Engineering

Educational Design and Development: Planning for a STEM Learning Research Transformation

This is a planning effort to explore future directions and innovations related to educational design in science, technology, engineering, and mathematics education in partnership with the International Society for Design and Development in Education. The planning activity will engage a core group of ISDDE principals in the articulation and examination of design processes for the Transforming STEM Learning program at NSF with a goal of developing an agenda for further discussion and research conceptualization.

Lead Organization(s): 
Award Number: 
1216850
Funding Period: 
Tue, 05/15/2012 - Tue, 04/30/2013
Educational Design and Development: Planning for a STEM Learning Research Transformation

Crisis in K-16 STEM Education: A Regional Conference to Promote Local Solutions to a National Problem

This award is for the funding of a regional conference to study the future of STEM education, the impact of underrepresented and disadvantaged groups with regards to STEM, and STEM job growth and workforce development in a regional, as opposed to a national, context.

Lead Organization(s): 
Award Number: 
1212282
Funding Period: 
Wed, 02/01/2012 - Thu, 01/31/2013
Full Description: 

This award is for the funding of a regional conference to study the future of Science, Technology, Engineering, and Mathematics (STEM) education, the educational advancement of learners from underrepresented and disadvantaged groups with regards to STEM, and STEM job growth and workforce development in a regional, as opposed to a national, context. The project brings together regional K-16 stakeholders (teachers, administrators, policy makers, community college and four-year college faculty) with STEM education experts to address the major challenges and opportunities in supporting outstanding local programs that prepare students for STEM college-level study and careers, with a special emphasis on preparing under-represented populations. It is designed to bring together researchers and educators from the lower to mid-Hudson River Valley region of New York to layout the contours of current K-16 STEM practice, particularly from the point of view of what efforts are not working, why they are not working, and how to make these efforts work. The project is a partnership with Rockland Community College and CEJJES Institute. Approximately 150 participants from area schools and colleges in New York are expected to attend, representing approximately 200,000 K-12 public schools and 100,000 college students in a region where STEM-related industries are a prominent and growing influence.

The overarching goal of the Conference is to promote regional strategies that will enable this generation of learners, especially those from under-represented groups, to take their place in 21st century STEM careers. It is suggested that such a gathering of individuals and groups concerned with STEM education, as proposed in this project, would address four key questions: (1) How are knowledge and skill requirements for college-level study and careers in STEM changing the preparation needed for K-16? What changes need to be made with respect to curriculum, teachers and teaching, laboratories and access to resources, and in-school and out-of-school learning to improve the regional STEM outcomes? What strategies and practices can be adopted to support and advance STEM education throughout the region? (2) What are effective strategies for advancing the academic success of under-represented groups in STEM and how can they be successfully implemented in this region? (3) How does changing context for STEM education impact the knowledge and pedagogical skill requirements needed for being an effective K-16 STEM educator? What pedagogical strategies are best suited for teaching 21st century STEM skills? How well are teachers' professional development needs being met? What are some strategies for ensuring that the region?s teachers have access to the STEM professional development they need? (4) What are some current models of regional school/community/college partnerships for strengthening the K-16 STEM pipeline? How do these models address regional needs in ways that school districts cannot respond on their own? What solutions would be a good fit for this region? What unique ways in which Community Colleges and other share educational resources, serve as a STEM resource for students in middle school through college? What are the implications of this strategy for other regions concerned about K-16 STEM education?

Regional strategies offer a viable and scalable model for addressing K-16 STEM, especially when they reinforce the availability of services and support that would go beyond the reach of individual school districts. As a result of conference activities, the project will create and maintain a conference website with video capture of key elements of the presentations, conference proceedings and information and materials collected. The website will also be available for shared resources, scholarly papers, and the facilitating of future dialogue.

Crisis in K-16 STEM Education: A Regional Conference to Promote Local Solutions to a National Problem

Morehouse College DR K-12 Preservice STEM Teacher Initiative

This project will recruit high school African American males to begin preparation for science, technology, engineering and mathematics teaching careers. The goal of the program is to recruit and prepare students for careers in secondary mathematics and science teaching thus increasing the number of African Americans students in STEM. The research will explore possible reasons why the program is or is not successful for recruiting and retaining students in STEM Teacher Education programs  

Lead Organization(s): 
Award Number: 
1119512
Funding Period: 
Fri, 07/15/2011 - Sat, 06/30/2012
Full Description: 

Morehouse College proposes a research and development project to recruit high school African American males to begin preparation for secondary school science, technology, engineering and mathematics(STEM) teaching as a career. The major goal of the program is to recruit and prepare students for careers in secondary mathematics and science teaching thus increasing the number of African Americans students in STEM. The research will explore possible reasons why the program is or is not successful for recruiting and retaining students in STEM Teacher Education programs including: (a) How do students who remain in STEM education differ from those who leave and how do these individual factors (e.g. student preparation, self efficacies, course work outcomes, attitudes toward STEM/STEM education, connectivity to STEM/STEM education communities, learning styles, etc) enhance or inhibit interest in STEM teaching among African American males? (b) What organizational and programmatic factors (e.g. high school summer program, Saturday Academy, pre-freshman program, summer research experience, courses, enhanced mentoring, cyber-infrastructure, college admissions guidance, leadership training, instructional laboratory, program management, faculty/staff engagement and availability, Atlanta Public Schools and Morehouse College articulation and partnership) affect (enhance or inhibit) interest in STEM teaching among African American males?

Two cohorts of 40 students will spend six weeks in an intensive summer program with a follow-up Saturday Academy during their senior year before formally beginning their academic careers at Morehouse College. The program will integrate STEM education with teacher preparation and mentoring in order to develop secondary teachers who have mastery in both a STEM discipline as well as educational theory.

This pre-service program for future teachers will recruit 80 promising eleventh grade African American male students from the Atlanta Public School District to participate in a four-year program that will track them into the Teacher Preparation program at Morehouse College. The research will focus on the utility and efficacy of early recruitment of African American male students to STEM teaching careers as a mechanism to increase the number of African American males in STEM teaching careers.

Morehouse College DR K-12 Preservice STEM Teacher Initiative

An Examination of Science and Technology Teachers' Conceptual Learning through Concept-based Engineering Professional Development

This project will determine the viability of an engineering concept-based approach to teacher professional development for secondary school science teachers in life science and in physical science. The project refines the conceptual base for engineering at the secondary level learning to increase the understanding of engineering concepts by the science teachers. The hypothesis is that when teachers and students engage with engineering design activities their understanding of science concepts and inquiry are also enhanced.

Project Email: 
rod.custer@bhsu.edu
Lead Organization(s): 
Award Number: 
1119167
Funding Period: 
Thu, 09/01/2011 - Mon, 10/31/2011
Project Evaluator: 
Karen Peterman
Full Description: 

Technology educators from Black Hills State University and Purdue University partner with science educators from the University of Massachusetts at Boston and Stevens Institute of Technology to determine the viability of an engineering concept-based approach to teacher professional development for secondary school science teachers in life science and in physical science. The project refines the conceptual base for engineering at the secondary level learning (previously developed by the PIs) to increase the understanding of engineering concepts by the science teachers. In a pilot test of two weeks of professional development with ten teachers from each discipline, teachers become familiar with engineering concepts and study the process of infusing engineering concepts into science curricula so that they can develop modules in their discipline to be taught during the following in the school year. The following summer the teachers debrief the process and develop additional modules for their discipline. The process is revised and repeated with 22 teachers from each discipline. Teachers are explicitly provided strategies to help them meet the needs of diverse learners. The outputs of this project include: 1) a preliminary framework for secondary level engineering education to be published in both research and practitioner journals; 2) a pilot tested and validated Engineering Concept Assessment; 3) engineering-infused curriculum modules in life and physical science; and 4) a professional development model to prepare science teachers to infuse engineering in their teaching.

The project compares student learning when particular concepts in physics and biology are taught through engineering design with learning the same concepts taught an earlier group of students with present reform techniques used in the discipline. The hypothesis is that when teachers and students engage with engineering design activities their understanding of science concepts and inquiry are also enhanced. The research component of the project employs an iterative design with the design of activities followed by development and implementation. An engineering concept assessment is developed and tested to examine teacher learning and to determine how engineering concepts can be infused into the science curricula for life and physical science. Other quantitative and qualitative instruments are developed to assess the teachers? understandings of the engineering concepts and their pedagogical implications.

There is increasing emphasis on integrative STEM education. New national and international assessments are developing engineering strands and emphasizing non-routine problem solving. The framework for the Next Generation Science Standards includes engineering as one of four strands. Stand alone engineering course are not likely to be widely used. This project develops engineering infused science units and determines the professional development needed to use them effectively.

An Examination of Science and Technology Teachers' Conceptual Learning through Concept-based Engineering Professional Development

Transforming Teaching through Implementing Inquiry (T2I2)

This project explores the use of cyberinfrastructure to significantly enhance the delivery and quality of professional development for grades 8-12 engineering, technology, and design educators. The goal of the project is to study whether the use of highly interactive cyberinfrastructure increases the educator's teaching competencies and how to effectively teach. Student achievement is measured by comparing state assessments in: the curriculum's technology, engineering, and design assessment, end-of-grade mathematics assessment, and end-of-grade science assessment.

Partner Organization(s): 
Award Number: 
1118942
Funding Period: 
Mon, 08/01/2011 - Fri, 07/31/2015
Full Description: 

Transforming Teaching Through Implementing Inquiry (T2I2) is a full research and development project that explores the use of cyberinfrastructure to significantly enhance the delivery and quality of professional development (PD) for grades 8-12 engineering, technology, and design educators. The goal of the project is to study whether the use of highly interactive cyberinfrastructure increases this target audience's: 1) understanding of engineering design concepts and ability to effectively teach them 2) understanding of how to address student learning needs 3) ability to manage, monitor, and adjust the learning environment 4) use of self assessment to enhance teaching ability and 5) engagement in a community of practice. These issues are of particular interest because of the limited resources in place to prepare pre-service engineering and CTE teachers, as well as a lack of in-service PD.

The content for the PD is grounded in the materials and processes of two projects reviewed by the National Research Council's (NRC) report review committee: Technology Education: Learning by Design for Middle Schools" and "Engineering by Design for High Schools." By incorporating an object-oriented generic system design (learning objects), the cyberinfrastructure is set to be reusable, adaptable, and scalable. These learning objects allow for customization of the learning experience, whereby learning facilitators or learners themselves can configure the system based on their specific needs. Delivering learning objects in an online framework enables teachers to develop and grow in a network community.

A mixed methods approach is used to determine effects of professional development. Student achievement is measured by comparing each site's state assessments in the following areas: the curriculum's technology, engineering, and design assessment, end-of-grade mathematics assessment, and end-of-grade science assessment. Both formative and summative evaluation strategies inform the development and implementation of the project. As such, the project will advance theory, design, and practice in middle and high school enginee

Transforming Teaching through Implementing Inquiry (T2I2)

Ready for Robotics: The Missing T and E of STEM in Early Childhood Education

The project investigates the use of robotics into early childhood education. It address two objectives: to develop and evaluate a low-cost, developmentally appropriate robotic construction kit specifically designed for early childhood education (PreK-2) and to pilot a robotics-based professional development model for early childhood educators to teach engineering and technology.

Project Email: 
devtech@tufts.edu
Lead Organization(s): 
Award Number: 
1118897
Funding Period: 
Thu, 09/01/2011 - Sun, 08/31/2014
Full Description: 

The project investigates the use of robotics into early childhood education. It address two objectives: to develop and evaluate a low-cost, developmentally appropriate robotic construction kit specifically designed for early childhood education (PreK-2) and to pilot a robotics-based professional development model for early childhood educators to teach engineering and technology. A number of research questions are included. To what extent did participating teachers gained knowledge about robotics, engineering and programming, and pedagogies? To what extent have they increased their familiarity of, comfort with, and understanding of the use of robotics in early childhood? To what extent participating in the institute can support the passage from knowledge to action? What processes/standards are used by early childhood teachers to integrate engineering and technology into their traditional curriculum? Do teachers adopt the robotics kit and curriculum for their classrooms? How do they adapt it to their own practices? What are the factors that predict successful outcomes in terms of adoption and adaptation? To what extent has the teaching practice of the teachers changed in a way that demonstrates understanding of the role of T and E in early childhood education?

Robotics provides a playful bridge to make early childhood programs more academically challenging while honoring the importance of play in the developmental trajectory. The assumption is that young children can become engineers by playing with gears, levers, motors, sensors; and programmers by exploring sequences, loops and variables. Robotics can be a gateway for children to learn about applied mathematical concepts, the scientific method of inquiry, and problem solving. Moreover, working with robotic manipulatives engages children in social interactions and negotiations while playing to learn and learning to play.

For robotics to be successfully integrated into the early childhood classroom, there are three factors that need to be considered: the robotics technology needs to be developmentally appropriate and low-cost; and teachers should be exposed to professional development. This project addresses these issues. It contributes to the emerging field of robotics in education by addressing the needs of an educational segment, early childhood, where there is a lack of new technologies and approaches to teach technology and engineering in a developmentally appropriate way.

Ready for Robotics: The Missing T and E of STEM in Early Childhood Education

The Effectiveness of Inclusive STEM Schools at Scale: A Multistate Longitudinal Quasi-experiment

In this project, investigators are laying the foundation for a rigorous quasi-experiment to test the effects of attending such a school using longitudinal student records, surveys, and interviews. By documenting survey response rates, student location rates, and rates for successful matching of student administrative and survey data, this project is demonstrating that it is possible to collect data that would enable a large-scale study to be launched with the necessary instruments and experience in hand.

Lead Organization(s): 
Award Number: 
1118993
Funding Period: 
Thu, 09/01/2011 - Sat, 08/31/2013
Full Description: 

Concerns about both economic competitiveness and educational equity emphasize the need for the United States to broaden and diversify the pipeline of students prepared and motivated to pursue STEM college majors. An emerging strategy for addressing this need is large-scale implementation of inclusive STEM high schools. In this exploratory project, investigators from SRI International and George Washington University are laying the foundation for a rigorous quasi-experiment to test the effects of attending such a school using longitudinal student records, surveys, and interviews. The project's operational definition for an inclusive STEM high school (ISHS) is a school, school within a school, or school program that accepts students primarily on the basis of interest rather than aptitude or prior achievement and gives them the mathematics and science preparation they need to succeed in a STEM college major. ISHSs enroll students from groups underrepresented in STEM professions through an application process that does not require high test scores before high school entry. In contrast to selective STEM schools that admit gifted and talented students on the basis of entrance examination scores and thus select for perceived STEM aptitude, ISHSs have the more ambitious goal of developing STEM expertise.

To establish the feasibility of a large, multi-state investigation of the effectiveness of inclusive STEM schools at scale, researchers are:

- Developing a tentative taxonomy of ISHSs and exploring implications of ISHS heterogeneity for the research design;

- Recruiting three school partners representing different ISHS approaches;

- Using state data to identify a comparison school (without a particular focus on STEM) for each ISHS school partner and recruiting comparison school partners;

- Developing School Leader and three student surveys (fall 9th-grade, spring 12th-grade, and spring post-graduation);

- Collaborating with partner schools in design of data collection procedures, recruiting materials, and incentives;

- Piloting the School Leader Survey and two student surveys (9th-grade fall survey and 12th-grade spring survey) in six partner schools;

- Identifying and recruiting a larger sample of ISHSs and matched comparison schools for Year 2 data collection;

- Administering surveys in 40 or more high schools;

- Locating spring 2012 graduates of the three ISHS partner schools and pilot testing the post-graduation student survey with these students; and

- Engaging an Advisory Board who will provide methodological expertise and advice.

Ultimately, by documenting survey response rates, student location rates, and rates for successful matching of student administrative and survey data, this feasibility work is demonstrating that it is possible to collect the kind of data that would enable a large-scale study to be launched with the necessary instruments and experience in hand. As evidenced by the recent call from the President's Council of Advisors in Science and Technology for 1,000 new STEM schools and the National Research Council's report entitled "Successful K-12 STEM Education: Identifying Effective Approaches in Science, Technology, Engineering, and Mathematics" that highlights various STEM schools, the proposed research is highly relevant to current policy initiatives and debates. Moreover, the research has the potential to promote diversity in the STEM pipeline by influencing policymakers in states and districts that have yet to implement ISHSs at scale.

The Effectiveness of Inclusive STEM Schools at Scale: A Multistate Longitudinal Quasi-experiment

Multiple Instrumental Case Studies of Inclusive STEM-focused High Schools: Opportunity Structures for Preparation and Inspiration (OSPrl).

The aim of this project is to examine opportunity structures provided to students by inclusive STEM-focused high schools, with an emphasis on studying schools that serve students from underrepresented groups. The project is studying inclusive STEM-focused high schools across the United States to determine what defines them. The research team initially identified ten candidate critical components that define STEM-focused high schools and is refining and further clarifying the critical components through the research study.

Lead Organization(s): 
Award Number: 
1118851
Funding Period: 
Thu, 09/01/2011 - Mon, 08/31/2015
Full Description: 

The aim of this project is to examine opportunity structures provided to students by inclusive STEM-focused high schools, with an emphasis on studying schools that serve students from underrepresented groups. In contrast to highly selective STEM-focused schools that target students who are already identified as gifted and talented in STEM, inclusive STEM-focused high schools aim to develop new sources of STEM talent, particularly among underrepresented minority students, to improve workforce development and prepare STEM professionals. A new NRC report, Successful K-12 STEM Education (2011), identifies areas in which research on STEM-focused schools is most needed. The NRC report points out the importance of providing opportunities for groups that are underrepresented in the sciences, especially Blacks, Hispanics, and low-income students who disproportionately fall out of the high-achieving group in K-12 education. This project responds specifically to the call for research in the NRC report and provides systematic data to define and clarify the nature of such schools.

The project is studying inclusive STEM-focused high schools across the United States to determine what defines them. The research team initially identified ten candidate critical components that define STEM-focused high schools and is refining and further clarifying the critical components through the research study. The first phase of the study is focusing on 12 well-established and carefully planned schools with good reputations and strong community and business support, in order to capture the critical components as intended and implemented. Case studies of these high-functioning schools and a cross-case analysis using a set of instruments for gauging STEM design and implementation are contributing toward building a theory of action for such schools that can be applied more generally to STEM education. The second phase of the study involves selecting four school models for further study, focusing on student-level experiences and comparing student outcomes against comprehensive schools in the same district. Research questions being studied include: 1) Is there a core set of likely critical components shared by well-established, promising inclusive STEM-focused high schools? Do other components emerge from the study? 2) How are the critical components implemented in each school? 3) What are the contextual affordances and constraints that influence schools' designs, their implementation, and student outcomes? 4) How do student STEM outcomes in these schools compare with school district and state averages? 5) How do four promising such schools compare with matched comprehensive high schools within their respective school districts, and how are the critical components displayed? 6) From the points of view of students underrepresented in STEM fields, how do education experiences at the schools and their matched counterparts compare? And 7) How do student outcomes compare?

The research uses a multiple instrumental case study design in order to describe and compare similar phenomena. Schools as critical cases are being selected through a nomination process by experts, followed by screening and categorization according to key design dimensions. Data sources include school documents and public database information; a survey, followed by telephone interviews that probe for elaborated information, to provide a systematic overview of the candidate components; on-site visitations to each school provide data on classroom observations at the schools; interviews with students, teachers and administrators in focus groups; and discussions with critical members of the school community that provide unique opportunities to learn such as mentors, business leaders, and members of higher education community that provide outside of school learning experiences. The project is also gathering data on a variety of school-level student outcome indicators, and is tracking the likely STEM course trajectories for students, graduation rates, and college admission rates for students in the inclusive STEM-focused schools, as compared to other schools in the same jurisdiction. Analysis of the first phase of the study aims to develop rich descriptions that showcase characteristics of the schools, using axial and open coding, to determine a theory of action that illustrates interconnections among context, design, implementation, and outcome elements. Analysis of the second phase of the study involves similar processes on four levels: school, student, databases, and a synthesis of the three. Evaluation of the project consists of an internal advisory board and an external advisory board, both of which provide primarily formative feedback on research procedures.

Research findings, as well as case studies, records of instrument and rubric development and use, annual reports, and conference proposals and papers are being provided on a website, in order to provide an immediate and ongoing resource for education leaders, researchers and policymakers to learn about research on these schools and particular models. An effort is also being made to give voice to the experiences of high school students from the four pairs of high schools studied in the second phase of the study. Findings are also being disseminated by more traditional means, such as papers in peer-reviewed journals and conference presentations.

Multiple Instrumental Case Studies of Inclusive STEM-focused High Schools: Opportunity Structures for Preparation and Inspiration (OSPrl).

Toward Integrated STEM Education: Developing a Research Agenda

The goal of the study is to craft a research agenda that will examine the value of an integrated STEM education to students (K-12) in terms of learning achievement, motivation, and career aspirations. The final report summarizes the findings from the data gathering and analysis and the committee's conclusions and recommendations for a research agenda. This report is disseminated through presentations, publication of print and online articles and editorials and briefings to relevant stakeholders.
Lead Organization(s): 
Award Number: 
1114829
Funding Period: 
Wed, 06/01/2011 - Sat, 05/31/2014
Full Description: 

The National Academy of Engineering is conducting a comprehensive examination of the current state of integrated Science, Technology, Engineering and Mathematics (STEM) education in K-12 schools. STEM education is a recognized priority for K-12 education but to date most of the attention and funding has been focused on improving the single-letter components of STEM and mainly only science and mathematics. This study focuses attention on the potential benefits of teaching and learning that combine or integrate essential content and processes of two or more of the four STEM disciplines with particular emphasis on technology and engineering. Preliminary evidence suggests that integrated STEM may produce gains in students' academic interest and achievement as well as influence career aspirations. The goal of the study is to craft a research agenda that will examine the value of an integrated STEM education to students (K-12) in terms of learning achievement, motivation, and career aspirations. The final report summarizes the findings from the data gathering and analysis and the committee's conclusions and recommendations for a research agenda. This report is disseminated through presentations to relevant groups, publication of print and online articles and editorials and briefings to relevant stakeholders. About 75% of the funding for this study is provided through private foundations

The study is done by a carefully selected project committee of 12-14 experts in diverse fields relevant to the focus of the effort appointed by the president of the National Academy of Engineering. They are supported by knowledgeable Academy staff. The Committee meets six times over 30 months. The first workshop is to devise a conceptual framework or taxonomy of the multiple ways integration can occur. Other workshops inform the Committee about specific issues relevant to integrated STEM education. The project includes a review of the literature on integrated teaching and learning, primary qualitative research on the current practices in integrated teaching (surveys, curriculum analyses, interviews and site visits), and review of policy at the district, state, and national levels. The goal of the study is to develop a research agenda that will examine the value of an integrated STEM education to students (K-12) in terms of learning achievement, motivation, and career aspirations. An external evaluator assesses the data gathering effort, the project's communication and outreach efforts and the impact of the final report. Surveys and/or interviews with workshop participants and others determine how the report influences the national discussion STEM education. The final evaluation report distills the lessons learned and the implications for next steps in studying the integrated STEM concept.

The project and the final consensus report are designed to inform stakeholder groups that have an interest in understanding the limits and potential of integrated STEM. The stakeholders include federal and state agencies with a role in education, foundations, STEM teacher organizations and STEM professional societies as well as practitioners and the general public.

Toward Integrated STEM Education: Developing a Research Agenda

Embodied STEM Learning Across Technology-based Learning Environments

This project conducts interdisciplinary research to advance understanding of embodied learning as it applies to STEM topics across a range of current technology-based learning environments (e.g., desktop simulations, interactive whiteboards, and 3D interactive environments). The project has two central research questions: How are student knowledge gains impacted by the degree of embodied learning and to what extent do the affordances of different technology-based learning environments constrain or support embodied learning for STEM topics?

Lead Organization(s): 
Partner Organization(s): 
Award Number: 
1020367
Funding Period: 
Sun, 08/15/2010 - Sun, 07/31/2011
Project Evaluator: 
Susan Haag
Full Description: 

This project conducts interdisciplinary research to advance understanding of embodied learning as it applies to STEM topics across a range of current technology-based learning environments (e.g., desktop simulations, interactive whiteboards, and 3D interactive environments). The project builds on extensive research, including prior work of the PIs, regarding both embodied learning and statistical learning. The PIs describe embodied learning as engaging the neuromuscular systems of learners as they interact with the world around them visually, aurally, and kinesthetically in order to construct new knowledge structures. Statistical learning is described as the ability to learn, often without intent, which sequences of stimuli are consistent with a set of rules. An example of statistical learning is pattern recognition, which is central to mastery of complex topics in many STEM disciplines including physics and mathematics.

The project has two central research questions: How are student knowledge gains impacted by the degree of embodied learning and to what extent do the affordances of different technology-based learning environments constrain or support embodied learning for STEM topics? To investigate these questions, the PIs are conducting three series of experiments in five phases using two physics topics. The first four phases are developmental and the final phase implements and assesses the two modules in schools (20 plus teachers, 700 plus K-12 students) in Arizona and New York (15 total sites, 10 plus public schools, minimum one Title I school).

The aim of this project is to meld these two research trajectories to yield two key outcomes: 1) basic research regarding embodiment and statistical learning that can be applied to create powerful STEM learning experiences, and 2) the realization of exemplary models and principles to aid curriculum and technology designers in creating learning scenarios that take into account the level of embodiment that a given learning environment affords. 

 

Embodied STEM Learning Across Technology-based Learning Environments
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