Two critical challenges in science education are how to engage students in the practices of science and how to develop and sustain interest. The goal of this study was to examine the extent to which high school youth, the majority of whom are members of racial and ethnic groups historically underrepresented in STEM, learn the skills and practices of science and in turn develop interest in conducting scientific research as part of their career pursuits. To accomplish this goal, we applied Hidi and Renninger’s well-tested theoretical framework for studying interest development in the context of
A team of experts from five institutions (University of Minnesota, Adler Planetarium, University of Wyoming, Colorado State University, and UC San Diego) links field-based and online analysis capabilities to support citizen science, focusing on three research areas (cell biology, ecology, and astronomy). The project builds on Zooniverse and CitSci.org, leverages the NSF Science Gateways Community Institute, and enhances the quality of citizen science and the experience of its participants.
This project creates an integrated Citizen Science Cyberinfrastructure (CSCI) framework that expands the capacity of research communities across several disciplines to use citizen science as a suitable and sustainable research methodology. CSCI produces three improvements to the infrastructure for citizen science already provided by Zooniverse and CitSci.org:
Combining Modes - connecting the process of data collection and analysis;
Smart Assignment - improving the assignment of tasks during analysis; and
New Data Models - exploring the Data-as-Subject model. By treating time series data as data, this model removes the need to create images for classification and facilitates more complex workflows. These improvements are motivated and investigated through three distinct scientific cases:
Biomedicine (3D Morphology of Cell Nucleus). Currently, Zooniverse 'Etch-a-Cell' volunteers provide annotations of cellular components in images from high-resolution microscopy, where a single cell provides a stack containing thousands of sliced images. The Smart Task Assignment capability incorporates this information, so volunteers are not shown each image in a stack where machines or other volunteers have already evaluated some subset of data.
Ecology (Identifying Individual Animals). When monitoring wide-ranging wildlife populations, identification of individual animals is needed for robust estimates of population sizes and trends. This use case combines field collection and data analysis with deep learning to improve results.
Astronomy (Characterizing Lightcurves). Astronomical time series data reveal a variety of behaviors, such as stellar flares or planetary transits. The existing Zooniverse data model requires classification of individual images before aggregation of results and transformation back to refer to the original data. By using the Data-as-Subject model and the Smart Task Assignment capability, volunteers will be able to scan through the entire time series in a machine-aided manner to determine specific light curve characteristics.
The team explores the use of recurrent neural networks (RNNs) to determine automated learning architectures best suited to the projects. Of particular interest is how the degree to which neighboring subjects are coupled affects performance. The integration of existing tools, which is based on application programming interfaces (APIs), also facilitates further tool integration. The effort creates a citizen science framework that directly advances knowledge for three science use cases in biomedicine, ecology, and astronomy, and combines field-collected data with data analysis. This has the ability to solve key problems in the individual applications, as well as benefiting the research of the dozens of projects on the Zooniverse platform. It provides benefits to researchers using citizen scientists, and to the nearly 1.6 million citizen scientists themselves.
This award by the Office of Advanced Cyberinfrastructure is jointly supported by the Division of Research on Learning in Formal and Informal Settings, within the NSF Directorate for Education and Human Resources.
This project is funded by the National Science Foundation's (NSF's) Advancing Informal STEM Learning (AISL) program, which supports innovative research, approaches, and resources for use in a variety of learning settings.
This poster was presented at the 2016 Advancing Informal STEM Learning (AISL) PI Meeting held in Bethesda, MD on February 29-March 2. The third season of the national PBS series, SciGirls, is the first national children’s television series and website designed to engage and educate millions of children about citizen science. In each half-hour episode, a female mentor guides a group of ethnically diverse middle school girls as they learn about citizen science protocols and collect and share data for an established citizen science project. In addition to the videos, the SciGirls website presents
Earth & Sky is a two-minute public radio science series about environmental sciences, earth sciences, and astronomy. As broadcast of the series expanded across the U.S., Multimedia Research implemented summative evaluations of listeners in three different radio markets. The evaluations focus on whether listening to the series influences adults' knowledge of, interest in, and attitudes toward science and whether the series affects listeners' science-related activities.
This project will be conducted by a team of investigators from North Carolina State University. The principal investigator proposes to examine the characteristics, motivations, in and out-of-school experiences, informal science activities, and career trajectories of 1000 science hobbyists and "master hobbyists." Master hobbyists are individuals who have developed science expertise and spend considerable free time engaging in science as a leisure activity. Master science hobbyists are found across most areas of science (e.g. birdwatchers, amateur astronomers). This research will determine who these individuals are, their career pathways, how they engage in science activities and what motivates, sustains, and defines their science interests. One of the particular goals of this research is to develop new understandings of how science hobby interests develop for women and underserved minorities. In the proposed research investigators will use the results of interviews and surveys to identify contextual factors that influence the motivational processes that, in turn, influenced choices of careers and contribute to ongoing choices in hobby and citizen science activities. Of interest in this study is how citizen scientists who are also serious hobbyists differ from master science hobbyists. Research on citizen scientists has shown that this group is highly motivated by collective motives (such as a desire to help others and further science), whereas this may not be the case with the master science hobbyist. Two groups will be sampled: a) birdwatchers and b) amateur astronomers. This sampling model will allow investigators to contrast their findings by: 1) those who have selected a science career versus those that did not select a science career, 2) those who participate in citizen science activities and those that do not, and 3) those who are birdwatchers (greater mathematical components) and those who are amateur astronomers (lesser mathematical components). Additional coding and analyses will examine any differences in the evolution of bird watching and astronomy hobbies. The results of this research will be examined in light of existing motivational and sociocultural models of career selection. This research will document differences in the perceived motivational elements that influenced master science hobbyists/citizen scientists to choose a science career or not. The results can inform federal, state, and local policies for supporting youth and adults engaged in free choice learning. Results of this research will inform the design of intervention/recruitment programs and ISE outreach initiatives. Potential audiences include ISE institutions (e.g. museums and science centers), organizations with links to STEM (e.g. scouts, boys/girls clubs) and pre- and college initiatives that seek to influence career choices and life-long science interests. The proposed cross-disciplinary approach will promote new understandings of complex issues related to motivation, retention, career selection, leisure activities, engagement with formal and informal educational environments, gender and ethnicity, communities of practice and changes in interests over time. Members of the advisory board have expertise in assessment and measurement and will work closely with the project team to conduct a detailed examination of methodologies and analyses at all phases of the project.
The National Science Festival Network project, also operating as the Science Festival Alliance, is designed to create a sustainable national network of science festivals that engages all facets of the general public in science learning. Science Festivals, clearly distinct from "science fairs", are community-wide activities engaging professional scientists and informal and K-12 educators targeting underrepresented segments of local communities historically underserved by formal or informal STEM educational activities. The initiative builds on previous work in other parts of the world (e.g. Europe, Australasia) and on recent efforts in the U.S. to create science festivals. The target audiences are families, children and youth ages 5-18, adults, professional scientists and educators in K-12 and informal science institutions, and underserved and underrepresented communities. Project partners include the MIT Museum in Cambridge, UC San Diego, UC San Francisco, and the Franklin Institute in Philadelphia. The deliverables include annual science festivals in these four cities supported by year-round related activities for K-12 and informal audiences, a partnership network, a web portal, and two national conferences. Ten science festivals will be convened in total over the 3 years of the project, each reaching 15,000 to 60,000 participants per year. STEM content includes earth and space science, oceanography, biological/biomedical science, bioinformatics, and computer, behavioral, aeronautical, nanotechnology, environmental, and nuclear science. An independent evaluator will systematically assess audience participation and perceptions, level/types of science interest stimulated in target groups, growth of partnering support at individual sites, and increasing interactions between ISE and formal K-12 education. A variety of qualitative and quantitative assessments will be designed and utilized. The project has the potential to transform public communication and understanding of science and increase the numbers of youth interested in pursuing science.
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TEAM MEMBERS:
Loren ThompsonJeremy BabendureBen Wiehe
This poster was presented at the 2014 AISL PI Meeting in Washington DC. It describes the CLUES project that provides STEM education opportunities to families.
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TEAM MEMBERS:
New Jersey Academy for Aquatic SciencesBarbara Kelly
This poster was presented at the 2014 AISL PI Meeting in Washington, DC. STAR Library Education Network (STAR_Net) is a national program led by the Space Science Institute’s National Center for Interactive Learning (NCIL). STAR stands for Science-Technology Activities and Resources (www.starnetlibraries.org). Core partners include the American Library Association, Lunar and Planetary Institute, and the National Girls Collaborative Project. Other partners include the National Academy of Engineering, Engineers Without Borders-USA, IEEE-USA, the National Renewable Energy Lab, American Geophysical
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TEAM MEMBERS:
SPACE SCIENCE INSTITUTE/National Center for Interactive LearningPaul Dusenbery
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.
The MyDome project will bring 3D virtual worlds for group interaction into planetaria and portable domes. Advances in computing have evolved the planetarium dome experience from a star field and pointer presentation to a high-resolution movie covering the entire hemispherical screen. The project will further transform the dome theater experience into an interactive immersive adventure. MyDome will develop scenarios in which the audience can explore along three lines of inquiry: (1) the past with archeological reconstructions, (2) the present in a living forest, and (3) the future in a space station or colony on Mars. These scenarios will push the limits of technology in rendering believable environments of differing complexity and will also provide research data on human-centered computing as it applies to inquiry and group interactions while exploring virtual environments. The project proposes to engage a large portion of the population, with a special emphasis on the underserved and under-engaged but very tech-savvy teenage learner. Research questions addressed are: 1. What are the most engaging and educational environments to explore in full-dome? 2. What on-screen tools and presentation techniques will facilitate interactions? 3. What are the limitations for this experience using a single computer, single projector mirror projection system as found in the portable Discovery Dome? 4. Which audiences are best served by exploration of virtual hemispherical environments? 5. How large can the audience be and still be effective for the individual learner? What techniques can be used to provide more people with a level of control of the experience and does the group interaction enhance or diminish the engagement of different individuals? 6. What kind of engagement can be developed in producing scientific and climate awareness? Does experiencing past civilizations lead to more interest in other cultures? Does supported learning in the virtual forest lead to greater connection to and understanding of the real forest? Does the virtual model space experience excite students and citizens about space exploration or increase the understanding of the Earth's biosphere? The broader impacts of the project are (1) benefits to society from increasing public awareness and understanding of human relationships with the environment in past civilizations, today?s forests and climate change, and potential future civilizations in space and on Mars; (2) increasing the appeal of informal science museums to the tech-savvy teenage audience, and (3) significant gains in awareness of young people in school courses and careers in science and engineering. The partners represent a geographically diverse audience and underserved populations that include rural (University of New Hampshire), minority students (Houston Museum of Natural Science) and economically-distressed neighborhoods (Carnegie Museum of Natural History). Robust evaluation will inform each program as it is produced and refined, and will provide the needed data on the potential for learning in the interactive dome environment and on the optimal audience size for each different type of inquiry.
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TEAM MEMBERS:
Annette SchlossKerry HandronCarolyn Sumners
The following comprise the CONCLUSIONS of SRA's evaluation: POLAR-PALOOZA toured the United States at a time when the topic of climate change and global warming appeared relatively low on a list of Americans' concerns (Pew Research Center for the People and the Press, 2006), with the economy, war, and health care taking precedence. Nevertheless, POLAR-PALOOZA was a powerful format for engaging the public and teachers with science, while also being a rewarding and worthwhile experience for the traveling scientists. PPZA was an ambitious and complex undertaking designed to bring what is
This report presents the findings of a summative evaluation of The Search for Life conducted by Randi Korn & Associates, Inc. (RK&A), for The New York Hall of Science (NY Hall) in Queens, New York. The Search for Life was developed by NY Hall staff and funded by the National Science Foundation, NASA and NASA Astrobiology Institute, New York City Department of Cultural Affairs with funds from the Office of the Mayor, Institute for Library Services, Anonymous and Wyeth. Data collection took place in October 2005.
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Randi Korn & Associates, Inc.New York Hall of Science