We characterize the factors that determine who becomes an inventor in the United States, focusing on the role of inventive ability (“nature”) vs. environment (“nurture”). Using deidentified data on 1.2 million inventors from patent records linked to tax records, we first show that children’s chances of becoming inventors vary sharply with characteristics at birth, such as their race, gender, and parents’ socioeconomic class. For example, children from high-income (top 1%) families are ten times as likely to become inventors as those from below-median income families. These gaps persist even
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Alex BellRaj ChettyXavier JaravelNeviana PetkovaJohn Van Reenen
Sense-making with data through the process of visualization—recognizing and constructing meaning with these data—has been of interest to learning researchers for many years. Results of a variety of data visualization projects in museums and science centers suggest that visitors have a rudimentary understanding of and ability to interpret the data that appear in even simple data visualizations. This project supports the need for data visualization experiences to be appealing, accommodate short and long-term exploration, and address a range of visitors’ prior knowledge. Front-end evaluation
As the world is increasingly dependent upon computing and computational processes associated with data analysis, it is essential to gain a better understanding of the visualization technologies that are used to make meaning of massive scientific data. It is also essential that the infrastructure, the very means by which technologies are developed for improving the public's engagement in science itself, be better understood. Thus, this AISL Innovations in Development project will address the critical need for the public to learn how to interpret and understand highly complex and visualized scientific data. The project will design, develop and study a new technology platform, xMacroscope, as a learning tool that will allow visitors at the Science Museum of Minnesota and the Center of Science and Industry, to create, view, understand, and interact with different data sets using diverse visualization types. The xMacroscope will support rapid research prototyping of public experiences at selected exhibits, such as collecting data on a runner's speed and height and the visualized representation of such data. The xMacroscope will provide research opportunities for exhibit designers, education researchers, and learning scientists to study diverse audiences at science centers in order to understand how learning about data through the xMacroscope tool may inform definitions of data literacy. The research will advance the state of the art in visualization technology, which will have broad implications for teaching and learning of scientific data in both informal and formal learning environments. The project will lead to better understanding by science centers on how to present data to the public more effectively through visualizations that are based upon massive amounts of data. Technology results and research findings will be disseminated broadly through professional publications and presentations at science, education, and technology conferences. The project is funded by the Advancing Informal STEM Learning (AISL) program, which seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The project is driven by the assumption that in the digital information age, being able to create and interpret data visualizations is an important literacy for the public. The research will seek to define, measure, and advance data visualization literacy. The project will engage the public in using the xMacrocope at the Science Museum of Minnesota and at the Center of Science and Industry's (COSI) science museum and research center in Columbus, Ohio. In both museum settings the public will interact with different datasets and diverse types of visualizations. Using the xMacroscope platform, personal attributes and capabilities will be measured and personalized data visualizations will be constructed. Existing theories of learning (constructivist and constructionist) will be extended to capture the learning and use of data visualization literacy. In addition, the project team will conduct a meta-review related to different types of literacy and will produce a definition with performance measures to assess data visualization literacy - currently broadly defined in the project as the ability to read, understand, and create data visualizations. The research has potential for significant impact in the field of science and technology education and education research on visual learning. It will further our understanding of the nature of data visualization literacy learning and define opportunities for visualizing data in ways that are both personally and culturally meaningful. The project expects to advance the understanding of the role of personalization in the learning process using iterative design-based research methodologies to advance both theory and practice in informal learning settings. An iterative design process will be applied for addressing the research questions by correlating visualizations to individual actions and contributions, exploring meaning-making studies of visualization construction, and testing the xMacroscope under various conditions of crowdedness and busyness in a museum context. The evaluation plan is based upon a logic model and the evaluation will iteratively inform the direction, process, and productivity of the project.
As part of its overall strategy to enhance learning in informal environments, the Advancing Informal STEM Learning (AISL) program seeks to advance new approaches to, and evidence-based understanding of, the design and development of STEM learning in informal environments. This includes providing multiple pathways for broadening access to and engagement in STEM learning experiences, advancing innovative research on and assessment of STEM learning in informal environments, and developing understandings of deeper learning by participants. The goal of this project is to make 21st century quantum science comprehensible and engaging to non-expert informal adult learners. This project has strong potential to add new knowledge about the public's perception and understanding of quantum physics. This scientific content is often difficult for informal audiences to grasp, and there are relatively few accessible learning resources for a non- professional audience. The development of this online, interactive resource with short animations, graphics, and simulations has strong potential to fill this gap. It will develop a visually driven online resource to engage non-expert audiences in understanding the basics of quantum physics. The web design will be modular, incorporating many multimedia elements and the structure will be flexible allowing for future expansion. All content would be freely available for educational use. There is potential for extensive reach and use of the resources by informal adult learners online as well as learners in museums, science centers, and schools. Project partners are the Joint Quantum Institute at the University of Maryland and the National Institute of Standards and Technology, College Park. An independent evaluation of the project will add new knowledge about informal learners' perceptions and/or knowledge about quantum science and technology. An initial needs assessment via focus groups with the general public will be designed to find out more about what they already know about quantum physics topics and terminology, as well as what they want to know and what formats they prefer (games, simulations, podcasts, etc.). In person user testing will be used with early versions of the project online resource using a structured think-aloud protocol. Later in year 1 and 2, online focus groups with the general public will be conducted to learn what they find engaging and what they learned from the content. Iterative feedback from participants during the formative stage will guide the development of the content and format of the online resources. The Summative Evaluation will gather data using a retrospective post-survey embedded with a pop-up link on the Atlas followed by interviews with a subset of online users. Google Analytics will be used to determine the breadth and depth of their online navigation, what resources they download, and what websites they visit afterward. A post-only survey of undergraduate and graduate students who participated in resource development will focus on changes in students' confidence around their science communication skills and level of quantum physics understanding.
The Art of Science Learning, Phase 2 was an NSF-funded research and development project to investigate the value of incorporating arts-based learning techniques in STEM-related group innovation processes. The project team created a new, arts-infused innovation curriculum in consultation with leading national practitioners in the arts, creativity, and innovation, then deployed that curriculum in “innovation incubators” in San Diego, Chicago, and Worcester (Mass.) in partnership with informal STEM institutions in those cities. At each incubator, diverse members of the public (from high school
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Peter LinettSteve ShewfeltNicole BaltazarNnenna OkekeDreolin FleisherEric LaPlantMadeline SmithChloe Chittick PattonSarah LeeHarvey Seifter
In December the Science Museum will open Mathematics: The Winton Gallery. The new gallery tells mathematical stories in relation to a broad spectrum of fundamental human concerns. One of the key exhibits is a newly acquired machine for modelling storm surges in the North Sea. Designed by Japanese engineer Shizuo Ishiguro, the object offers a way to explore the far-reaching impact and relevance of mathematical work.
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. This proposed effort embraces broad participation by the three Ute tribes, History Colorado, and scientists in the field of archaeology to investigate and integrate traditional ecological knowledge and contemporary Western science. The project will preserve knowledge from the Ute peoples of Colorado and Utah, including traditional technology, ethnobotany, engineering and math. Results from this project will inform educational efforts in similar communities.
This project will build on the long-standing collaborations between History Colorado (HC), the Southern Ute Indian Tribe, Ute Mountain Ute Tribe and Ute Indian Tribe, Uintah & Ouray Reservation, and the Dominguez Archaeological Research Group DARG). HC will implement and evaluate a regional informal learning collaboration focused on Ute traditional and contemporary STEM knowledge serving over 128,000 learners through tribal programs, local history museums and educational networks. This project will advance the understanding of integrated knowledge and the role of Ute people as STEM learners and practitioners. This Informal Science Learning project will increase lifelong STEM learning in rural communities and create a replicable model for collaboration among tribes, history museums, and scientists.
This pathways project will study how audiences in public spaces, in this case those in a museum setting, relate to and make sense of large data displays. The project is preliminary to development of a traveling, hands-on exhibition enabling users to create and utilize representations of big data displays such as maps and charts. As the test case, the project will use science maps that provide an overview of science generally and specific areas of STEM, charting and exploring the history and future of science and technology. The data collection portion of the project will take place at the New York Hall of Science, the Marian Koshland Science Museum, COSI in Columbus, Ohio, and WonderLab Museum in Bloomington, Indiana. The project will create a foundation for the design of museum exhibits and educational programs that teach museum visitors how to explore, engage and make better sense of big data. The project is potentially transformative because big data is becoming ubiquitous and making sense out of large data displays is necessary in order to understand big data sets.
The Balboa Park Cultural Partnership, in collaboration with several informal science education and other cultural and business organizations in San Diego, Chicago, and Worcester, MA are implementing a research and development project that investigates a range of possible approaches for stimulating the development of 21st Century creativity skills and innovative processes at the interface between informal STEM learning and methods for creative thinking. The goal of the research is to advance understanding of the potential impacts of creative thinking methods on the public's understanding of and engagement with STEM, with a focus on 21st Century workforce skills of teens and adults. The goal of the project's development activities is to experiment with a variety of "innovation incubator" models in cities around the country. Modeled on business "incubators" or "accelerators" that are designed to foster and accelerate innovation and creativity, these STEM incubators generate collaborations of different professionals and the public around STEM education and other STEM-related topics of local interest that can be explored with the help of creative learning methodologies such as innovative methods to generate creative ideas, ideas for transforming one STEM idea to others, drawing on visual and graphical ideas, improvisation, narrative writing, and the process of using innovative visual displays of information for creating visual roadmaps. Hosting the project's incubators are the Balboa Park Cultural Partnership (San Diego), the Museum of Science and Industry (Chicago) and the EcoTarium (Worcester, MA). National partners are the Association of Science-Technology Centers, the American Association for the Advancement of Science, and the Americans for the Arts. Activities will include: the formation and collaborative processes of three incubator sites, a research study, the development of a creative thinking curriculum infused into science education, professional development based on the curriculum, public engagement events and exhibits, a project website and tools for social networking, and project evaluation. A national advisory council includes professionals in education, science, creativity, and business.
This Science Learning+ Planning Project will develop a prototype assessment tool (based on a mobile technology platform) to map STEM learning experiences across different learning ecologies (e.g. science centers, mass media, home environment) and to develop research questions and designs for a Phase 2 Science Learning+ proposal. The tool will focus on the impact of the learning ecologies on knowledge, interest, identity and reasoning rather than emphasize learning in a specific content area. The proposing team will develop and conduct a small scale usability study during the planning period, which will inform what is proposed in the Phase 2 research. A key focus of the planning period will be to identify and develop the theoretical constructs (i.e., outcomes) to be measured by the prototype App. As a starting point, the project will start with four of the six strands identified in Learning Science in Informal Environments (National Research Council, Bell et al., 2009): (1) interest triggered by a STEM experience; (2) understanding scientific knowledge; (3) engaging in scientific reasoning; and (4) identifying with the scientific enterprise. Discussion among the project partners during the planning process will revolve around how these strands should be measured in the Phase 2 research across ecologies. The measurement tool will assess the goal(s) that people set as they engage in STEM learning within each ecology and will measure the individuals' duration and level of engagement. The project will strive to utilize measures that: (1) are nonobtrusive; (2) are embedded in STEM experiences; (3) can be used across ecologies; (4) can be scaled for other ecologies than the ones examined in Phase 2 research; and (5) will be easy to use by researchers and practitioners.
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Bradley MorrisJohn DunloskyGreat Lakes Science CenterUniversity of LimerickIdeaStream (UK)Irish Independent newspaper
Based on the number of visitors annually, zoos and aquariums are among the most popular venues for informal STEM learning in the United States and the United Kingdom. Most research into the impacts of informal STEM learning experiences at zoos and aquariums has focused on short-term changes in knowledge, attitudes and behaviors. This Science Learning+ project will identify the opportunities for and barriers to researching the long-term impacts of informal STEM learning experiences at zoos and aquariums. The project will address the following overarching research question: What are and how do we measure the long-term impacts of an informal STEM learning experience at a zoo and aquarium? While previous research has documented notable results, understanding the long-term impacts of zoo and aquarium learning experiences will provide a deeper and more nuanced understanding of the impact of these programs on STEM knowledge, skills and application. This study will use a participatory process to identify: (1) the range of potential long-term impacts of informal science learning experiences at zoos and aquariums; (2) particular activities that foster these impacts; and (3) opportunities for and barriers to measuring those impacts. First, an in-depth literature review will document previous research efforts to date within the zoo and aquarium community. Second, a series of consultative workshops (both in-person and online) will gather ideas and input from practitioners, researchers, and other stakeholders in zoo and aquarium education. The consultative workshops will focus on two questions in particular: (1) What are the different types and characteristics of informal science learning experiences that take place at zoos and aquariums? and (2) What are the long-term impacts zoos and aquariums are aiming to have on visitors in relation to knowledge, attitudes, skills and behaviors/actions? Finally, visitor surveys at zoos and aquariums in the US and UK will be conducted to gather input on what visitors believe are the long-term impacts of an informal STEM learning opportunity at a zoo or aquarium. The data gathered through all of these activities will inform the design of a five-year, mixed-methods study to investigate long-term impacts and associated indicators of an informal STEM learning experience at a zoo or aquarium. One of the aims of the five-year study will be to test instruments that could eventually be used by the global zoo and aquarium community to measure the long-term impacts of informal STEM learning programs. Designing tools to better understand the long-term impacts of informal STEM learning at zoos and aquariums will contribute to our ability to measure STEM learning outcomes. Additional benefits include improved science literacy and STEM skills amongst visitors over time and an understanding of how education programs contribute to wildlife conservation worldwide.
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TEAM MEMBERS:
Brian JohnsonStanford UniversityLancaster UniversitySarah ThomasNicole ArdoinMurray Saunders
resourceresearchProfessional Development, Conferences, and Networks
This article from the Center for Advancement of Informal Science Education (CAISE) offers an introduction to the field of informal STEM education (ISE). It provides a brief survey of informal STEM education projects related to biology and discusses opportunities for scientists to become involved.