This research examines the Tree Investigators project to support science learning with mobile devices during family public programmes in an arboretum. Using a case study methodology, researchers analysed video records of 10 families (25 people) using mobile technologies with naturalists at an arboretum to understand how mobile devices supported science talk related to tree biodiversity. The conceptual framework brings together research on technological supports for science learning and research on strategies that encourage families to engage in conversations that support observation and
The Science and Math Informal Learning Education (SMILE) pathway is serving the digital resource management needs of the informal learning community. The science and math inquiry experiences offered by science and technology centers, museums, and out-of-school programs are distinct from those found in formal classrooms. Interactive exhibits, multimedia presentations, virtual environments, hands-on activities, outdoor field guides, engineering challenges, and facilitated programs are just some of the thoughtfully designed resources used by the informal learning community to make science and math concepts come alive. With an organizational framework specifically designed for informal learning resources, the SMILE pathway is empowering educators to locate and explore high-quality education materials across multiple institutions and collections. The SMILE pathway is also expanding the participation of underrepresented groups by creating an easily accessible nexus of online materials, including those specifically added to extend the reach of effective science and math education to all communities. To promote the use of the SMILE pathway and the NSDL further, project staff are creating professional development programs and a robust online community of educators and content experts to showcase best practices tied to digital resources. Finally, to guarantee continued growth and involvement in the SMILE pathway, funding and editorial support is being provided to expansion partners, beyond the founding institutions, to add new digital resources to the NSDL.
The project team is developing a prototype of a web-based game utilizing the illustrations of chemical elements and science terms created by Simon Basher in his three books, The Periodic Table: Elements with Style!, Chemistry: Getting a Big Reaction!, and Physics: Why Matter Matters! The game will incorporate augmented reality (person-to-person gameplay with the support of the software) to teach grade 4 to 6 students science concepts, including an introduction to chemistry. The game will include curriculum support materials. Pilot research in Phase I will seek to demonstrate that the software prototype functions as planned, teachers are able to integrate it within the classroom environment, and students are engaged with the prototype.
Purpose: An estimated 5 to 8% of elementary school students have some form of memory or cognitive deficit that inhibits learning basic math. Researchers have identified several areas where children with math learning difficulties struggle. These include a strong sense of number facts to quickly and accurately perform operations on single digit numbers, the use of strategies to solve problems which have not yet been memorized, a sense to figure out whether or not an answer is reasonable, and self-monitoring to assess one's own efficacy and understanding. To support students with math learning difficulties in grades 1 to 4, this project team will develop a series of apps for touch-screen tablets that encourage single digit operational fluency, conceptual understanding, strategy awareness, and self-understanding.
Project Activities: During Phase I project in 2012, the research team developed a prototype of the single digit addition game, following an iterative process incorporating feedback from teachers and students having difficulty with math. Nineteen students participated in a pilot study, and the researchers found that the prototype functioned well and that users were engaged by the game. In Phase II, the team will build and refine the back end system, design and develop the teacher website, and create content for games in subtraction, multiplication, and division. Researchers will carry out a pilot test of the usability and feasibility, fidelity of implementation, and promise of the game to improve learning. Students in first to fourth grade identified by teachers as having the greatest difficulty with math will participate in the pilot study. Half of the 120 students participating in the pilot study will be randomly selected to play the game as a supplement to classroom learning whereas the other half will not have access. Students in the control group will be provided the games at the end of the study. Analyses will compare pre- and post-test math scores.
Product: The web-based game, MathFacts, will include a series of apps for touch-screen tablet computers to support math learning for 1st to 4th grade students with major or sometimes intractable learning difficulties. In the game, students will learn content through mini-lessons, engage with problems in practice and speed rounds, and then receive formative feedback on their performance. Students will use and manipulate blocks, linker tubes, number lines, and interact with engaging pedagogical agents such as parrots and sloths. Students will set goals, advance to more challenging levels, and engage in competition. The game will be self-paced and will provide individualized formative assessment scaffolding when students do not know the answer to a question. A teacher management system will support professional development and will produce reports to guide instruction. The intended outcomes from gameplay will include increased fluency, conceptual understanding, strategy awareness, self-assessment, and motivation of basic math.
Purpose: There is concern about a decline in mathematics achievement scores among U.S. students during the middle school years. For example, while 4th grade U.S. students rank 8th overall on an international mathematics comparison, by 10th grade U.S. student's drop significantly to 25th in the same comparison. Some researchers posit that much of this decline relates to how math is taught in the U.S. and with how students become less engaged as learners in middle school. The purpose of this project is to develop a web-based game to engage 7h grade students in a narrative-based story which will apply learning of content and skills aligned to the Common Core State Standards (CCSS) in mathematics.
Project Activities: During Phase I in 2012, the team developed a functioning prototype and conducted usability and feasibility research with fourteen 7th grade students. Researchers found that the prototype functioned as intended and that students were highly engaged while playing the game. In Phase II, the team will develop a fully-functional user interface with animated characters, interactivity across student users, narrative scripts and accompanying art assets, 36 problem sets, and student and teacher dashboards and databases. After development is complete, a pilot study will examine the usability and feasibility, fidelity of implementation, and the promise of the game to improve math learning. The study will include 120 students in 6 classrooms in three schools, with one classroom per school randomly assigned to use the game and the other half assigned to a business-as-usual control. Analyses will compare student scores on pre and post mathematics measures.
Product: Empires is a web-based game that addresses 36 pre-algebra Common Core State Standards in mathematics for 7th and 8th grades. The game follows a storyline in a recreation of an ancient empire which is at the brink of agricultural revolution and of becoming a trade economy. As students play the game, they engage in math-focused activities to drive the action, such as taxing citizens to learn ratios and proportions, allocating resources to learn percentages, and measuring the distance and time between a neighboring empire by applying the principles of the Pythagorean Theorem. As a socially networked game, students will interact with other students in the class to complete trades that lead to encounters with different math problems. The game will include two helpful, funny, advisors who will scaffold learning through mathematical discourse, arguing over the next most important thing to do. The game design architecture will work on a wide range of computers, including desktops and iPads. A teacher's guide and companion website will provide guidance to classroom activities that complement the game.
The Space Science Institute is developing an astronomy educational social game for the Facebook platform. The game uses the "sporadic play" model popular with many Facebook games, in which players take only a few actions at a time, then return to explore the results. Here players will create their own stars and planetary systems that evolve over time at a rate of a million years a minute. Players set systems in motion, revisiting the game over days or weeks to make new choices and alter strategies. The game is in effect an end-to-end solar system simulation, following a star from birth to death. As a result it encompasses a wide variety of core concepts in astronomy, including galactic structure, stellar evolution and lifecycles, planetary formation and evolution, and habitability and "habitable zones." The accompanying research program will examine the effectiveness of this type of game in informal education, and the effects of the social network on meeting the education goals, including viral spread, cooperative play, and discussions about the game and its underlying content in associated online forums.
This full scale research and development collaborative project between Smith College and Springfield Technical Community College improves technical literacy for children in the area of engineering education through the Through My Window learning environment. The instructional design of the learning environment results from the application of innovative educational approaches based on research in the learning sciences—Egan's Imaginative Education (IE) and Knowledge Building (KB). The project provides idea-centered engineering curriculum that facilitates deep learning of engineering concepts through the use of developmentally appropriate narrative and interactive multimedia via interactive forums and blogs, young adult novels (audio and text with English and Spanish versions), eight extensive tie-in activities, an offline teachers’ curriculum guide, and social network connections and electronic portfolios. Targeting traditionally underrepresented groups in engineering—especially girls—the overarching goals of the project are improving attitudes toward engineering; providing a deeper understanding of what engineering is about; supporting the development of specific engineering skills; and increasing interest in engineering careers. The project will address the following research questions: What is the quality of the knowledge building discourse? Does it get better over time? Will students, given the opportunity, extend the discourse to new areas? What scaffolding does the learning environment need to support novice participants in this discourse? Does the use of narrative influence participation in knowledge building? Are certain types of narratives more effective in influencing participation in knowledge building? Evaluative feedback for usability, value effectiveness, and ease of implementation from informal educators and leaders from the Connecticut After School Network CTASN) will be included. The evaluation will include documentation on the impact of narrative and multimedia tools in the area of engineering education. Currently, there is very little research regarding children and young teen engagement in engineering education activities using narrative as a structure to facilitate learning engineering concepts and principles. The research and activities developed from this proposed project contributes to the field of Informal Science and Engineering Education. The results from this project could impact upper elementary and middle-school aged children and members from underrepresented communities and girls in a positive way.
Kinetic City After School is a project supported by a prior NSF award that has produced over 80 activities in areas typical of after school activities such as computer games/simulations, hands-on activities, active play, and art and writing. This pathways project, KC Empower, will redesign and test five activities of the 80 activities currently developed by Kinetic City using a new approach to increase the representation of children and youth with disabilities in informal science settings. The project will test how universal design principles can be integrated with new technologies, not available when most after school STEM content was created, to address the needs of students with disabilities. The technologies used in the redesign include advanced mobile platforms and applications; search engines that sift through audio, image and video files; gaming input devices that respond to body movements; and information restructuring that allows multiple representations of content. The project will test how universal design guidelines will work with new technologies, in the short-term providing hands-on activities more accessible to students with disabilities, while increasing access for all students. The project is expected to lead to a full scale development project that will update all modules in Kinetic City After School. The target audience is 3rd - 5th grade students. The hypothesis of the project is that designing for disability can strengthen activities designed to increase science knowledge. Rather than making accommodations for persons with disabilities, it is the environment and design that are disabled, and it is better educational practice to rethink the activity from the point of view of all learners, including those with disabilities. Thus the use of universal design will address how best to present material for all users while influenced by the challenges presented by disabled users. The project includes the Coalition for Science After School, the Center for Applied Special Technology and the Afterschool Alliance.
The University of Southern California (USC) will build on prior work to test a robust model for assessing player content engagement and social interactions within an augmented reality game (ARG). In partnership with No Mimes Media, USC will use machine learning algorithms to make automated player inferences to customize game play. The content focus of the game will span a range of STEM disciplines, with a special emphasis on earth science content and scientific investigation & experimentation reasoning. High school youth from underserved communities in Los Angeles will be recruited to participate in the endeavor. This pathways project will use various "rabbit hole" techniques to attract freshmen and sophomore students from partner charter schools to the online game. The rabbit hole strategies may include cryptic posters, inquisitive signs, & SQR codes strategically placed in plain and open view of the target group. The game will be fully accessible to the target group online. During the ARG experience, youth players will encounter STEM concepts and scientific problems. Antagonistic characters will promulgate scientific misconceptions and nonscientific reasoning and challenge players to employ their scientific knowledge and skills to level-up, gain badges, and move through the game. As game play persists, machine learning algorithms will gather data on the players learning competencies and social interactions within the game. These data will be aggregated and analyzed to assess learning and interactions within the ARG environment. Additional analyses will be conducted by the mixed methods approach the external evaluation group, CRESST, will employ for the project formative and summative evaluations. Approximately 300 youth, within the target grade levels, are expected to participate in the gaming experience. However, given that access to the game and assessment tools will expand beyond the target group, the potential reach of the project could be much greater. Further, the stated aim of the project is not only to produce a scalable model for broad implementation but it also endeavors to provide puppetmasters with research and assessment tools to create more individualized experiences and improved learning outcomes for players within ARG environments.
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TEAM MEMBERS:
Yu-Han ChangJihie KimRajiv Maheswaran
The University of California, Davis Tahoe Environmental Research Center (TERC), UC Davis W.M. Keck Center for Active Visualization in the Earth Sciences (KeckCAVES), ECHO Lake Aquarium and Science Center (ECHO), UC Berkeley Lawrence Hall of Science (LHS), and the Institute for Learning Innovation (ILI) will study how 3-D visualizations can most effectively be used to improve general public understanding of freshwater lake ecosystems and Earth science processes through the use of immersive three-dimensional (3-D) visualizations of lake and watershed processes, supplemented by tabletop science activity stations. Two iconic lakes will be the focus of this study: Lake Tahoe in California and Nevada, and Lake Champlain in Vermont and New York, with products readily transferable to other freshwater systems and education venues. The PI will aggregate and share knowledge about how to effectively utilize 3-D technologies and scientific data to support learning from immersive 3-D visualizations, and how other hands-on materials can be combined to most effectively support visitor learning about physical, biological and geochemical processes and systems. The project will be structured to iteratively test, design, and implement 3-D visualizations in both concurrent and staggered development. The public will be engaged in the science behind water quality and ecosystem health; lake formation; lake foodwebs; weather and climate; and the role and impact of people on the ecosystem. A suite of publicly available learning resources will be designed and developed on freshwater ecosystems, including immersive 3-D visualizations; portable science stations with multimedia; a facilitator's guide for docent training; and a Developer's Manual to allow future informal science education venues. Project partners are organized into five teams: 1) Content Preparation and Review: prepare and author content including writing of storyboards, narratives, and activities; 2) 3-D Scientific Visualizations: create visualization products using spatial data; 3) Science Station: plan, design, and produce hands-on materials; 4) Website and Multimedia: produce a dissemination strategy for professional and public audiences; 4) Evaluation: conduct front-end, formative, and summative evaluation of both the 3-D visualizations and science activity stations. The summative evaluation will utilize a mixed methods approach, using both qualitative and quantitative methods, and will include focus groups, semi-structured interviews, web surveys, and in-depth interviews. Leveraging 3-D tools, high-quality visual displays, hands-on activities, and multimedia resources, university-based scientists will work collaboratively with informal science education professionals to extend the project's reach and impact to an audience of 400,000 visitors, including families, youth, school field trip groups, and tourists. The project will implement, evaluate, and disseminate knowledge of how 3-D visualizations and technologies can be designed and configured to effectively support visitor engagement and learning about physical, biological and geochemical processes and systems, and will evaluate how these technologies can be transferred more broadly to other informal science venues and schools for future career and workforce development in these critical STEM areas.
Researchers at the American Association of Variable Star Observers, the Living Laboratory at the Boston Museum of Science, and the Adler Planetarium are studying stereoscopic (three-dimensional or 3D) visualizations so that this emerging viewing technology has an empirical basis upon which educators can build more effective informal learning experiences that promote learning and interest in science by the public. The project's research questions are: How do viewers perceive 3D visualizations compared to 2D visualizations? What do viewers learn about highly spatial scientific concepts embedded in 3D compared to 2D visualizations? How are viewers\' perceptions and learning associated with individual characteristics such as age, gender, and spatial cognition ability? Project personnel are conducting randomized, experimental mixed-methods research studies on 400 children and 1,000 adults in museum settings to compare their cognitive processing and learning after viewing two-dimensional and three-dimensional static and dynamic images of astronomical objects such as colliding galaxies. An independent evaluator is (1) collecting data on museum workers' and visitors' perceived value of 3D viewing technology within museums and planetariums and (2) establishing a preliminary collection of best practices for using 3D viewing technology based on input from museum staff and visitors, and technology creators. Spatial thinking is important for learning many domains of science. The findings produced by the Two Eyes, 3D project will researchers' understanding about the advantages and disadvantages of using stereoscopic technology to promote learning of highly spatial science concepts. The findings will help educators teach science in stereoscopic ways that mitigate problems associated with using traditional 2D materials for teaching spatial concepts and processes in a variety of educational settings and science content areas, including astronomy.
Investigators from the MIT Media Lab will develop and study a new generation of the Scratch programming platform, designed to help young people learn to think creatively, reason systematically, and work collaboratively -- essential skills for success in the 21st century. With Scratch, young people (ages 8 and up) can program their own interactive stories, games, animations, and simulations, then share their creations with others online. Young people around the world have already shared more than 1 million projects on the Scratch community website (http://scratch.mit.edu). The new generation, called Scratch 2.0, will be fully integrated into the Internet, so that young people can more seamlessly share and collaborate on projects, access online data, and program interactions with social media. The research is divided into two strands: (1) Technological infrastructure for creative collaboration. With Scratch 2.0, people will be able to design and program new types of web-based interactions and services. For example, they will be able to program interactions with social-media websites (such as Facebook), create visualizations with online data, and program their own collaborative applications. (2) Design experiments for creative collaboration. As the team develops Scratch 2.0, they will run online experiments to study how their design decisions influence the ways in which people collaborate on creative projects, as well as their attitudes towards collaboration. This work builds on a previous NSF grant (ITR-0325828) that supported the development of Scratch. Since its public launch in 2007, Scratch has become a vibrant online community, in which young people program and share interactive stories, games, animations, and simulations - and, in the process, learn important computational concepts and strategies for designing, problem solving, and collaborating. Each day, members of the Scratch community upload nearly 1500 new Scratch projects to the website - on average, a new project almost every minute. In developing Scratch 2.0, the team will focus on two questions from the NSF Program Solicitation: (1) Will the research lead to the development of new technologies to support human creativity? (2) Will the research lead to innovative educational approaches in computer science, science, or engineering that reward creativity? Intellectual Merit: The intellectual merit of the project is based on its study of how new technologies can foster creativity and collaboration. The investigators will conduct design experiments to examine how new features of Scratch 2.0 engage young people in new forms of creative expression, collaboration, learning, and metadesign. Young people are already interacting with many cloud-based services (such as YouTube and Facebook). But Scratch 2.0 is fundamentally different in that it aims to engage people in programming their own projects and activities in the cloud. With Scratch 2.0, young people won?t just interact with the cloud, they will create in the cloud. The goal is to democratize the development of cloud-based activities, so that everyone can become an active contributor to the cloud, not just a consumer of cloud-based services. This development and study of Scratch 2.0 will lead to new insights into strategies for engaging young people in activities that cultivate collaboration and creativity. Broader Impacts: The broader impact of the project is based on its ability to broaden participation in programming and computer science. The current version of Scratch has already helped attract a broader diversity of students to computer science compared to other programming platforms. The investigators expect that the collaboration and social-media features of Scratch 2.0 will resonate with the interests of today's youth and further broaden participation. Integration of Scratch into the introductory computer science course at Harvard led to a sharp reduction in the number of students dropping the course, and an increase in the retention of female students. There have been similar results in pre-college courses. The National Center for Women & Information Technology (NCWIT) calls Scratch a ?promising practice? for increasing gender diversity in IT.
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TEAM MEMBERS:
Mitchel ResnickNatalie RuskJohn Maloney