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resource research Media and Technology
While science communication has become increasingly professionalised, philosophers have been far less active in, and reflective about, how we talk to the public. In thinking about the relationship between the ‘public intellectual’ and science communication, however, philosophy has some important contributions to make, despite the differences of content and disciplinary approach. What, then, can both these professions learn from each other about how to engage with the public - and the risks that this might involve?
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TEAM MEMBERS: Patrick Stokes
resource evaluation Media and Technology
From 2013-2016, Pacific Science Center, implemented the Exploring Earth Systems Sciences (EESS) project with the purpose of developing and delivering scripted demonstrations utilizing the Science On a Sphere (SOS) technology in order to promote understanding of and increase interest in Earth systems sciences. Specifically, the grant allowed the Science Interpretation team to research and write 20-minute presentations, targeted towards visitors aged 11 and older, about nine unique topics such as: climate change, weather, seasons, or the Polar Regions. Staff were then provided training in
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TEAM MEMBERS: Chris Cadenhead
resource project Media and Technology
The project will research and further develop an interactive platform, Visitor Interactions in Microbiology (VIM), that enables museum visitors to influence and learn about the behavior of live microorganisms. Hands-on museum exhibits encourage visitors to engage with, and manipulate, scientific content. Currently, museum visitors experience microbiology by observing microorganisms through a microscope, through models, or through simulations, all of which limit interactivity. With the VIM platform, visitors draw on a screen or use a Kinect motion sensor to generate microscopic light images. The single celled organisms respond to these images in real-time. Preliminary testing shows that the platform has significant potential to promote prolonged engagement and science inquiry by visitors. The project will develop and research additional technological and design considerations to understand how VIM can be translated into effective museum exhibits. This project is supported by the Advancing Informal STEM Learning (AISL) program which funds research and innovative resources for use in a variety of settings as a part of its overall strategy to enhance learning in informal environments.

Project researchers will first compare VIM to existing microscopic exhibits to investigate both advantages as well as limitations with the platform. Based on that research, three iterations of prototypes of VIM and user testing will explore possible extensions of VIM with respect to modes of visitor interactions, types of organisms and types of stimuli. In addition to improving the VIM platform, the knowledge gained from this study will inform a new approach to informal science learning -- an approach that supports self-directed inquiry, interest in microbiology, and interest in underlying technology. The project will produce: (1) research results concerning the potential of VIM and the variety of interaction modes that are effective using the system and (2) an open-source catalogue of hardware, software and protocol instructions that will enable other institutions to take advantage of the research on VIM. Project research findings and resources will be widely disseminated to practitioners via conferences and professional journals. The research will provide the foundation for future work that will include the design of a permanent exhibition.
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TEAM MEMBERS: Hans Riedel-Kruse Joyce Ma
resource project Exhibitions
The project will develop and research a new system that bridges the advantages of physical and virtual worlds to improve young children's inquiry-based science learning and engagement in a collaborative way. The project will use innovative technology and successful techniques developed for adaptive tutoring systems and bring this core research into informal learning settings where they haven't been applied before, with the goal of increasing engagement, learning and deep inquiry-based understanding in these environments. Museums and similar informal learning settings offer opportunities for children and families to learn together in an engaging way. However, without learning supports provided by people, signage, or technology, people often miss the point of the learning activity in museums. The project will develop a new genre of "intelligent" interactive science exhibits that combine proven intelligent tutoring system approaches with camera-based vision sensing to add a new layer to hands-on museum exhibits. This intelligent layer provides personalized interactive feedback to museum visitors while they experiment with physical objects in the real world. The project is a collaborative effort led by the Human Computer Interaction Institute at Carnegie Mellon University in partnership with the University of Pittsburgh Learning Research and Development Center, Children's Museum of Pittsburgh, and Carnegie Science Center. It is supported by the Advancing Informal STEM Learning (AISL) program funds research and innovative resources for use in a variety of settings, as a part of its overall strategy to enhance learning in informal environments.

The project will research whether and how learning principles and adaptive, computer-based technologies that are effective in formal school learning be made effective in an informal museum experience with hands-on activities to enhance the learning and engagement of children and parents. The system will use intelligent camera sensing that tracks and notices children's interaction in physical and virtual spaces and provides adaptive personalized feedback via the help of an engaging character. It guides the children as well as the parents to engage in productive dialogue, helping shape a better parent-child interaction. To investigate this, the project will further develop an innovative mixed-reality system and smart adaptive system that gives personalized feedback to visitors based on their actions, guiding them to understand the world around them like a scientist. The project will gather data on learner behaviors in mixed-reality experiences in informal settings to inform how to better design intelligent science exhibits and derive patterns to support key outcomes, including learning, engagement, collaboration, and productive dialogue. The project will also research the application of these design patterns across different science content areas.
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TEAM MEMBERS: Ken Koedinger Scott Hudson Kevin Crowley Nesra Yannier
resource project Media and Technology
This project, a collaboration of teams at Georgia Institute of Technology, Northwestern University, and the Museum of Design Atlanta and the Museum of Science and Industry in Chicago, will investigate how to foster engagement and broadening participation in computing by audiences in museums and other informal learning environments that can transfer to at-home and in-school engagement (and vice versa). The project seeks to address the national need to make major strides in developing computing literacy as a core 21st century STEM skill. The project will adapt and expand to new venues their current work on their EarSketch system which connects computer programming concepts to music remixing, i.e. the manipulation of musical samples, beats and effects. The initiative involves a four-year process of iteratively designing and developing a tangible programming environment based on the EarSketch learning environment. The team will develop three new applications: TuneTable, a multi-user tabletop exhibit for museums; TunePad, a smaller version for use at home and in schools; and an online connection between the earlier EarSketch program and the two new devices.

The goal is to: a) engage museum learners in collaborative, playful programming experiences that create music; b) direct museum learners to further learning and computational music experiences online with the EarSketch learning environment; c) attract EarSketch learners from local area schools to visit the museum and interact with novice TuneTable users, either as mentors in museum workshops or museum guests; and d) inform the development of a smaller scale, affordable tangible-based experience that could be used at homes or in smaller educational settings, such as classrooms and community centers. In addition to the development of new learning experiences, the project will test the hypothesis that creative, playful, and social engagement in the arts with computer programming across multiple settings (e.g. museums, homes, and classrooms) can encourage: a) deeper learner involvement in computer programming, b) social connections to other learners, c) positive attitudes towards computing, and d) the use and recognition of computational concepts for personal expression in music. The project's knowledge-building efforts include research on four major questions related to the goals and evaluation processes conducted by SageFox on the fidelity of implementation, impact, success of the exhibits, and success of bridging contexts. Methods will draw on the Active Prolonged Engagement approach (unobtrusive observation, interviews, tracking-and-timing, data summaries and team debriefs) as well as Participatory Action Research methods.

This work 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.
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TEAM MEMBERS: Michael Horn Brian Magerko Jason Freeman
resource project Exhibitions
Informal learning, and by extension, museums, are inherently emotional experiences, evoking feelings of awe, excitement, and curiosity. Oftentimes, museum professionals have prioritized traditionally positive emotions such as excitement and interest as being the most desirable and useful in supporting museum learning. However, prior research into naturally occurring emotions at museums found that some visitors who experienced negative emotions, such as confusion or frustration, at exhibits also reported deeper engagement and overall feelings of satisfaction (Rappolt-Schlichtmann et al., 2017). Based on these findings and similar results from formal education (D’Mello et al., 2014), this project team has worked to develop and refine a framework of strategies for creating exhibits that invoke and support visitors through the complex emotional state called productive struggle (PS) which is defined as a three-part emotional arc characterized by: 1) disequilibrium (experienced emotionally as emotions like confusion, frustration, surprise, or unease) that arises from encountering a challenging task, phenomenon, or idea, 2) persistence through the task which is supported by exhibit design scaffolds, and 3) an emotionally productive resolution tied to the source of disequilibrium or an overall sense of effortful achievement. In deliberately attending to and supporting a range of negative and positive emotions in museums, visitors can gain access to a wider variety of complex emotional experiences, including those critical to STEM learning, and have potential to broaden participation in STEM by supporting learners' diverse emotional needs and preferences.

This multidisciplinary project team consisting of researchers and exhibit professionals utilized a design-based research (DBR) process to develop, test, and refine a definition of museum-based productive struggle, and create a framework of design strategies that support PS. Three physical exhibits and a virtual exhibit were created during this multi-year project. Additionally, a summative research study was conducted with 105 youth ages 10-17 to explore: 1) whether visitors experienced the expected emotional arc of PS; 2) how exhibit design strategies supported PS; and 3) the extent of visitors’ learning and engagement at these PS exhibits.
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TEAM MEMBERS: Christine Reich Jose Blackorby Elizabeth Kollmann Gabrielle Schlichtmann Samantha Daley Clara Cahill Katie Todd Sunewan Paneto Sarah May Becki Kipling Katharina Marino Beth Malandain Sara Castellucci Kim Ducharme Amanda Cook
resource project Media and Technology
The connections between technology applications of all sorts and human users that are ubiquitous in informal learning and assume a great deal about how the technology is used and how learning takes place. Much of the research in this area has been focused on game design and interaction. This project will examine this interaction involving the use of gestures that represent how individuals work with systems and large data sets that represent complex systems like the oceans, to understand how basic elements of a project with a 3-D type of design might enhance the user experience and increase the utility and learning that takes place by understanding the cognitive elements of these game like interactions in specific STEM related settings like museums.

This exploratory pathways project will investigate the use of interactive, gesture-enabled, multi-touch spheres for teaching about ocean systems in science centers and museums. The gesture-enabled aspect of the project will improve on interactive table-top installations which can frustrate users who use unexpected gestures and receive no response leading to brief interaction and abandonment without significant interaction or learning. The project will investigate ways in which unsupported gestures would still produce a system response which would encourage the user to remain at the installation and continue to investigate. The effect of multiple gestures will be supported by using natural mappings between gestures and interactions with the on-sphere data.

The project investigates theories of embodied cognition that support the notion that by engaging with global-scale datasets on a spherical display more effectively models the earth in a non-distorted manner and therefore will be more natural and allow users to develop a more accurate conceptual model of how data relates to itself and the globe. In this way, the project shares some aspects of understanding about learning through game play. The sphere will not be a fully developed game but will share characteristics of game play.

This 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.
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TEAM MEMBERS: Katie Stofer Lisa Anthony Peter Chang Alice Darrow Annie Luc Hannah Neff Alex Popeil Carrie Schuman Nikita Soni Betty Dunckel John Baek Bilge Mutlu Amanda Morales Jeremy Alexandre Brittani Kirkland
resource project Media and Technology
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. Using hand-held mobile devices this project would test specialized Signing Glossaries for Science Exhibits (SGSE). The glossaries are developed from 5000 unique signing terms specific to the science in 6 partner institutions and designed to reach families with at least one member, ages 5-12+, who is deaf or hard of hearing and uses American Sign Language (ASL) for communication. The project would demonstrate the potential effectiveness of the venue-specific signing glossaries to enhance access to STEM learning during visits to informal STEM learning environments such as aquariums, botanical gardens, natural history museums, nature centers, science museums, and zoos.

While utilizing existing domain specific signing terms, the project will adapt and improve on their use in content specific informal science venues to increase the opportunity for the target audience to both enjoy and benefit from the wide array of informal science learning opportunities available to this group. The research should reveal how this approach might benefit those with other types of disabilities. The research questions are designed to understand both how family members might interact with a hearing disabled family member as well as how the disabled individual might learn more about a variety of STEM content in a setting that is not domain specific but uses the influence of science exhibits to inform, engage and interest members of the public generally.

Domain specific signing dictionaries have been developed, many by this PI, to address access to content specific topics in STEM. This proposal extends this concept to informal learning environments that are content specific to increase the opportunity for those with hearing disabilities to increase their capability to both enjoy informal science learning venues and to understand more of what these venues provide in terms of science learning.
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TEAM MEMBERS: Judy Vesel
resource project Media and Technology
This project had three objectives to build knowledge with respect to advancing Informal STEM Education:


Plan, prototype, fabricate, and document a game-linked design-and-play STEM exhibit for multi-generational adult-child interaction utilizing an iterative exhibit design approach based on research and best practices in the field;
Develop and disseminate resources and models for collaborative play-based exhibits to the informal STEM learning community of practice of small and mid-size museums including an interactive, tangible tabletop design-and-play game and a related tablet-based game app for skateboarding science and technology design practice;
Conduct research on linkages between adult-child interactions and game-connected play with models in informal STEM learning environments.


Linked to these objectives were three project goals:


Develop tools to enable children ages 5-8 to collaboratively refine and test their own theories about motion by exploring fundamental science concepts in linked game and physical-object design challenge which integrates science (Newton’s Laws of Motion) with engineering (iterative design and testing), technology (computational models), and mathematics (predictions and comparisons of speed, distance, and height). [Linked to Objectives 1 & 3]
Advance the informal STEM education field’s understanding of design frameworks that integrate game environments and physical exhibit elements using tangibles and playful computational modeling and build upon the “Dimensions of Success” established STEM evaluation models. [Linked to Objectives 1 & 2]
Examine methods to strengthen collaborative learning within diverse families through opportunities to engage in STEM problem-based inquiry and examine how advance training for parents influences the extent of STEM content in conversations and the quality of interactions between caregivers and children in the museum setting. [Linked to Objectives 1 & 3]


The exhibit designed and created as a result of this grant project integrates skateboarding and STEM in an engaging context for youth ages 5 to 8 to learn about Newton’s Laws of Motion and connect traditionally underserved youth from rural and minority areas through comprehensive outreach. The exhibit design process drew upon research in the learning sciences and game design, science inquiry and exhibit design, and child development scholarship on engagement and interaction in adult-child dyads.

Overall, the project "Understanding Physics through Collaborative Design and Play: Integrating Skateboarding with STEM in a Digital and Physical Game-Based Children’s Museum Exhibit" accomplished three primary goals. First, we planned, prototyped, fabricated, and evaluated a game-linked design-and-play STEM gallery presented as a skatepark with related exhibits for adult-child interaction in a Children's Museum.

Second, we engaged in a range of community outreach and engagement activities for children traditionally underserved in Museums. We developed and disseminated resources for children to learn about the physics of the skatepark exhibit without visiting the Museum physically. For example, balance board activities were made portable, the skatepark video game was produced in app and web access formats, and ramps were created from block sets brought to off-site locations.

Third, we conducted a range of research to better understand adult-child interactions in the skatepark exhibit in the Children's Museum and to explore learning of physics concepts during physical and digital play. Our research findings collectively provide a new model for Children's Museum exhibit developers and the informal STEM education community to intentionally design, evaluate, and revise exhibit set-up, materials, and outcomes using a tool called "Dimensions of Success (DOS) for Children's Museum Exhibits." Research also produced a tool for monitoring the movement of children and families in Museum exhibit space, including time on task with exhibits, group constellation, transition time, and time in gallery. Several studies about adult-child interactions during digital STEM and traditional pretend play in the Museum produced findings about social positioning, interaction style, role, and affect during play.
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TEAM MEMBERS: Deb Dunkhase Kristen Missall Benjamin DeVane
resource project Exhibitions
Life on the Edge will be a 1,500-sq-ft traveling exhibition to engage museum guests with space, space exploration, and the search for life beyond our home planet through the lens of Earth's extremophiles. The exhibition will explore life forms in extreme, harsh environments on Earth, and how studying these creatures informs the search for extraterrestrial life and habitable environments within and beyond our solar system. This exhibition will provide open-ended challenges and hands-on activities that utilize NASA research and educational materials to inspire elementary-aged youth ages 5-11 and their families. Based in Ithaca, NY, Sciencenter will focus the tour on small, rural museums, including SpectrUM Discovery Area (Missoula, MT), Flathead Reservation (MT), Science Zone (Casper, WY), and Imagination Place Children's Museum (Gadsden, AL). Schools and other community partners of the host museums will be leveraged in presenting family science nights, field trips, and facilitated science programs. These activities will provide additional opportunities for learners to increase their knowledge of core STEM content and science-process skills related to astronomy and astrobiology. In this institutional engagement project, Sciencenter will partner with (1) Cornell University's Department of Astronomy throughout the 5-year grant period to develop the scientific content and to ensure that content remains current and relevant with up-to-date NASA research, and (2) the University of Montana's SpectrUM Discovery Area, who will serve as the STEM outreach hub for the region, including outreach with youth of the Flathead Reservation. The expected short-term outcomes for youth ages 5-11, after visiting Life on the Edge are (1) 75% of participants will have increased understanding of basic principles of astrobiology and astronomy, along with the breadth of NASA scientific research and missions, and (2) 50% of participants will have increased awareness of career possibilities in STEM, specifically astrobiology, astronomy, and related space sciences.
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TEAM MEMBERS: Michelle Kortenaar Alexander Hayes Lisa Kaltenegger Holly Truitt Adrienne Testa Charlie Trautmann
resource project Public Programs
Flying Higher will develop a permanent hands-on exhibit that conveys the fundamentals of flight, technology, materials science, and NASA’s role in aeronautics for learners ages 3-12 years and their parents/caregivers and teachers. The exhibit, public programs, school and teacher programs, and teacher professional development will develop a pipeline of skilled workers to support community workforce needs and communicate NASA’s contributions to the nation and world. An innovative partnership with Claflin University (an historically black college) and Columbia College (a women’s liberal arts college) will provide undergraduate coursework in informal science education to support pre-service learning opportunities and paid employment for students seeking careers in education and/or STEM fields. The projects goals are:

1) To educate multi-generational family audiences about the principles and the future of aeronautics; provide hands-on, accessible, and immersive opportunities to explore state-of-the-art NASA technology; and demonstrate the cultural impact of flight in our global community.

2) To provide educational standards-based programming to teachers and students in grades K–8 on NASA-driven research topics, giving the students opportunities to explore these topics and gain exposure to science careers at NASA; and to offer teachers support in presenting STEM topics.

3) To create and implement a professional development program to engage pre-service teachers in presenting museum-based programs focused on aeronautics and engineering. This program will provide undergraduate degree credits, service learning, and paid employment to students that supports STEM instruction in the classroom, explores the benefits of informal science education, and encourages post-graduate opportunities in STEM fields.
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TEAM MEMBERS: Julia Kennard
resource project Media and Technology
Discover NASA is the Discovery Museum’s endeavor to engage students in grades K through 12 as well as members of the general public in innovative space science and STEM-focused learning through the implementation of two modules: upgrades to the Challenger Learning Center, and the creation of K through 12 amateur rocketry and spacecraft design programming. The programming will be piloted at the Discovery Museum and Planetarium, and at the Inter-district Discovery Magnet School and the Fairchild-Wheeler Multi-Magnet High School, with an additional strategic partnership with the University of Bridgeport, which will provide faculty mentors to high school seniors participating in the rocketry program. Through these two modules, the Discovery Museum and Planetarium aims to foster an early interest in STEM, increase public awareness about NASA, promote workforce development, and stimulate an interest in the future of human space exploration. Both modules emphasize design methodologies and integration of more advanced space science into the STEM curriculum currently offered by Discovery Museum to visitors and public schools. The Challenger Learning Center upgrades will enable the Museum to deliver simulated human exploration experiences related to exploration of the space environment in Low Earth Orbit and simulated human exploration of Moon, Mars, and beyond, which will increase public and student awareness about NASA and the future of human space exploration. The development of an amateur rocketry and spacecraft development incubator for education, the general public, and commercial space will stimulate the development of key STEM concepts.
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TEAM MEMBERS: Alan Winick