Qualitative

Supporting Teachers to Develop Equitable Mathematics Instruction Through Rubric-Based Coaching (Collaborative Research: Hill)

This project brings together a successful mathematics rubric-based coaching model (MQI Coaching) and an empirically developed observation tool focused on equity-focused instructional practices, the Equity and Access Rubrics for Mathematics Instruction (EAR-MI). The project measures the effects of the coaching model on teachers' beliefs and instructional practices and on students' mathematical achievement and sense of belonging in mathematics.

Lead Organization(s): 
Award Number: 
2100961
Funding Period: 
Wed, 09/01/2021 to Sun, 08/31/2025
Full Description: 

Creating supportive middle school mathematics learning spaces that foster students' self-efficacy and mathematics learning is a critical need in the United States. This need is particularly urgent for mathematics classrooms with students who have been historically marginalized in such spaces. While many instructional improvement efforts have focused on broadening access to mathematical ideas, fewer efforts have paid explicit attention to the ways instructional practices may serve to marginalize students. Supporting teachers in identifying and refining their equitable mathematics instructional practices is a persistent challenge. This project brings together a successful mathematics rubric-based coaching model (MQI Coaching) and an empirically developed observation tool focused on equity-focused instructional practices, the Equity and Access Rubrics for Mathematics Instruction (EAR-MI). The project's work integrates the EAR-MI rubrics into the MQI Coaching model with 24 middle grades mathematics coaches supporting 72 teachers at grades 5-8. The project measures the effects of the coaching model on teachers' beliefs and instructional practices and on students' mathematical achievement and sense of belonging in mathematics. The project also investigates how teachers' attitudes and beliefs impact their participation and what teachers take away from engagement with the coaching model.

The project makes use of a delayed-treatment experimental design to investigate effects on teacher beliefs and practices and student achievement and sense of belonging. A cohort of 14 coaches are randomly selected to participate in the coaching in Years 2 and 3, with the remaining 10 coaches assigned to a business-as-usual model in Year 2 and engaging in the training in Year 3. Coaches engage in a 4-day summer training to become acquainted with the model with coaching cycles and follow-up meetings during the school year. Each coach will engage teachers in 8-10 coaching cycles in treatment years. Data on the nature of the coaching includes logs and surveys from the coaches. Teachers submit surveys related to their beliefs and practices and two lessons each at the start and end of the academic year for analysis. Student assessment data, course grades, and administrative data, combined with survey data from students on classroom belonging and perceptions of ability and confidence in mathematics, are used to describe student outcomes. Teacher outcomes are captured through the analysis of classroom video, surveys about ethnic-racial identity and racial attitudes, beliefs about students and instruction, and beliefs about and efficacy for culturally responsive teaching. The project uses a set of survey measures with established reliability and validity, adapting some instruments to include specific indicators related to the equity and access rubrics. Analysis of the data uses a multi-level model accounting for the clustering of teachers within schools and students within classrooms and schools.

Supporting Teachers to Develop Equitable Mathematics Instruction Through Rubric-based Coaching (Collaborative Research: Litke)

This project brings together a successful mathematics rubric-based coaching model (MQI Coaching) and an empirically developed observation tool focused on equity-focused instructional practices, the Equity and Access Rubrics for Mathematics Instruction (EAR-MI). The project measures the effects of the coaching model on teachers' beliefs and instructional practices and on students' mathematical achievement and sense of belonging in mathematics.

Lead Organization(s): 
Award Number: 
2100793
Funding Period: 
Wed, 09/01/2021 to Sun, 08/31/2025
Full Description: 

Creating supportive middle school mathematics learning spaces that foster students' self-efficacy and mathematics learning is a critical need in the United States. This need is particularly urgent for mathematics classrooms with students who have been historically marginalized in such spaces. While many instructional improvement efforts have focused on broadening access to mathematical ideas, fewer efforts have paid explicit attention to the ways instructional practices may serve to marginalize students. Supporting teachers in identifying and refining their equitable mathematics instructional practices is a persistent challenge. This project brings together a successful mathematics rubric-based coaching model (MQI Coaching) and an empirically developed observation tool focused on equity-focused instructional practices, the Equity and Access Rubrics for Mathematics Instruction (EAR-MI). The project's work integrates the EAR-MI rubrics into the MQI Coaching model with 24 middle grades mathematics coaches supporting 72 teachers at grades 5-8. The project measures the effects of the coaching model on teachers' beliefs and instructional practices and on students' mathematical achievement and sense of belonging in mathematics. The project also investigates how teachers' attitudes and beliefs impact their participation and what teachers take away from engagement with the coaching model.

The project makes use of a delayed-treatment experimental design to investigate effects on teacher beliefs and practices and student achievement and sense of belonging. A cohort of 14 coaches are randomly selected to participate in the coaching in Years 2 and 3, with the remaining 10 coaches assigned to a business-as-usual model in Year 2 and engaging in the training in Year 3. Coaches engage in a 4-day summer training to become acquainted with the model with coaching cycles and follow-up meetings during the school year. Each coach will engage teachers in 8-10 coaching cycles in treatment years. Data on the nature of the coaching includes logs and surveys from the coaches. Teachers submit surveys related to their beliefs and practices and two lessons each at the start and end of the academic year for analysis. Student assessment data, course grades, and administrative data, combined with survey data from students on classroom belonging and perceptions of ability and confidence in mathematics, are used to describe student outcomes. Teacher outcomes are captured through the analysis of classroom video, surveys about ethnic-racial identity and racial attitudes, beliefs about students and instruction, and beliefs about and efficacy for culturally responsive teaching. The project uses a set of survey measures with established reliability and validity, adapting some instruments to include specific indicators related to the equity and access rubrics. Analysis of the data uses a multi-level model accounting for the clustering of teachers within schools and students within classrooms and schools.

Supporting Teachers to Develop Equitable Mathematics Instruction Through Rubric-based Coaching (Collaborative Research: Wilson)

This project brings together a successful mathematics rubric-based coaching model (MQI Coaching) and an empirically developed observation tool focused on equity-focused instructional practices, the Equity and Access Rubrics for Mathematics Instruction (EAR-MI). The project measures the effects of the coaching model on teachers' beliefs and instructional practices and on students' mathematical achievement and sense of belonging in mathematics.

Award Number: 
2100830
Funding Period: 
Wed, 09/01/2021 to Sun, 08/31/2025
Full Description: 

Creating supportive middle school mathematics learning spaces that foster students' self-efficacy and mathematics learning is a critical need in the United States. This need is particularly urgent for mathematics classrooms with students who have been historically marginalized in such spaces. While many instructional improvement efforts have focused on broadening access to mathematical ideas, fewer efforts have paid explicit attention to the ways instructional practices may serve to marginalize students. Supporting teachers in identifying and refining their equitable mathematics instructional practices is a persistent challenge. This project brings together a successful mathematics rubric-based coaching model (MQI Coaching) and an empirically developed observation tool focused on equity-focused instructional practices, the Equity and Access Rubrics for Mathematics Instruction (EAR-MI). The project's work integrates the EAR-MI rubrics into the MQI Coaching model with 24 middle grades mathematics coaches supporting 72 teachers at grades 5-8. The project measures the effects of the coaching model on teachers' beliefs and instructional practices and on students' mathematical achievement and sense of belonging in mathematics. The project also investigates how teachers' attitudes and beliefs impact their participation and what teachers take away from engagement with the coaching model.

The project makes use of a delayed-treatment experimental design to investigate effects on teacher beliefs and practices and student achievement and sense of belonging. A cohort of 14 coaches are randomly selected to participate in the coaching in Years 2 and 3, with the remaining 10 coaches assigned to a business-as-usual model in Year 2 and engaging in the training in Year 3. Coaches engage in a 4-day summer training to become acquainted with the model with coaching cycles and follow-up meetings during the school year. Each coach will engage teachers in 8-10 coaching cycles in treatment years. Data on the nature of the coaching includes logs and surveys from the coaches. Teachers submit surveys related to their beliefs and practices and two lessons each at the start and end of the academic year for analysis. Student assessment data, course grades, and administrative data, combined with survey data from students on classroom belonging and perceptions of ability and confidence in mathematics, are used to describe student outcomes. Teacher outcomes are captured through the analysis of classroom video, surveys about ethnic-racial identity and racial attitudes, beliefs about students and instruction, and beliefs about and efficacy for culturally responsive teaching. The project uses a set of survey measures with established reliability and validity, adapting some instruments to include specific indicators related to the equity and access rubrics. Analysis of the data uses a multi-level model accounting for the clustering of teachers within schools and students within classrooms and schools.

Supporting Teacher Understanding of Emergent Computational Thinking in Early Elementary Students

This project explores how to help teachers identify and support early elementary children’s emergent computational thinking. The project will engage researchers, professional development providers, and early elementary teachers (K-2) in a collaborative research and development process to design a scalable professional development experience for grade K-2 teachers.

Lead Organization(s): 
Award Number: 
2101547
Funding Period: 
Wed, 09/01/2021 to Sat, 08/31/2024
Full Description: 

There is an increasing focus and interest in teaching computer science and computational thinking in early elementary school. The project will engage researchers, professional development providers, and early elementary teachers (K-2) in a collaborative research and development process to design a scalable professional development experience for grade K-2 teachers. The project will field test and conduct research on the artifacts, facilitation strategies, and modes of interaction that effectively prepare K-2 teachers to learn about their students’ emergent use of computational thinking strategies. The teachers will collaborate using an online platform for sharing resources, and the project will also study how the online platform can help to reach and support more teachers. The teachers’ learning will be supported by instructional coaches who will help the teachers to integrate computer science into their teaching, and to interpret evidence of their students’ understanding of computational thinking.

The project explores how to help teachers identify and support early elementary children’s emergent computational thinking. The professional learning model for teachers includes a community of practice supported by an online platform and a coach with expertise in computational thinking. The work leverages models for professional development in early grades mathematics. The project focuses on creating systems and conditions for scalable professional learning including coherence, coaching, teacher networks, and engagement with school and district leadership. The research questions are: (1) What kind of professional development and guidance do teachers need to identify and support emergent computational thinking development in young students’ language and work process? (2) What kind of professional development and guidance do teachers need to identify emergent computational thinking development in young students’ work products? (3) How can a scalable professional learning system help teachers understand the development of emergent computational thinking in K-2 students? The teachers will develop lessons, use them with students, and reflect about their work with the coach and the other teachers in their community of practice. The data collection and analysis include interviews, surveys, observations, and documentation from the online platform to understand teachers’ professional learning and development.

Co-Designing for Statewide Alignment of a Vision for High-Quality Mathematics Instruction (Collaborative Research: Wilson)

This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

Award Number: 
2100903
Funding Period: 
Thu, 07/15/2021 to Mon, 06/30/2025
Full Description: 

Mathematics teaching and learning is influenced by policy and practice at the state, district, and school levels. To support large-scale change, it is important for high-quality mathematics instruction to be aligned and cohesive across each level of the education system. This can be supported through regional partnerships among state, district, and school-based leaders, mathematics teachers, education researchers, and mathematicians. Such partnerships create instructional tools and resources to document the vision for instruction. For example, teams can work together to create instructional frameworks for each grade band that describe standards, mathematics teaching, and units for teaching. This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

This project will develop a shared vision of high-quality mathematics instruction intended to improve systemic coherence during the implementation of education innovations. The project uses a research-practice partnership with a design-based implementation research design. To examine and support implementation of the vision, partners will continue a process of developing instructional frameworks, research and practice briefs, as well as additional resources as needed by stakeholders in the system. Engaging partners at all levels of the system is a central component of developing the shared vision of instruction. This project includes three major research questions. First, what are visions of high-quality mathematics instruction held by educators at different levels of a state educational system? Second, in what ways do educators' visions of high-quality mathematics instruction mediate their use of implementation resources in practice? Finally, in what ways do educators’ visions of high-quality mathematics instruction mediate their participation in the co-design of implementation resources? An activity theory framework is used to understand the interactions between partners at different levels in the system and the creation of artifacts during the design process. The research methods for the study are situated in design-based research to capture the conjectures, instructional resources, design processes, and outcomes of the process. The project will use case studies of partner districts, data gathering from interactions with partners, artifacts of the design process, and other documentation to understand how the vision is created and enacted in different settings and to develop an empirically supported design framework and methodology for implementing STEM innovations at scale that centralizes a shared instructional vision.

Co-Designing for Statewide Alignment of a Vision for High-Quality Mathematics Instruction (Collaborative Research: Mawhinney)

This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

Lead Organization(s): 
Award Number: 
2100833
Funding Period: 
Thu, 07/15/2021 to Mon, 06/30/2025
Full Description: 

Mathematics teaching and learning is influenced by policy and practice at the state, district, and school levels. To support large-scale change, it is important for high-quality mathematics instruction to be aligned and cohesive across each level of the education system. This can be supported through regional partnerships among state, district, and school-based leaders, mathematics teachers, education researchers, and mathematicians. Such partnerships create instructional tools and resources to document the vision for instruction. For example, teams can work together to create instructional frameworks for each grade band that describe standards, mathematics teaching, and units for teaching. This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

This project will develop a shared vision of high-quality mathematics instruction intended to improve systemic coherence during the implementation of education innovations. The project uses a research-practice partnership with a design-based implementation research design. To examine and support implementation of the vision, partners will continue a process of developing instructional frameworks, research and practice briefs, as well as additional resources as needed by stakeholders in the system. Engaging partners at all levels of the system is a central component of developing the shared vision of instruction. This project includes three major research questions. First, what are visions of high-quality mathematics instruction held by educators at different levels of a state educational system? Second, in what ways do educators' visions of high-quality mathematics instruction mediate their use of implementation resources in practice? Finally, in what ways do educators’ visions of high-quality mathematics instruction mediate their participation in the co-design of implementation resources? An activity theory framework is used to understand the interactions between partners at different levels in the system and the creation of artifacts during the design process. The research methods for the study are situated in design-based research to capture the conjectures, instructional resources, design processes, and outcomes of the process. The project will use case studies of partner districts, data gathering from interactions with partners, artifacts of the design process, and other documentation to understand how the vision is created and enacted in different settings and to develop an empirically supported design framework and methodology for implementing STEM innovations at scale that centralizes a shared instructional vision.

Co-Designing for Statewide Alignment of a Vision for High-Quality Mathematics Instruction (Collaborative Research: Schwartz)

This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

Lead Organization(s): 
Award Number: 
2100895
Funding Period: 
Thu, 07/15/2021 to Mon, 06/30/2025
Full Description: 

Mathematics teaching and learning is influenced by policy and practice at the state, district, and school levels. To support large-scale change, it is important for high-quality mathematics instruction to be aligned and cohesive across each level of the education system. This can be supported through regional partnerships among state, district, and school-based leaders, mathematics teachers, education researchers, and mathematicians. Such partnerships create instructional tools and resources to document the vision for instruction. For example, teams can work together to create instructional frameworks for each grade band that describe standards, mathematics teaching, and units for teaching. This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

This project will develop a shared vision of high-quality mathematics instruction intended to improve systemic coherence during the implementation of education innovations. The project uses a research-practice partnership with a design-based implementation research design. To examine and support implementation of the vision, partners will continue a process of developing instructional frameworks, research and practice briefs, as well as additional resources as needed by stakeholders in the system. Engaging partners at all levels of the system is a central component of developing the shared vision of instruction. This project includes three major research questions. First, what are visions of high-quality mathematics instruction held by educators at different levels of a state educational system? Second, in what ways do educators' visions of high-quality mathematics instruction mediate their use of implementation resources in practice? Finally, in what ways do educators’ visions of high-quality mathematics instruction mediate their participation in the co-design of implementation resources? An activity theory framework is used to understand the interactions between partners at different levels in the system and the creation of artifacts during the design process. The research methods for the study are situated in design-based research to capture the conjectures, instructional resources, design processes, and outcomes of the process. The project will use case studies of partner districts, data gathering from interactions with partners, artifacts of the design process, and other documentation to understand how the vision is created and enacted in different settings and to develop an empirically supported design framework and methodology for implementing STEM innovations at scale that centralizes a shared instructional vision.

Co-Designing for Statewide Alignment of a Vision for High-Quality Mathematics Instruction (Collaborative Research: McCulloch)

This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

Award Number: 
2100947
Funding Period: 
Thu, 07/15/2021 to Mon, 06/30/2025
Full Description: 

Mathematics teaching and learning is influenced by policy and practice at the state, district, and school levels. To support large-scale change, it is important for high-quality mathematics instruction to be aligned and cohesive across each level of the education system. This can be supported through regional partnerships among state, district, and school-based leaders, mathematics teachers, education researchers, and mathematicians. Such partnerships create instructional tools and resources to document the vision for instruction. For example, teams can work together to create instructional frameworks for each grade band that describe standards, mathematics teaching, and units for teaching. This project will develop a process for creating a shared, state-wide vision of high-quality mathematics instruction. It will also develop and study the resources to implement that vision at the state, district, and school levels. In addition, the project will investigate a collaborative process of designing and implementing high-quality mathematics instruction at a state level.

This project will develop a shared vision of high-quality mathematics instruction intended to improve systemic coherence during the implementation of education innovations. The project uses a research-practice partnership with a design-based implementation research design. To examine and support implementation of the vision, partners will continue a process of developing instructional frameworks, research and practice briefs, as well as additional resources as needed by stakeholders in the system. Engaging partners at all levels of the system is a central component of developing the shared vision of instruction. This project includes three major research questions. First, what are visions of high-quality mathematics instruction held by educators at different levels of a state educational system? Second, in what ways do educators' visions of high-quality mathematics instruction mediate their use of implementation resources in practice? Finally, in what ways do educators’ visions of high-quality mathematics instruction mediate their participation in the co-design of implementation resources? An activity theory framework is used to understand the interactions between partners at different levels in the system and the creation of artifacts during the design process. The research methods for the study are situated in design-based research to capture the conjectures, instructional resources, design processes, and outcomes of the process. The project will use case studies of partner districts, data gathering from interactions with partners, artifacts of the design process, and other documentation to understand how the vision is created and enacted in different settings and to develop an empirically supported design framework and methodology for implementing STEM innovations at scale that centralizes a shared instructional vision.

Building Insights through Observation: Researching Arts-based Methods for Teaching and Learning with Data

This project will use visualizations from an easily accessible tool from NOAA, Science On a Sphere, to help students develop critical thinking skills and practices required to effectively make meaning from authentic scientific data. The project will use arts-based pedagogies for observing, analyzing, and critiquing visual features of data visualizations to build an understanding of what the data reveal. The project will work with middle school science teachers to develop tools for STEM educators to use these data visualizations effectively.

Lead Organization(s): 
Award Number: 
2101310
Funding Period: 
Thu, 07/01/2021 to Mon, 06/30/2025
Full Description: 

Innovations in data collection, infrastructure, and visualization play an important role in modern society. Large, complex datasets are accessible to and shared widely with the public. However, students need to learn how to interpret and reason about visualizations of scientific data. This project will use visualizations from an easily accessible tool from NOAA, Science On a Sphere, to help students develop critical thinking skills and practices required to effectively make meaning from authentic scientific data. The project will use arts-based pedagogies for observing, analyzing, and critiquing visual features of data visualizations to build an understanding of what the data reveal. The project will work with middle school science teachers to develop tools for STEM educators to use these data visualizations effectively. This project focuses on visual thinking skills that have been found to apply in both science and art: describing, wondering, recognizing uncertainty, and interpreting with evidence.

The project will conduct foundational research to understand the ways in which arts-based instructional methods and geospatial data visualization can be successfully applied by science teachers. The research will examine: (1) the ways in which arts-based instructional methods can be successfully applied by STEM teachers; (2) critical elements in the process of learning and applying these techniques to influence teachers’ content, pedagogical, and technological knowledge; and (3) for which transferable data literacy skills these approaches show most promise with children. This project will use a design-based research framework to develop data literacy teaching approaches in partnership with middle school teachers. The research process will include data about teachers’ development and students’ learning about data literacy. Data to be collected include qualitative and quantitative information from teachers and students.

Reducing Racially Biased Beliefs by Fostering a Complex Understanding of Human Genetics Research in High School Biology Students (Collaborative Research: Donovan)

The project will refine a genetics education curriculum, called Humane Genome Literacy (HGL), in order to reduce belief in genetic essentialism. This research will provide curriculum writers and educators with knowledge about how to design a humane genetics education to maximize reductions in students’ genetic essentialist beliefs. The research findings will demonstrate how to support teachers who wish to reduce beliefs in genetic essentialism by teaching students about the complexity of human genetics research using the HGL learning materials.

Lead Organization(s): 
Award Number: 
2100864
Funding Period: 
Wed, 09/01/2021 to Sun, 08/31/2025
Full Description: 

Genetic essentialism is the belief that people of the same race share genes that make them physically, cognitively, and behaviorally uniform, and thus different from other races. The project will refine a genetics education curriculum, called Humane Genome Literacy (HGL), in order to reduce belief in genetic essentialism. This research will provide curriculum writers and educators with knowledge about how to design a humane genetics education to maximize reductions in students’ genetic essentialist beliefs and minimize the threat of backfiring (unintentionally increasing belief in essentialism). The research findings will demonstrate how to support teachers who wish to reduce beliefs in genetic essentialism by teaching students about the complexity of human genetics research using the HGL learning materials.  Project research findings, learning materials, and professional development institutes will be made available to educators and researchers across the country who desire to teach genetics to reduce racial prejudice.

To prepare for the research, the project will revise and augment the project’s existing HGL curriculum and professional development institutes.  In year one, the project will develop new versions of the HGL interventions. Using these materials, the project will train teachers to implement new versions of the HGL interventions in their classrooms. Researchers will video and audio record a sample of teachers and students as they learn. These data will be analyzed qualitatively to: (1) examine how the conceptual change of genetic essentialism was promoted or impeded by interactions between teachers, students, and the materials; and (2) identify and corroborate general factors undergirding the backfiring effect.  Knowledge constructed through these studies will be used to revise the HGL interventions and PDIs.  In year three, using the revised versions of the HGL intervention, the project will conduct a cluster randomized trial (CRT). The CRT will compare the HGL interventions to a well-defined “business as usual” genetics curriculum, using a statistically powerful and geographically diverse sample (N = 135 teachers, N = 16,200 students, from 33 states). Using data from the CRT, the project will identify classrooms where the interventions reduced essentialism, had no effect on it, and where it backfired. Then, the project will use stimulated recall methods to interview the teachers and students in those classrooms to make sense of factors that contributed to these outcomes. The project will use this information to develop the final version of the HGL interventions and PDI materials. By the end of year four, the project will have trained an additional 90-100 teachers to use HGL interventions, reaching an additional 10,800-12,000 students, in at least 33 different states.

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