Mixed Methods

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.

Design and Development of a K-12 STEM Observation Protocol (Collaborative Research: Roehrig)

This project will design and develop a new K-12 classroom observation protocol for integrated STEM instruction (STEM-OP). The STEM-OP will inform the instruction of integrated STEM in many contexts with the goal of improving integrated STEM education.

Award Number: 
1813342
Funding Period: 
Sat, 09/01/2018 to Wed, 08/31/2022
Full Description: 

This project will design and develop a new K-12 classroom observation protocol for integrated STEM instruction (STEM-OP). The STEM-OP will be developed for use in K-12 STEM settings. While the importance of integrated STEM education is established, there remains disagreement on models and effective approaches for integrated STEM instruction. This issue is confounded by the lack of observation protocols sensitive to integrated STEM teaching and learning to inform research to the effectiveness of new models and strategies. Existing instruments were not developed for use in integrated STEM learning environments. The STEM-OP will be designed to be used effectively by multiple stakeholders in a variety of contexts. Researchers will benefit from having the STEM-OP available for them to carry out research and continue to improve STEM education in a variety of ways. Existing instruments were not developed for use in integrated STEM learning environments.  The STEM-OP and associated training materials will be available for use by other education stakeholders, such as K-12 teachers and district administrators, through a publicly available online platform. In brief, the STEM-OP will inform the instruction of integrated STEM in many contexts with the goal of improving integrated STEM education.

The primary product of this project is the new observation protocol called STEM-OP for K-12 classrooms implementing integrated STEM lessons. The project will use over 500 integrated STEM classroom videos to design the STEM-OP. Using exploratory and confirmatory factor analysis, the STEM-OP will be a valid and reliable instrument for use in a variety of educational contexts. The research will explore the different ways that elementary, middle, and high school science teachers enact integrated STEM instruction. This study will shed light on the nature of STEM instruction in each of these grade bands and provide information building towards an understanding of learning progressions for engineering practices across grade bands. Research exploring how the nature of STEM integration changes from day to day over the course of a unit will provide critical information about the different sequencing and trajectories of STEM units. Examining how integrated STEM instruction unfolds over a full unit of instruction will inform the understanding of integrated STEM practices at both micro- and macro- levels of analysis. The STEM-OP and associated training materials will be available for use by other education stakeholders, such as K-12 teachers and district administrators, through a publicly available, which will be distributed via a publicly available, online platform that includes a training manual and classroom video for practice scoring.

Design and Development of a K-12 STEM Observation Protocol (Collaborative Research: Dare)

This project will design and develop a new K-12 classroom observation protocol for integrated STEM instruction (STEM-OP). The STEM-OP will inform the instruction of integrated STEM in many contexts with the goal of improving integrated STEM education.

Lead Organization(s): 
Award Number: 
1854801
Funding Period: 
Sat, 09/01/2018 to Wed, 08/31/2022
Full Description: 

This project will design and develop a new K-12 classroom observation protocol for integrated STEM instruction (STEM-OP). The STEM-OP will be developed for use in K-12 STEM settings. While the importance of integrated STEM education is established, there remains disagreement on models and effective approaches for integrated STEM instruction. This issue is confounded by the lack of observation protocols sensitive to integrated STEM teaching and learning to inform research to the effectiveness of new models and strategies. Existing instruments were not developed for use in integrated STEM learning environments. The STEM-OP will be designed to be used effectively by multiple stakeholders in a variety of contexts. Researchers will benefit from having the STEM-OP available for them to carry out research and continue to improve STEM education in a variety of ways. Existing instruments were not developed for use in integrated STEM learning environments.  The STEM-OP and associated training materials will be available for use by other education stakeholders, such as K-12 teachers and district administrators, through a publicly available online platform. In brief, the STEM-OP will inform the instruction of integrated STEM in many contexts with the goal of improving integrated STEM education.

The primary product of this project is the new observation protocol called STEM-OP for K-12 classrooms implementing integrated STEM lessons. The project will use over 500 integrated STEM classroom videos to design the STEM-OP. Using exploratory and confirmatory factor analysis, the STEM-OP will be a valid and reliable instrument for use in a variety of educational contexts. The research will explore the different ways that elementary, middle, and high school science teachers enact integrated STEM instruction. This study will shed light on the nature of STEM instruction in each of these grade bands and provide information building towards an understanding of learning progressions for engineering practices across grade bands. Research exploring how the nature of STEM integration changes from day to day over the course of a unit will provide critical information about the different sequencing and trajectories of STEM units. Examining how integrated STEM instruction unfolds over a full unit of instruction will inform the understanding of integrated STEM practices at both micro- and macro- levels of analysis. The STEM-OP and associated training materials will be available for use by other education stakeholders, such as K-12 teachers and district administrators, through a publicly available, which will be distributed via a publicly available, online platform that includes a training manual and classroom video for practice scoring.

Design and Development of a K-12 STEM Observation Protocol (Collaborative Research: Ring-Whalen)

This project will design and develop a new K-12 classroom observation protocol for integrated STEM instruction (STEM-OP). The STEM-OP will inform the instruction of integrated STEM in many contexts with the goal of improving integrated STEM education.

Lead Organization(s): 
Award Number: 
1812794
Funding Period: 
Sat, 09/01/2018 to Wed, 08/31/2022
Full Description: 

This project will design and develop a new K-12 classroom observation protocol for integrated STEM instruction (STEM-OP). The STEM-OP will be developed for use in K-12 STEM settings. While the importance of integrated STEM education is established, there remains disagreement on models and effective approaches for integrated STEM instruction. This issue is confounded by the lack of observation protocols sensitive to integrated STEM teaching and learning to inform research to the effectiveness of new models and strategies. Existing instruments were not developed for use in integrated STEM learning environments. The STEM-OP will be designed to be used effectively by multiple stakeholders in a variety of contexts. Researchers will benefit from having the STEM-OP available for them to carry out research and continue to improve STEM education in a variety of ways. Existing instruments were not developed for use in integrated STEM learning environments.  The STEM-OP and associated training materials will be available for use by other education stakeholders, such as K-12 teachers and district administrators, through a publicly available online platform. In brief, the STEM-OP will inform the instruction of integrated STEM in many contexts with the goal of improving integrated STEM education.

The primary product of this project is the new observation protocol called STEM-OP for K-12 classrooms implementing integrated STEM lessons. The project will use over 500 integrated STEM classroom videos to design the STEM-OP. Using exploratory and confirmatory factor analysis, the STEM-OP will be a valid and reliable instrument for use in a variety of educational contexts. The research will explore the different ways that elementary, middle, and high school science teachers enact integrated STEM instruction. This study will shed light on the nature of STEM instruction in each of these grade bands and provide information building towards an understanding of learning progressions for engineering practices across grade bands. Research exploring how the nature of STEM integration changes from day to day over the course of a unit will provide critical information about the different sequencing and trajectories of STEM units. Examining how integrated STEM instruction unfolds over a full unit of instruction will inform the understanding of integrated STEM practices at both micro- and macro- levels of analysis. The STEM-OP and associated training materials will be available for use by other education stakeholders, such as K-12 teachers and district administrators, through a publicly available, which will be distributed via a publicly available, online platform that includes a training manual and classroom video for practice scoring.

Design and Development of Transmedia Narrative-based Curricula to Engage Children in Scientific Thinking and Engineering Design (Collaborative Research: Ellis)

This project will address the need for engineering resources by applying an innovative pedagogy called Imaginative Education (IE) to create middle school engineering curricula. In IE, developmentally appropriate narratives are used to design learning environments that help learners engage with content and organize their knowledge productively. This project will combine IE with transmedia storytelling.

Lead Organization(s): 
Award Number: 
1814033
Funding Period: 
Sun, 07/15/2018 to Thu, 06/30/2022
Full Description: 

Engineering is an important component of the Next Generation Science Standards (NGSS). However, resources for supporting teachers in implementing these standards are scarce. This project will address the need for resources by applying an innovative pedagogy called Imaginative Education (IE) to create middle school engineering curricula. In IE, developmentally appropriate narratives are used to design learning environments that help learners engage with content and organize their knowledge productively. To fully exploit the potential of this pedagogy, this project will combine IE with transmedia storytelling. In transmedia storytelling, different elements of a narrative are spread across a variety of formats (such as books, websites, new articles, videos and other media) in a way that creates a coordinated experience for the user. Once created, the curricula will be implemented in classrooms to research its impact on (1) increasing learners' capacities to engage in both innovative and direct application of engineering concepts, and (2) improving learners' science, technology, engineering, and mathematics (STEM) identity. 

This research will be led by Smith College and Springfield Technical Community College in collaboration with Springfield (MA) Public Schools (SPS). Additional expertise in evaluating the findings will be provided by the Collaborative for Educational Services and an external advisory board of leaders in STEM education and transmedia storytelling. The project will result in the development of a transmedia learning environment that includes two NGSS-aligned, interdisciplinary engineering units and seven lessons that integrate science and engineering. The research study will be implemented in four phases in eight SPS middle schools. Approximately 900 students will participate each year. In Phase 1, the project team will collaborate with SPS teachers to create engineering units, lessons, and standards-based achievement measures. In Phase 2, teachers in the treatment group will participate in professional development (PD) workshops covering IE, transmedia learning environments, structure of the curriculum, and connections to NGSS. In Phase 3 the curricula will be implemented in treatment classrooms and both treatment and control group students will be assessed. In Phase 4, testing and assessment will continue in SPS schools and will be expanded to rural and suburban classrooms. Teachers in these classrooms will use online multimedia PD that will ensure scalability and mirrors the structure and content of in-person PD. Data analysis will provide evidence of whether this imaginative and transmedia educational approach improves students' capacities for using engineering concepts and enhances their STEM identity.


Project Videos

2020 STEM for All Video Showcase

Title: Transforming Engineering Education for Middle Schools (TEEMS)

Presenter(s): Isabel Huff, Kaia Cormier, Glenn Ellis, Sonia Ellis, Crystal Ford, Kate Lytton, Becky Mazur, Beth McGinnis-Cavanaugh, Jeremy Pina, & Al Rudnitsky

2019 STEM for All Video Showcase

Title: Transforming Engineering Education for Middle School (TEEMS)

Presenter(s): Beth McGinnis-Cavanaugh, Sonia Ellis, & Crystal Ford


Design and Development of Transmedia Narrative-based Curricula to Engage Children in Scientific Thinking and Engineering Design (Collaborative Research: McGinnis-Cavanaugh)

This project will address the need for engineering resources by applying an innovative pedagogy called Imaginative Education (IE) to create middle school engineering curricula. In IE, developmentally appropriate narratives are used to design learning environments that help learners engage with content and organize their knowledge productively. This project will combine IE with transmedia storytelling.

Partner Organization(s): 
Award Number: 
1813572
Funding Period: 
Sun, 07/15/2018 to Thu, 06/30/2022
Project Evaluator: 
Collaborative for Educational Services (CES)
Full Description: 

Engineering is an important component of the Next Generation Science Standards (NGSS). However, resources for supporting teachers in implementing these standards are scarce. This project will address the need for resources by applying an innovative pedagogy called Imaginative Education (IE) to create middle school engineering curricula. In IE, developmentally appropriate narratives are used to design learning environments that help learners engage with content and organize their knowledge productively. To fully exploit the potential of this pedagogy, this project will combine IE with transmedia storytelling. In transmedia storytelling, different elements of a narrative are spread across a variety of formats (such as books, websites, new articles, videos and other media) in a way that creates a coordinated experience for the user. Once created, the curricula will be implemented in classrooms to research its impact on (1) increasing learners' capacities to engage in both innovative and direct application of engineering concepts, and (2) improving learners' science, technology, engineering, and mathematics (STEM) identity. 

This research will be led by Smith College and Springfield Technical Community College in collaboration with Springfield (MA) Public Schools (SPS). Additional expertise in evaluating the findings will be provided by the Collaborative for Educational Services and an external advisory board of leaders in STEM education and transmedia storytelling. The project will result in the development of a transmedia learning environment that includes two NGSS-aligned, interdisciplinary engineering units and seven lessons that integrate science and engineering. The research study will be implemented in four phases in eight SPS middle schools. Approximately 900 students will participate each year. In Phase 1, the project team will collaborate with SPS teachers to create engineering units, lessons, and standards-based achievement measures. In Phase 2, teachers in the treatment group will participate in professional development (PD) workshops covering IE, transmedia learning environments, structure of the curriculum, and connections to NGSS. In Phase 3 the curricula will be implemented in treatment classrooms and both treatment and control group students will be assessed. In Phase 4, testing and assessment will continue in SPS schools and will be expanded to rural and suburban classrooms. Teachers in these classrooms will use online multimedia PD that will ensure scalability and mirrors the structure and content of in-person PD. Data analysis will provide evidence of whether this imaginative and transmedia educational approach improves students' capacities for using engineering concepts and enhances their STEM identity.


Project Videos

2020 STEM for All Video Showcase

Title: Transforming Engineering Education for Middle Schools (TEEMS)

Presenter(s): Isabel Huff, Kaia Cormier, Glenn Ellis, Sonia Ellis, Crystal Ford, Kate Lytton, Becky Mazur, Beth McGinnis-Cavanaugh, Jeremy Pina, & Al Rudnitsky

2019 STEM for All Video Showcase

Title: Transforming Engineering Education for Middle School (TEEMS)

Presenter(s): Beth McGinnis-Cavanaugh, Sonia Ellis, & Crystal Ford


Extending and Investigating the Impact of the High School Model-based Educational Resource (Collaborative Research: Passmore)

This project builds on a line of work that has developed and studied the Model Based Educational Resource (MBER), a year-long curriculum for high school biology. The project will generate rigorous causal evidence on how this approach to biology teaching and learning can support student learning, and foundational information on how to support high school teachers in improving their teaching. It will also provide resources to expand and update MBER to reflect the changing high school science landscape by integrating Earth Science standards into the year long sequence.

Partner Organization(s): 
Award Number: 
1814263
Funding Period: 
Wed, 08/01/2018 to Sun, 07/31/2022
Full Description: 

This project builds on a line of work that has developed and studied the Model Based Educational Resource (MBER), a year-long curriculum for high school biology. In classrooms using MBER, modeling serves as an anchoring practice that keeps the inquiry tied to the goal of making sense of the world, helping teachers to engage their students in a range of cognitive and social activities that lead to deep understanding of scientific ideas. This project will generate rigorous causal evidence on how this approach to biology teaching and learning can support student learning, and foundational information on how to support high school teachers in improving their teaching. This funding will also provide resources to expand and update MBER to reflect the changing high school science landscape by integrating Earth Science standards into the year long sequence. The study will address the general research question: What is the impact of the Model Based Educational Resource (MBER) on high school students' science achievement, and what factors influence that impact? In addition to generating important research findings, the materials revised and studied in this project will be open-source and freely available to teachers and schools.

This study addresses a significant gap in the research on next generation curriculum materials. While there is emerging agreement about the importance of instructional materials in supporting teachers in effectively engaging students in the practices of science, there is very little empirical evidence to support such claims. The goal of this project is to study the impact of the MBER program through a cluster randomized trial and expand the promise of efficacy and feasibility established in previous work. This study will be able to make causal claims by using an experimental design in which 32 high school teachers serve as their own controls, and by using multi-level modeling in the analysis. This study will advance the field's knowledge about the impact of innovative materials on student learning, measured by both project-level assessments and the state science test. Exploratory research questions will examine a) how using the MBER program develops teachers' vision of the Next Generation Science Standards, b) how student learning is mediated by the fidelity of implementation of the materials, c) how teachers interact with materials designed to be modified for their classroom context, and d) to what extent the MBER materials provide equitable opportunities to learn and close achievement gaps.

Strengthening Data Literacy across the Curriculum (SDLC)

This project is developing and studying high school curriculum modules that integrate social justice topics with statistical data investigations to promote skills and interest in data science among underrepresented groups in STEM.

Award Number: 
1813956
Funding Period: 
Sun, 07/01/2018 to Wed, 06/30/2021
Full Description: 

The Strengthening Data Literacy across the Curriculum (SDLC) project is an exploratory/early stage design and development effort that aims to promote understanding of core statistical concepts and interest in quantitative data analysis among high school students from underrepresented groups in STEM. Led by a collaboration of researchers and developers at Education Development Center (EDC), statistics educators at California Polytechnic State University (Cal Poly), and technology developers at The Concord Consortium, the project is creating and studying a set of curriculum modules targeted to high school students who are taking mathematics or statistics classes that are not at advanced-placement (AP) levels. Iteratively developed and tested in collaboration with high school statistics and social studies teachers, the modules consist of applied data investigations structured around a four-step data investigation cycle that engage students in explorations of authentic social science issues using large-scale data sets from the U.S. Census Bureau. The project hypothesizes that students who engage in guided investigations using data visualization tools to explore and visualize statistical concepts may develop deeper understandings of these concepts as well as the data investigation process. Similarly, high school students – particularly those from historically marginalized groups who are underrepresented in STEM fields – may develop greater interest in statistics when they can use data to examine patterns of social and economic inequality and questions related to social justice.

One module, Investigating Income Inequality in the U.S., focuses on describing, comparing, and making sense of quantitative variables. Students deepen their understanding of this content by investigating questions such as: How have incomes for higher- and lower-income individuals in the U.S. changed over time? How much income inequality exists between males and females in the U.S.? Does education explain the wage gap between males and females? Another module, Investigating Immigration to the U.S., focuses on describing, comparing, and making sense of categorical variables. Students investigate questions such as: Are there more immigrants in the U.S. today than in previous years? Where have immigrants to the U.S. come from, now and in the past? Are immigrants as likely as the U.S. born to be participating in the labor force, after adjusting for education? Students conduct these analyses using the Common Online Data Analysis Platform (CODAP), an open-source set of tools that supports data visualization and conceptual understanding of statistical ideas over calculations. Lessons encourage collaborative inquiry and provide students with experiences in multivariable analysis—an important domain that is underemphasized in current high school mathematics and statistics curricula but critical for analyzing data in a big-data world.

The project is using a mixed methods approach to study three primary research questions: 1) What is the feasibility of implementing SDLC modules, and what supports may teachers and students need to use the modules? 2) In what ways may different features and components of the SDLC modules help to promote positive student learning and interest outcomes? 3) To what extent do students show greater interest in statistics and data analysis, as well as improved understandings of target statistical concepts, after module use? To investigate these questions, the project has worked with 12 mathematics and six social studies teachers in diverse public high schools in Massachusetts and California to conduct iterative research with over 600 students. Through this work, the project aims to build knowledge of curriculum-based approaches that prepare and attract more diverse populations to data science fields.

A Practice-based Online Learning Environment for Scientific Inquiry with Digitized Museum Collections in Middle School Classrooms

This project will develop and study a prototype online learning environment that supports student learning via Engaging Practices for Inquiry with Collections in Bioscience (EPIC Bioscience), which uses authentic research investigations with digitized collections from natural history museums. 

Lead Organization(s): 
Award Number: 
1812844
Funding Period: 
Fri, 06/15/2018 to Mon, 05/31/2021
Full Description: 

There are an estimated 2-4 billion specimens in the world's natural history collections that contain the data necessary to address complex global issues, including biodiversity and climate. Digitized natural history collections present an untapped opportunity to engage learners in crucial questions of science with far-reaching potential consequences via object-based research investigations. This project will develop and study a prototype online learning environment that supports student learning via Engaging Practices for Inquiry with Collections in Bioscience (EPIC Bioscience). EPIC Bioscience uses authentic research investigations with digitized collections from natural history museums. The project team will create a curriculum aligned with the Next Generation of Science Standards (NGSS) for middle school students, emphasizing a major disciplinary core idea in grades 6-8 life science, Ecosystems: Interactions, Energy, and Dynamics. The project has three major goals: 1) Develop an online learning environment that guides students through research investigations using digitized natural history collections to teach NGSS life science standards. 2) Investigate how interactive features and conversational scaffolds in the EPIC Bioscience learning environment can promote deeper processing of science content and effective knowledge building. 3) Demonstrate effective approaches to using digitized collections objects for contextualized, research-based science learning that aligns to NGSS standards for middle school classrooms.

The project will examine how and when interactive features of a digital learning environment can be combined with deep questions and effective online scaffolds to promote student engagement, meaningful collaborative discourse, and robust learning outcomes during research with digitized museum collections. Research activities will address: How can interactive features of EPIC Bioscience help students learn disciplinary core ideas and cross cutting concepts via science practices through collections-based research? How can effective patterns of collaborative scientific discourse be supported and enhanced during online, collections-based research? How does the use of digitized scientific collections influence students' levels of engagement and depth of processing during classroom investigations? A significant impact of the proposed work is expanded opportunities for research with authentic museum objects for populations who are traditionally underserved in STEM and are underrepresented in museum visitor demographics (Title I schools, racial/ethnic minorities, and rural school populations). Research activities will engage over 1,500 Title I and rural students (50 classes across three years) in meaningful research investigations with collections objects that address pressing global issues.

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