Teachers

Exploring Early Childhood Teachers' Abilities to Identify Computational Thinking Precursors to Strengthen Computer Science in Classrooms

This project will explore PK-2 teachers' content knowledge by investigating their understanding of the design and implementation of culturally relevant computer science learning activities for young children. The project team will design a replicable model of PK-2 teacher professional development to address the lack of research in early computer science education.

Lead Organization(s): 
Award Number: 
2006595
Funding Period: 
Tue, 09/01/2020 to Thu, 08/31/2023
Full Description: 

Strengthening computer science education is a national priority with special attention to increasing the number of teachers who can deliver computer science education in schools. Yet computer science education lacks the evidence to determine how teachers come to think about computational thinking (a problem-solving process) and how it could be integrated within their day-to-day classroom activities. For teachers of pre-kindergarten to 2nd (PK-2) grades, very little research has specifically addressed teacher learning. This oversight challenges the achievement of an equitable, culturally diverse, computationally empowered society. The project team will design a replicable model of PK-2 teacher professional development in San Marcos, Texas, to address the lack of research in early computer science education. The model will emphasize three aspects of teacher learning: a) exploration of and reflection on computer science and computational thinking skills and practices, b) noticing and naming computer science precursor skills and practices in early childhood learning, and c) collaborative design, implementation and assessment of learning activities aligned with standards across content areas. The project will explore PK-2 teachers' content knowledge by investigating their understanding of the design and implementation of culturally relevant computer science learning activities for young children. The project includes a two-week computational making and inquiry institute focused on algorithms and data in the context of citizen science and historical storytelling. The project also includes monthly classroom coaching sessions, and teacher meetups.

The research will include two cohorts of 15 PK-2 teachers recruited from the San Marcos Consolidated Independent School District (SMCISD) in years one and two of the project. The project incorporates a 3-phase professional development program to be run in two cycles for each cohort of teachers. Phase one (summer) includes a 2-week Computational Making and Inquiry Institute, phase two (school year) includes classroom observations and teacher meetups and phase three (late spring) includes an advanced computational thinking institute and a community education conference. Research and data collection on impacts will follow a mixed-methods approach based on a grounded theory design to document teachers learning. The mixed-methods approach will enable researchers to triangulate participants' acquisition of new knowledge and skills with their developing abilities to implement learning activities in practice. Data analysis will be ongoing, interweaving qualitative and quantitative methods. Qualitative data, including field notes, observations, interviews, and artifact assessments, will be analyzed by identifying analytical categories and their relationships. Quantitative data includes pre to post surveys administered at three-time points for each cohort. Inter-item correlations and scale reliabilities will be examined, and a repeated measures ANOVA will be used to assess mean change across time for each of five measures. Project results will be communicated via peer-reviewed journals, education newsletters, annual conferences, family and teacher meetups, and community art and culture events, as well as on social media, blogs, and education databases.

Parents, Teachers, and Multilingual Children Collaborating on Mathematics Together (Collaborative Research: Quintos)

The goal of this project is to develop and study a mathematics partnership that engages multilingual children, their teachers, and their parents in mathematical experiences together. The project will design professional learning opportunities for parents, teachers, and students, and study the ways in which the professional learning opportunities influence teacher beliefs, quality of instruction, parent beliefs, and teacher and parent understanding of positioning.

Award Number: 
2010417
Funding Period: 
Mon, 06/01/2020 to Fri, 05/31/2024
Full Description: 

The connections between students' home and family contexts and the activities of formal schooling are critical to support meaningful learning and family engagement in formal schooling. The need to better understand and make use of those connections is particularly important for multilingual learners whose family and cultural contexts may differ significantly from school contexts and their teachers' own experiences. The goal of this project is to develop and study a mathematics partnership that engages multilingual children, their teachers, and their parents in mathematical experiences together. These mathematical experiences are designed to advance equity in mathematics education for multilingual students. The project will design professional learning opportunities for parents, teachers, and students, and study the ways in which the professional learning opportunities influence teacher beliefs, quality of instruction, parent beliefs, and teacher and parent understanding of positioning.

This project uses a design-based implementation research (DBIR) approach, along with principles of Social Design Experiments to engage in iterative cycles of inquiry to develop, implement, and refine the model. Parents, teachers, and students in three states (Arizona, Maryland, and Missouri) will be recruited that represent diverse populations both with respect to demographics and with respect to the policy contexts surrounding multilingual learners. Two cohorts of parents will be invited to participate in the parent-teacher study group, one consisting of 6 parents and teachers per site and one consisting of 20 parents and their children's teachers per site. In each iteration, data will be collected at multiple time points related to teachers' beliefs about effective math instruction for multilingual students; quality of mathematics instruction for linguistically diverse students; focus group interviews with parents and students, and video records of teachers and parents working with their students doing mathematics during study group convenings. Data analysis will blend quantitative and qualitative methods. Quantitative methods will include t-tests, multivariate, and correlational analyses to examine changes in teacher beliefs, instructional quality, and the relationships between the two. Qualitative analyses using thematic coding and discourse analysis will be used to analyze study group meetings and outcomes related to parent and teacher positioning of multilingual learners.

Parents, Teachers, and Multilingual Children Collaborating on Mathematics Together (Collaborative Research: Pinnow)

The goal of this project is to develop and study a mathematics partnership that engages multilingual children, their teachers, and their parents in mathematical experiences together. The project will design professional learning opportunities for parents, teachers, and students, and study the ways in which the professional learning opportunities influence teacher beliefs, quality of instruction, parent beliefs, and teacher and parent understanding of positioning.

Lead Organization(s): 
Award Number: 
2010260
Funding Period: 
Mon, 06/01/2020 to Fri, 05/31/2024
Full Description: 

The connections between students' home and family contexts and the activities of formal schooling are critical to support meaningful learning and family engagement in formal schooling. The need to better understand and make use of those connections is particularly important for multilingual learners whose family and cultural contexts may differ significantly from school contexts and their teachers' own experiences. The goal of this project is to develop and study a mathematics partnership that engages multilingual children, their teachers, and their parents in mathematical experiences together. These mathematical experiences are designed to advance equity in mathematics education for multilingual students. The project will design professional learning opportunities for parents, teachers, and students, and study the ways in which the professional learning opportunities influence teacher beliefs, quality of instruction, parent beliefs, and teacher and parent understanding of positioning.

This project uses a design-based implementation research (DBIR) approach, along with principles of Social Design Experiments to engage in iterative cycles of inquiry to develop, implement, and refine the model. Parents, teachers, and students in three states (Arizona, Maryland, and Missouri) will be recruited that represent diverse populations both with respect to demographics and with respect to the policy contexts surrounding multilingual learners. Two cohorts of parents will be invited to participate in the parent-teacher study group, one consisting of 6 parents and teachers per site and one consisting of 20 parents and their children's teachers per site. In each iteration, data will be collected at multiple time points related to teachers' beliefs about effective math instruction for multilingual students; quality of mathematics instruction for linguistically diverse students; focus group interviews with parents and students, and video records of teachers and parents working with their students doing mathematics during study group convenings. Data analysis will blend quantitative and qualitative methods. Quantitative methods will include t-tests, multivariate, and correlational analyses to examine changes in teacher beliefs, instructional quality, and the relationships between the two. Qualitative analyses using thematic coding and discourse analysis will be used to analyze study group meetings and outcomes related to parent and teacher positioning of multilingual learners.

Parents, Teachers, and Multilingual Children Collaborating on Mathematics Together (Collaborative Research: Civil)

The goal of this project is to develop and study a mathematics partnership that engages multilingual children, their teachers, and their parents in mathematical experiences together. The project will design professional learning opportunities for parents, teachers, and students, and study the ways in which the professional learning opportunities influence teacher beliefs, quality of instruction, parent beliefs, and teacher and parent understanding of positioning.

Lead Organization(s): 
Award Number: 
2010230
Funding Period: 
Mon, 06/01/2020 to Fri, 05/31/2024
Full Description: 

The connections between students' home and family contexts and the activities of formal schooling are critical to support meaningful learning and family engagement in formal schooling. The need to better understand and make use of those connections is particularly important for multilingual learners whose family and cultural contexts may differ significantly from school contexts and their teachers' own experiences. The goal of this project is to develop and study a mathematics partnership that engages multilingual children, their teachers, and their parents in mathematical experiences together. These mathematical experiences are designed to advance equity in mathematics education for multilingual students. The project will design professional learning opportunities for parents, teachers, and students, and study the ways in which the professional learning opportunities influence teacher beliefs, quality of instruction, parent beliefs, and teacher and parent understanding of positioning.

This project uses a design-based implementation research (DBIR) approach, along with principles of Social Design Experiments to engage in iterative cycles of inquiry to develop, implement, and refine the model. Parents, teachers, and students in three states (Arizona, Maryland, and Missouri) will be recruited that represent diverse populations both with respect to demographics and with respect to the policy contexts surrounding multilingual learners. Two cohorts of parents will be invited to participate in the parent-teacher study group, one consisting of 6 parents and teachers per site and one consisting of 20 parents and their children's teachers per site. In each iteration, data will be collected at multiple time points related to teachers' beliefs about effective math instruction for multilingual students; quality of mathematics instruction for linguistically diverse students; focus group interviews with parents and students, and video records of teachers and parents working with their students doing mathematics during study group convenings. Data analysis will blend quantitative and qualitative methods. Quantitative methods will include t-tests, multivariate, and correlational analyses to examine changes in teacher beliefs, instructional quality, and the relationships between the two. Qualitative analyses using thematic coding and discourse analysis will be used to analyze study group meetings and outcomes related to parent and teacher positioning of multilingual learners.

Preparing Teachers to Design Tasks to Support, Engage, and Assess Science Learning in Rural Schools

This study focuses on working with teachers to develop assessment practices that focuses on the three NGSS dimensions of science ideas, practices and cross-cutting concepts, and adds two more dimensions; teachers will develop assessment tasks interesting to students, and promote the development of their science identities. To advance equitable opportunities for all students to learn science, this project will design and provide an online course to support rural teachers who teach science in grades 6-12.

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
2010086
Funding Period: 
Tue, 09/01/2020 to Sat, 08/31/2024
Full Description: 

Nationally, a third of US students attend rural or remote schools, yet rural teachers receive fewer opportunities to work together and engage in professional learning than their suburban and urban counterparts. This, in turn, can reflect on the opportunities for rural students to learn the high quality, up-to-date science ideas, practices, and concepts that are required by state standards, especially those aligned with the Next Generation Science Standards (NGSS). To advance equitable opportunities for all students to learn science, the project team will design and provide an online course to support rural teachers who teach science in grades 6-12. The course will focus on improving classroom science assessment practices and instruction to meet the unique needs of rural educators and their students. Too often, science concepts are removed from the lives of rural students, although their homes, communities and natural environments are filled with ideas and experiences that can make science come alive. When teachers link assessment and instruction to students' everyday lives, students have enhanced interest in and identification with science. This, in turn, can lead more students to pursue science and applied science fields beyond high school, to broaden the STEM pipeline. In addition, students are better prepared to participate in science in their communities as empowered citizens. This study focuses on working with teachers to develop assessment practices that not only focus on the three NGSS dimensions of science ideas, practices and cross-cutting concepts, it also adds two more dimensions; teachers will develop assessment tasks interesting to students, and promote the development of their science identities. The researchers refer to this as 5D assessment.

Researchers at Colorado University Boulder and BSCS Science Learning will use design-based implementation research to collaboratively design an online course sequence that targets 5D assessment in science. The study will proceed in three phases: a rapid ethnographic study to assess the needs of teachers serving a variety of rural communities, a study of teachers' use of an online platform for their professional learning, and lastly an experimental study to research the effects of the online course on teacher and student outcomes. Researchers will recruit 10 teachers to take the on-line course for the professional development and collect data on participating teachers' implementation of the course ideas through classroom videotaping and surveys designed to capture their changing practices. In the third year of the project, researchers will conduct an impact study with 70 secondary science teachers taking the re-designed on-line course, and compare their outcomes with a "business-as-usual" condition. The impact of course will be measured by questionnaires that address their vision for teaching the NGSS and self-reported instructional practices; classroom observations; and, teacher-constructed student assessments. Student outcomes will be measured using science interest and identity surveys, and an examination of student work products that demonstrate students' ability to use the science and engineering practice of modeling, a practice likely to be encountered in all NGSS science classrooms. The project will identify conditions under which learning about 5D assessment task design can support instructional improvement, increase student interest in science and engineering, and enhance students' opportunities to learn. The researchers hypothesize that the online program will have a positive impact on teachers' vision, classroom practices, and their use of high-quality 5D tasks. They also hypothesize that teacher participation will result in significant increases in student interest in and identification with science, and that these effects will be mediated by teacher outcomes. Finally, the researchers hypothesize that effects will be equitable across demographic variables in rural communities.

Synchronous Online Video-Based Development for Rural Mathematics Coaches (Collaborative Research: Amador)

This project will create a fully online video-based model for mathematics teacher professional development focused on supporting mathematics coaches in rural contexts, building on the investigators' previous work focused on online professional learning opportunities for mathematics teachers in rural contexts.

Lead Organization(s): 
Award Number: 
2006353
Funding Period: 
Fri, 05/15/2020 to Tue, 04/30/2024
Full Description: 

Mathematics coaching is a research-based method to improve teacher quality, yet there is little research on teaching and coaching mathematics in rural contexts. In addition, mathematics coaches in rural contexts frequently work in isolation with little access to professional learning opportunities to support their coaching practice. This project will create a fully online video-based model for mathematics teacher professional development focused on supporting mathematics coaches in rural contexts, building on the investigators' previous work focused on online professional learning opportunities for mathematics teachers in rural contexts. Results from the previous project focused on rural teachers and their coaches show that the professional development model increased connections between what teachers notice about student thinking and broader principles of teaching and learning, that teachers were able to enact stronger levels of ambitious mathematics instruction, and that teachers who received coaching showed a stronger focus on math content and instructional practice. This extension of the model to coaches includes an online content-focused coaching course, cycles of one-on-one video-based coaching, and an online video club to analyze coaching practice. The video clubs will be structured as a graduated model that will begin with facilitation by mentor coaches and move into coach participants facilitating their own sessions.

Three cohorts of 12 coach participants will be recruited, with one cohort launching each year. In the first year, coaches will participate in four 2-hour synchronous content-focused course meetings, two coaching cycles with a mentor coach, and four video club meetings. In the second year, cohorts will conduct and facilitate four video club meetings. Research on impact follows a design-based model, with iterative cycles of design and revision of the online model. An ongoing analysis of 15-20% of the data collected each year will be used to inform revisions to the model from year to year, with fuller data analysis ongoing throughout the project. Participating coaches will be engaged in a noticing interview and surveys to assess changes in their perceptions and practices as coaches. Each coach participant will record one coaching interaction as data to assess changes in coaching practices. Patterns of participation and artifacts from the online course will be analyzed. Coaching cycle meetings and video club meetings will be recorded and transcribed. The Learning to Notice framework will be used as an analytical lens for describing changes in coaching practice.

The Discovery Research preK-12 program (DRK-12) seeks to significantly enhance the learning and teaching of science, technology, engineering and mathematics (STEM) by preK-12 students and teachers, through research and development of innovative resources, models and tools. Projects in the DRK-12 program build on fundamental research in STEM education and prior research and development efforts that provide theoretical and empirical justification for proposed projects.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

Synchronous Online Video-Based Development for Rural Mathematics Coaches (Collaborative Research: Choppin)

This project will create a fully online video-based model for mathematics teacher professional development focused on supporting mathematics coaches in rural contexts, building on the investigators' previous work focused on online professional learning opportunities for mathematics teachers in rural contexts.

Lead Organization(s): 
Award Number: 
2006263
Funding Period: 
Fri, 05/15/2020 to Tue, 04/30/2024
Full Description: 

Mathematics coaching is a research-based method to improve teacher quality, yet there is little research on teaching and coaching mathematics in rural contexts. In addition, mathematics coaches in rural contexts frequently work in isolation with little access to professional learning opportunities to support their coaching practice. This project will create a fully online video-based model for mathematics teacher professional development focused on supporting mathematics coaches in rural contexts, building on the investigators' previous work focused on online professional learning opportunities for mathematics teachers in rural contexts. Results from the previous project focused on rural teachers and their coaches show that the professional development model increased connections between what teachers notice about student thinking and broader principles of teaching and learning, that teachers were able to enact stronger levels of ambitious mathematics instruction, and that teachers who received coaching showed a stronger focus on math content and instructional practice. This extension of the model to coaches includes an online content-focused coaching course, cycles of one-on-one video-based coaching, and an online video club to analyze coaching practice. The video clubs will be structured as a graduated model that will begin with facilitation by mentor coaches and move into coach participants facilitating their own sessions.

Three cohorts of 12 coach participants will be recruited, with one cohort launching each year. In the first year, coaches will participate in four 2-hour synchronous content-focused course meetings, two coaching cycles with a mentor coach, and four video club meetings. In the second year, cohorts will conduct and facilitate four video club meetings. Research on impact follows a design-based model, with iterative cycles of design and revision of the online model. An ongoing analysis of 15-20% of the data collected each year will be used to inform revisions to the model from year to year, with fuller data analysis ongoing throughout the project. Participating coaches will be engaged in a noticing interview and surveys to assess changes in their perceptions and practices as coaches. Each coach participant will record one coaching interaction as data to assess changes in coaching practices. Patterns of participation and artifacts from the online course will be analyzed. Coaching cycle meetings and video club meetings will be recorded and transcribed. The Learning to Notice framework will be used as an analytical lens for describing changes in coaching practice.

The Discovery Research preK-12 program (DRK-12) seeks to significantly enhance the learning and teaching of science, technology, engineering and mathematics (STEM) by preK-12 students and teachers, through research and development of innovative resources, models and tools. Projects in the DRK-12 program build on fundamental research in STEM education and prior research and development efforts that provide theoretical and empirical justification for proposed projects.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

Place-Based Learning for Elementary Science at Scale (PeBLES2)

To support equitable access to place-based science learning opportunities, Maine Mathematics and Science Alliance in collaboration with BSCS Science Learning, will develop and test a model to support 3rd-5th grade teachers in incorporating locally or culturally relevant place-based phenomena into rigorously tested curricular units that meet the expectations of the NGSS. The project team will develop two units that could be used in any region across the country with built-in opportunities and embedded supports for teachers to purposefully adapt curriculum to include local phenomena.

Award Number: 
2009613
Funding Period: 
Fri, 05/15/2020 to Tue, 04/30/2024
Full Description: 

This project investigates how to design instructional resources and supporting professional learning that value rigor and standardization while at the same time creating experiences that help students understand their worlds by connecting to local phenomena, communities, and cultures. Currently, many instructional materials designed for widespread use do not connect to local phenomena, while units that do incorporate local phenomena are often developed from the ground up by community members, requiring extensive time and resources.  To support equitable access to place-based science learning opportunities, the Maine Mathematics and Science Alliance in collaboration with BSCS Science Learning, will develop and test a model to support 3rd-5th grade teachers in incorporating locally or culturally relevant place-based phenomena into rigorously tested units that meet the expectations of the Next Generation Science Standards (NGSS). The project team will develop two units and associated professional learning that could be used in any region across the country with built-in opportunities for teachers to purposefully adapt curriculum to include local phenomena.

A design based research approach will be used to: 1) iteratively design, test, and revise, two locally adaptable instructional resource packages for Grades 3-5 science; 2) examine how teachers apply unit resources and professional learning experiences to incorporate local phenomena into the curriculum and their teaching; and 3) examine how the process of curriculum adaptation can support teacher understanding of the science ideas and phenomena within the units, teacher agency and self-efficacy beliefs in science teaching, and student perceptions of relevance and interest in science learning. Participating teachers will range from rural and urban settings in California, Colorado, and Maine. Data sources will include instructional logs, teacher surveys, and student electronic exit tickets from 50 classrooms per unit as well as teacher interviews, classroom observations, and student focus groups from six exemplar case study teachers per unit. Evaluation of the project will focus on monitoring the (1) quality of the research and development components, (2) quality of program implementation to inform program improvement and future implementation, and (3) potential of scaling up the program to other sites and organizations. The design and research from this project will advance the field’s knowledge about how to design instructional materials and professional learning experiences that meet the expectations of the NGSS while also empowering teachers to adapt materials in productive ways, drawing on locally or culturally relevant phenomena.

Fostering Equitable Groupwork to Promote Conceptual Mathematics Learning

This exploratory study involves a long-term partnership between the principal investigator (PI) and a middle school teacher and her students. Two major goals of the study are to describe how students learn to collaborate with one another over time to make sense of mathematics, and how students and their teacher negotiate what constitutes equitable collaboration, with African American students' perspectives being prioritized. In this way, it adds to this body of literature by: a) prioritizing African American students?

Lead Organization(s): 
Award Number: 
2010172
Funding Period: 
Sat, 08/01/2020 to Mon, 07/31/2023
Full Description: 

When students work in small groups it can promote rich learning opportunities and teach them to collaborate in ways that are important for life and future work. Having students work in small groups, however, can also create opportunities for some students to be marginalized in implicit and explicit ways. Research on using equitable groupwork in which issues of status are consciously addressed by the teacher has shown that such work can have a positive impact on students? opportunities to learn (broadly defined as learning content but also students? developing positive mathematical identities and perspectives on what it means to know/do mathematics). Most of the work on equitable groupwork in mathematics education have had pre-determined definitions of what it means to collaborate. This exploratory study involves a long-term partnership between the principal investigator (PI) and a middle school teacher and her students. Two major goals of the study are to describe how students learn to collaborate with one another over time to make sense of mathematics, and how students and their teacher negotiate what constitutes equitable collaboration, with African American students' perspectives being prioritized. In this way, it adds to this body of literature by: a) prioritizing African American students? perspectives on collaboration from the outset; b) describing, longitudinally, how students learn to collaborate; c) documenting students' mathematics learning within the context of small groups; and d) developing a set of resources for teacher educators, teachers, and students that focus on equitable groupwork.

Using theories and methods from discursive psychology and discourse analysis, the PI of this project will collaborate with a middle grades mathematics teacher to examine equitable groupwork. The small private school enrolls mostly African American students from low income neighborhoods. The PI draws on research related to complex instruction and empirical studies on equitable groupwork and productive student interactions. The basis for the developing definition of equitable collaboration involves gathering information from students about the kinds of relationships and interactions they value, as well as drawing on asset-based and humanizing research related to African American students from mathematics education and education literatures. This information will be used to inform the partnership work as well as be used to analyze the data that will be collected. There are many novel aspects of the work, including, for example, a continual interaction between how students are interacting and the developing idea of ?equitable participation? and practices that might support that kind of participation.

The proposal includes three phases of work with the collaborating teacher to read, plan, reflect, and view videos and research cycles. In the three phases, groupworthy tasks will be developed, the teacher will use these tasks and other important aspects of complex instruction to enact the tasks, and data will be collected focused on these enactments. The work will begin with the 6th grade, then expand into additional years. The data sources will be gathered in the work with the practicing teacher (e.g., recordings of planning and reflection sessions), in the classroom enactments of the groupworthy tasks (e.g., video, audio, fieldnotes, written work), and outside of the classroom teaching time (e.g., interviews with students). The learning of mathematics involves understanding the changes that take place in how students talk about mathematics and how they collaborate over time. The PI will use particular discourse-analytic methods, including thematic analyses from systemic functional linguistics. Such strategies help to focus on the content of the discussions and how people put various ideas in relationship to one another over time. The PI will analyze the small group interactions to develop 12 vignettes that can be used to do focus group interviews with students and later be used in teacher education. These vignettes will include, for example, illustrations of equitable collaborations and variations of issues that come up (e.g, missed opportunities that might keep the interaction from being productive).

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

Developing a Suite of Standards-based Instructionally Supportive Tools for Middle School Computer Science

This project will develop a set of educative resources, assessment tools and teacher professional development (PD) activities to support teachers in developing knowledge of CS standards and improving their instructional pedagogy. Teachers will learn to use formative assessments related to these standards to determine student understanding. Improved CS instruction that is responsive to the needs and challenges of the student population is particularly critical in school districts with a large population of students who are typically underserved and under-represented in computer science.

Lead Organization(s): 
Award Number: 
2010591
Funding Period: 
Fri, 05/15/2020 to Sun, 04/30/2023
Full Description: 

As computing has become an integral part of the world and the workforce, demand for computer science (CS) education in K-12 classrooms is growing. States and school districts in the U.S. are increasing CS course offerings, increasing the need for teachers with CS content and teaching knowledge. However, many CS teachers are not originally certified to teach computer science and often lack the necessary tools, resources, and training. This project will develop a set of educative resources, assessment tools and teacher professional development (PD) activities to support teachers in developing knowledge of CS standards and improving their instructional pedagogy. Teachers will learn to use formative assessments related to these standards to determine student understanding. Improved CS instruction that is responsive to the needs and challenges of the student population is particularly critical in school districts with a large population of students who are typically underserved and under-represented in computer science. The project, a partnership between SRI International and the Milwaukee Public School District, will provide professional development experiences tied to standards instead of a specific curriculum in order to support diverse teachers teaching a variety of computer science curricula using different programming languages. Teachers will receive training via a combination of virtual webinars and face-to-face instruction. Teachers will have opportunities to evaluate their own teaching and measure their students' progress towards the standards.

The research will examine how these teacher professional development activities can help improve CS content and pedagogical knowledge for teachers. The team will use a mixed-methods design to answer three research questions: 1) How can CS standards-aligned educative instructional supports be designed to be informative and useful to middle school CS teachers using different CS curricula and what professional development (PD) do teachers need to be able to use and benefit from these educative instructional supports? 2) What are the different ways in which teachers adapt and use the standards-aligned educative resources and instructionally supportive CS assessment tools in their CS classes? 3) How can standards-aligned instructional supports and teacher PD improve middle school teachers' CS pedagogical content knowledge and improve their implementation of standards-aligned CS instruction? To answer research question one, the team will use an Evidence-Centered Design approach to systematically unpack each standard and develop aligned instructionally supportive assessments and scoring guides. Data analysis for research question one includes qualitative analysis of student cognitive interviews to determine students' proficiencies and challenges, analysis of teacher PD surveys, inter-rater reliability analysis of teacher and researcher scores on assessments, psychometric analysis of student responses for reliability and validity evidence, analysis of classroom observations of teachers responding to data from assessments, and analysis of teacher interviews providing feedback on the usefulness of the PD provided and the assessment tasks and scoring guides that have been developed. For research questions two and three, the project will collect and analyze data from multiple sources, including teacher interviews, classroom observations, teacher PCK (pedagogical content knowledge) surveys, and teacher logs to determine the impacts of the project. Data analysis for questions two and three will include analysis of shifts in teacher PCK between the start of year two and the end of year three, qualitative analysis of observations of teachers' instructional practices, and analysis of teacher interviews reflecting on individual formative assessment practices and decisions. The project will recruit 16 teachers of varying experience levels. Additionally, upto 450 middle school students will be recruited with a significant number of female, African-American, and Hispanic students represented in the sample. Project evaluation will examine the overall achievement of program goals and objectives. Project results will be disseminated widely at national conferences and through submissions to refereed journals. The project resources and instructionally supportive tools including PD Webinars will be made available online to school districts and teachers.

The Discovery Research preK-12 program (DRK-12) seeks to significantly enhance the learning and teaching of science, technology, engineering and mathematics (STEM) by preK-12 students and teachers, through research and development of innovative resources, models and tools. Projects in the DRK-12 program build on fundamental research in STEM education and prior research and development efforts that provide theoretical and empirical justification for proposed projects.

This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

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