framework of culturally relevant science and mathematics pedagogy (CRSMP), which is grounded in the tenets of culturally relevant pedagogy. It delineates practices ranging from the most accessible and easy-to-implement, to the most challenging and often contentious ways to teach mathematics and science. We provide examples of CRSMP that re-position marginalized learners in relation to science and mathematics.

Author/Presenter

Paula A. Magee

Craig Willey

Lead Organization(s)
Year
2024
Short Description

In this article, we present a framework of culturally relevant science and mathematics pedagogy (CRSMP), which is grounded in the tenets of culturally relevant pedagogy. It delineates practices ranging from the most accessible and easy-to-implement, to the most challenging and often contentious ways to teach mathematics and science.

Preservice Teachers’ Early Lesson Planning for Justice-Oriented Elementary Science

Building on the literature, we designed a practical framework to support attention to equity and justice in science teacher education coursework. This framework presents four approaches for including justice moves in elementary science lessons, from increasing opportunity and access in science, to increasing identity and representation in science, to expanding what counts as science, to seeing science as a part of justice movements.

Author/Presenter

Elizabeth A. Davis

Jessica Bautista

Lead Organization(s)
Year
2024
Short Description

Building on the literature, we designed a practical framework to support attention to equity and justice in science teacher education coursework. This framework presents four approaches for including justice moves in elementary science lessons, from increasing opportunity and access in science, to increasing identity and representation in science, to expanding what counts as science, to seeing science as a part of justice movements. We analyzed the lesson plans of 16 preservice elementary teachers who were using the practical justice framework in their very first lesson planning experience.

Exploring Teachers’ Eye-Tracking Data and Professional Noticing When Viewing a 360 Video of Elementary Mathematics

Research incorporating either eye-tracking technology or immersive technology (virtual reality and 360 video) into studying teachers’ professional noticing is recent. Yet, such technologies allow a better understanding of the embodied nature of professional noticing. Thus, the goal of the current study is to examine how teachers’ eye-gaze in immersive representations of practice correspond to their attending to children’s mathematics.

Author/Presenter

Karl W. Kosko

Richard E. Ferdig

Chris Lenart

Jennifer Heisler

Qiang Guan

Lead Organization(s)
Year
2024
Short Description

Research incorporating either eye-tracking technology or immersive technology (virtual reality and 360 video) into studying teachers’ professional noticing is recent. Yet, such technologies allow a better understanding of the embodied nature of professional noticing. Thus, the goal of the current study is to examine how teachers’ eye-gaze in immersive representations of practice correspond to their attending to children’s mathematics.

Decentering to Support Responsive Teaching for Middle School Students

A classroom study was conducted to understand how to engage in responsive teaching with 18 seventh grade students at three stages of units coordination during a unit on proportional reasoning co-taught by the first author and classroom teacher. In the unit, students worked on making two cars travel the same speed. Students at all three stages of units coordination learned to do so, as reported elsewhere (Hackenberg et al., 2023). This paper focuses on the practice of inquiring responsively in small groups.

Author/Presenter

Amy J. Hackenberg

Fetiye Aydeniz Temizer

Rebecca S. Borowski

Lead Organization(s)
Year
2024
Short Description

A classroom study was conducted to understand how to engage in responsive teaching with 18 seventh grade students at three stages of units coordination during a unit on proportional reasoning co-taught by the first author and classroom teacher. This paper focuses on the practice of inquiring responsively in small groups.

Combining Natural Language Processing with Epistemic Network Analysis to Investigate Student Knowledge Integration within an AI Dialog

In this study, we used Epistemic Network Analysis (ENA) to represent data generated by Natural Language Processing (NLP) analytics during an activity based on the Knowledge Integration (KI) framework. The activity features a web-based adaptive dialog about energy transfer in photosynthesis and cellular respiration. Students write an initial explanation, respond to two adaptive prompts in the dialog, and write a revised explanation. The NLP models score the KI level of the initial and revised explanations. They also detect the ideas in the explanations and the dialog responses.

Author/Presenter

Weiying Li

Hsin-Yi Chang

Allison Bradford

Libby Gerard

Marcia C. Linn

Year
2024
Short Description

In this study, we used Epistemic Network Analysis (ENA) to represent data generated by Natural Language Processing (NLP) analytics during an activity based on the Knowledge Integration (KI) framework. The activity features a web-based adaptive dialog about energy transfer in photosynthesis and cellular respiration.

What Should We Investigate? Using a Classroom Decomposition Chamber to Support the Development of Investigation Questions

In this article, we describe how we use classroom phenomena to help fifth grade students develop testable questions and productive investigations. Engaging students in observing and seeking to explain a classroom decomposition chamber has helped them to engage more successfully in the science and engineering practices (SEPs) of asking questions, planning and carrying out investigations, and constructing explanations.

Author/Presenter

Eve Manz

Annabel Stoler

Lorin Federico

Samantha Patton

Lindsay Weaver

Genelle Diaz Silveira

Souhaila Nassar

Lead Organization(s)
Year
2024
Short Description

In this article, we describe how we use classroom phenomena to help fifth grade students develop testable questions and productive investigations. Engaging students in observing and seeking to explain a classroom decomposition chamber has helped them to engage more successfully in the science and engineering practices (SEPs) of asking questions, planning and carrying out investigations, and constructing explanations.

Individual Awareness to Systemic Action: Expanding Students’ Project with Civic Action Matrix

Despite a growing effort to integrate students’ civic action projects into science and engineering curricula that address climate change and environmental justice, there are few frameworks that guide teachers and students to make well-informed decisions and actions towards a more just and sustainable future. This article presents a tool, Civic Action Matrix, that characterizes different types of students’ civic action projects.

Author/Presenter

Daniel Lieu

Nelly Tsai

Jessica Yett

Hosun Kang

Year
2025
Short Description

Despite a growing effort to integrate students’ civic action projects into science and engineering curricula that address climate change and environmental justice, there are few frameworks that guide teachers and students to make well-informed decisions and actions towards a more just and sustainable future. This article presents a tool, Civic Action Matrix, that characterizes different types of students’ civic action projects. The tool attends to two dimensions of activities that capture important aspects of learning–the development of student agency and understanding the complexity of climate and environmental issues.