This project seeks to apply explainable artificial intelligence to the challenge of personalizing training for adult citizen scientists. The approach will be developed in the context of the Native Bee Watch (NBW) biodiversity monitoring project that began in 2016 at Colorado State University.
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TEAM MEMBERS:
Sarath SreedharanNikhil KrishnaswamyJill ZarestkyNathaniel Blanchard
Informal STEM learning experiences (ISLEs), such as participating in science, computing, and engineering clubs and camps, have been associated with the development of youth’s science, technology, engineering, and mathematics interests and career aspirations. However, research on ISLEs predominantly focuses on institutional settings such as museums and science centers, which are often discursively inaccessible to youth who identify with minoritized demographic groups. Using latent class analysis, we identify five general profiles (i.e., classes) of childhood participation in ISLEs from data
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TEAM MEMBERS:
Remy DouHeidi CianZahra HazariPhilip SadlerGerhard Sonnert
Lack of diversity in science and engineering education has contributed to significant inequality in a workforce that is responsible for addressing today's grand challenges. Broadening participation in these fields will promote the progress of science and advance national health, prosperity and welfare, as well as secure the national defense; however, students from underrepresented groups, including women, report different experiences than the majority of students, even within the same fields. These distinctions are not caused by the students' ability, but rather by insufficient aspiration, confidence, mentorship, instructional methods, and connection and relevance to their cultural identity. The long-term vision of this project is to amplify the impact of a successful broadening participation model at the University of Maine, the Stormwater Research Management Team (SMART). This program trains students and mentors in using science and engineering skills and technology to research water quality in their local watershed. Students engage in numerous science and technology fields: engineering design, data acquisition, analysis and visualization, chemistry, environmental science, biology, and information technology. Students also connect with a diversity of professionals in water and engineering in government, private firms and non-profits. SMART has augmented the traditional science and engineering classroom by engaging students in guided mentored apprenticeships that address community problems.
Technical
This pilot project will form a collaborative and define a strategic plan for scale-up to a national alliance to increase the long-term success rate of underrepresented minority students in science, engineering, and related fields. The collaborative of multiple and varied organizations will align to collectively contribute time and resources to a pre-college educational pathway. There are countless isolated programs that offer short-term interventions for underrepresented and minority students; however, there is lack of organizational coordination for aligning current program offerings, sharing best practices, research results or program outcomes along the education to workforce pathway. The collaborative activities will focus on the transition grades (e.g., 4-5, 8, and high school) and emphasize relationships among skills, confidence, culture and future careers. Collaborative partners will establish a centralized infrastructure in each location to coordinate recruiting of invested community leaders, educators, and parents, around a common agenda by designing, deploying and continually assessing a stormwater-themed project that addresses their location and demographic specific needs. This collaborative community will consist of higher education faculty and students, K-12 students, their caregivers, mentors, educators, stormwater districts, state and national environmental protection agencies, departments of education, and other for-profit and non-profit organizations. The collaborative will address the need for research on mechanisms for change, collaboration, and negotiation regarding the greater participation of under-represented groups in the science and technology workforce.
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TEAM MEMBERS:
Mohamed MusaviVenkat BhethanabotlaCary JamesVemitra WhiteLola Brown
The majority of the world’s billions of biodiversity specimens are tucked away in museum cabinets with only minimal, if any, digital records of the information they contain. Global efforts to digitize specimens are underway, yet the scale of the task is daunting. Fortunately, many activities associated with digitization do not require extensive training and could benefit from the involvement of citizen science participants. However, the quality of the data generated in this way is not well understood. With two experiments presented here, we examine the efficacy of citizen science participants
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TEAM MEMBERS:
Elizabeth EllwoodHenry BartMichael DooseyDean JueJustin MannGil NelsonNelson RiosAustin Mast
NOVA Labs (pbs.org/nova/labs) is a free digital platform that engages teens and lifelong learners in activities and games that foster authentic scientific exploration. From building RNA molecules and designing renewable energy systems to tracking cloud movements and learning cybersecurity strategies, NOVA Labs participants can take part in real-world investigations by visualizing, analyzing, and playing with the same data that scientists use. Each Lab focuses on a different area of active research. But all of them illustrate key concepts with engaging and informative videos, and guide participants as they answer scientific questions or design solutions to current problems. Supporting pages on each Lab site explain the purpose and functions of the Lab, help teachers incorporate it into their classrooms, foster collaboration between users, and help users make connections to the broader world of STEM. Users are encouraged to explore potential career paths through “Meet the Scientists” profiles, and to obtain information about local and national STEM resources.
The Jackprot is a didactic slot machine simulation that illustrates how mutation rate coupled with natural selection can interact to generate highly specialized proteins. Conceptualized by Guillermo Paz-y-Miño C., Avelina Espinosa, and Chunyan Y. Bai (New England Center for the Public Understanding of Science, Roger Williams University and the University of Massachusetts, Dartmouth), the Jackprot uses simplified slot-machine probability principles to demonstrate how mutation rate coupled with natural selection suffice to explain the origin and evolution of highly specialized proteins. The
To conserve species, we must first identify them. Field researchers, land managers, educators, and citizen scientists need up-to-date and accessible tools to identify organisms, organize data, and share observations. Emerging technologies complement traditional, book-form field guides by providing users with a wealth of multimedia data. We review technical innovations of next-generation field guides, including Web-based and stand-alone applications, interactive multiple-access keys, visual-recognition software adapted to identify organisms, species checklists that can be customized to
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TEAM MEMBERS:
New England Wild Flower SocietyElizabeth FarnsworthMiyoko ChuW. John KressJason BestJohn PickeringRobert StevensonGregory CourtneyJohn VanDyckAaron Ellison
This report was completed by the Program Evaluation Research Group at Endicott College in October 2013. It describes the outcomes and impacts of a four-year, NSF-funded project called Go Botany: Integrated Tools to Advance Botanical Learning (grant number 0840186). Go Botany focuses on fostering increased interest in and knowledge of botany among youth and adults in New England. This was being done through the creation of an online flora for the region, along with the development of related tools, including PlantShare, and a user-friendly interface for ‘smartphones’. In January 2012, the PI
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TEAM MEMBERS:
Judah LeblangNew England Wild Flower Society
The Ocean Institute (OI), in partnership with Scripps Institution of Oceanography (Scripps), Capistrano Valley Boys & Girls Clubs (BGC) and the Institute of Electrical and Electronics Engineers (IEEE), is developing "SeaTech," a multi-year, Youth-based ITEST program providing 120 female and minority middle and high school students from underserved populations with 391 contact hours of information technology (IT)-intensive oceanographic research experiences. SeaTech content focuses on understanding the acoustic behaviors of whales and dolphins, specifically, sound production, noise impacts and acoustic population census in California, the Bering Sea and the Southern Ocean. SeaTech offers a two-year core program for 13 & 14 year olds consisting of a "Breadth of Exposure" phase and a "Depth of Skills" phase totaling 299 hours. The core program has three distinct elements -- after-school clubs, field explorations and summer research institutes -- and is augmented with efforts before and after: an Early Pipeline Development phase (52 hours) for youth age 12, and Internships (40 hours) for youth age 15. The three-year ITEST grant will host three cohorts of 40 participants each. Each youth participant will receive 391 total contact hours. Through efforts directed at parents, SeaTech anticipates involving 60 parents in about 80 hours of activities each year. Coordinated through and with the expertise of Capistrano Valley BGC, recruitment will include orientation and information programs, a bilingual brochure and direct efforts by BGC staff. In addition, recruitment will happen from local schools. INTELLECTUAL MERIT: IT-based studies of marine mammal bio-acoustics will 'hook' student interest in after-school clubs, field explorations and summer research institutes. SeaTech advances understanding of the role of broader pipeline development in addressing chronic recruitment and retention problems in teen-targeted IT programs. BROADER IMPACTS: SeaTech programming has been meticulously and demonstrably integrated into the afterschool programming at the BGC. The SeaTech Club provides organizational structure to the teen activities at the BGC; however, the IT curriculum is also integrated into two nationally renowned extant structures called Career Launch and Club Tech. Findings from the project's examination of recruitment, retention and parental involvement will have broad implications to the field of informal science education.
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TEAM MEMBERS:
Harry HellingKelly ReynoldsJohn HildebrandCandice Dickens
This report summarizes evaluative findings from a project titled “What Curiosity Sounds Like: Discovering, Challenging, and Sharing Scientific Ideas” (a.k.a.: “Discovery Dialogues”). The project, a Full-Scale development project funded by the National Science Foundation as part of its Advancing Informal Science Learning (AISL) program, explored new ways to actively engage both lay and professional audiences, and foster meaningful communication between scientists and the general public. Appendix includes survey and interview questions.