Engineering

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

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

2019 STEM for All Video Showcase

Title: Transforming Engineering Education for Middle School (TEEMS)

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


Integrating Science with Mathematics and Engineering: Linking Home and School Learning for All Young Learners

This study will investigate the integration of science with mathematics and engineering and develop resources that provide preschool children with integrated STEM learning experiences. The study will also investigate the connection between home and school learning and will develop resources that strengthen children's experiences at school and home.

Lead Organization(s): 
Award Number: 
1813280
Funding Period: 
Sat, 09/01/2018 to Mon, 02/28/2022
Full Description: 

Children in preschool programs have few opportunities to engage meaningfully in science, technology, engineering, and mathematics (STEM) disciplines. This is especially true in programs serving children from low-income communities, where resources are scarce. This study will investigate the integration of science with mathematics and engineering and develop resources that provide preschool children with integrated STEM learning experiences. The study will also investigate the connection between home and school learning and will develop resources that strengthen children's experiences at school and home. This will include investigating the needs of and designing for dual language learners who represent a large (and growing) proportion of the population served in public preschool programs.

Using design based research (DBR), the researchers will: (1) Develop learning blueprints to guide the design of classroom and family learning resources. (2) Co-design resources with teachers and parents from low-income as well as culturally and linguistically diverse communities. (3) Conduct a series of formative pilot studies with partner teachers and parents. (4) Conduct a quasi-experimental field study in preschool classrooms and homes to examine both implementation and learning outcomes. Data sources will include observations in classrooms and homes, surveys and interviews with teachers and parents, and child learning assessments. Analysis will include qualitative approaches to examine patterns of interaction and engagement with resources in classrooms and homes, as well as quantitative approaches to examine children's learning accounting for the multilevel structure of the data. The project involves a collaboration between Digital Promise Global, Education Development Center, WGBH and multiple early childhood programs in California and New York. A total of 28 preschool centers, 56 classroom teachers, 208 families and 560 children are expected to participate. Results from this project are intended to inform understanding of how young children learn STEM, how adults at school and home can support children's early STEM learning, and what supports are useful to diverse learners specifically. Results could also highlight design principles that can inform future early STEM education research and development efforts integrating media and technology.

Improving Multi-Dimensional Assessment and Instruction: Building and Sustaining Elementary Science Teachers' Capacity through Learning Communities (Collaborative Research: Lehman)

The main goal of this project is to better understand how to build and sustain the capacity of elementary science teachers in grades 3-5 to instruct and formatively assess students in ways that are aligned with contemporary science education frameworks and standards. To achieve this goal, the project will use classroom-based science assessment as a focus around which to build teacher capacity in science instruction and three-dimensional learning in science.

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
1813938
Funding Period: 
Sun, 07/01/2018 to Thu, 06/30/2022
Full Description: 

This is an Early-Stage Design and Development collaborative effort submitted to the assessment strand of the Discovery Research PreK-12 (DRK-12) Program. Its main goal is to better understand how to build and sustain the capacity of elementary science teachers in grades 3-5 to instruct and formatively assess students in ways that are aligned with contemporary science education frameworks and standards. To achieve this goal, the project will use classroom-based science assessment as a focus around which to build teacher capacity in science instruction and three-dimensional learning in science. The three dimensions will include disciplinary core ideas, science and engineering practices, and crosscutting concepts. These dimensions are described in the Framework for K-12 Science Education (National Research Council; NRC, 2012), and the Next Generation Science Standards (NGSS; NGSS Lead States, 2013). The project will work closely with teachers to co-develop usable assessments and rubrics and help them to learn about three-dimensional assessment and instruction. Also, the project will work with teachers to test the developed assessments in diverse settings, and to create an active, online community of practice.

The two research questions will be: (1) How well do these assessments function with respect to aspects of validity for classroom use, particularly in terms of indicators of student proficiency, and tools to support teacher instructional practice?; and (2) In what ways do providing these assessment tasks and rubrics, and supporting teachers in their use, advance teachers' formative assessment practices to support multi-dimensional science instruction? The research and development components of this project will produce assessments and rubrics, which can directly impact students and teachers in the districts and states that have adopted the NGSS, as well as those that have embraced the vision of science teaching and learning embodied in the NRC Framework. The project will consist of five major tasks. First, the effort will iteratively develop assessments and rubrics for formative use, using an evidence-centered design approach. Second, it will collect data from evidence-based revision and redesign of the assessments from teachers piloting the assessments and rubrics, project cognitive laboratory studies with students, and an external review of the assessments design products. Third, it will study teachers' classroom use of assessments to understand and document how they blend assessment and instruction. The project will use pre/post questionnaires, video recordings, observation field notes, and pre/post interviews. Fourth, the study will build the capacity of participating teachers. Teacher Collaborators (n=9) will engage in participatory design of the assessment tasks and act as technical assistants to the overall implementation process. Teacher Implementers (n=15) will use the assessments formatively as part of their instructional practice. Finally, the work will develop a community of learners through the development of a technical assistance infrastructure, and leveraging teacher expertise to formatively assess students' work, using the assessments designed to be diagnostic and instructionally informative. External reviewers and an advisory board will provide formative feedback on the project's processes and summative evaluation of the project's results. The main outcomes of this endeavor will be prototypes of elementary science multi-dimensional assessments and new knowledge for the field on the underlying theory for developing teachers' capacity for engaging in multi-dimensional science instruction, learning, and assessment.

Networking Urban Resources with Teachers and University to Enrich Early Childhood Science (NURTURES) Phase II: Expansion and Evaluation

Building on successful prior work, this project simultaneously targets young children's teachers and families/caregivers in an effort to build both parties' capacity to promote student interest in science, technology, engineering and mathematics (STEM) learning.

Lead Organization(s): 
Award Number: 
1721059
Funding Period: 
Fri, 09/01/2017 to Tue, 08/31/2021
Full Description: 

Building on successful prior work, this University of Toledo project, Networking Urban Resources with Teachers and University to enRich Early Childhood Science (NURTURES): Researching the impact of teacher professional development and family engagement on PreK-3 achievement, simultaneously targets young children's teachers and families/caregivers in an effort to build both parties' capacity to promote student interest in science, technology, engineering and mathematics (STEM) learning. Teachers participate in a two-week summer professional development program and receive support across the school year in the form of individualized coaching and participation in professional learning communities. Families receive science inquiry packets (sent home from school) four times a year and attend community STEM events throughout the year. Inquiry packets and community events encourage science inquiry, discourse, and further exploration of key science ideas. Project participants will include 120 teachers, 2,400 PreK-3 children and over 7,200 family members in Ohio and Michigan.

Extending the initial NURTURES project, developed with NSF Math and Science Partnership funding, this follow-up project aims to: 1) Transform early childhood science teaching based upon Next Generation Science Standards (NGSS) to measurably increase student science, literacy, and math achievement, and 2) Engage families of PreK-3 students in science inquiry practices to measurably improve student science, literacy, and math achievement. A particularly important facet of this follow-up project is the research effort to parse and understand how each component (teacher professional development versus family engagement) impacts student learning. The project will use a randomized control group research design (RCT) to compare student achievement outcomes among three groups: Children whose teachers received professional development and family engagement activities, children whose teachers received only professional development, and a control group. The project will use standardized tests (the TerraNova Complete Battery) to measure impact on learning gains in science, mathematics, reading, and early literacy for children in grades K- 3. The Lens on Science assessment will measure science learning in preschool children. This project will result in an NGSS-based program for teachers and families that has been systematically tested and may ultimately be scaled up to an impact study and dissemination at a broad level.

Developing Teacher Noticing in Engineering in an Online Professional Development Program

This project will research how elementary (K-5) teachers in the Teacher Engineering Education Program (TEEP) program progress in one particular aspect of responsive teaching, noticing student thinking. Project research will also contribute to literature on how to support responsive teaching in web-based environments, expanding understanding of how design principles and features developed in in-person professional development settings can be implemented online.

Lead Organization(s): 
Award Number: 
1720334
Funding Period: 
Fri, 09/01/2017 to Mon, 08/31/2020
Full Description: 

The project will research how elementary (K-5) teachers in the Teacher Engineering Education Program (TEEP) program progress in one particular aspect of responsive teaching, noticing student thinking. TEEP includes four graduate-level courses that help them learn engineering content and pedagogical approaches. There has been little investigation of teacher professional development in engineering design. The work that has been done focuses on increasing teachers' content knowledge and familiarity in engineering. Most teacher professional development and research focus on teachers learning engineering content and process, with less attention on helping teachers develop new instructional practices necessary to help students navigate the complex, ill-defined problems in engineering. TEEP focuses on helping teachers develop practices of responsive teaching in engineering design, where teachers base their instructional moves on what they notice in their students are doing and saying. Project research will also contribute to literature on how to support responsive teaching in web-based environments, expanding understanding of how design principles and features developed in in-person professional development settings can be implemented online. The project will refine a program for engineering teachers nationwide, identify key features that are effective in developing teachers' practice, and create video resources for other professional development programs to use.

The project will address three research questions: (1) What do beginning engineering teachers notice in students' engineering design work? (2) What shifts occur in teachers' noticing over the course of a professional development program focused on responsive teaching and how do these shifts correlate with key features of the program? (3) What shifts occur in how teachers' talk about their goals for students' engineering and their instructional practice? The project will conduct independent analyses from two cohorts of teachers of three data streams: pre-post interviews about practice; teacher-captured classroom videos; video-stimulated interviews, and teachers' coursework. The analyses will then connect these analyses to address the research questions. Videocases of students' engineering will be disseminated for other teacher educators to use in supporting teacher noticing. The research outcomes of the research will not only advance our understandings of teacher learning, but will provide evidence that teachers can recognize, value, and leverage students' diverse resources for engineering. Research on the TEEP program will also provide much-needed empirical support on whether and how online programs can be effective for teachers' instructional practice.

Project MAPLE: Makerspaces Promoting Learning and Engagement

The project plans to develop and study a series of metacognitive strategies that support learning and engagement for struggling middle school students during makerspace experiences. The study will focus narrowly on establishing a foundational understanding of how to ameliorate barriers to engaging in design learning through the use of metacognitive strategies.

Award Number: 
1721236
Funding Period: 
Fri, 09/01/2017 to Sat, 08/31/2019
Full Description: 

The project plans to develop and study a series of metacognitive strategies that support learning and engagement for struggling middle school students during makerspace experiences. The makerspace movement has gained recognition and momentum, which has resulted in many schools integrating makerspace technologies and related curricular practices into the classroom. The study will focus narrowly on establishing a foundational understanding of how to ameliorate barriers to engaging in design learning through the use of metacognitive strategies. The project plans to translate and apply research on the use of metacognitive strategies in supporting struggling learners to develop approaches that teachers can implement to increase opportunities for students who are the most difficult to reach academically. Project strategies, curricula, and other resources will be disseminated through existing outreach websites, research briefs, peer-reviewed publications for researchers and practitioners, and a webinar for those interested in middle-school makerspaces for diverse learners.

The research will address the paucity of studies to inform practitioners about what pedagogical supports help struggling learners engage in these makerspace experiences. The project will focus on two populations of struggling learners in middle schools, students with learning disabilities, and students at risk for academic failure. The rationale for focusing on metacognition within makerspace activities comes from the literature on students with learning disabilities and other struggling learners that suggests that they have difficulty with metacognitive thinking. Multiple instruments will be used to measure metacognitive processes found to be pertinent within the research process. The project will tentatively focus on persistence (attitudes about making), iteration (productive struggle) and intentionality (plan with incremental steps). The work will result in an evidence base around new instructional practices for middle school students who are struggling learners so that they can experience more success during maker learning experiences.

Integrating Chemistry and Earth Science

This project will design, develop, and test a new curriculum unit for high school chemistry courses that is organized around the question, "How does chemistry shape where I live?" The new unit will integrate relevant Earth science data, scientific practices, and key urban environmental research findings with the chemistry curriculum to gain insights into factors that support the approach to teaching and learning advocated by current science curriculum standards.

Award Number: 
1721163
Funding Period: 
Tue, 08/15/2017 to Wed, 07/31/2019
Full Description: 

This Integrating Chemistry and Earth science (ICE) project will design, develop, and test a new curriculum unit for high school chemistry courses that is organized around the question, "How does chemistry shape where I live?" The new unit will integrate relevant Earth science data, scientific practices, and key urban environmental research findings with the chemistry curriculum to gain insights into factors that support the approach to teaching and learning advocated by current science curriculum standards. The overarching goal of the project is to develop teacher capacity to teach and evaluate student abilities to use the practices of scientists and concepts from Earth science and chemistry to understand important phenomena in their immediate, familiar environments. The project has the potential to serve as a model for how to make cutting edge science directly accessible to all students. The project is a collaborative effort that engages scientists, science education researchers, curriculum developers, school curriculum and instruction leaders, and science teachers in the longer term challenge of infusing Earth science concepts and practices across the core high school science courses.

Current guidelines and standards for science education promote learning that engages students in three interrelated dimensions: disciplinary core ideas, scientific practices, and crosscutting ideas. This project is guided by the hypothesis that when provided sustained opportunities to engage in three-dimensional learning experiences, in an integrated Earth science and chemistry context, students will improve in their ability to demonstrate the coordination of disciplinary core ideas, scientific practices, and crosscutting concepts when solving problems and developing explanations related to scientific phenomena. This project will employ a design based research approach, and during the two development-enactment-analysis-and-redesign cycles, the project team will collect student assessment data, teacher interview data, observational data from lessons, teacher surveys, and reflective teacher logbooks. These collected data will provide information about how teachers implement the lessons, what students do during the lessons, and what students learn from them that will lead to better design and a better understanding of student learning. This information will be used to inform the modification of lessons from cycle to cycle, and to inform the professional development materials for teachers. The research agenda for the project is guided by the following questions: 1. What are the design features of ICE lessons that support teachers in enacting three-dimensional instruction within the context of their classroom? 2. What are the design features of embedded three-dimensional assessments that yield useful classroom data for teachers and researchers regarding their students' abilities to integrate core ideas, scientific practices, and crosscutting concepts? 3. What is the nature of student learning related to disciplinary core ideas, scientific practices, and crosscutting concepts that results from students' engagement in ICE lesson sets? 4. What differences emerge in student engagement and learning outcomes for ICE lessons that incorporate local phenomena or data sets as compared to lessons that do not? 5. What contextual factors (i.e., school context, administrative support, time constraints, etc.) influence teachers' implementation of three-dimensional instruction embedded within ICE lessons?


Project Videos

2019 STEM for All Video Showcase

Title: Integrating Chemistry and Earth Science (ICE)

Presenter(s): Alan Berkowitz, Vonceil Anderson, Bess Caplan, Kevin Garner, & Jonathon Grooms


Integration of Engineering Design and Life Science: Investigating the influence of an Intervention on Student Interest and Motivation in STEM Fields

This project will investigate the integration of engineering design, practices, and thinking into middle school life science curriculum while providing opportunities for students to foster knowledge of and increase interest in life and biosciences. The project will specifically respond to the need to create, implement, and evaluate a model intervention that will advance the knowledge base for establishing and retaining underrepresented minorities in STEM fields.

Lead Organization(s): 
Award Number: 
1721141
Funding Period: 
Fri, 09/01/2017 to Tue, 08/31/2021
Full Description: 

This project will investigate the integration of engineering design, practices, and thinking into middle school life science curriculum while providing opportunities for students to foster knowledge of and increase interest in life and biosciences. The project will specifically respond to the need to create, implement, and evaluate a model intervention that will advance the knowledge base for establishing and retaining underrepresented minorities in STEM fields. Specifically, the project will partner with middle school science teachers from two local school corporations, STEM university faculty members and undergraduate engineering students, and university-based outreach coordinators from a minorities engineering program, the office of future engineers, and women in engineering program. Through this combined effort, both school corporations that serve underserved, culturally diverse, and socioeconomically disadvantaged students in rural communities; will have broad-based support for engaging 36 teachers and 3000 students in integrated life science with engineering design.

The project will employ a mixed methods research design incorporating both qualitative and quantitative approaches for data collection and analyses. The research team will conduct quantitative analyses by using Hierarchical Linear Modeling to determine the extent to which integrating life science with engineering design and thinking impact student learning of life science concepts and interest in life and biosciences. Qualitative approaches, including discourse analysis, will be used to delve deeper into student learning of the targeted life science concepts. Through this research, the project will advance evidence-based understanding of learning, enhance the theoretical models of student life science learning, and merge and extend the successes of previous studies by using the faculty expertise in effective approaches in engineering integration in K-12 science classrooms. Specifically, concept assessments, interest surveys, recordings of classroom discourse, student artifacts (e.g., design reports), interviews, and classroom observations will be used as data sources. Outcomes from the project will advance the knowledge base for establishing and retaining underrepresented minorities in STEM fields. The life STEM focused design tasks will be disseminated through an online peer-reviewed digital library available for use across the U.S. and beyond. Along with the design-based tasks on this website; results from the intervention model will be disseminated through electronic and print media to inform researchers, educators, administrators, and policy makers who play critical roles in enhancing student learning of and interest in STEM, about pathways to broadening participation in STEM.

Science and Engineering Education for Infrastructure Transformation

This project focuses on the research and develop an engineering education technology and pedagogy that will support project-based learning of science, engineering, and computation concepts and skills underlying the strategically important "smart" and "green" aspects of the infrastructure. The project will develop transformative technologies and curriculum materials to turn the campus of a high school or a geographical information system such as Google Maps into an engineering laboratory with virtually unlimited opportunities for learning and exploration.

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
1721054
Funding Period: 
Sun, 10/01/2017 to Thu, 09/30/2021
Full Description: 

The Concord Consortium in collaboration with Purdue University will research and develop an engineering education technology and pedagogy that will support project-based learning of science, engineering, and computation concepts and skills underlying the strategically important "smart" and "green" aspects of the infrastructure. This project will develop transformative technologies and curriculum materials to turn the campus of a high school or a geographical information system such as Google Maps into an engineering laboratory with virtually unlimited opportunities for learning and exploration. The project will deliver two innovations: 1) The Smart High School is an engineering platform for designing Internet of Things systems for managing the resources, space, and processes of a school based on real-time analysis of data collected by various sensors deployed by students on campus; and 2) the Virtual Solar World is a computational modeling platform for students to design, deploy, and connect virtual solar power solutions for their homes, schools, and regions. Six standards-aligned curriculum units based on these technologies will be developed to guide student learning and support educational research. Approximately 2,000 students from rural, suburban, and urban high schools in Indiana, Massachusetts, New Hampshire, and Ohio will participate in this research. project products and findings through the Internet, conferences, publications, and partner networks.

The research is designed to identify technology-enhanced instructional strategies that can simultaneously foster the growth of skills and self-efficacy in scientific reasoning, design thinking, and computational thinking, all of which are needed to build the future infrastructure. The focus on infrastructure transformation is aligned with NSF's vision of smart and connected communities. Although this project will use the context of smart and green infrastructure to engage students to solve real-world problems, the skills of scientific reasoning, design thinking, and computational thinking that they will acquire through meeting the challenges of this project can be transferrable to other topics and fields. Using a design-based research approach, a rich set of formative and summative data will be collected from these students for probing into three research questions: 1) To what extent does the integrated learning model help students develop and connect scientific reasoning, design thinking, and computational thinking skills?; 2) To what extent is students' interest in cognate careers affected by the authenticity of engineering design challenges?; and 3) How do the variations in the solutions to overcome the cognitive and practical difficulties of real-world problems impact learning outcomes and career interest? The data sources include pre/post-tests, process data, self-reports, observations, surveys, interviews, and participant information.

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