Broadening Participation

Pandemic Learning Loss in U.S. High Schools: A National Examination of Student Experiences

As a result of the COVID-19 pandemic, schools across much of the U.S. have been closed since mid-March of 2020 and many students have been attempting to continue their education away from schools. Student experiences across the country are likely to be highly variable depending on a variety of factors at the individual, home, school, district, and state levels. This project will use two, nationally representative, existing databases of high school students to study their experiences in STEM education during the COVID-19 pandemic.

Lead Organization(s): 
Award Number: 
2030436
Funding Period: 
Fri, 05/15/2020 to Fri, 04/30/2021
Full Description: 

As a result of the COVID-19 pandemic, schools across much of the U.S. have been closed since mid-March of 2020 and many students have been attempting to continue their education away from schools. Student experiences across the country are likely to be highly variable depending on a variety of factors at the individual, home, school, district, and state levels. This project will use two, nationally representative, existing databases of high school students to study their experiences in STEM education during the COVID-19 pandemic. The study intends to ascertain whether students are taking STEM courses in high school, the nature of the changes made to the courses, and their plans for the fall. The researchers will identify the electronic learning platforms in use, and other modifications made to STEM experiences in formal and informal settings. The study is particularly interested in finding patterns of inequities for students in various demographic groups underserved in STEM and who may be most likely to be affected by a hiatus in formal education.

This study will collect data using the AmeriSpeak Teen Panel of approximately 2,000 students aged 13 to 17 and the Infinite Campus Student Information System with a sample of approximately 2.5 million high school students. The data sets allow for relevant comparisons of student experiences prior to and during the COVID-19 pandemic and offer unique perspectives with nationally representative samples of U.S. high school students. New data collection will focus on formal and informal STEM learning opportunities, engagement, STEM course taking, the nature and frequency of instruction, interactions with teachers, interest in STEM, and career aspirations. Weighted data will be analyzed using descriptive statistics and within and between district analysis will be conducted to assess group differences. Estimates of between group pandemic learning loss will be provided with attention to demographic factors.

This RAPID award is made by the DRK-12 program in the Division of Research on Learning. The Discovery Research PreK-12 program (DRK-12) seeks to significantly enhance the learning and teaching of science, technology, engineering and mathematics by preK-12 students and teachers, through the research and development of new innovations and approaches. 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 the 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.

 

 

 

 

Leveraging Simulations in Preservice Preparation to Improve Mathematics Teaching for Students with Disabilities (Collaborative Research: Jones)

This project aims to support the mathematics learning of students with disabilities through the development and use of mixed reality simulations for elementary mathematics teacher preparation. These simulations represent low-stakes opportunities for preservice teachers to practice research-based instructional strategies to support mathematics learning, and to receive feedback on their practices.

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
2010298
Funding Period: 
Fri, 05/01/2020 to Tue, 04/30/2024
Full Description: 

The preparation of general education teachers to support the mathematics learning of students with disabilities is critical, as students with disabilities are overrepresented in the lower ranks of mathematics achievement. This project aims to address this need in the context of elementary mathematics teacher preparation through the development and use of mixed reality simulations. These simulations represent low-stakes opportunities for preservice teachers to practice research-based instructional strategies to support mathematics learning, and to receive feedback on their practices. Learning units that use the simulations will focus on two high leverage practices: teacher modeling of self-monitoring and reflection strategies during problem solving and using strategy instruction to teach students to support problem solving. These high-leverage teaching practices will support teachers engaging all students, including students with disabilities, in conceptually sophisticated mathematics in which students are treated as sense-makers and empowered to do mathematics in culturally meaningful ways.

The project work encompasses three primary aims. The first aim is to develop a consensus around shared definitions of high-leverage practices across the mathematics education and special education communities. To accomplish this goal, the project will convene a series of consensus-building panels with mathematics education and special education experts to develop shared definitions of the two targeted high leverage practices. This work will include engaging with current research, group discussion, and production of documents with specifications for the practices. The second aim is to develop learning units for elementary mathematics methods courses grounded in mixed reality simulation. These simulations will allow teacher candidates to enact the high leverage practices with simulated students and to receive coaching on their practice from the research team. The impact of this work will be assessed through the analysis of interviews with teacher educators implementing the units and observations and artifacts from the implementations. The third aim will be to assess the effectiveness of the simulations on teacher candidates? practices and beliefs through small-scaled randomized control trials. Teacher candidates will be randomly assigned to conditions that address the practices and make use of simulations, and a business as usual condition focused on lesson planning, student assessment, and small group discussions of the high leverage practices. The impact of the work will be assessed through the analysis of baseline and exit simulations, measures of teacher self-efficacy for teaching students with disabilities, and observations of classroom teaching in their clinical placement settings.

International Mind, Brain and Education Society (IMBES): 2020 Biennial Conference

This award will support teacher practitioners from the U.S. to attend the 2020 International Mind, Brain, and Education Society (IMBES) conference. The IMBES conference is an opportunity for scholars and educators to come together to engage in reciprocal dialogue about research and practice in biology, education, and the cognitive and developmental sciences.

Lead Organization(s): 
Award Number: 
2016241
Funding Period: 
Sun, 03/15/2020 to Thu, 12/31/2020
Full Description: 

The International Mind, Brain, and Education Society (IMBES) conference has taken place every 2-3 years since 2007. IMBES aims to facilitate cross-cultural collaboration in biology, education, and the cognitive and developmental sciences. The IMBES meeting is an opportunity for scholars and educators to come together to engage in reciprocal dialogue about research and practice. Researchers investigating learning processes have the opportunity to share results with educators and receive feedback on the translational opportunities for the research. Educators can update their understanding of the cognitive and neural bases of learning and impart their knowledge of efficacious techniques, tools, and classroom practices with researchers. This type of interaction between researchers and practitioners is crucial for generating research that contributes to usable knowledge for education. This conference aims to assess the degree to which scientific ideas are ready for the classroom, consider the extent to which further educational research is still required, evaluate the potential of current research in meaningfully shaping pedagogy, and recognize opportunities to use the classroom to challenge the robustness of research.

This award to Temple University will provide partial support for the International, Mind, Brain, and Education Society (IMBES) conference to be held in Montreal in June 2020. This award will specifically support teacher practitioners from the U.S. to attend the conference and learn more about educational neuroscience and its potential implications for practice. The teacher practitioners will also have opportunities to share with researchers the nature of effective educational practice.

Responding to an Emerging Epidemic through Science Education

This research project will produce curricular materials designed to help students learn about viral epidemics as both a scientific and social issue. It will engage students in scientific modeling of the epidemic and in critical analyses of media and public health information about the virus. This approach helps students connect their classroom learning experiences with their lives beyond school, a key characteristic of science literacy.

Partner Organization(s): 
Award Number: 
2023088
Funding Period: 
Sun, 03/01/2020 to Sun, 02/28/2021
Full Description: 

At this moment, there is global concern about the coronavirus disease 2019 (COVID-19) and its potential to become an epidemic in the U.S. and other countries. Reports of past studies on student understanding of epidemics and how they are taught in school indicate that teachers are reticent to teach the material because the science is unclear given the emerging nature of evidence, or because they don?t understand it well themselves. Curricular resources are limited. Consequently, many students are left on their own to grapple with a potential public health emergency that could affect them and their families. The problem is further complicated by misinformation that may be spread through social media. There is less public understanding about the science of the virus and how it spreads; the risk of being infected; treatment, or, the severity of the illness. This research project will produce curricular materials designed to help students learn about viral epidemics as both a scientific and social issue. It will engage students in scientific modeling of the epidemic and in critical analyses of media and public health information about the virus. This approach helps students connect their classroom learning experiences with their lives beyond school, a key characteristic of science literacy. This project is an example of how science education can be both engaging and relevant.

Researchers at the University of North Carolina and the University of Missouri have been studying how to teach about issues at the crossroads of science and social concerns such as community health; they have developed a framework to build curriculum materials focused on student learning of such complex issues through modeling and inquiry. For this study on the coronavirus disease 2019 (COVID-19); first, the researchers will study student responses to the epidemic in real time, collecting data on student initial understandings and concerns. Then, using this information, they will work with 7 high school science teachers familiar with their framework to build a prototype curriculum unit, and test it in classrooms in 4 high schools selected for their socio-economic and ethnic/racial diversity. The study will gather data on student interest in the epidemic, as well as how students access information about it through various forms of media, and how they vet news reports and social media. The researchers will also use pre- and post-test data to assess student learning. After this initial enactment of the curriculum materials developed to teach about the epidemic, researchers and teachers will revise the curriculum materials to make them more effective. The final products will be a curriculum unit that will be readily available and modifiable for teaching and learning about future epidemics, as well as greater understanding about how students deal with vast amounts of information about societal issues that affect their immediate lives and the science behind them.

CAREER: Exploring Teacher Noticing of Students' Multimodal Algebraic Thinking

This project investigates and expands teachers' learning to notice in two important ways. First, the research expands beyond teachers' noticing of written and verbal thinking to attend to gesture and other aspects of embodied and multimodal thinking. Second, the project focuses on algebraic thinking and seeks specifically to understand how teacher noticing relates to the content of algebra. Bringing together multimodal thinking and the mathematical ideas in algebra has the potential to support teachers in providing broader access to algebraic thinking for more students.

Award Number: 
1942580
Funding Period: 
Mon, 06/01/2020 to Sat, 05/31/2025
Full Description: 

Effective teachers of mathematics attend to and respond to the substance of students' thinking in supporting classroom learning. Teacher professional development programs have supported teachers in learning to notice students' mathematical thinking and using that noticing to make instructional decisions in the classroom. This project investigates and expands teachers' learning to notice in two important ways. First, the research expands beyond teachers' noticing of written and verbal thinking to attend to gesture and other aspects of embodied and multimodal thinking. Second, the project focuses on algebraic thinking and seeks specifically to understand how teacher noticing relates to the content of algebra. Bringing together multimodal thinking and the mathematical ideas in algebra has the potential to support teachers in providing broader access to algebraic thinking for more students.

To study teacher noticing of multimodal algebraic thinking, this project will facilitate video club sessions in which teachers examine and annotate classroom video. The video will allow text-based and visual annotation of the videos to obtain rich portraits of the thinking that teachers notice as they examine algebra-related middle school practice. The research team will create a video library focused on three main algebraic thinking areas: equality, functional thinking, and proportional reasoning. Clips will be chosen that feature multimodal student thinking about these content areas, and provide moments that would be fruitful for advancing student thinking. Two cohorts of preservice teachers will engage in year-long video clubs using this video library, annotate videos using an advanced technological tool, and engage in reflective interviews about their noticing practices. Follow-up classroom observations will be conducted to see how teachers then notice multimodal algebraic thinking in their classrooms. Materials to conduct the video clubs in other contexts and the curated video library will be made available, along with analyses of the teacher learning that resulted from their implementation.

CAREER: Promoting Equitable and Inclusive STEM Contexts in High School

This project focuses on fostering equitable and inclusive STEM contexts with attention to documenting and reducing adolescents' experiences of harassment, bias, prejudice and stereotyping. This research will contribute to understanding of the current STEM educational climates in high schools and will help to identify factors that promote resilience in the STEM contexts, documenting how K-12 educators can structure their classrooms and schools to foster success of all students in STEM classes.

Award Number: 
1941992
Funding Period: 
Sat, 02/01/2020 to Fri, 01/31/2025
Full Description: 

This project focuses on fostering equitable and inclusive STEM contexts with attention to documenting and reducing adolescents' experiences of harassment, bias, prejudice and stereotyping. An important barrier to persistence in STEM fields for marginalized groups, including women and ethnic minorities, relates to a culture in many STEM organizations, such as academic institutions, that fosters discrimination, harassment and prejudicial treatment of those from underrepresented groups. This research will contribute to understanding of the current STEM educational climates in high schools and will help to identify factors that promote resilience in the STEM contexts, documenting how K-12 educators can structure their classrooms and schools to foster success of all students in STEM classes. Further, this work will explore how to create schools where students stand-up for each other and support each other so that any student who is interested will feel welcome in STEM classes and programs.

This research aims to examine cultures of discrimination and harassment in STEM contexts with attention to: 1) assessing STEM climates in high schools in order to identify the character of discrimination and harassment, 2) understanding how youth think about these instances of bias and discrimination; 3) identifying pathways to resilience for underrepresented youth pursuing STEM interests, and 4) testing an intervention to promote bystander intervention from those who witness discrimination and harassment in STEM contexts. This research will take an intersectional approach recognizing that those who are marginalized by multiple dimensions of their identity may experience STEM contexts differently than those who are marginalized by one dimension of their identity. Because adolescence is a critical developmental period during which youth are forming their attitudes, orientations and lifelong behaviors, this research will attend to issues of bias and discrimination well before individuals enter college STEM classrooms or the STEM workforce: namely, during high school. Further, this work will examine the creation of equitable STEM climates in both college-preparation classes as well as workforce development STEM programs offered though or in partnership with high schools. This research will provide clear evidence to document the current culture of STEM contexts in high schools, using mixed methods, including surveys, qualitative interviews and longitudinal measurement. Further, the project will involve development and implementation of an intervention, which will provide the first test of whether bystander intervention can be fostered in STEM students and will involve training STEM students in key 21st century skills, such as social-cognitive capacities and interpersonal skills, enabling them to speak up and support peers from marginalized backgrounds when they observe discrimination and harassment.

CAREER: Developing Elementary Preservice Teachers' Understandings and Abilities to Support Emerging Bilingual Students Scientific Sensemaking

This project will study ways to improve classroom instruction grounded in science practices to address inequities in science education for emerging bilingual students. The project will create research-based resources for teacher educators that focus on developing preservice elementary teachers' understanding and abilities to support emerging bilingual students' engagement in science practices.

Lead Organization(s): 
Award Number: 
1942912
Funding Period: 
Wed, 01/15/2020 to Tue, 12/31/2024
Full Description: 

This project will study ways to improve classroom instruction grounded in science practices to address inequities in science education for emerging bilingual students. Currently, many elementary school teachers are unfamiliar with science practices and are unprepared to teach emerging bilingual students since they never received training in either area. This project will address this lack of training and create research-based resources for teacher educators that focus on developing preservice elementary teachers' understanding and abilities to support emerging bilingual students' engagement in science practices. The study will be guided by the following objectives, which are to research: (1) the understandings of exemplary elementary teachers around science, language, and emerging bilingual students, and the relationship between these understandings and their instructional practices for supporting student sensemaking; (2) preservice teachers' understandings and practices related to supporting emerging bilingual students' sensemaking; (3) the development of an elementary science methods course, and educator resources, that support teacher learning about the role of language in science practices and approaches for supporting emerging bilingual students' sensemaking; and (4) the impact of this course, and its teacher educator resources, on preservice teachers' understandings and instructional practices. With little prior research having looked at the intersection of science and language learning, this project will advance knowledge in this regard.

Through a mixed-methods design, this project will investigate interrelated aspects of teacher understandings, teacher practice, and teacher learning around supporting emerging bilingual students' scientific sensemaking. Phase 1 of the project includes examining the instructional approaches around science practices of exemplary elementary school teachers that work in different types of school contexts with emerging bilingual students. Such strategies will go beyond traditional subject-matter knowledge and skills to include teacher encouragement of students using linguistic and nonlinguistic modes for communicating ideas; development of a deeper understanding of natural scientific phenomena; and engagement with and valuing of students' families, communities, and lived experiences. These combined efforts will capture and illustrate compelling examples of possible instantiations of engagement in science practices while being mindful of and responsive to emerging bilingual students' language assets, needs, and English development. Findings from Phase 1 will be used for Phase 2 of this project, which focuses on iteratively designing and analyzing a science methods course and resources for preservice teachers' pedagogical development across science and language learning.

CAREER: Spreading Computational Literacy Equitably via Integration of Computing in Preservice Teacher Preparation

This project will study the effect of integrating computing into preservice teacher programs. The project will use design-based research to explore how to connect computing concepts and integration activities to teachers' subject area knowledge and teaching practice, and which computing concepts are most valuable for general computational literacy.

Lead Organization(s): 
Award Number: 
1941642
Funding Period: 
Wed, 07/01/2020 to Mon, 06/30/2025
Full Description: 

Understanding and creating computer-powered solutions to professional and personal problems enables people to be safe, resourceful, and inventive in the technology-infused world. To empower society, K-12 education is rapidly changing to spread computational literacy. To spread literacy equitably, schools must give all students opportunities to understand and design computing solutions. However, school schedules are already packed with required coursework, and most teachers graduated from programs that did not offer computer science courses. To spread computational literacy within the K-12 system, this project will integrate computing into all preservice teacher programs at Georgia State University. This approach enables all teachers, regardless of primary discipline or grade band, to introduce their students to authentic computing solutions within their discipline and use these solutions as powerful tools for teaching disciplinary content and practices. In addition, this approach ensures equity because all preservice teachers will learn to use computing tools through their regular coursework, rather than a self-selected group that chooses to engage in elective courses or professional development on the topic. The project will also require preservice teachers to use computing-integrated activities in their student teaching experiences. This requirement helps teachers gain the confidence to use the activities in their future classrooms and immediately benefits students in the Atlanta area, who are primarily from groups that are underrepresented in computing, including women, people of color and those who are from low-income families.

This project will study the effect of computing integration in preservice teacher programs on computational literacy. Preservice teacher programs, like K-12 school schedules, are loaded with subject area, pedagogy, and licensure requirements. Therefore, research needs to examine the most sustainable methods for integrating computing into these programs. The proposed project will use design-based research to explore 1) how to connect computing concepts and integration activities to teachers' subject area knowledge and teaching practice, and 2) which computing concepts are most valuable for general computational literacy. Because computational literacy is a relatively new literacy, the computing education community still debates which concepts are foundational for all citizens. By studying computing integration in a range of grade bands and subject areas, this project will explore which computing concepts are applicable in a wide range of subjects. These research activities will feed directly into the teaching objective of this project ? to provide computing education and computational literacy to all preservice teachers. This project will prepare about 1500 preservice teachers (more than half of them will be women) across all grades and subject areas who can teach computing integrated activities.

 

CAREER: Understanding Latinx Students' Stories of Doing and Learning Mathematics

This project characterizes and analyses the developing mathematical identities of Latinx students transitioning from elementary to middle grades mathematics. The central hypothesis of this project is that elementary Latino students' stories can identify how race and language are influential to their mathematical identities and how school and classroom practices may perpetuate inequities.

Lead Organization(s): 
Award Number: 
1941952
Funding Period: 
Mon, 06/01/2020 to Sat, 05/31/2025
Full Description: 

Although the Latino population throughout the United States continues to increase, various researchers have shown that Latino students are often not afforded high quality learning experiences in their mathematics classrooms. As a result, Latino students are underrepresented in higher level mathematics courses and careers involving mathematics. Having a better understanding of Latino students' perspectives and experiences is imperative to improving their opportunities to learn mathematics. Yet, little research has made central Latinos students' perspectives of learning and doing mathematics, especially over a critical period of time like the transition from elementary to middle school. The goal of this study will be to improve mathematics teaching and learning for Latino youth as they move from upper elementary to early middle school mathematics classrooms. The project involves three major parts: investigating the policy, media, and oral histories of Latino families/communities to understand the context for participating Latino students' mathematics education; exploring Latino students' stories about their experiences learning and doing mathematics to understand these students' perspectives; and creating documentary video portraitures (or composite cases) of participants' stories about learning and doing mathematics that can be used in teacher preparation and professional development. Finally, the project will look across the experiences over the duration of the project to develop a framework that can be used to improve Latino students' mathematics education experiences. This project will provide a window into how Latino students may experience inequities and can broaden mathematics educators' views on opportunities to engage Latino students in rigorous mathematics. The project will also broaden the field's understanding of how Latino students racial/ethnic and linguistic identities influence their experiences learning mathematics. It will also identify key factors that impact Latino students' experiences in learning mathematics to pinpoint specific areas where interventions and programs need to be designed and implemented. An underlying assumption of the project is that carefully capturing and understanding Latino students' stories can illuminate the strengths and resilience these students bring to their learning and doing of mathematics.

This research project characterizes and analyses the developing mathematical identities of Latinx students transitioning from elementary to middle grades mathematics. The overarching research question for this study is: What are the developing stories of learning and doing mathematics of Latino students as they transition from elementary to middle school mathematics? To answer this question, this study is divided into three phases: 1) understanding and documenting the historical context by examining policy documents, local newspaper articles, and doing focus group interviews with community members; 2) using ethnographic methods over two years to explore students' stories of learning and doing mathematics and clinical interviews to understand how they think about and construct arguments about mathematics (i.e., measurement, division, and algebraic patterning); and 3) creating video-cases that can be used in teacher education. Traditional ways of teaching mathematics perpetuate images of who can and cannot do mathematics by not acknowledging contributions of other cultures to the mathematical sciences (Gutiérrez, 2017) and the way mathematics has become a gatekeeper for social mobility (Martin, Gholson, & Leonard, 2010; Stinson, 2004). Focusing on Latino students' stories can illuminate teachers' construction of equitable learning spaces and how they define success for their Latino students. The central hypothesis of this project is that elementary Latino students' stories can identify how race and language are influential to their mathematical identities and how school and classroom practices may perpetuate inequities. Finally, the data and video-cases will then be used to develop a conceptual framework for understanding the development of the participating students' developing mathematical identities. This framework will provide an in-depth understanding of the developing racial/ethnic, linguistic, and mathematical identities of the participating Latino students. The educational material developed (e.g. video documentaries, discussion material) from this project will be made available to all interested parties freely through the project website. The distribution of these materials, along with further understanding of Latino students' experiences learning mathematics, will help in developing programs and interventions at the elementary and middle grade level to increase the representation of Latino students in STEM careers. Additionally, identifying the key factors impacting Latino students' experiences in learning mathematics can pinpoint specific areas where interventions and programs still need to be designed and implemented. Future projects could include the assessment of these programs. This project will also inform the development of professional learning experiences for prospective and practicing teachers working with Latino or other marginalized students.

A Research-Practice Partnership for Developing Computational Thinking through Linguistically and Culturally Relevant CS Curriculum in Middle School

This project will develop a research-practice partnership to plan and pilot a linguistically and culturally relevant computer science curriculum in middle school with the goal of broadening the participation of emergent bilingual (or English learner) students and Latino/a students in computer science education.

Project Email: 
Partner Organization(s): 
Award Number: 
1923586
Funding Period: 
Tue, 10/01/2019 to Thu, 09/30/2021
Project Evaluator: 
Full Description: 

The University of Texas at El Paso (UTEP), together with El Paso Independent School District (EPISD), will develop a research-practice partnership (RPP) to plan and pilot a linguistically and culturally relevant computer science curriculum in middle school with the goal of broadening the participation of emergent bilingual (or English learner) students and Latino/a students in computer science (CS) education. The project will focus on the development of an RPP that can effectively help teachers use bilingual and culturally relevant tools to develop the computational thinking (CT) skills of middle school students in EPISD. By bringing together the promise of culturally relevant CS education and of dual language instruction, this project will seek an innovative solution to the problem of underrepresentation of Latinas/os and emergent bilingual students/English learners in CS education and careers. It does so through a research-practice partnership that ensures responsiveness to the needs of educational practitioners and facilitates the integration of prior NSF-funded research with existing classroom curriculum and practice. The project, together with future scaling work, potentially can serve as a model in at least two existing large networks-the NSF-funded National CAHSI INCLUDES Alliance and the New Tech Network-strengthening efforts in both to broaden participation and engagement of underrepresented students, with particular focus on CS. Through dissemination across the 60 CAHSI institutions, the proposed linguistically and culturally relevant approach could potentially contribute to broadening Hispanic and emergent bilingual participation much beyond the El Paso region. The curriculum developed collaboratively by the RPP would also be disseminated through the national New Tech Network repository of PBL curriculum, accessible to other NTN schools across the country. The model of integrating culturally responsive CT/CS instruction and linguistically responsive dual language instruction has potential to significantly advance efforts to reach, support, and engage more Hispanic youth in CS learning and careers.

The project builds upon research showing that culturally relevant CS education is a promising approach to broadening participation of minoritized students in CS and that dual language bilingual education is a successful approach to improving participation and academic achievement of emergent bilingual (or English learner) students by taking a culturally and linguistically relevant approach to CT/CS instruction for emergent bilingual and Latina/o students. Specifically, the project develops an RPP to plan, co-design, pilot, and refine a curriculum module that is bilingual (Spanish and English) and employs an existing NSF-funded culturally-relevant game-based learning platform, Sol y Agua (Akbar, et al., 2018), that uses locally familiar El Paso area geography and ecology to teach computational thinking. The project will address the following research questions: (1) In what ways and to what extent do teachers demonstrate understanding of computational thinking principles and components and of dual language principles and instructional strategies? (2) How do teachers implement a linguistically and culturally relevant PBL module using Sol y Agua game-based learning platform? And (3) In what ways and to what extent do students demonstrate learning of computational thinking principles and components during and after participating in a linguistically and culturally relevant PBL module using Sol Y Agua? The project will deploy a range of data collection including pre-post testing of teachers' knowledge and implementation of instruction, observation, video recordings of classrooms, and student written assessments and language tracking data from the software tool Sol y Agua. The research team will analyze the data using qualitative data analysis techniques as well as data mining and classification.

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