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This article pilots ChatGPT in tackling the most challenging part of science learning and found it successful in automation of assessment development, grading, learning guidance, and recommendation of learning materials…
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Artificial Intelligence (AI) is prevalent in nearly every aspect of our lives. However, recent studies have found a significant amount of confusion and misunderstanding surrounding AI. To develop effective educational…
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This report takes stock of what we currently know as well as what we need to know to make classroom assessment maximally beneficial for the teaching and learning of STEM subject matter in K–12 classrooms…
Can Generative AI and ChatGPT Outperform Humans on Cognitive-Demanding Problem-Solving Tasks in Science?
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This study aimed to examine an assumption regarding whether generative artificial intelligence (GAI) tools can overcome the cognitive intensity that humans suffer when solving problems. We examine the performance of…
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In this report section, we discuss the importance of aligning classroom assessments with learning goals and instructional practices to both shape and evaluate students’ learning opportunities.
In this…
Scaling STEM-ID—Research Strategies to Inform Initial Scaling of Middle School Engineering Curricula
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This work-in-progress paper discusses a three-year middle school Engineering and Technology course sequence that integrates foundational mathematics and science in an engineering context through challenges that introduce…
Justice-Centered STEM Education with Multilingual Learners: Conceptual Framework and Initial Inquiry into Pre-service Teachers’ Sense-Making
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Our conceptual framework for justice-centered STEM education engages all students in multiple STEM subjects, including data science and computer science, to explain and design solutions to pressing societal challenges and…
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This section presents an overview of critical developments in technology-driven, classroom-based innovative assessment practices. It uses a framework organized around cognitive constructs, assessment functionality, and…
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A curriculum developer on the DataPBL project details his journey searching for data about the Japanese American internment for 8th grade students to explore with CODAP.
A curriculum developer on the…
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The DataPBL project enlisted a team of teachers, data science educators, and researchers to co-design data experiences for the eighth grade Japanese American Internment curriculum module developed by EL Education…
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Rachel Folger laughs when she recounts the time one of the students in her eighth grade social studies class exclaimed, “Whoa, Ms. Folger! Did you know that this is just what we’re doing in math?” Rachel is thrilled that…
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The real-time detection of when a player is struggling presents an opportunity for game designers to design timely and meaningful interventions, as well as to provide targeted support that improves student learning and…
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This is the project-created training course for new users to learn about the STEM-OP and how to use it.
This is the project-created training course for new users to learn about the STEM-OP and how to…
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This book is a guide for K-12 school leaders and educators who are planning to implement new bilingual and dual language (BDL) elementary programs for multilingual learners in the United States, focusing on the integration…
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The ability for an educational game designer to understand their audience's play styles and resulting experience is an essential tool for improving their game's design. In this paper we present a simple, reusable process…
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In this paper we use an existing history learning game with an active audience as a research platform for exploring how humor and "snarkiness" in the dialog script affect students' progression and attitudes about the game…
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Educational games are an increasingly popular teaching tool in modern classrooms. However, the development of complementary tools for teachers facilitating classroom gameplay is lacking. We present the results of a…
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This site provides three synchronous and six asynchronous culturally responsive lessons for integrating engineering in elementary classes.
This site provides three synchronous and six asynchronous…
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This collection provides K-12 math and science curriculum units and practice guides authored by INE educators, as well as culturally responsive resources for educators and counselors.
This collection…
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StoryMaker is a powerful learning platform developed by PBS NewsHour Student Reporting Labs to build the next generation of media creators through media-making projects. These lesson plans and activities provide a strong…
Using Artificial Intelligence Teaching Assistants to Guide Students in Solar Energy Engineering Design
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Engineering projects, such as designing a solar farm that converts solar radiation shined on the Earth into electricity, engage students in addressing real-world challenges by learning and applying geoscience knowledge. To…
Getting Unstuck Together: Creating Personally Authentic Programming Projects in a 4th Grade Classroom
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Teachers play a central role in designing structures which encourage the development of students’ individual creative capacity and the classroom’s sense of community. We offer considerations for designing engaging and…
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In this CADRE brief, the authors Jeremy Price and Shuchi Grover explore the exciting possibilities and critical challenges of generative AI (GenAI) for STEM teaching. They examine how GenAI may shape STEM classrooms in the…
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In this brief, The Potential of Using AI to Improve Student Learning in STEM: Now and in the Future, the authors examine the promise of AI as learning partner for students that offers personalized support and scaffolding…
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Students benefit from dialogs about their explanations of complex scientific phenomena, and middle school science teachers cannot realistically provide all the guidance they need. We study ways to extend generative teacher…
Unpacking the Nuances: An Exploratory Multilevel Analysis on the Operationalization of Integrated STEM Education and Student Attitudinal Change
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Integrated STEM education (iSTEM) is recognized for its potential to improve students’ scientific and mathematical knowledge, as well as to nurture positive attitudes toward STEM, which are essential for motivating…
Employing Automatic Analysis Tools Aligned to Learning Progressions to Assess Knowledge Application and Support Learning in STEM
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We discuss transforming STEM education using three aspects: learning progressions (LPs), constructed response performance assessments, and artificial intelligence (AI). Using LPs to inform instruction, curriculum, and…
Transforming Teachers’ Roles and Agencies in the Era of Generative AI: Perceptions, Acceptance, Knowledge, and Practices
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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…
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Socioscientific issues (SSI) are problems involving the deliberate use of scientific topics that require students to engage in dialogue, discussion, and debate. The purpose of this project is to utilize issues that are…
STEM Teacher Characteristics and Mobility: Longitudinal Evidence from the American Midwest, 2010 Through 2023
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This study examines the demographics, qualifications, and turnover of STEM teachers in Kansas and Missouri—two contiguous, predominantly rural states in the Midwestern region of the United States. The existing literature…
Expanding Uses of the STEM Observation Protocol (STEM-OP): Secondary Science Teachers’ Reflections on Integrated STEM Practice
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There are few guidelines related to how to implement integrated STEM education in the K-12 science classroom. It is important that teachers have opportunities to reflect on integrated STEM instruction when implemented so…
A View of Computer-Supported Collaborative Learning Research and its Lessons for Future-Generation Collaboration Systems
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Stahl, G. (2012f). A view of computer-supported collaborative learning research and its lessons for future-generation collaboration systems. Future Generation Computer Systems.
ABSTRACT:
This is a review of research on…
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Jiang, Z., White, A. & Rosenwasser, A. (2011). Randomized Control Trials on the Dynamic Geometry Approach. Journal of Mathematics Education at Teachers College, Vol. 2, No. 2.
ABSTRACT:
The project reported…
Can Dynamic Visualizations Improve Middle School Students’ Understanding of Energy in Photosynthesis?
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Ryoo, K. & Linn, M.C. (2012). Can Dynamic Visualizations Improve Middle School Students’ Understanding of Energy in Photosynthesis? Journal of Research in Science Teaching, 49(2), 218-243.
ABSTRACT:
Dynamic…
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Previous research suggests the value of technology-enhanced materials that guide learners to use dynamic, interactive visualizations of science phenomena. The power of these visualizations to improve student understanding…
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Gerard, L.F., Varma, K., Corliss, S., & Linn, M.C (2011). Professional development in technology-enhanced science. Review of Educational Research. 81(3), 408 – 448
ABSTRACT:
The knowledge integration framework is used…
Investigations of a Complex, Realistic Task: Intentional, Unsystematic, and Exhaustive Experimenters
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McElhaney, K.W. & Linn, M.C. (2011). Investigations of a Complex, Realistic Task: Intentional, Unsystematic, and Exhaustive Experimenters. Journal of Research in Science Teaching, 48(7), 745-770.
ABSTRACT:
This study…
School Principals’ Influence on Science Teachers’ Technology Implementation: A Retrospective Analysis
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Peled, Y. Kali, Y. & Dori Y.J. (2011). School principals' influence on science teachers' technology implementation: A retrospective analysis. International Journal of Leadership in Education, 14(2), 229-245.
ABSTRACT…
Using Interactive Technology to Support Students’ Understanding of the Greenhouse Effect and Global Warming
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Varma, K. & Linn, M. C. (2011). "Using Interactive Technology to Support Students’ Understanding of the Greenhouse Effect and Global Warming." Journal of Science Education and Technology. DOI: 10.1007/s10956-011-9337-9…
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On February 10th, 2012, five Fellows presented on the work of their projects. Many thanks to the presenters and to the audience of Fellows who followed up each presentation with great questions and discussion.
Due to…
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About this Playbook The Digital Textbook Playbook is a guide to help K-12 educators and administrators advance the conversation toward building a rich digital learning experience. This Playbook offers information about…
Compendium of Research Instruments for STEM Education, PART I: Teacher Practices, PCK, and Content Knowledge
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The purpose of this compendium is to provide an overview on the current status of STEM instrumentation commonly used in the U.S and to provide resources for research and evaluation professionals. Part 1 of a two-part…
Partnering with Users to Develop STEM Education Materials: Insights from Discovery Research K-12 Projects
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This brief suggests practical ways of engaging teachers and other “end-users” in projects that develop materials for education in the areas of science, technology, engineering, and math (STEM). Projects described in this…
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Technology
Presentation
Elementary
Kimberle Koile
Andee Rubin
2010…
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Join the panelists from the plenary presentation to continue conversations about common standards in each of the STEM disciplines.
Assessment
Curriculum
Equity…
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Professional development environments that include digital video allow for the examination of children at work, opportunities to look at students over time, and analysis of the teacher’s decision making. This observation…
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The National Science Foundation (NSF) Division of Research on Learning in Formal and Informal Settings (DRL) maintains a portfolio of complementary programs aimed at improving science, technology, engineering, and…
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This report is an overview of the projects in the DR K-12 portfolio.
This report is an overview of the projects in the DR K-12 portfolio.
Engineering…