Artificial Intelligence (AI), the research and development of machines to mimic human thought and behavior, encompasses one of the most complex scientific and engineering challenges in history. AI now permeates essentially all sectors of the economy and society. Young people growing up in the era of big data, algorithms, and AI need to develop new awareness, content knowledge, and skills to understand humans’ relationships with these new technologies and become producers of AI artifacts themselves.
YR Media and MIT’s Understanding AI project researched and developed innovative approaches to
Educational programming on digital video platforms such as YouTube wrestle with gender disparities in viewership. When men engage with science and technology content on digital platforms more than women, gender gaps in the understanding of, engagement with, and interest in STEM may intensify. Therefore, there is a critical need for more research aiming to aid in our understanding of these gender differences. This study provides evidence that the gender gaps may exist not in the use of YouTube itself, but with the engagement with science and technology content on the platform. Furthermore
The New England Aquarium will create Conservation STEM — an online curriculum that features engaging videos and hands-on activities aligned with state and national standards that are easily accessible for teachers to use in the classroom. The project responds to a need that the aquarium’s Teacher Advisory Council — composed of Pre-K through 12 teachers from the greater Boston area — identified, which was to help students develop critical and systems thinking skills. It also will provide a means for teachers to engage students with authentic experiences to address real-world problems and build an understanding of the need for a balanced use of the ocean.
With funding from the National Science Foundation, Secrets of the Universe (SOTU) is a multimedia project that has at its core a 40-minute 3D giant screen film directed by a collaboration of K2 Communications Inc., The Stephen Low Company, and University of California Davis Department of Physics. To support and extend the impact of the film for these audiences, the project features an educational website with a variety of resources, including online videos of science content and characters from the film.
The independent evaluation team from Knight Williams Inc. conducted a summative
Having a central scientific language remains crucial for advancing and globally sharing science. Nevertheless, maintaining one dominant language also creates barriers to accessing scientific careers and knowledge. From an interdisciplinary perspective, we describe how, when, and why to make scientific literature more readily available in multiple languages through the practice of translation. We broadly review the advantages and limitations of neural machine translation systems and propose that translation can serve as both a short- and a long-term solution for making science more resilient
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TEAM MEMBERS:
Emma SteigerwaldValeria Ramírez-CastañedaDébora Y C BrandtAndrás BáldiJulie Teresa ShapiroLynne BowkerRebecca D Tarvin
Despite decades of policies and programs meant to increase the representation of girls and women in science, technology, engineering, and mathematics (STEM), girls and women of color still represent a much smaller percent of the STEM workforce than they do in the US population. This lack of representation is preventing the US STEM workforce from reaching its true potential. Intersecting inequalities of gender, race, ethnicity, and class, along with stereotypes associated with who is successful in STEM (i.e., White men), lead to perceptions that they do not belong and may not succeed in STEM. Ultimately, these issues hinder girls’ STEM identity development (i.e., sense of belonging and future success), lead to a crisis of representation for women of color and have compounding impacts on the STEM workforce. Research suggests there are positive impacts of in-person STEM learning after-school and out-of-school time programs on girls’ sense of belonging. The increasing need for online learning initiated by the COVID-19 pandemic means it is vital to investigate girls’ STEM identity development within an online community. Thus, the project will refine and test approaches in online learning communities to make a valuable impact on the STEM identity development of girls of color by 1) training educators and role models on exemplary approaches for STEM identity development; 2) implementing a collaborative, girl-focused Brite Online Learning Community that brings together 400 girls ages 13-16 from a minimum of 10 sites across the United States; and 3) researching the impact of the three core approaches -- community building, authentic and competence-demonstrating hands-on activities, and interactive learning with women role models -- on participating girls’ STEM identities in online settings.
The mixed methods study is guided by guided by Carlone & Johnson’s model of STEM identity involving four constructs: competence, performance, recognition, and sense of belonging. Data collection sources for the quantitative portion of the project include pre- and post-surveys, while qualitative data sources will be collected from six case study sites and will include observations, focus group interviews with girls, artifacts created by girls and educators, educator interviews, and open-ended survey responses. This approach will enable the research team to determine how and the extent to which the Brite Online Learning Community influences STEM identity constructs, interpreting which practices lead to meaningful outcomes that can be linked to the development of STEM identity for participating girls in an online environment. The products of this work will include research-based, tested Brite Practices and a toolkit for fostering girls’ interest, identification, and long-term participation in STEM. The resulting products will increase the reach of informal STEM education programming to girls of color across the nation as online spaces can reach more girls, potentially increasing the representation of women of color in the STEM workforce.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program funds innovative resources for use in a variety of settings. Informal STEM learning opportunities are often rare in rural locations where the early childhood education system is also under-resourced. Through partnerships with educational researchers, early math educators, pediatric health experts, and pediatric clinics, this project will develop and study a new opportunity for informal math learning. The project will work with pediatric clinics that serve rural immigrant families who are racially, culturally, and linguistically diverse. The project leverages the high levels of trust many caregivers have in their child’s pediatrician to improve math learning during critical early years. This project will build on a previous program where physician text messages to caregivers supported youth literacy development. In this instance the project will support caregivers’ math interactions with their 3- and 4-year-olds to cultivate children's math knowledge and skills. The text messaging program will be grounded in research in child development, mathematics learning, parenting practices, and adult behavior change. Texts will also provide caregiver supports for how to engage their children in mathematical activates in their everyday lives and provide information about the important skills children are developing. Text messages will be co-developed with caregiver input, and focus on content underlying mathematical development such as Number Sense, Classification and Patterning, Measurement, Geometry, and Reasoning. Caregivers will receive text messages from their pediatric clinics three times a week for eight months. For example, three related texts supporting Number Sense include: “FACT: Kids enjoy counting and it prepares them for K! Mealtimes are a fun time to practice counting objects;” “TIP: At a meal, say: Can you count all the cups on the table? All the plates? What else can you count? (Forks) Tell them: Great job!” and “GROWTH: You are helping kids to count & get ready for K. At the park, ask: How many bikes are there? How many birds? Count together & find out!” Throughout the planning and implementation phases of the project the team will work closely with early education math experts, key advisors, and caregivers to ensure the text messaging program is tailored to meet the cultural, linguistic, and contextual needs of rural caregivers and children.
The project will research impacts of the text messaging program on children, caregivers, and clinical staff. First, the project will investigate the impact of the texting program on children through a randomized trial, and pre-and-post measures of early childhood math skills and abilities. Second, using interviews at baseline and in a 9-month follow-up, the project will study the texting program’s impact on caregivers’ perceptions regarding the importance of math learning for young children. Third, the project will explore the impact of the text messaging program on health professionals’ understanding of math learning in early childhood by collecting qualitative data and assessing attitudes about the clinic’s role in supporting early math. Caregivers and clinic staff will also participate in focus groups to better understand impacts for each of these groups. The project will reach 1000 families, who will be randomly assigned to treatment or control groups through block-randomization, stratified by caregiver language and child’s age. This parent-informed project will build evidence toward new approaches to promoting early math in the pediatric clinic, an informal environment that can reach all families and can leverage innovative technology. Findings will be shared widely though a communication and engagement plan that includes children, caregivers, physicians and clinic staff, informal STEM educators, researchers, and policy makers.
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TEAM MEMBERS:
Lisa ChamberlainSusanna LoebJaime Peterson
EcoExploratorio: Museo de Ciencias de Puerto Rico’s In-STEM: An Inclusive STEM Museum Exhibition project will provide STEM educational material specifically for audiences with visual and hearing disabilities. In addition to an inclusive summer Moon to Mars exhibit, the museum will offer tours with American Sign Languages (ASL) interpreters and adaptations for the visually impaired. Accessible online, the museum will produce ten STEM activity videos. By being inclusive of people with disabilities, specifically focusing on people that are deaf or hard of hearing and blind or visually impaired, the museum seeks to promote lifelong access to STEM education.
The University and Jepson Herbaria at the University of California, Berkeley will develop a series of virtual workshops that promote experiential learning and discovery in the fields of botany, ecology, and conservation biology. The workshops and accompanying recordings will address critical environmental issues. Geared toward lifelong learners, recordings of the lecture portions of the twelve workshops will be made available online and free of charge. The workshops and videos will provide high-quality, museum-based educational resources that demonstrate the value of museum collections and how those collections are used in research and education. By bringing environmental education to a broader audience, this program will educate participants about how each member of a community can contribute to local efforts to protect natural resources.
The Westchester Children’s Museum will develop Full STEAM (Science, Technology, Engineering, Art, and Math) Ahead, an integrated, module-based sequence of hands-on STEAM workshops adaptable for both in-person and virtual teaching for high-need 2nd to 6th grade students at Thomas Cornell Academy in Yonkers, NY and Waterside School in Stamford, CT. Project activities include program development, preparation, delivery, and evaluation to create programs that are replicable and sustainable while leveraging the museum’s resources to demonstrate how it can support their communities in need during unprecedented times. Full STEAM Ahead anticipates reaching 300 students from low-income and economically disadvantaged families.
Through its traveling exhibition program, the Association of Science-Technology Centers worked for many years to advance the culture and practice of hands-on science learning, with support from the National Science Foundation. This article describes workshops, staff exchanges, and apprenticeships that accompanied a number of exhibitions, beginning in 1973. The community website ExhibitFiles, which opened in 2007, served the same purpose, as an archive of community-contrbuted case studies and reviews of science exhibitions.
The University of California Museum of Paleontology will upgrade two STEM websites that provide free resources for teachers, students, and the public for teaching and learning about evolution and the process of science. The project will allow the museum to respond more effectively to user expectations and enhance the security, functionality, and general appeal of these educational resources. In consultation with expert advisors, the project team will review and revise the content and graphics on the 30 most-accessed, high-content pages of each site to ensure that they reflect the latest research and perspectives in the field. New features will also provide more opportunities for visitor interaction with scientific data. Both front-end and formative evaluation will guide the phases of the project.