This paper contributes a theoretical framework informed by historical, philosophical and ethnographic studies of science practice to argue that data should be considered to be actively produced, rather than passively collected. We further argue that traditional school science laboratory investigations misconstrue the nature of data and overly constrain student agency in their production. We use our “Data Production” framework to analyze activity of and interviews with high school students who created data using sensors and software in a ninth-grade integrated science class. To understand the
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative research, approaches and resources for use in a variety of settings. In this exploratory Change Makers project, the Concord Consortium will develop, test, and evaluate a citizen science program that leverages innovative technology, such that youth engage directly with energy issues through scientific inquiry. The project will create the Infrared Street View, a citizen science program that aims to produce a thermal version of Google's Street View using an affordable infrared camera attached to a smartphone. The infrared camera serves as a high-throughput data acquisition instrument that collects thousands of temperature data points each time a picture is taken. Youth will collect massive geotagged thermal data that have considerable scientific and educational value for visualizing energy usage and improving energy efficiency at all levels. The Infrared Street View program will provide a Web-based platform for youth and anyone interested in energy efficiency to view and analyze the aggregated data to identify possible energy losses. By sharing their scientific findings with stakeholders, youth will make changes to the way energy is being used. The project will start with school, public, and commercial buildings in selected areas where performing thermal scan of the buildings and publishing their thermal images for educational and research purposes are permitted by school leaders, town officials, and property owners. In collaboration with high schools and out-of-school programs in Massachusetts, this project will conduct pilot-tests with approximately 200 students.
To contribute to advancing learning, the study will probe three research questions: 1) Under what circumstances can technology bridge out-of-school and classroom science learning and improve learning on both sides? 2) To what extent can unobtrusive assessment based on data mining support research and evaluation of student learning in out-of-school settings? and 3) To what extent can instructional intelligence built into the app used in the program help students learn in out-of-school programs and improve the quality of data they contribute to the citizen science project? Data sources for investigating these questions include students' interaction data with the app logged behind the scenes and the images they have taken, as well as results based on traditional assessments from a small number of participants. Throughout the project, staff will widely disseminate project products and findings through the Internet, science fairs, conferences, publications, and partner networks. An eight-member Advisory Board consisting of cleantech experts, science educators, and educational researchers will oversee and evaluate this project.
Increasingly, the prosperity, innovation and security of individuals and communities depend on a big data literate society. Yet conspicuously absent from the big data revolution is the field of teaching and learning. The revolution in big data must match a complementary revolution in a new kind of literacy, through a significant infusion of STEM education with the kinds of skills that the revolution in 21st century data-driven science demands. This project represents a concerted effort to determine what it means to be a big data literate citizen, information worker, researcher, or policymaker; to identify the quality of learning resources and programs to improve big data literacy; and to chart a path forward that will bridge big data practice with big data learning, education and career readiness.
Through a process of inquiry research and capacity-building, New York Hall of Science will bring together experts from member institutions of the Northeast Big Data Innovation Hub to galvanize big data communities of practice around education, identify and articulate the nature and quality of extant big data education resources and draft a set of big data literacy principles. The results of this planning process will be a planning document for a Big Data Literacy Spoke that will form an initiative to develop frameworks, strategies and scope and sequence to advance lifelong big data literacy for grades P-20 and across learning settings; and devise, implement, and evaluate programs, curricula and interventions to improve big data literacy for all. The planning document will articulate the findings of the inquiry research and evaluation to provide a practical tool to inform and cultivate other initiatives in data literacy both within the Northeast Big Data Innovation Hub and beyond.
The Environmental Scientist-in-Residence Program will leverage NOAA s scientific assets and personnel by combining them with the creativity and educational knowledge of the pioneer hands-on science center. To do this, the program will embed NOAA scientists in a public education laboratory at the Exploratorium. Working closely with youth Explainers, exhibit developers, and Web and interactive media producers at the Exploratorium, NOAA scientists will share instruments, data, and their professional expertise with a variety of public audiences inside the museum and on the Web. At the same time the scientists will gain valuable skills in informal science communication and education. Through cutting-edge iPad displays, screen-based visualizations, data-enriched maps and sensor displays, and innovative interactions with visitors on the museum floor, this learning laboratory will enable NOAA scientists and Exploratorium staff to investigate new hands-on techniques for engaging the public in NOAA s environmental research and monitoring efforts.
Rockman et al (REA), a San Francisco-based research and evaluation firm, conducted the external evaluation for Youth Radio's DO IT! program, which was funded by the National Science Foundation. Building upon Youth Radio's previous Science and Technology Program, the DO IT! initiative consisted of three primary components that promoted STEM (science, technology, engineering, and mathematics) learning by training underserved youth in cutting-edge digital technologies: (1) Brains and Beakers: Young people hosted a line-up of investigators and inventors for demo-dialogues at Youth Radio's studios
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TEAM MEMBERS:
Rockman et al | Youth RadioKristin BassJulia Hazer
The National Federation of the Blind (NFB), with six science centers across the U.S., will develop, implement, and evaluate the National Center for Blind Youth in Science (NCBYS), a three-year full-scale development project to increase informal learning opportunities for blind youth in STEM. Through partnerships and companion research, the NCBYS will lead to greater capacity to engage the blind in informal STEM learning. The NCBYS confronts a critical area of need in STEM education, and a priority for the AISL program: the underrepresentation of people with disabilities in STEM. Educators are often unaware of methods to deliver STEM concepts to blind students, and students do not have the experience with which to advocate for accommodations. Many parents of blind students are ill-equipped to provide support or request accessible STEM adaptations. The NCBYS will expose blind youth to non-visual methods that facilitate their involvement in STEM; introduce science centers to additional non-visual methods that facilitate the involvement of the blind in their exhibits; educate parents as to their students' ability to be independent both inside and outside the STEM classroom; provide preservice teachers of blind students with hands-on experience with blind students in STEM; and conduct research to inform a field that is lacking in published material. The NCBYS will a) conduct six regional, two-day science programs for a total of 180 blind youth, one day taking place at a local science center; b) conduct concurrent onsite parent training sessions; c) incorporate preservice teachers of blind students in hands-on activities; and d) perform separate, week-long, advanced-study residential programs for 60 blind high school juniors and seniors focused on the design process and preparation for post-secondary STEM education. The NCBYS will advance knowledge and understanding in informal settings, particularly as they pertain to the underrepresented disability demographic; but it is also expected that benefits realized from the program will translate to formal arenas. The proposed team represents the varied fields that the project seeks to inform, and holds expertise in blindness education, STEM education, museum education, parent outreach, teacher training, disability research, and project management. The initiative is a unique opportunity for science centers and the disability population to collaborate for mutual benefit, with lasting implications in informal STEM delivery, parent engagement, and teacher training. It is also an innovative approach to inspiring problem-solving skills in blind high school students through the design process. A panel of experts in various STEM fields will inform content development. NCBYS advances the discovery and understanding of STEM learning for blind students by integrating significant research alongside interactive programs. The audience includes students and those responsible for delivering STEM content and educational services to blind students. For students, the program will demonstrate their ability to interface with science center activities. Students will also gain mentoring experience through activities paired with younger blind students. Parents and teachers of blind students, as well as science center personnel, will gain understanding in the experiences of the blind in STEM, and steps to facilitate their complete involvement. Older students will pursue design inquiries into STEM at a more advanced level, processes that would be explored in post-secondary pursuits. By engaging these groups, the NCBYS will build infrastructure in the informal and formal arenas. Society benefits from the inclusion of new scientific minds, resulting in a diverse workforce. The possibility for advanced study and eventual employment for blind students also reduces the possibility that they would be dependent upon society for daily care in the future. The results of the proposed project will be disseminated and published broadly through Web sites; e-mail lists; social media; student-developed e-portfolios of the design program; an audio-described video; and presentations at workshops for STEM educators, teachers of blind students, blind consumer groups, researchers in disability education, and museum personnel.
Roto, an exhibition design and production firm, contracted Randi Korn & Associates, Inc. (RK&A) to conduct a front-end evaluation of Speed, an exhibition being developed for The Science Museum of Virginia (SMV) in Richmond, Virginia. RK&A explored visitors’ thoughts, perceptions, and understandings of exhibition concepts related to speed, defined as change over time. How did we approach this study? RK&A worked closely with Roto to identify the goals and objectives for the Speed exhibition. Findings from the front-end evaluation were designed to help Roto and SMV find common ground between
Project LIFTOFF works with local, regional, and national partners to engineer statewide systems for Informal Science Education that inspire: YOUTH to pursue STEM education and careers through increased opportunities for quality, hands-on STEM learning. AFTERSCHOOL STAFF to facilitate STEM learning experiences that contribute to the overall STEM education and aspirations of youth in their programs. PROGRAM ADMINISTRATORS to encourage and support staff in the integration of STEM enrichment into the daily programming. STATE LEADERS to sustain and expand afterschool learning opportunities so that all students have access to engaging STEM experiences outside of the regular school day. Project LIFTOFF is dedicated to the development of the following essential elements of statewide systems for informal science education:
Access to appropriate STEM Curriculum for youth of all ages, abilities, and socio-cultural backgrounds that meets the needs and interests of individual community programs
Systematic STEM Professional Development that matches individual skills in positive youth development with abilities to facilitate discovery and science learning
A diverse Cadres of Trainers who will deliver the professional development, technical assistance and curriculum dissemination in their local communities
Authentic Evaluation of informal science efforts that determine the impacts on youth aspirations and the capacity of youth programs to provide quality STEM experiences
Local STEM education leadership to identify the ways in which collaborative education efforts can advance the development of 21st Century Skills and the preparedness for STEM workforce and higher education
Partnerships in support of youth development and informal science education that convene local, regional, and statewide organizations and stakeholders
To advance national initiatives and states' sySTEM engineering efforts, LIFTOFF coordinates an annual convening, the Midwest Afterschool Science Academy, that brings together national informal science experts, system leaders and youth development professionals to elevate the levels of science after school. The 5th MASA will be in the spring of 2014 in Kansas City, MO
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Missouri AfterSchool NetworkJeff Buehler
The authors provide an analysis of pairs of children interacting with a multi-touch tabletop exhibit designed to help museum visitors learn about evolution and the tree of life. The exhibit’s aim is to inspire visitors with a sense of wonder at life’s diversity while providing insight into key evolutionary concepts such as common descent. The authors find that children negotiate their interaction with the exhibit in a variety of ways including reactive, articulated, and contemplated exploration. These strategies in turn influence the ways in which children make meaning through their
Arizona State University (ASU) in collaboration with Arizona Science Center, Boeing, Intel, Microchip, Motorola, Salt River Project, AZ Foundation for Resource Education, AZ Game & Fish Department, US Partnership for the Decade of Education for Sustainable Development, Mesa Public Schools, and Boys & Girls Clubs of the East Valley, offer a three-year extracurricular project resulting in IT/STEM-related learning outcomes for 96 participants in grades 7, 8, and 9. The project targets and engages female and minority youth traditionally under-represented in IT/STEM fields in multi-year out-of-school technological design and problem solving experiences. These include summer internships/externships and university research in the science center and industrial settings where participants develop socially responsible solutions for challenging real world problems. The program includes cognitive apprenticeships with diverse mentors, opportunities to practice workplace skills such as leadership, teamwork, time management, creativity and reporting, and use of technological tools to gather and analyze complex data sets. Participants simulate desert tortoise behaviors, research and develop designs to mitigate the urban heat island, build small-scale renewable energy resources, design autonomous rovers capable of navigating Mars-like terrain, and develop a model habitat for humans to live on Mars. Together with their families participants gain first-hand knowledge of IT/STEM career and educational pathways. In addition to youth outcomes, the adults associated with this project are better prepared to positively influence IT/STEM learning experiences for under-represented youth. The evaluation measures participant content knowledge, attitudes and interest in IT/STEM subjects, workplace skills and intentions to pursue IT/STEM educational and career pathways to understand participant reactions, learning, transfer and results. Informal curricula developed through this project, field-tested with youth at Boys & Girls Clubs and youth at Arizona Science Center will be available on the project website.
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TEAM MEMBERS:
Tirupalavanam GaneshMonica ElserStephen KrauseDale BakerSharon Robinson-Kurplus
The WGBH Educational Foundation together with the Association of Computing Machinery (ACM) and dozens of partners, proposes a major new initiative to reshape the image of computing among college-bound high school students, with a special focus on Latina girls and African-American boys. Image is seen as an important factor in the lack of interest in computing majors among high school and college students, who often see computer scientists as geeks and nerds with boring jobs and equally boring lives. Latina girls and African-American boys--among the most underrepresented groups in computing--represent particularly important and challenging audiences. The New Image for Computing project will research and design a "communications make-over"--a new set of messages that will accurately and positively portray the field and will be widely tested for their emotional appeal to and intellectual connection with the targeted audiences. Experienced marketing professionals will help create the messaging campaign using proven marketing and communications strategies. WGBH, a leading producer of programming for public television and non-broadcast educational media, is uniquely positioned to lead this initiative, as they have a current, similar project called Engineer Your Life that aims to encourage academically prepared high school girls to consider engineering as an attractive option for both post-secondary education and as a career choice.
The "Salmon Research Team: A Native American Technology, Research and Science Career Exposure Program" is a three-year, youth-based ITEST project submitted by the Oregon Museum of Science and Industry. The project seeks to provide advanced information technology and natural science career exposure and training to 180 middle level and high school students. Mostly first-generation college-bound students, the target audience represents the Native American community and those with Native American affiliations in reservation, rural and urban areas. Students will investigate computer modeling of complex ecological, hydrological and geological problems associated with salmon recovery efforts. Field experiences will be provided in three states: Oregon, Washington and northern California. The participation of elders and tribal researchers will serve as a bridge between advanced scientific technology and traditional ecological knowledge to explore sustainable land management strategies. Students will work closely with Native American and other scientists and resource managers throughout the Northwest who use advanced technologies in salmon recovery efforts. Student participation in IT-dependent science enrichment and research activities involving natural science fields of investigation will occur year round. Middle school students are expected to receive at least 330 contact hours including a one-week summer research experience, a one-week spring break program, and seven weekends of residential programs during the school year. The high school component consists of 460 contact hours reflecting one additional week for the summer research experience. In addition to watershed and salmon recovery related research, students will be involved in other ancillary research projects. A vast array of partners are positioned to support the field research experience including, for example, the U.S. Department of the Interior, Redwood National State Park, College of Natural Resources and Sciences at Humboldt State University, Confederated Tribes of the Warm Springs, University of Oregon Institute of Marine Biology, University of Washington Columbia Basin Research project, the Northwest Center for Sustainable Resources at Chemeketa Community College and the Integrated Natural Resource Technology program at Mt. Hood Community College. The project is intended to serve as a model for IT-based youth science programs that address national and state education standards and are relevant to the cultural experience of Native American students. Two mentors will provide continued support to students: an academic mentor at the student's schools and a professional mentor from a local university or natural resource agency. Incentives will be provided for student participation including stipends and internships. Career exposure and work-related skills are integrated throughout the project activities and every program component. Creative strategies are used to encourage family involvement including, for example, salmon bakes and museum discounts.
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TEAM MEMBERS:
Travis Southworth-NeumeyerDaniel Calvert