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Resource | Challenges and Opportunities in Teaching and Learning Data Literacy through Art
Achieving data literacy is challenging when schools narrowly focus on statistical reasoning rather than on meaning- and inference-making. Without attention to the social contexts of data, learners can fail to develop a critical stance toward data, to understand the nature and production of data, the questions that it can answer, and the ways that data can be used to inform and misinform. We…
Achieving data literacy is challenging when schools narrowly focus on statistical reasoning rather than on meaning- and inference-making. Without attention to the social contexts of data, learners can fail to develop a critical stance toward data, to understand the nature and production of data, the questions that it can answer, and the ways that data can be used to inform and misinform. We…
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Resource | Challenges and Opportunities in Teaching and Learning Data Literacy through Art
Achieving data literacy is challenging when schools narrowly focus on statistical reasoning rather than on meaning- and inference-making. Without attention to the social contexts of data, learners can fail to develop a critical stance toward data, to understand the nature and production of data, the questions that it can answer, and the ways that data can be used to inform and misinform. We…
Achieving data literacy is challenging when schools narrowly focus on statistical reasoning rather than on meaning- and inference-making. Without attention to the social contexts of data, learners can fail to develop a critical stance toward data, to understand the nature and production of data, the questions that it can answer, and the ways that data can be used to inform and misinform. We…
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Resource | Dancing with Data: Embodying the Numerical and Humanistic Sides of Data
Data literacy is important for supporting individuals to incorporate information from research studies into their own perspectives and decision-making processes. However, it can be challenging for students to read, understand, and relate to data. Students have to be able to traverse the representational forms that data takes on (i.e., numerical, graphical, etc.) and connect it to their…
Data literacy is important for supporting individuals to incorporate information from research studies into their own perspectives and decision-making processes. However, it can be challenging for students to read, understand, and relate to data. Students have to be able to traverse the representational forms that data takes on (i.e., numerical, graphical, etc.) and connect it to their…
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Resource | Dancing with Data: Embodying the Numerical and Humanistic Sides of Data
Data literacy is important for supporting individuals to incorporate information from research studies into their own perspectives and decision-making processes. However, it can be challenging for students to read, understand, and relate to data. Students have to be able to traverse the representational forms that data takes on (i.e., numerical, graphical, etc.) and connect it to their…
Data literacy is important for supporting individuals to incorporate information from research studies into their own perspectives and decision-making processes. However, it can be challenging for students to read, understand, and relate to data. Students have to be able to traverse the representational forms that data takes on (i.e., numerical, graphical, etc.) and connect it to their…
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Resource | Dancing with Data: Embodying the Numerical and Humanistic Sides of Data
Data literacy is important for supporting individuals to incorporate information from research studies into their own perspectives and decision-making processes. However, it can be challenging for students to read, understand, and relate to data. Students have to be able to traverse the representational forms that data takes on (i.e., numerical, graphical, etc.) and connect it to their…
Data literacy is important for supporting individuals to incorporate information from research studies into their own perspectives and decision-making processes. However, it can be challenging for students to read, understand, and relate to data. Students have to be able to traverse the representational forms that data takes on (i.e., numerical, graphical, etc.) and connect it to their…
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Resource | "I Happen to Be One of 47.8%": Social-Emotional and Data Reasoning in Middle School Students' Comics about Friendship
Effective data literacy instruction requires that learners move beyond understanding statistics to being able to humanize data through a contextual understanding of argumentation and reasoning in the real-world. In this paper, we explore the implementation of a co-designed data comic unit about adolescent friendships. The 7th grade unit involved students analyzing data graphs about adolescent…
Effective data literacy instruction requires that learners move beyond understanding statistics to being able to humanize data through a contextual understanding of argumentation and reasoning in the real-world. In this paper, we explore the implementation of a co-designed data comic unit about adolescent friendships. The 7th grade unit involved students analyzing data graphs about adolescent…
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Resource | "I Happen to Be One of 47.8%": Social-Emotional and Data Reasoning in Middle School Students' Comics about Friendship
Effective data literacy instruction requires that learners move beyond understanding statistics to being able to humanize data through a contextual understanding of argumentation and reasoning in the real-world. In this paper, we explore the implementation of a co-designed data comic unit about adolescent friendships. The 7th grade unit involved students analyzing data graphs about adolescent…
Effective data literacy instruction requires that learners move beyond understanding statistics to being able to humanize data through a contextual understanding of argumentation and reasoning in the real-world. In this paper, we explore the implementation of a co-designed data comic unit about adolescent friendships. The 7th grade unit involved students analyzing data graphs about adolescent…
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Resource | "I Happen to Be One of 47.8%": Social-Emotional and Data Reasoning in Middle School Students' Comics about Friendship
Effective data literacy instruction requires that learners move beyond understanding statistics to being able to humanize data through a contextual understanding of argumentation and reasoning in the real-world. In this paper, we explore the implementation of a co-designed data comic unit about adolescent friendships. The 7th grade unit involved students analyzing data graphs about adolescent…
Effective data literacy instruction requires that learners move beyond understanding statistics to being able to humanize data through a contextual understanding of argumentation and reasoning in the real-world. In this paper, we explore the implementation of a co-designed data comic unit about adolescent friendships. The 7th grade unit involved students analyzing data graphs about adolescent…
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Resource | Accessible Physics for All
This article describes the experience of using the InquirySpace software in a classroom that practices full inclusion for ninth grade physics. Haavind S. & Murtha, M. (2020). Accessible physics for all. The Science Teacher. 54-58.
This article describes the experience of using the InquirySpace software in a classroom that practices full inclusion for ninth grade physics. Haavind S. & Murtha, M. (2020). Accessible physics for all. The Science Teacher. 54-58.
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Resource | Innovator Interview: Steve Roderick
The Concord Consortium. (2021). Innovator Interview: Steve Roderick. @Concord, 25(1), 15.
The Concord Consortium. (2021). Innovator Interview: Steve Roderick. @Concord, 25(1), 15.
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Resource | Co-Designing for Privacy, Transparency, and Trust in K-12 Learning Analytics
The process of using Learning Analytics (LA) to improve teaching works from the assumption that data should be readily shared between stakeholders in an educational organization. However, the design of LA tools often does not account for considerations such as data privacy, transparency and trust among stakeholders. Research in human-centered design of LA does attend to these questions,…
The process of using Learning Analytics (LA) to improve teaching works from the assumption that data should be readily shared between stakeholders in an educational organization. However, the design of LA tools often does not account for considerations such as data privacy, transparency and trust among stakeholders. Research in human-centered design of LA does attend to these questions,…
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Resource | When Should I Use a Measure to Support InstructionalImprovement at Scale? The Importance of Considering BothIntended and Actual Use in Validity Arguments
Despite the ease of accessing a wide range of measures, little attention is given to validity arguments when considering whether to use the measure for a new purpose or in a different context. Making a validity argument has historically focused on the intended interpretation and use. There has been a press to consider both the intended and actual interpretations and how users make sense of the…
Despite the ease of accessing a wide range of measures, little attention is given to validity arguments when considering whether to use the measure for a new purpose or in a different context. Making a validity argument has historically focused on the intended interpretation and use. There has been a press to consider both the intended and actual interpretations and how users make sense of the…
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Resource | Making Sense of Sensemaking: Understanding How K–12 Teachers and Coaches React to Visual Analytics
With the spread of learning analytics (LA) dashboards in K-12 schools, educators are increasingly expected to make sense of data to inform instruction. However, numerous features of school settings, such as specialized vantage points of educators, may lead to different ways of looking at data. This observation motivates the need to carefully observe and account for the ways data sensemaking…
With the spread of learning analytics (LA) dashboards in K-12 schools, educators are increasingly expected to make sense of data to inform instruction. However, numerous features of school settings, such as specialized vantage points of educators, may lead to different ways of looking at data. This observation motivates the need to carefully observe and account for the ways data sensemaking…
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Resource | Person Early College Sees Success with the Project-Based Inquiry (PBI) Global Program
Globally relevant, action-oriented learning, like Project-Based Inquiry (PBI) Global, is a powerful tool to increase classroom engagement and help students understand the world in which they live. Today, Person Early College for Innovation and Leadership (PECIL) is engaged in their fourth year of collaboration with the Friday Institute for Educational Innovation’s PBI Global team. Policastro, S…
Globally relevant, action-oriented learning, like Project-Based Inquiry (PBI) Global, is a powerful tool to increase classroom engagement and help students understand the world in which they live. Today, Person Early College for Innovation and Leadership (PECIL) is engaged in their fourth year of collaboration with the Friday Institute for Educational Innovation’s PBI Global team. Policastro, S…
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Resource | How to Engage Students in Addressing Global Problems
In a project designed to help create the next generation of problem-solvers, North Carolina State University researchers challenged a group of 11th graders to investigate and find solutions to a global problem: that billions of people lack access to clean water and sanitation services. Oleniacz, L.J. (2021, June 2). How to engage students in addressing global problems. The Friday Institute for…
In a project designed to help create the next generation of problem-solvers, North Carolina State University researchers challenged a group of 11th graders to investigate and find solutions to a global problem: that billions of people lack access to clean water and sanitation services. Oleniacz, L.J. (2021, June 2). How to engage students in addressing global problems. The Friday Institute for…
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Resource | North Carolina Students Engage in Purpose-Driven Inquiry to Address Global Challenges
This week is Global Goals week — an annual week of action, awareness, and accountability for the United Nations’ Sustainable Development Goals, which are aimed at addressing global challenges like poverty and hunger. In North Carolina, two schools have integrated purpose-driven, interdisciplinary, and collaborative inquiry into their classrooms to empower students and teachers as local and global…
This week is Global Goals week — an annual week of action, awareness, and accountability for the United Nations’ Sustainable Development Goals, which are aimed at addressing global challenges like poverty and hunger. In North Carolina, two schools have integrated purpose-driven, interdisciplinary, and collaborative inquiry into their classrooms to empower students and teachers as local and global…
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Resource | “We Are the Future”: Critical Inquiry and Social Action in the Classroom
This study explored how engaging in critical inquiry through Project-Based Inquiry (PBI) Global fostered social action with high school students. Drawing on theoretical perspectives from critical inquiry and social action and employing a collective case study approach, we focused on six diverse students from two of the 18 teams who participated in a PBI Global examining global water and…
This study explored how engaging in critical inquiry through Project-Based Inquiry (PBI) Global fostered social action with high school students. Drawing on theoretical perspectives from critical inquiry and social action and employing a collective case study approach, we focused on six diverse students from two of the 18 teams who participated in a PBI Global examining global water and…
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Resource | Training a New Generation of Problem Solvers: Innovation in STEM Education
Humankind faces unprecedented environmental, social, and economic challenges. There is a critical need for STEM education to foster both science learning and the application of learning to problem solving. At the University of Utah, Professor Nancy Butler Songer and her collaborators have developed a suite of interdisciplinary instructional and field-based data collection resources offering…
Humankind faces unprecedented environmental, social, and economic challenges. There is a critical need for STEM education to foster both science learning and the application of learning to problem solving. At the University of Utah, Professor Nancy Butler Songer and her collaborators have developed a suite of interdisciplinary instructional and field-based data collection resources offering…
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Resource | Training a New Generation of Problem Solvers: How Can Education Programs Develop the Problem-Solving Skills of Today's Schoolchildren and Tomorrow's STEM Workforce?
Songer, N.B. (2022 April) Training a new generation of problem solvers: How can education programs develop the problem-solving skills of today's schoolchildren and tomorrow's STEM workforce? Open Access Government.
Songer, N.B. (2022 April) Training a new generation of problem solvers: How can education programs develop the problem-solving skills of today's schoolchildren and tomorrow's STEM workforce? Open Access Government.
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Resource | Longitudinal Clustering of Students’ Self-Regulated Learning Behaviors in Engineering Design
It is vital to develop an understanding of students' self-regulatory processes in the domains of STEM (Science, Technology, Engineering, and Mathematics) for the quality delivery of STEM education. However, most studies have followed a variable-centered approach, leaving open the question of how specific SRL (Self-regulated Learning) behaviors group within individual learners. Furthermore, little…
It is vital to develop an understanding of students' self-regulatory processes in the domains of STEM (Science, Technology, Engineering, and Mathematics) for the quality delivery of STEM education. However, most studies have followed a variable-centered approach, leaving open the question of how specific SRL (Self-regulated Learning) behaviors group within individual learners. Furthermore, little…
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Resource | Examining Temporal Dynamics of Self-Regulated Learning Behaviors in STEM Learning: A Network Approach
From a network perspective, self-regulated learning (SRL) can be conceptualized as networks of mutually interacting self-regulatory learning behaviors. Nevertheless, the research on how SRL behaviors dynamically interact over time in a network architecture is still in its infancy, especially in the context of STEM (sciences, technology, engineering, and math) learning. In the present paper, we…
From a network perspective, self-regulated learning (SRL) can be conceptualized as networks of mutually interacting self-regulatory learning behaviors. Nevertheless, the research on how SRL behaviors dynamically interact over time in a network architecture is still in its infancy, especially in the context of STEM (sciences, technology, engineering, and math) learning. In the present paper, we…
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Resource | Classroom Orchestration of Computer Simulations for Science and Engineering Learning: A Multiple-Case Study Approach
This multiple case study focused on the implementation of a computer-aided design (CAD) simulation to help students engage in engineering design to learn science concepts. Our findings describe three case studies that adopted the same learning design and adapted it to three different populations, settings, and classroom contexts: at the middle-school, high-school, and pre-service teaching levels…
This multiple case study focused on the implementation of a computer-aided design (CAD) simulation to help students engage in engineering design to learn science concepts. Our findings describe three case studies that adopted the same learning design and adapted it to three different populations, settings, and classroom contexts: at the middle-school, high-school, and pre-service teaching levels…
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Resource | Classroom Orchestration of Computer Simulations for Science and Engineering Learning: A Multiple-Case Study Approach
This multiple case study focused on the implementation of a computer-aided design (CAD) simulation to help students engage in engineering design to learn science concepts. Our findings describe three case studies that adopted the same learning design and adapted it to three different populations, settings, and classroom contexts: at the middle-school, high-school, and pre-service teaching levels…
This multiple case study focused on the implementation of a computer-aided design (CAD) simulation to help students engage in engineering design to learn science concepts. Our findings describe three case studies that adopted the same learning design and adapted it to three different populations, settings, and classroom contexts: at the middle-school, high-school, and pre-service teaching levels…
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Resource | Classroom Orchestration of Computer Simulations for Science and Engineering Learning: A Multiple-Case Study Approach
This multiple case study focused on the implementation of a computer-aided design (CAD) simulation to help students engage in engineering design to learn science concepts. Our findings describe three case studies that adopted the same learning design and adapted it to three different populations, settings, and classroom contexts: at the middle-school, high-school, and pre-service teaching levels…
This multiple case study focused on the implementation of a computer-aided design (CAD) simulation to help students engage in engineering design to learn science concepts. Our findings describe three case studies that adopted the same learning design and adapted it to three different populations, settings, and classroom contexts: at the middle-school, high-school, and pre-service teaching levels…
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Resource | Using Machine Learning to Predict Engineering Technology Students’ Success with Computer-Aided Design
Computer-aided design (CAD) programs are essential to engineering as they allow for better designs through low-cost iterations. While CAD programs are typically taught to undergraduate students as a job skill, such software can also help students learn engineering concepts. A current limitation of CAD programs (even those that are specifically designed for educational purposes) is that they are…
Computer-aided design (CAD) programs are essential to engineering as they allow for better designs through low-cost iterations. While CAD programs are typically taught to undergraduate students as a job skill, such software can also help students learn engineering concepts. A current limitation of CAD programs (even those that are specifically designed for educational purposes) is that they are…
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Resource | Using Machine Learning to Predict Engineering Technology Students’ Success with Computer-Aided Design
Computer-aided design (CAD) programs are essential to engineering as they allow for better designs through low-cost iterations. While CAD programs are typically taught to undergraduate students as a job skill, such software can also help students learn engineering concepts. A current limitation of CAD programs (even those that are specifically designed for educational purposes) is that they are…
Computer-aided design (CAD) programs are essential to engineering as they allow for better designs through low-cost iterations. While CAD programs are typically taught to undergraduate students as a job skill, such software can also help students learn engineering concepts. A current limitation of CAD programs (even those that are specifically designed for educational purposes) is that they are…
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Resource | Using Machine Learning to Predict Engineering Technology Students’ Success with Computer-Aided Design
Computer-aided design (CAD) programs are essential to engineering as they allow for better designs through low-cost iterations. While CAD programs are typically taught to undergraduate students as a job skill, such software can also help students learn engineering concepts. A current limitation of CAD programs (even those that are specifically designed for educational purposes) is that they are…
Computer-aided design (CAD) programs are essential to engineering as they allow for better designs through low-cost iterations. While CAD programs are typically taught to undergraduate students as a job skill, such software can also help students learn engineering concepts. A current limitation of CAD programs (even those that are specifically designed for educational purposes) is that they are…
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Resource | Improving Integrated STEM Education: The Design and Development of a K-12 STEM Observation Protocol (STEM-OP) (RTP)
Integrated approaches to teaching science, technology, engineering, and mathematics (commonly referred to as STEM education) in K-12 classrooms have resulted in a growing number of teachers incorporating engineering in their science classrooms. Such changes are a result of shifts in science standards to include engineering as evidenced by the Next Generation Science Standards. To date, 20 states…
Integrated approaches to teaching science, technology, engineering, and mathematics (commonly referred to as STEM education) in K-12 classrooms have resulted in a growing number of teachers incorporating engineering in their science classrooms. Such changes are a result of shifts in science standards to include engineering as evidenced by the Next Generation Science Standards. To date, 20 states…
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Resource | Improving Integrated STEM Education: The Design and Development of a K-12 STEM Observation Protocol (STEM-OP) (RTP)
Integrated approaches to teaching science, technology, engineering, and mathematics (commonly referred to as STEM education) in K-12 classrooms have resulted in a growing number of teachers incorporating engineering in their science classrooms. Such changes are a result of shifts in science standards to include engineering as evidenced by the Next Generation Science Standards. To date, 20 states…
Integrated approaches to teaching science, technology, engineering, and mathematics (commonly referred to as STEM education) in K-12 classrooms have resulted in a growing number of teachers incorporating engineering in their science classrooms. Such changes are a result of shifts in science standards to include engineering as evidenced by the Next Generation Science Standards. To date, 20 states…
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Resource | Improving Integrated STEM Education: The Design and Development of a K-12 STEM Observation Protocol (STEM-OP) (RTP)
Integrated approaches to teaching science, technology, engineering, and mathematics (commonly referred to as STEM education) in K-12 classrooms have resulted in a growing number of teachers incorporating engineering in their science classrooms. Such changes are a result of shifts in science standards to include engineering as evidenced by the Next Generation Science Standards. To date, 20 states…
Integrated approaches to teaching science, technology, engineering, and mathematics (commonly referred to as STEM education) in K-12 classrooms have resulted in a growing number of teachers incorporating engineering in their science classrooms. Such changes are a result of shifts in science standards to include engineering as evidenced by the Next Generation Science Standards. To date, 20 states…
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