Computer Science

ScratchEd: Working with Teachers to Develop Design-based Approaches to the Cultivation of Computational Thinking

This project is designing, developing, and studying an innovative model for professional development (PD) of teachers who use the Scratch computer programming environment to help their students learn computational thinking. The fundamental hypothesis of the project is that engagement in workshops and on-line activities of the ScratchEd professional development community will enhance teacher knowledge about computational thinking, their practice of design-based instruction, and their students' learning of key computational thinking concepts and habits of mind.

Project Email: 
scratched@media.mit.edu
Partner Organization(s): 
Award Number: 
1019396
Funding Period: 
Sun, 08/15/2010 - Wed, 07/31/2013
Project Evaluator: 
Education Development Center
Full Description: 

The ScratchEd project, led by faculty at the Massachusetts Institute of Technology and professionals at the Education Development Center, is designing, developing, and studying an innovative model for professional development (PD) of teachers who use the Scratch computer programming environment to help their students learn computational thinking. The fundamental hypothesis of the project is that engagement in workshops and on-line activities of the ScratchEd professional development community will enhance teacher knowledge about computational thinking, their practice of design-based instruction, and their students' learning of key computational thinking concepts and habits of mind.

The effectiveness of the ScratchEd project is being evaluated by research addressing four specific questions: (1) What are the levels of teacher participation in the various ScratchEd PD offerings and what do teachers think of these experiences? (2) Do teachers who participate in ScratchEd PD activities change their use of Scratch in classroom instruction to create design-based learning opportunities? (3) Do the students of teachers who participate in the ScratchEd PD activities show evidence of developing an understanding of computational thinking concepts and processes? (4) When the research instruments developed for the evaluation are made available for teachers in the Scratch community to use for self-evaluation, how do teachers make use of them? Because both computational thinking and design-based instruction are complex activities, the project research is using a combination of survey, interview, and artifact analysis methods to answer the questions.

The ScratchEd professional development and research work will provide important insight into the challenge of helping teachers create productive learning environments for development of computational thinking. Those efforts will also yield a set of evaluation tools that can be integrated into the ScratchEd resources and used by others to study development of computational thinking and design-based instruction.

Events

  • 2012 Conference - http://events.scratch.mit.edu/conference/
  • Regular Workshops, Webinars, and Meetups - http://scratched.eventbrite.com/
  • Social Media

  • Twitter - http://twitter.com/ScratchEdTeam
  • Facebook - http://www.facebook.com/ScratchEdTeam
  • Vimeo - http://vimeo.com/scratchedteam/
  • Flickr - http://www.flickr.com/photos/38090850@N08/
  • ScratchEd: Working with Teachers to Develop Design-based Approaches to the Cultivation of Computational Thinking

    The Challenge of Interdisciplinary Education: Math-Bio

    This project continues research and development work on high school instructional materials that integrate biology, computing, and mathematics. The project goal is to develop and test a one-semester high school course. The course consists of some modules developed under a previous NSF grant as well as some new material. Intended deliverables include up to five new instructional modules and a coherent one-semester course suitable for the increasing state requirements for a fourth year of mathematics.

    Project Email: 
    IMB@dimacs.rutgers.edu
    Lead Organization(s): 
    Award Number: 
    1020166
    Funding Period: 
    Wed, 09/15/2010 - Sun, 08/31/2014
    Project Evaluator: 
    Len Albright at CSU
    Full Description: 

    Developers and researchers at Rutgers University, Boston University, Colorado State University, and the Consortium for Mathematics and Its Applications (COMAP) are continuing research and development work on high school instructional materials that integrate biology, computing, and mathematics. The project goal is to develop and test a one-semester high school course. The course consists of some modules developed under a previous NSF grant as well as some new material.

    COMAP leads the effort to develop the instructional materials and the process involves mathematicians, biologists, computer scientists, teachers, and writers. The materials are pilot- and field-tested in a number of schools and revised after each test. Subject matter experts review the materials for accuracy and teachers and education professionals review them for their usability. Researchers at Colorado State University collect and analyze data on student learning and interest at all stages of the pilot- and field-testing.

    The intended deliverables include up to five new instructional modules and a coherent one-semester course suitable for the increasing state requirements for a fourth year of mathematics. The course is supported by a book in print and electronic format and includes teacher training support tools and activities to prepare teachers to present interdisciplinary bio-mathematics material.

    The Challenge of Interdisciplinary Education: Math-Bio

    The Value of Computational Thinking Across Grade Levels

    This project is developing and testing a set of 12 curriculum modules designed to engage high school students and their teachers in the process of applying computational concepts and methods to problem solving in a variety of scientific contexts. The project perspective is that computational thinking can be usefully thought of as a specialized form of mathematical modeling.

    Project Email: 
    vctal@dimacs.rutgers.edu
    Lead Organization(s): 
    Award Number: 
    1020201
    Funding Period: 
    Thu, 07/01/2010 - Mon, 06/30/2014
    Project Evaluator: 
    Len Albright and Andrea Weinberg at CSU
    Full Description: 

    The Value of Computational Thinking (VCT) project combines the talents and resources of STEM professionals at the Rutgers University DIMACS Center, the Consortium for Mathematics and Its Applications (COMAP), Colorado State University, Hobart and William Smith College, the Computer Science Teachers Association, and five partner school districts to develop and test a set of 12 curriculum modules designed to engage high school students and their teachers in the process of applying computational concepts and methods to problem solving in a variety of scientific contexts. The project perspective is that computational thinking can be usefully thought of as a specialized form of mathematical modeling. The product of computational thinking in a particular domain is a model of a situation, a structuring and representation of the situation, that enables computations to be performed to answer questions, solve problems, control processes, predict consequences, or enhance understanding.

    Since computational thinking is a relatively new construct in STEM and STEM education, there are few available curriculum materials to support instruction intended to develop the understanding, habits of mind, and specific techniques that are involved. The fundamental goal of the VCT project is to answer an engineering research question: "What kinds of instructional materials and learning experiences will develop effective computational thinking skills and attitudes?" The VCT project is applying a design research process involving iterative phases of development, pilot testing, and revision to produce prototype instructional materials that will be useful as stand-alone curriculum modules or when collected into different packages to support full high school courses. Project field test evaluation will provide preliminary evidence about the efficacy of the materials in developing desired student learning.

    Proponents of computational thinking in STEM and STEM education have argued that it offers a powerful general approach to problem solving in discipline-specific and inter-disciplinary settings. They also argue that, when properly taught, it can provide an effective introduction and attraction to careers in computer science and other computing-intensive fields. Thus the VCT project has a long-term goal of broadening participation in computer science and related technology fields. Materials are being designed with special features to enhance their effectiveness in reaching this objective.

    The Value of Computational Thinking Across Grade Levels

    INK-12: Teaching and Learning Using Interactive Ink Inscriptions in K-12 (Collaborative Research: Rubin)

    This is a continuing research project that supports (1) creation of what are termed "ink inscriptions"--handwritten sketches, graphs, maps, notes, etc. made on a computer using a pen-based interface, and (2) in-class communication of ink inscriptions via a set of connected wireless tablet computers. The primary products are substantiated research findings on the use of tablet computers, inscriptions, and networks in 4th/5th grade classrooms as well as models for teacher education and use.

    Partner Organization(s): 
    Award Number: 
    1019841
    Funding Period: 
    Wed, 09/01/2010 - Sun, 08/31/2014
    Project Evaluator: 
    David Reider
    Full Description: 

    The research project continues a collaboration between MIT's Center for Educational Computing Initiatives and TERC focusing on the enhancement of K-12 STEM math and science education by means of technology that supports (1) creation of what are termed "ink inscriptions"--handwritten sketches, graphs, maps, notes, etc. made on a computer using a pen-based interface, and (2) in-class communication of ink inscriptions via a set of connected wireless tablet computers. The project builds on the PIs' prior work, which demonstrated that both teachers and students benefit from such technology because they can easily draw and write on a tablet screens, thus using representations not possible with only a typical keyboard and mouse; and they can easily send such ink inscriptions to one another via wireless connectivity. This communication provides teachers the opportunity to view all the students' work and make decisions about which to share anonymously on a public classroom screen or on every student's screen in order to support discussion in a "conversation-based" classroom. Artificial intelligence methods are used to analyze ink inscriptions in order to facilitate selection and discussion of student work.

    The project is a series of design experiments beginning with the software that emerged from earlier exploratory work. The PIs conduct two cycles of experiments to examine how tablets affect students learning in 4th and 5th grade mathematics and science. The project research questions and methods focus on systematic monitoring of teachers' and students' responses to the innovation in order to inform the development process. The PIs collect data on teachers' and students' use of the technology and on student learning outcomes and use those data as empirical evidence about the promise of the technology for improving STEM education in K-12 schools. An external evaluator uses parallel data collection, conducting many of the same research activities as the core team and independently providing analysis to be correlated with other data. His involvement is continuous and provides formative evaluation reports to the project through conferences, site visits, and conference calls.

    The primary products are substantiated research findings on the use of tablet computers, inscriptions, and networks in 4th and 5 grade classrooms. In addition the PIs develop models for teacher education and use, and demonstrate the utility of artificial intelligence techniques in facilitating use of the technology. With the addition of Malden Public Schools to the list of participating districts, which includes Cambridge Public Schools and Waltham Public Schools from earlier work, the project expands the field test sites to up 20 schools' classrooms.

    INK-12: Teaching and Learning Using Interactive Ink Inscriptions in K-12 (Collaborative Research: Rubin)

    INK-12: Teaching and Learning Using Interactive Ink Inscriptions in K-12 (Collaborative Research: Koile)

    This is a continuing research project that supports (1) creation of what are termed "ink inscriptions"--handwritten sketches, graphs, maps, notes, etc. made on a computer using a pen-based interface, and (2) in-class communication of ink inscriptions via a set of connected wireless tablet computers. The primary products are substantiated research findings on the use of tablet computers and inscriptions in 4th and 5th grade math and science, as well as models for teacher education and use.
    Partner Organization(s): 
    Award Number: 
    1020152
    Funding Period: 
    Wed, 09/01/2010 - Sun, 08/31/2014
    Project Evaluator: 
    David Reider, Education Design Inc.
    Full Description: 

    The research project continues a collaboration between MIT's Center for Educational Computing Initiatives and TERC focusing on the enhancement of K-12 STEM math and science education by means of technology that supports (1) creation of what are termed "ink inscriptions"--handwritten sketches, graphs, maps, notes, etc. made on a computer using a pen-based interface, and (2) in-class communication of ink inscriptions via a set of connected wireless tablet computers. The project builds on the PIs' prior work, which demonstrated that both teachers and students benefit from such technology because they can easily draw and write on a tablet screens, thus using representations not possible with only a typical keyboard and mouse; and they can easily send such ink inscriptions to one another via wireless connectivity. This communication provides teachers the opportunity to view all the students' work and make decisions about which to share anonymously on a public classroom screen or on every student's screen in order to support discussion in a "conversation-based" classroom. Artificial intelligence methods are used to analyze ink inscriptions in order to facilitate selection and discussion of student work.

    The project is a series of design experiments beginning with the software that emerged from earlier exploratory work. The PIs conduct two cycles of experiments to examine how tablets affect students learning in 4th and 5th grade mathematics and science. The project research questions and methods focus on systematic monitoring of teachers' and students' responses to the innovation in order to inform the development process. The PIs collect data on teachers' and students' use of the technology and on student learning outcomes and use those data as empirical evidence about the promise of the technology for improving STEM education in K-12 schools. An external evaluator uses parallel data collection, conducting many of the same research activities as the core team and independently providing analysis to be correlated with other data. His involvement is continuous and provides formative evaluation reports to the project through conferences, site visits, and conference calls.

    The primary products are substantiated research findings on the use of tablet computers, inscriptions, and networks in 4th and 5 grade classrooms. In addition the PIs develop models for teacher education and use, and demonstrate the utility of artificial intelligence techniques in facilitating use of the technology. With the addition of Malden Public Schools to the list of participating districts, which includes Cambridge Public Schools and Waltham Public Schools from earlier work, the project expands the field test sites to up 20 schools' classrooms.

    INK-12: Teaching and Learning Using Interactive Ink Inscriptions in K-12 (Collaborative Research: Koile)

    Integrating Computing Across the Curriculum (ICAC): Incorporating Technology into STEM Education

    This project builds and tests applications tied to the school curriculum that integrate the sciences with mathematics, computational thinking, reading and writing in elementary schools. The investigative core of the project is to determine how to best integrate computing across the curriculum in such a way as to support STEM learning and lead more urban children to STEM career paths.

    Project Email: 
    icacatuab@gmail.com
    Lead Organization(s): 
    Partner Organization(s): 
    Award Number: 
    0918216
    Funding Period: 
    Sat, 08/01/2009 - Sun, 07/31/2011
    Project Evaluator: 
    Leslie Cooksy - Univ. of Delaware
    Full Description: 

    Computer access has opened an exciting new dimension for STEM education; however, if computers in the classroom are to realize their full potential as a tool for advancing STEM education, methods must be developed to allow them to serve as a bridge across the STEM disciplines. The goal of this 60-month multi-method, multi-disciplinary ICAC project is to develop and test a program to increase the number of students in the STEM pipeline by providing teachers and students with curricular training and skills to enhance STEM education in elementary schools. ICAC will be implemented in an urban and predominantly African American school system, since these schools traditionally lag behind in filling the STEM pipeline. Specifically, ICAC will increase computer proficiency (e.g., general usage and programming), science, and mathematics skills of teachers and 4th and 5th grade students, and inform parents about the opportunities available in STEM-centered careers for their children.

    The Specific Aims of ICAC are to:

    SA1. Conduct a formative assessment with teachers to determine the optimal intervention to ensure productive school, principal, teacher, and student participation.

    SA2. Implement a structured intervention aimed at (1) teachers, (2) students, and (3) families that will enhance the students’ understanding of STEM fundamentals by incorporating laptops into an inquiry-based educational process.

    SA3. Assess the effects of ICAC on:

    a. Student STEM  engagement and performance.

    b. Teacher and student computing specific confidence and utilization.

    c. Student interest in technology and STEM careers.

    d. Parents’ attitudes toward STEM careers and use of computers.

    To enable us to complete the specific aims noted above, we have conducted a variety of project activities in Years 1-3. These include:

    1. Classroom observations at the two Year 1 pilot schools
    2. Project scaling to 6 schools in Year 2 and 10 schools in Year 3
    3. Semi-structured school administrator interviews in schools
    4. Professional development sessions for teachers
    5. Drafting of curriculum modules to be used in summer teacher institutes and for dissemination
    6. In-class demonstration of curriculum modules
    7. Scratch festivals each May
    8. Summer teacher institutes
    9. Student summer camps
    10. Surveying of teachers in summer institutes
    11. Surveying of teachers and students at the beginning and end of the school year
    12. Showcase event at end of student workshops

    The specific ICAC activities for Years 2-5 include:

    • Professional development sessions (twice monthly for teachers), to integrate the ‘best practices’ from the program.
    • Working groups led by a grade-specific lead teacher. The lead teacher for each grade in each school will identify areas where assistance is needed and will gather the grade-specific cohort of teachers at their school once every two weeks for a meeting to discuss the progress made in addition to challenges to or successes in curricula development.  
    • ICAC staff and prior trained teachers will visit each class monthly during the year to assist the teachers and to evaluate specific challenges and opportunities for the use of XOs in that classroom.  
    • In class sessions at least once per month (most likely more often given feedback from Teacher Summer Institutes) to demonstrate lesson plans and assist teachers as they implement lesson plans.
    • ICAC staff will also hold a joint meeting of administrators of all target schools each year to assess program progress and challenges. 
    • Teacher Summer Institutes – scaled-up to teachers from the new schools each summer to provide training in how to incorporate computing into their curriculum.
    • Administrator sessions during the Teacher Summer Institutes; designed to provide insight into how the laptops can facilitate the education and comprehension of their students in all areas of the curriculum, discuss flexible models for physical classroom organization to facilitate student learning, and discussions related to how to optimize the use of computing to enhance STEM curricula in their schools.  Student Summer Computing Camps – designed to teach students computing concepts, make computing fun, and enhance their interest in STEM careers.  
    • ICAC will sponsor a yearly showcase event in Years 2-5 that provides opportunities for parents to learn more about technology skills their children are learning (e.g., career options in STEM areas, overview of ICAC, and summary of student projects). At this event, a yearly citywide competition among students also will be held that is an expanded version of the weeklong showcase event during the student summer camps.
    • Surveying of students twice a year in intervention schools.
    • Surveying of teachers at Summer Institutes and then at the end of the academic year.
    • Coding and entry of survey data; coding of interview and observational data.
    • Data analysis to examine the specific aims (SA) noted above:
      • The impact of ICAC on teacher computing confidence and utilization (SA 3.b).
      • Assess the effects of (1) teacher XO training on student computing confidence and utilization (SA 3.b), (2) training on changes in interest in STEM careers (SA 3.c), and (3) XO training on student engagement (SA 3.a).
      • A quasi-experimental comparison of intervention and non-intervention schools to assess intervention effects on student achievement (SA 3.a).
      • Survey of parents attending the yearly ICAC showcase to assess effects on parental attitudes toward STEM careers and computing (SA 3.d).

    The proposed research has the potential for broad impact by leveraging technology in BCS to influence over 8,000 students in the Birmingham area. By targeting 4th and 5th grade students, we expect to impact STEM engagement and preparedness of students before they move into a critical educational and career decision-making process. Further, by bolstering student computer and STEM knowledge, ICAC will impart highly marketable skills that prepare them for the 81% of new jobs that are projected to be in computing and engineering in coming years (as predicted by the US Bureau of Labor Statistics).3 Through its formative and summative assessment, ICAC will offer intellectual merit by providing teachers throughout the US with insights into how computers can be used to integrate the elementary STEM curriculum. ICAC will develop a model for using computers to enhance STEM education across the curriculum while instilling a culture among BCS schools where computing is viewed as a tool for learning.

    Integrating Computing Across the Curriculum (ICAC): Incorporating Technology into STEM Education

    Visualizing to Integrate Science Understanding for All Learners (VISUAL)

    This project is exploring how curricula and assessment using dynamic, interactive scientific visualizations of complex phenomena can ensure that all students learn significant science content. Dynamic visualizations provide an alternative pathway for students to understand science concepts, which can be exploited to increase the accessibility of a range of important science concepts. Computer technologies offer unprecedented opportunities to design curricula and assessments using visual technologies and to explore them in research, teaching, and learning.

    Lead Organization(s): 
    Award Number: 
    0918743
    Funding Period: 
    Tue, 09/01/2009 - Fri, 08/31/2012
    Project Evaluator: 
    Paul Holland
    Visualizing to Integrate Science Understanding for All Learners (VISUAL)

    Capacity Building in Computer Science

    This exploratory project aims to develop a community of individuals and organizations working together to address critical issues in K-12 computer science education by broadening the awareness of the need for curriculum computer science standards, providing multiple levels of professional development, conducting and disseminating research in computer science education, and promoting this subject as a unique field of study in schools.

    Award Number: 
    0733379
    Funding Period: 
    Tue, 01/01/2008 - Thu, 12/31/2009
    Capacity Building in Computer Science
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