High School

Environmental Innovation Challenges: Teaching and Learning Science Practices in the Context of Complex Earth Systems

This project will engage teams of students and teachers of grades 7-12 in four competitive Challenges to design innovative strategies for carbon mitigation in areas such as transportation, agriculture or energy use. The project expands the typical boundaries of schools by enabling teams of students in multiple locations to collaborate in model-based reasoning through online discussion forums, using social media, and crowdsourcing ideas to construct possible solutions to environmental challenges. Project research will examine the impacts of the project on student learning and engagement.

Project Email: 
Lead Organization(s): 
Award Number: 
1908117
Funding Period: 
Thu, 08/01/2019 to Mon, 07/31/2023
Project Evaluator: 
Full Description: 

Current priorities in science education include efforts to engage students in scientific reasoning and using the knowledge and practices of science to understand natural phenomena and constructively respond to local and global challenges. This project responds to these priorities by engaging teams of students and teachers of grades 7-12 in four competitive Challenges to design innovative strategies for carbon mitigation in areas such as transportation, agriculture or energy use. The project expands the typical boundaries of schools by enabling teams of students in multiple locations to collaborate in model-based reasoning through online discussion forums, using social media, and crowdsourcing ideas to construct possible solutions to environmental challenges. Project research will examine the impacts of the project on student learning and engagement.

This early stage Design and Development study is guided by the hypothesis that competitive challenges supported by social media and crowdsourcing will engage a diverse array of students in sustained and meaningful scientific inquiry. Over a period of four years, the project will design and refine four Challenges that will engage approximately 1,000 students of ages 13-17. Project research is guided by three overarching questions related to the design of the Challenges, the influence of school contextual factors, and student learning and self-efficacy. The questions are: (1) How do features of the challenge environment support the work of teams, and the participation of students from communities historically underserved in STEM? (2) What structures within the school ecosystem support or raise obstacles to team work? And (3) Does participation in a Challenge result in the intended student outcomes. Intended outcomes include: a) Learning of basic concepts related to the science of the project focus; b) Engagement in learning disciplinary core ideas, cross-cutting concepts and science and engineering practices; c) Persistence in completing a Challenge; and d) self-efficacy in STEM. Students and their teachers will cross disciplinary boundaries as they choose concepts from chemistry, engineering, mathematics, biology, and social science to support their innovations.Teachers, students, staff members and advisors will comment and provide quidance to the teams on a range of issues through crowdsourcing. Design research will be used to examine how features of the Challenge environment supports the work of teachers and teams, and implementation research will focus on participant learning at the individual and team levels. The project will engage at least 25 teams of 3-4 students each, and researchers will track team activity during all phases of the Challenge process. A mixture of qualitative and quantitative analyses will be used to examine outcomes, and data for girls and others from underserved populations will be disaggregated for separate analyses.

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Professional Development for Teaching and Learning about Energy and Equity in High School Physics (Collaborative Research: Scherr)

This project will research and develop instructional materials and conduct professional development for teachers to help students understand energy flow. The project will create a model for secondary science teacher professional development that integrates science concepts with equity education.

Lead Organization(s): 
Award Number: 
1907815
Funding Period: 
Mon, 07/01/2019 to Fri, 06/30/2023
Full Description: 

This project will research and develop instructional materials and conduct professional development for teachers to help students understand energy flow, an important scientific concept with economic and social implications. This energy learning is the foundation for informed decision-making about sustainable and just use of energy resources. Energy issues are not only issues of science and technology, but must be integrated with civics, history, economics, sociology, psychology, and politics to understand and solve modern energy problems. Placing the scientific concept of energy in this social context presents an opportunity to advance science education as equitable and culturally responsive.

This project will create a model for secondary science teacher professional development that integrates science concepts with equity education. This model promotes a key epistemological issue: that science concepts are not culture-free or socially neutral ideas, but rather are concepts created and sustained by people in specific times and places for the purposes of (1) addressing specific social needs and (2) empowering people or groups of people. The two major components of the project are (1) the professional development experience, including both an intensive in-person summer workshop and an online professional learning community, and (2)an energy and equity portal, including an instructional materials library, an action research exchange, and a community forum for teacher discussions. The portal will provide technical resources to support the PLC, including support for sharing instructional materials and reporting on action research. The research plan includes exploratory, development and application phases. The researchers will identify teacher learning in the first iteration of PD, collect and analyze the instructional artifacts to inform how teacher engage with, participate in, and build an understanding energy as a historically and politically situated science concept. A team of scholar-videographers will observe, taking real-time field notes and making daily memos. The research team will use the instructional artifacts, video recordings, field notes, and memos as a basis for analysis through the next academic year. The result will be a nationally significant community of teacher-leaders and library of research-tested instructional materials that are responsive to students' scientific ideas, relevant to socio-political concerns about energy sustainability, respectful of students' cultures, and open to all students no matter their cultural background. Teachers participating in the project will learn to explain how scientific concepts of energy reflect culturally specific values, analyze socio-politically relevant energy scenarios, learn the historic and present-day inequities in the energy industry and in science participation, and be supported in preparing instruction for secondary students that is culturally responsive and relevant to their students' communities.

Professional Development for Teaching and Learning about Energy and Equity in High School Physics (Collaborative Research: Mason)

This project will research and develop instructional materials and conduct professional development for teachers to help students understand energy flow. The project will create a model for secondary science teacher professional development that integrates science concepts with equity education.

Partner Organization(s): 
Award Number: 
1907950
Funding Period: 
Mon, 07/01/2019 to Fri, 06/30/2023
Full Description: 

This project will research and develop instructional materials and conduct professional development for teachers to help students understand energy flow, an important scientific concept with economic and social implications. This energy learning is the foundation for informed decision-making about sustainable and just use of energy resources. Energy issues are not only issues of science and technology, but must be integrated with civics, history, economics, sociology, psychology, and politics to understand and solve modern energy problems. Placing the scientific concept of energy in this social context presents an opportunity to advance science education as equitable and culturally responsive.

This project will create a model for secondary science teacher professional development that integrates science concepts with equity education. This model promotes a key epistemological issue: that science concepts are not culture-free or socially neutral ideas, but rather are concepts created and sustained by people in specific times and places for the purposes of (1) addressing specific social needs and (2) empowering people or groups of people. The two major components of the project are (1) the professional development experience, including both an intensive in-person summer workshop and an online professional learning community, and (2)an energy and equity portal, including an instructional materials library, an action research exchange, and a community forum for teacher discussions. The portal will provide technical resources to support the PLC, including support for sharing instructional materials and reporting on action research. The research plan includes exploratory, development and application phases. The researchers will identify teacher learning in the first iteration of PD, collect and analyze the instructional artifacts to inform how teacher engage with, participate in, and build an understanding energy as a historically and politically situated science concept. A team of scholar-videographers will observe, taking real-time field notes and making daily memos. The research team will use the instructional artifacts, video recordings, field notes, and memos as a basis for analysis through the next academic year. The result will be a nationally significant community of teacher-leaders and library of research-tested instructional materials that are responsive to students' scientific ideas, relevant to socio-political concerns about energy sustainability, respectful of students' cultures, and open to all students no matter their cultural background. Teachers participating in the project will learn to explain how scientific concepts of energy reflect culturally specific values, analyze socio-politically relevant energy scenarios, learn the historic and present-day inequities in the energy industry and in science participation, and be supported in preparing instruction for secondary students that is culturally responsive and relevant to their students' communities.

Design Research on the Teaching and Learning of Conceptual Understanding in High School Chemistry Though the Use of Dynamic Visualizations of Physical and Chemical Changes

The project will establish a sustained community of practice for high school teachers skilled in the VisChem Approach and a group of new teaching and research scholars with expertise in building conceptual understanding through the effective use of visualization. The project will help students move from describing phenomena to explaining their causes from a molecular-level perspectives (e.g., carbon dioxide in climate change, DNA changes in genetically modified organisms).

Lead Organization(s): 
Award Number: 
1908121
Funding Period: 
Sun, 09/01/2019 to Sat, 08/31/2024
Full Description: 

This is a late-stage design and development proposal in the teaching strand which addresses the teaching and learning of chemistry at the secondary level, grades 10-12. There is a critical need to transform chemistry teaching and learning from an emphasis on description of phenomena to deep understanding consistent with the Next Generation Science Standards (NGSS). The project will establish a sustained community of practice of teachers skilled in the VisChem Approach and a group of new teaching and research scholars with expertise in building conceptual understanding through the effective use of visualization. The project will help students move from describing phenomena to explaining their causes from a molecular-level perspectives (e.g., carbon dioxide in climate change, DNA changes in genetically modified organisms). With a focus on traditionally under-served groups including English Language Learners, the project will impact up to 80,000 high school chemistry students from a broad range of socioeconomic, geographic, and racial backgrounds.

This project will develop teachers' knowledge and skills to help their students build accurate molecular-level mental models to explain phenomena as opposed to the overemphasis on description with abstract symbolism and language. Three chemistry teacher cohorts (N = 64) will participate in intensive nstitutes to learn the research foundation and pedagogical moves for the VisChem approach. The approach uses carefully produced dynamic visualizations with teaching strategies informed by a cognitive learning model. Key to VisChem is communication of internal visualizations using storyboards (drawings with explanation) of chemical and physical changes. The project will use an iterative research design examining teacher and student learning in the Institutes and how they implement the learning in classrooms. Data collected will include teachers' storyboards, classroom videos, and pre/post student assessments. Evaluation will provide iterative feedback to incrementally improve the institutes during the project.

CAREER: Expanding Latinxs' Opportunities to Develop Complex Thinking in Secondary Science Classrooms through a Research-Practice Partnership

This project will address the need to educate teachers and students to engage in asking questions, collecting and interpreting data, making claims, and constructing explanations about real-world problems that matter to them. The study will explore ways to enhance youths' learning experiences in secondary school classrooms (grades 6-12) by building a sustainable partnership between researchers and practitioners.

Award Number: 
1846227
Funding Period: 
Mon, 07/01/2019 to Sun, 06/30/2024
Full Description: 

This project will address the need to educate teachers and students to engage in asking questions, collecting and interpreting data, making claims, and constructing explanations about real-world problems that matter to them. Science educators generally agree that science classrooms should provide opportunities for students to advance their thinking by engaging in critical conversations with each other as capable sense-makers. Despite decades of reform efforts and the use of experiential activities in science instruction, research indicates that classroom learning for students remains largely procedural, undemanding, and disconnected from the development of substantive scientific ideas. Furthermore, access to high-quality science instruction that promotes such complex thinking is scarce for students with diverse cultural and linguistic backgrounds. The project goals will be: (1) To design a year-long teacher professional development program; and (2) To study the extent to which the professional development model improves teachers' capacity to plan and implement inclusive science curricula.

This study will explore ways to enhance youths' learning experiences in secondary school classrooms (grades 6-12) by building a sustainable partnership between researchers and practitioners. The work will build on a previous similar activity with one local high school; plans are to expand the existing study to an entire school district over five years. The proposed work will be conducted in three phases. During Phase I, the study will develop a conceptual framework focused on inclusive science curricula, and implement the new teacher professional development program in 3 high schools with 15 science teachers. Phase II will expand to 6 middle schools in the school district with 24 teachers aimed at creating a continuous and sustainable research-practice partnership approach at the district. Phase III will focus on data analysis, assessment of partnership activities, dissemination, and planning a research agenda for the immediate future. The study will address three research questions: (1) Whether and to what extent does participating teachers' capacity of planning and implementing the curriculum improve over time; (2) How and why do teachers show differential progress individually and collectively?; and (3) What opportunities and constraints within schools and the school district shape teachers' development of their capacity to design and implement curricula? To address the research questions, the project will gather information about the quality of planned and implemented curriculum using both qualitative and quantitative data. Main project's outcomes will be: (1) a framework that guides teachers' engagement in planning and implementing inclusive science curricula; and (2) increased knowledge base on teacher learning. An advisory board will oversee the work in progress. An external evaluator will provide formative and summative feedback.

CAREER: Black Youth Development and Curricular Supports for Robust Identities in Mathematics

This study seeks to describe trajectories that describe the ways in which Black learners develop as particular kinds of mathematical learners. The study takes place in the context of an established, multi-year college bridge program that has as its goals to increase the representation of historically marginalized groups in the university community.

Lead Organization(s): 
Award Number: 
1845841
Funding Period: 
Wed, 05/01/2019 to Tue, 04/30/2024
Full Description: 

Student success in mathematics correlates with positive identities, dispositions, and relationships towards the subject. As mathematics education research strives to understand historic inequities in mathematics for Black learners, small-scale research has described the relationships between identity, subjectivity, and positionality in Black learners as it relates to their achievement and interest in mathematics. This study builds on that descriptive work by seeking to describe trajectories that describe the ways in which Black learners develop as particular kinds of mathematical learners. The study takes place in the context of an established, multi-year college bridge program that has as its goals to increase the representation of historically marginalized groups in the university community. Students in the bridge program from three communities in the greater Detroit area with strong academic achievement in mathematics will be recruited. Their experiences in the bridge program will be traced to identify trajectories that describe the development of Black learners relative to mathematics, and document the design features of classroom activities that support learners in moving through those trajectories.

At the center of the project is the study of cohorts of students in grades 8-11 as they move through the summer bridge program. The bridge project's current curriculum features a series of lessons focused on identity development related to mathematics. These lessons will be implemented, studied, revised, and redeployed across the duration of the project across the summer sessions. Teacher focus groups and surveys will assess the implementation of the activities and aggregate feedback on the design. Three cohorts of students will be recruited to participate in the broader project activities from three metro areas with distinctly different demographic profiles. Student mathematical efficacy will be assessed for all participating students. Within each of the three metro areas, students will be recruited that represent differing levels of mathematics efficacy to ensure that focus students are likely to experience different trajectories through their engagement with the study. The students will be interviewed three times in each academic year to describe their trajectories. Student achievement data will also be collected for all participating students along with narrative descriptions and autobiographies about the messages students receive about mathematics. These messages include their own internal thinking about how they see themselves as mathematics learners, and messages that are sent to them by other students, teachers, and the community. Products of the study will be case studies that describe trajectories of identity development in Black mathematics learners, and a disseminated curriculum for a mathematics identity-focused bridge program supporting Black learners.

CAREER: Cultivating Teachers' Epistemic Empathy to Promote Responsive Teaching

This CAREER award aims to study the construct of "epistemic empathy" and examine how it can be cultivated in science and mathematics teacher education, how it functions to promote responsive teaching, and how it shapes learners' engagement in the classroom. In the context of this project, epistemic empathy is defined as the act of understanding and appreciating another's cognitive and emotional experience within an epistemic activity aimed at the construction, communication, and critique of knowledge.

Lead Organization(s): 
Award Number: 
1844453
Funding Period: 
Mon, 07/01/2019 to Sun, 06/30/2024
Full Description: 

When students perceive that their sense-making resources, including their cultural, linguistic, and everyday experiences, are not relevant to their science and mathematics classrooms, they may view these fields as inaccessible to them. This in turn creates an obstacle to their engagement and active participation which becomes particularly consequential for students from traditionally underrepresented populations. This issue points at the pressing need to prepare science and mathematics teachers to open up their instruction to students’ diverse ideas and meaning-making repertoires. This CAREER award aims to address this need by studying the construct of teachers’ "epistemic empathy” which is defined as the act of understanding and appreciating another's cognitive and emotional experience within an epistemic activity—an activity aimed at the construction, communication, and critique of knowledge. Through epistemic empathy, teachers take learners' perspectives and identify with their sense-making experiences in service of fostering their inquiries. The project’s goals are to examine how epistemic empathy can be cultivated in science and mathematics teacher education, how it functions to promote responsive teaching, and how it shapes learners' engagement in the classroom.

The five research questions will be: (1) Do the ways in which pre-service teachers display epistemic empathy change throughout a course aimed at promoting attention to and knowledge about learners’ varied ways of knowing in science and mathematics?; (2) How do the teaching domain and teaching context influence how teachers express epistemic empathy, and the concerns and tensions they report around empathizing with learners’ thinking and emotions?; (3) How does epistemic empathy shape the ways in which teachers understand and reflect on their roles, goals, and priorities as science or mathematics teachers?; (4) How does epistemic empathy shape teachers’ responsiveness to student thinking and emotions during instruction?; and (5) How does teachers’ epistemic empathy influence how students orient and respond to each other’s thinking in science and mathematics classrooms?

To address these questions, the project will conduct a series of design-based research studies working with science and mathematics pre-service and in-service K-12 teachers (n=140) to design, implement, and analyze ways to elicit and cultivate their epistemic empathy. Further, the project will explore how epistemic empathy shapes teachers’ views of their roles, goals, and priorities as science or mathematics teachers and how it influences their enactment of responsive teaching practices. The project will also examine the influence of teachers’ epistemic empathy on student engagement, in particular in the ways students attend and respond to each other’s epistemic experiences in the classroom. Data collection will include video and audio recording of teacher education and professional development sessions; collection of teachers’ work within those sessions such as their responses to a pre- and post- video assessment task and their written analyses of different videos of student inquiry; interviews with the teachers; and videos from the teachers’ own instruction as well as teachers’ reflections on these videos in stimulated recall interviews. These data will be analyzed using both qualitative methods (i.e., discourse analysis, interaction analysis) and quantitative methods (i.e., blind coding, descriptive statistics). The project’s outcomes will be: (1) an instructional model that targets epistemic empathy as a pedagogical resource for teachers, with exemplars of activities and tasks aimed at developing teachers' attunement to and ways of leveraging learners' meaning-making repertoires (2) local theory of teachers' learning to epistemically empathize with learners in science and mathematics; and (3) empirical descriptions of how epistemic empathy functions to guide and shape teachers' responsiveness and students' engagement. An advisory board will provide feedback on the project’s progress, as well as formative and summative evaluation.

Algebraic Learning and Cognition in Learning Disabled Students

The project is a longitudinal assessment of the prerequisite (e.g. fractions), cognitive (e.g. working memory), and non-cognitive (e.g. math anxiety) factors that dynamically influence 7-9th grade students' algebraic learning and cognition, with a focus on students with learning disabilities in mathematics.

Lead Organization(s): 
Award Number: 
1659133
Funding Period: 
Tue, 08/15/2017 to Sat, 07/31/2021
Full Description: 

High school algebra is the gateway to a career in science, technology, engineering, and mathematics (STEM), and can influence employability and wages in many non-STEM occupations. Students who struggle with or fail high school algebra have compromised occupational prospects, and nations that do not produce mathematically competent citizens may compromise their economic growth. Much is known about the factors that contribute to students' difficulties with arithmetic learning and interventions are being developed to address these difficulties. Little is known, however, about why some students struggle with algebra. Accordingly, the project will follow at risk students (including for example, those with dyslexia) from 7th grade through high school algebra and assess their prerequisite knowledge (e.g. fractions skills), cognitive systems (e.g., memory), attitudes and reactions to mathematics (e.g. math anxiety) and their attentiveness in math classrooms. The comprehensive evaluation of these students will allow us to identify the factors that influence difficulties in learning different aspects of algebra and risk of failing algebra more generally. The results will provide unique scientific insights into the cognitive and motivational influences on students' understanding and learning of algebra and identify areas for intervention with at-risk students. The results will also be used to develop a screening measure for the early identification of at-risk students and to identify specific areas for targeted intervention. The measure will be made freely available to interested school districts throughout the United States.

The project is a 7th to 9th grade longitudinal assessment of the prerequisite (e.g. fractions), cognitive (e.g. working memory), and non-cognitive (e.g. math anxiety) factors that dynamically influence students' algebraic learning and cognition, with a focus on students with learning disabilities in mathematics. The study will provide the most comprehensive assessment of the development of algebra competence ever conducted and is organized by an integrative model of cognitive and non-cognitive influences on students' engagement in math classrooms and on the learning of procedural and spatial-related aspects of algebra. The focus on students at risk for failing high school algebra is informed by research on the number and arithmetic deficits of these students, providing continuity with previous work, and a strong a priori framework for assessing their most likely difficulties in learning algebra; specifically, we developed novel measures that assess different aspects of procedural algebra (e.g. memory for the structure of algebra equations) and spatial-related algebra (e.g. recognizing how common functions map to coordinate space) that will allow for the study of different types of learning deficits and a determination of how more basic cognitive abilities, such as visuospatial working memory, may underlie these deficits. Prior cognitive studies of at-risk students have largely ignored the contributions of non-cognitive factors, such as math anxiety, on their learning or how their learning difficulties change attitudes about and reactions to mathematics (e.g. increasing math anxiety). The proposed research will address this important oversight and integrate these non-cognitive factors with assessments of teacher-rated student engagement in pre-algebra and algebra classrooms (and language arts classrooms as a contrast) and how engagement in the classroom influences the learning of procedural and spatial-related algebra. The research will also provide a thorough analysis of cognitive and non-cognitive influences on algebraic learning and cognition more generally, and thus inform general educational practices. In all, the proposed research will provide a comprehensive model for the study algebraic learning and cognition generally, and will provide a comprehensive assessment of associated deficits of learning disabled students and students at risk for failing high school algebra. The research will also make available revised or newly developed cognitive measures of procedural and spatial-related algebra skills that should facilitate future cognitive science and educational studies of algebra learning.

Professional Development Supports for Teaching Bioinformatics through Mobile Learning

This project will investigate the professional development supports needed for teaching bioinformatics at the high school level. The project team will work with biology and mathematics teachers to co-design instructional modules to engage students with core bioinformatics concepts and computational literacies, by focusing on local community health issues supported through mobile learning activities.

Lead Organization(s): 
Award Number: 
1812738
Funding Period: 
Sat, 09/01/2018 to Mon, 02/28/2022
Full Description: 

Bioinformatics is an emerging area of research that develops new knowledge through computational analysis of vast biological and biomedical data. This project will investigate the professional development supports needed for teaching bioinformatics at the high school level. Building from a robust literature in professional development design research, project team will work with biology and mathematics teachers to co-design instructional modules to engage students with core bioinformatics concepts and computational literacies, by focusing on local community health issues supported through mobile learning activities. The overarching goal of the project is to help create an engage population of informatics-informed students who are capable of critically analyzing information and able to solve local problems related to their health and well-being.

The project team will use a design-based implementation research approach to identify the curricular and instructional supports needed to achieve the teaching and learning goals through iterative project revisions, employing mixed methods to evaluate teacher and student learning processes and outcomes. Teachers from local high needs schools will participate in a three-week summer workshop, where they will learn about state-of-the-art bioinformatics content, project-based pedagogies that promote computational literacy, and strategies integrate mobile technologies into instruction.  They will implement the instructional units during the year, and the summer workshop will be revised and delivered to an expanded cohort of teachers the following summer. The data collection and analysis conducted on teachers' enactment of these modules will reveal the professional development and implementation areas needed to support particular populations, specifically underrepresented groups in STEM, to engage with bioinformatics learning and take authentic action on local community issues.

Supporting Teachers in Responsive Instruction for Developing Expertise in Science (Collaborative Research: Linn)

This project takes advantage of advanced technologies to support science teachers to rapidly respond to diverse student ideas in their classrooms. Students will use web-based curriculum units to engage with models, simulations, and virtual experiments to write multiple explanations for standards-based science topics. The project will also design planning tools for teachers that will make suggestions relevant research-proven instructional strategies based on the real-time analysis of student responses.

Partner Organization(s): 
Award Number: 
1813713
Funding Period: 
Sat, 09/01/2018 to Wed, 08/31/2022
Full Description: 

Many teachers want to adapt their instruction to meet student learning needs, yet lack the time to regularly assess and analyze students' developing understandings. The Supporting Teachers in Responsive Instruction for Developing Expertise in Science (STRIDES) project takes advantage of advanced technologies to support science teachers to rapidly respond to diverse student ideas in their classrooms. In this project students will use web-based curriculum units to engage with models, simulations, and virtual experiments to write multiple explanations for standards-based science topics. Advanced technologies (including natural language processing) will be used to assess students' written responses and summaries their science understanding in real-time. The project will also design planning tools for teachers that will make suggestions relevant research-proven instructional strategies based on the real-time analysis of student responses. Research will examine how teachers make use of the feedback and suggestions to customize their instruction. Further we will study how these instructional changes help students develop coherent understanding of complex science topics and ability to make sense of models and graphs. The findings will be used to refine the tools that analyze the student essays and generate the summaries; improve the research-based instructional suggestions in the planning tool; and strengthen the online interface for teachers. The tools will be incorporated into open-source, freely available online curriculum units. STRIDES will directly benefit up to 30 teachers and 24,000 students from diverse school settings over four years.

Leveraging advances in natural language processing methods, the project will analyze student written explanations to provide fine-grained summaries to teachers about strengths and weaknesses in student work. Based on the linguistic analysis and logs of student navigation, the project will then provide instructional customizations based on learning science research, and study how teachers use them to improve student progress. Researchers will annually conduct at least 10 design or comparison studies, each involving up to 6 teachers and 300-600 students per year. Insights from this research will be captured in automated scoring algorithms, empirically tested and refined customization activities, and data logging techniques that can be used by other research and curriculum design programs to enable teacher customization.

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