Low Socio-economic Status Students

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

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

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

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

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

Teacher Professional Learning to Support Student Motivational Competencies During Science Instruction (Collaborative Research: Linnenbrink-Garcia)

This project will bring together a multi-disciplinary team of researchers and science teachers to identify a set of practices that science teachers can readily incorporate into their planning and instruction. The project will design, develop, and test a research-based professional learning approach to help middle school science teachers effectively support and sustain student motivational competencies during science instruction.

Lead Organization(s): 
Award Number: 
1813047
Funding Period: 
Sat, 09/01/2018 to Wed, 08/31/2022
Full Description: 

Science teachers identify fostering student motivation to learn as a pressing need, yet teacher professional learning programs rarely devote time to helping teachers understand and apply motivational principles in their instruction. This project will bring together a multi-disciplinary team of researchers and science teachers to identify a set of practices that science teachers can readily incorporate into their planning and instruction. The project will design, develop, and test a research-based professional learning approach to help middle school science teachers effectively support and sustain student motivational competencies during science instruction. The approach will include use of materials addressing student motivational processes and how to support them, evaluation tools to measure student motivational competencies, lesson planning tools, and instruments for teacher self-evaluation. The translation to practice will include recognition of student diversity and consider ways to facilitate context-specific integration of disciplinary and motivational knowledge in practice. The project will focus on middle school science classrooms because this period is an important motivational bridge between elementary and secondary science learning. This project will enhance understanding of teacher pedagogical content knowledge (PCK) in that it frames knowledge about supporting motivational competencies in science as PCK rather than general pedagogical knowledge.

This early stage design and development project will iteratively develop and study a model of teacher professional learning that will help middle school science teachers create, modify, and implement instruction that integrates support for students' motivational competencies with the science practices, crosscutting concepts, and disciplinary core ideas specified in science curriculum standards. A design-based research approach will be used to develop and test four resources teachers will use to explicitly include attention to student motivational competencies in their lesson planning efforts. The resources will include: 1) educational materials about students' motivational processes with concrete examples of how to support them; 2) easy-to-implement student evaluation tools for teachers to gauge students' motivational competencies; 3) planning tools to incorporate motivational practices into science lesson planning; and 4) instruments for teacher self-evaluation. A collaborative group of educational researchers will partner with science teachers from multiple school districts having diverse student populations to jointly develop the professional learning approach and resources. This project will contribute to systemic change by moving motivational processes from an implicit element of educating students, to an explicit and intentional set of strategies teachers can enact. Research questions will focus on how teachers respond to the newly developed professional learning model, and how students respond to instruction developed through implementing the model.

Translating a Video-based Model of Teacher Professional Development to an Online Environment

This project will adapt an effective in-person teacher professional development model to an online approach. A defining feature of the Science Teachers Learning from Lesson Analysis (STeLLA) Professional Development program is its use of videos of classroom instruction and examples of student work to promote teacher learning. Adapting the STeLLA program to an online learning model can reach a broader and more diverse audience, such as teachers working in rural school districts and underserved communities.

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
1813127
Funding Period: 
Sat, 09/01/2018 to Tue, 08/31/2021
Full Description: 

Improving the quality of teaching is essential to improving student outcomes. But what are the most effective ways to support teachers' professional development?  BSCS Science Learning and the University of Minnesota STEM Education Program Area explore this question by adapting an effective teacher professional development model -- that meets face-to-face in real-time -- to an online approach. A defining feature of the Science Teachers Learning from Lesson Analysis (STeLLA) Professional Development program is its use of videos of classroom instruction and examples of student work to promote teacher learning. Skilled facilitators guide teachers' analysis and discussion of other teachers' work; then, teachers begin to apply the analytical techniques they have learned to their own teaching. Adapting the STeLLA program to an online learning model is important because it can reach a broader and more diverse audience such as teachers working in rural school districts and underserved communities. To further promote the reach of STeLLA, the online version of STeLLA will engage and prepare teacher leaders to support their peers' engagement and understanding.

Guided by theories of situated cognition and cognitive apprenticeship this project focuses on two questions: How can the STeLLA professional development model be adapted to an online environment? and Does participation in the online model show meaningful teacher and student outcomes related to science teaching and learning? Challenges related to adaptation include understanding the duration and intensity of teacher engagement, the quality of their science content learning experiences, and how teacher learning is scaffolded across the online and traditional model. The project will unfold in two phases. Phase 1 uses a design-based research approach to rapidly enact, test, and revise online program components while remaining true to the design principles underlying the traditional STeLLA PD program. Phase 2 uses a quasi-experimental approach to test STeLLA Online's influence on teacher content knowledge, pedagogical content knowledge, practice and on upper elementary student science achievement. Comparisons will be made between STeLLA Online, face-to-face STeLLA, and a traditional professional development program that emphasizes deepening content knowledge only. This comparison leverages data from a previously-completed cluster randomized trial of STeLLA funded by the NSF.

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

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

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

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

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

Project Videos

2020 STEM for All Video Showcase

Title: STRIDES: Customizing Online Curricula for Distance Learning

Presenter(s): Libby Gerard, Sarah Bichler, Phillip Boda, Allison Bradford, Emily Harrison, Jennifer King Chen, Jonathan Lim-Breitbart, Marcia Linn, & Korah Wiley

An Integrated Approach to Early Elementary Earth and Space Science

This project will study if, how, and under what circumstances an integration of literacy strategies, hands-on inquiry-based investigations, and planetarium experiences supports the development of science practices (noticing, recognizing change, making predictions, and constructing explanations) in early elementary level students. The project will generate knowledge about how astronomy-focused storybooks, hands-on investigations, and planetarium experiences can be integrated to develop age-appropriate science practices in very young children.

Award Number: 
1813189
Funding Period: 
Sat, 09/01/2018 to Mon, 08/31/2020
Full Description: 

State science standards increasingly emphasize the importance of engaging K-12 students directly in natural phenomena and providing opportunities to construct explanations grounded in evidence. Moreover, these state science standards introduce earth and space science content in the early elementary grades. This creates a critical need for new pedagogies, materials, and resources for science teachers in all grades, but the need is particularly urgent in grades K-3 where teachers have had little preparation to teach science, let alone astronomy. There is also growing consensus that when learning opportunities in formal and informal settings are closely aligned, children's science literacy is developed in ways greater than either setting can achieve alone. The investigators will study if, how, and under what circumstances an integration of literacy strategies, hands-on inquiry-based investigations, and planetarium experiences supports the development of science practices (noticing, recognizing change, making predictions, and constructing explanations) in early elementary level students. This project will generate knowledge about how astronomy-focused storybooks, hands-on investigations, and planetarium experiences can be integrated to develop age-appropriate science practices in very young children (noticing, recognizing change, making predictions, and constructing explanations).

Emergent research on the development of children's science thinking indicates that when young children are engaged with science-focused storybooks and activities that each highlight the same phenomenon, children notice and gather evidence, make predictions and claims based on evidence, and provide explanations grounded in the experiences provided to them. This project has two phases. In Phase 1, first and third grade teachers will be recruited. They will help identify specific learner needs as these relate to the earth and space science standards in their grade band, assist in the development and pilot testing of a prototype instructional sequence and supporting activities taking place within their classrooms and at a local planetarium. In Phase 2, the revised learning sequence and research protocol will be implemented with the same teachers and a new cohort of children. The mixed method research design includes video observations, teacher interviews, and teacher and student surveys. Data analysis will focus on science practices, connections across contexts (e.g., school and planetarium), and instructional adaptations. The project involves a research-practice collaboration between the Astronomical Society of the Pacific, Rockman & Associates, the Lawrence Hall of Science at the University of California, Berkeley, and West Chester University.


Project Videos

2020 STEM for All Video Showcase

Title: Chasing Shadows and Eating the Moon

Presenter(s): Brian Kruse, Kristin Bass, John Erickson, Julia Plummer, Karen Schwarz, Linda Shore, & Theresa Summer


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

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

Lead Organization(s): 
Award Number: 
1812660
Funding Period: 
Sat, 09/01/2018 to Wed, 08/31/2022
Full Description: 

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

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

Enhancing Teacher and Student Understanding of Engineering in K-5 Bilingual Programs

This mixed-method exploratory study will examine how bilingual teachers working in elementary schools in Massachusetts and Puerto Rico understand the role and skills of engineers in society. In turn, it will examine how teachers adapt existing engineering lessons so that those activities and concepts are more culturally and linguistically accessible to their students.

Lead Organization(s): 
Award Number: 
1814258
Funding Period: 
Mon, 10/01/2018 to Thu, 09/30/2021
Full Description: 

Engineering is part of everyone's local community and daily activities yet opportunities to learn about engineering are often absent from elementary school classrooms. Further, little is known about how teachers' and students' conceptions of engineering relate to aspects of their local community such as language and culture. Knowing more about this is important because students' perceptions of mismatch between their personal culture and the engineering field contributes to the continued underrepresentation of minorities in the profession. This mixed-method exploratory study will examine how bilingual teachers working in elementary schools in Massachusetts and Puerto Rico understand the role and skills of engineers in society. In turn, it will examine how teachers adapt existing engineering lessons so that those activities and concepts are more culturally and linguistically accessible to their students.

Consistent with the aims of the DRK-12 program, this project will advance understanding of how engineering education materials can be adapted to the characteristics of teachers, students, and the communities that they reside in. Further, its focus on bilingual classrooms will bring new perspectives to characterizations of the engineering field and its role in different cultures and societies. Over a three-year period, the team will investigate these issues by collecting data from 24 teachers (12 from each location). Data will be collected via surveys, interviews, discussion of instructional examples, videos of teachers' classroom instruction and analysis of artifacts such as teachers' lesson plans. Teachers will collaborate and function as a professional co-learning community called instructional rounds by participating and providing feedback synchronously in face-to-face settings and via the use of digital apps. Project findings can lead to teaching guidelines, practices, and briefs that inform efforts to successfully integrate bilingual engineering curriculum at the elementary grades. This work also has the potential to create professional development models of success for K-5 teachers in bilingual programs and enhance engineering teaching strategies and methods at these early grade levels.

Engaging High School Students in Computer Science with Co-Creative Learning Companions (Collaborative Research: Magerko)

This research investigates how state-of-the-art creative and pedagogical agents can improve students' learning, attitudes, and engagement with computer science. The project will be conducted in high school classrooms using EarSketch, an online computer science learning environments that engages learners in making music with JavaScript or Python code.

Award Number: 
1814083
Funding Period: 
Sat, 09/15/2018 to Wed, 08/31/2022
Full Description: 
This research investigates how state-of-the-art creative and pedagogical agents can improve students' learning, attitudes, and engagement with computer science. The project will be conducted in high school classrooms using EarSketch, an online computer science learning environments that engages over 160,000 learners worldwide in making music with JavaScript or Python code. The researchers will build the first co-creative learning companion, Cai, that will scaffold students with pedagogical strategies that include making use of learner code to illustrate abstraction and modularity, suggesting new code to scaffold new concepts, providing help and hints, and explaining its decisions. This work will directly address the national need to develop computing literacy as a core STEM skill.
 
The proposed work brings together an experienced interdisciplinary team to investigate the hypothesis that adding a co-creative learning companion to an expressive computer science learning environment will improve students' computer science learning (as measured by code sophistication and concept knowledge), positive attitudes towards computing (self-efficacy and motivation), and engagement (focused attention and involvement during learning). The iterative design and development of the co-creative learning companion will be based on studies of human collaboration in EarSketch classrooms, the findings in the co-creative literature and virtual agents research, and the researchers' observations of EarSketch use in classrooms. This work will address the following research questions: 1) What are the foundational pedagogical moves that a co-creative learning companion for expressive programming should perform?; 2) What educational strategies for a co-creative learning companion most effectively scaffold learning, favorable attitudes toward computing, and engagement?; and 3) In what ways does a co-creative learning companion in EarSketch increase computer science learning, engagement, and positive attitudes toward computer science when deployed within the sociocultural context of a high school classroom? The proposed research has the potential to transform our understanding of how to support student learning in and broaden participation through expressive computing environments.

Science, Technology, Engineering and Mathematics Teaching in Rural Areas Using Cultural Knowledge Systems

This project will collaborate with Indigenous communities to create educational resources serving Inupiaq middle school students and their teachers. The Cultural Connections Process Model (CCPM) will formalize, implement, and test a process model for community-engaged educational resource development for Indigenous populations. The project will contribute to a greater understanding of effective natural science teaching and science career recruitment of minority students.

Award Number: 
1812888
Funding Period: 
Sat, 09/01/2018 to Tue, 08/31/2021
Full Description: 

The Cultural Connections Process Model (CCPM) will formalize, implement, and test a process model for community-engaged educational resource development for Indigenous populations. The project will collaborate with Indigenous communities to create educational resources serving Inupiaq middle school students and their teachers. Research activities take place in Northwest Alaska. Senior personnel will travel to rural communities to collaborate with and support participants. The visits demonstrate University of Alaska Fairbanks's commitment to support pathways toward STEM careers, community engagement in research, science teacher recruitment and preparation, and STEM career awareness for Indigenous and rural pre-college students. Pre-service teachers who access to the resources and findings from this project will be better prepared to teach STEM to Native students and other minorities and may be more willing to continue careers as science educators teaching in settings with Indigenous students. The project will contribute to a greater understanding of effective natural science teaching and science career recruitment of minority students. The project's participants and the pre-college students they teach will be part of the pipeline into science careers for underrepresented Native students in Arctic communities. The project will build on partnerships outside of Alaska serving other Indigenous populations and will expand outreach associated with NSF's polar science investments.

CCPM will build on cultural knowledge systems and NSF polar research investments to address science themes relevant to Inupiat people, who have inhabited the region for thousands of years. An Inupiaq scholar will conduct project research and guide collaboration between Indigenous participants and science researchers using the Inupiaq research methodology known as Katimarugut (meaning "we are meeting"). The project research and development will engage 450 students in grades 6-8 and serves 450 students (92% Indigenous) and 11 teachers in the remote Arctic. There are two broad research hypotheses. The first is that the project will build knowledge concerning STEM research practices by accessing STEM understandings and methodologies embedded in Indigenous knowledge systems; engaging Indigenous communities in project development of curricular resources; and bringing Arctic science research aligned with Indigenous priorities into underserved classrooms. The second is that classroom implementation of resources developed using the CCPM will improve student attitudes toward and engagement with STEM and increase their understandings of place-based science concepts. Findings from development and testing will form the basis for further development, broader implementation and deeper research to inform policy and practice on STEM education for underrepresented minorities and on rural education.

Methods for Assessing Replication

The goal of this project is to formalize subjective ideas about the important concept of replication, provide statistical analyses for evaluating replication studies, provide properties for evaluating the conclusiveness of replication studies, and provide principles for designing conclusive and efficient programs of replication studies.

Lead Organization(s): 
Award Number: 
1841075
Funding Period: 
Sat, 09/01/2018 to Tue, 08/31/2021
Full Description: 

Replication of prior findings and results is a fundamental feature of science and is part of the logic supporting the claim that science is self-correcting. However, there is little prior research on the methodology for studying replication. Research involving meta-analysis and systematic reviews that summarizes a collection of research studies is more common. However, the question of whether the findings from a set of experimental studies replicate one another has received less attention. There is no clearly defined and widely accepted definition of a successful replication study or statistical literature providing methodological guidelines on how to design single replication studies or a set of replication studies. The research proposed here builds this much needed methodology.

The goal of this project is to formalize subjective ideas about the important concept of replication, provide statistical analyses for evaluating replication studies, provide properties for evaluating the conclusiveness of replication studies, and provide principles for designing conclusive and efficient programs of replication studies. It addresses three fundamental problems. The first is how to define replication: What, precisely, should it mean to say that the results in a collection of studies replicate one another? Second, given a definition of replication, what statistical analyses should be done to decide whether the collection of studies replicate one another and what are the properties of these analyses (e.g., sensitivity or statistical power)? Third, how should one or more replication studies be designed to provide conclusive answers to questions of replication? The project has the potential for impact on a range of empirical sciences by providing statistical tools to evaluate the replicability of experimental findings, assessing the conclusiveness of replication attempts, and developing software to help plan programs of replication studies that can provide conclusive evidence of replicability of scientific findings.

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