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.
The Museum of Science, Boston’s Research and Evaluation Department conducted a summative evaluation of The Hall of Human Life (HHL) exhibition. This 9,700 square foot exhibition is geared towards older children and adults. It is focused on human biology and human health with the main message, “Human beings are changing in a changing environment.” Visitors are able to use their own bodies and behaviors to understand biological mechanisms. Unique to this exhibition, visitors are able to use scannable wristbands to record and compare personal data with other Museum visitors to learn about their
The Broadening Experience for Scientific Training: Beginning Enhancement Track ("BEST-BET"), an NSF INCLUDES Design and Development Launch Pilot project, draws upon the expertise of five research-intensive institutions that have developed innovative programing in career and professional development for doctoral and postdoctoral trainees in biomedical research. The goal of the project is to expand the scope and leverage the work so as to engage students earlier in their career exploration. Specifically, the project will target undergraduates who may not be aware of the multitude of career options available to them. These include opportunities in academia, the biotechnology and pharmaceutical industries, science communication, science policy, and technology transfer/patent law. The effort will focus on undergraduates who come from populations generally underrepresented in STEM fields, including but not limited to ethnically, racially and socioeconomically underserved communities. The grant will support educational opportunities for students at minority-serving institutions and will assess the impact of providing new opportunities to this community. The critical contributions of a diverse and inclusive community are essential to progress in all STEM fields. By promoting diversity in education, this project aims to engage undergraduate students at a point in their professional development that could enable participation in a wide range of workforce opportunities so as to advance the progress of science and national health.
The focus of BEST BET will be to use a collective impact framework to connect the "BEST network" of institutions to partners engaged in undergraduate education of students from underrepresented communities who are interested in the life sciences. The underlying premise is that career exploration focused on opportunities that go beyond physician training will enable engagement of this community of learners in the life science workforce beyond the pre-med track and keep them engaged in degree completion. Multiple strategies will be used to attain the goals of BEST BET. They are organized in the context of two major objectives roughly divided into the scope of planned activities. The first objective focuses on "career exploration" and offers strategies to assist partner institutions to build career and skill development capacities. The second is grounded in an enhanced experience of BEST site visits whereby undergraduates will have the opportunity to envision life as a graduate student and beyond. These strategies will likely enhance persistence to complete the baccalaureate degree and move onto doctoral programs.
Dr. Ann Chester, Director of the Health Sciences and Technology Academy (HSTA) in West Virginia was looking for professional researchers interested in working with HSTA's high school-aged participants through community-based participatory research (CBPR) projects. Dr. Alicia Zbehlik, with the Dartmouth Institute for Health Policy & Clinical Practice in New Hampshire, needed to further her research in knee osteoarthritis to support a pilot intervention in her target population. The two met, saw potential benefits to both organizations in forming a partnership, and agreed to undertake a one-year
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TEAM MEMBERS:
Paul Luis SicilianoBethany L. HornbeckSara HanksSummer L. KuhnAlicia J. ZbehlikAnn L. Chester
Increased emphasis on K-12 engineering education, including the advent and incorporation of NGSS in many curricula, has spurred the need for increased engineering learning opportunities for younger students. This is particularly true for students from underrepresented minority populations or economically disadvantaged schools, who traditionally lag their peers in the pursuit of STEM majors or careers. To address this deficit, we have created the Hk Maker Lab, a summer program for New York City high school students that introduces them to biomedical engineering design. The students learn the
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TEAM MEMBERS:
Aaron Matthew KyleMichael CarapezzaChristine Kovich
resourceresearchGames, Simulations, and Interactives
We describe a game and teachers’ experiences using it in their middle and high school science courses. The game, which is called “Luck of the Draw,” was designed to engage middle, high school, and college students in genetics and encourage critical thinking about issues, such as genetic engineering. We introduced the game to high school science teachers attending a summer workshop and asked them to describe their initial impressions of the game and how they might use it in their classes; later, during the academic year, we asked them whether they used the game in their classrooms and, if so
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TEAM MEMBERS:
Alicia BowerKami L. TsaiCarey S. RyanRebecca AndersonAndrew JametonMaurice Godfrey
To reach its full potential in science, technology, engineering, and mathematics (STEM), the United States must continue to recruit, prepare and maintain a diverse STEM workforce. Much work has been done in this regard. Yet, underrepresentation in STEM fields persists and is especially pronounced for Hispanic STEM professionals. The Hispanic community is the youngest and fastest growing racial/ethnic group in the United States but comprises only seven percent of the STEM workforce. More evidence-based solutions and innovative approaches are required. This project endeavors to address the challenges of underrepresentation in STEM, especially among individuals of Hispanic descent, through an innovative approach. The University of San Diego will design, develop, implement, and test a multilayered STEM learning approach specific to STEM learning and workforce development in STEM fields targeting Hispanic youth. The STEM World of Work project will explore youth STEM identity through three mechanisms: (1) an assessment of their individual interests, strengths, and values, (2) exposure to an array of viable STEM careers, and (3) engagement in rigorous hands-on STEM activities. The project centers on a youth summer STEM enrichment program and a series of follow-up booster sessions delivered during the academic year in informal contexts to promote family engagement. Paramount to this work is the core focus on San Diego's Five Priority Workforce Sectors: Advanced Manufacturing, Information and Communications Technology, Clean Energy, Healthcare, and Biotech. Few, if any, existing projects in the Advancing Informal STEM learning portfolio have explored the potential connections between these five priority workforce sectors, informal STEM learning, and identity among predominately Hispanic youth and families engaged in a year-long, culturally responsive STEM learning and workforce focused program. If successful, the model could provide a template for the facilitation of similar efforts in the future.
The STEM World of Work project will use a mixed-methods, exploratory research design to better understand the variables influencing STEM learning and academic and career choices within the proposed context. The research questions will explore: (1) the impacts of the project on students' engagement, STEM identity, STEM motivation, and academic outcomes, (2) factors that moderate these outcomes, and (3) the impact the model has on influencing youths' personal goals and career choices. Data will be garnered through cross-sectional and longitudinal surveys and reflective focus groups with the students and their parents/guardians. Multivariate analysis of variance, longitudinal modeling, and qualitative analysis will be conducted to analyze and report the data. The findings will be disseminated using a variety of methods and platforms. The broader impacts of the findings and work are expected to extend well beyond the project team, graduate student mentors, project partners, and the estimated 120 middle school students and their families from the predominately Hispanic Chula Vista Community of San Diego who will be directly impacted by the project.
This exploratory pathways project is funded by the Advancing Informal STEM Learning 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:
Perla MyersVitaliy PopovOdesma DalrympleYaoran LiJoi Spencer
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 Change Makers project will establish Food Justice Ambassador corps across three cities in Massachusetts where youth will install, manage and learn the science and technology underlying hydroponics. The project takes a near-peer mentoring approach that empowers high school youth to take the lead in improving ethnic minority and low-income residents' access to healthy produce and to help educate middle school youth regarding the value of fresh produce in one's diet by learning the science of hydroponics. Youth will create story maps to visualize food accessibility in their communities. High school youth will work with their communities to establish hydroponic farms in middle school after-school settings. The food that is grown will be provided to the community through farmers' markets. Youth will share their work with a larger community of urban farmers at the Massachusetts Urban Farming Conference. This project seeks to understand the contribution on youth development by the model's three components: (1) STEM learning embedded in a social justice framework, (2) near-peer mentoring, and (3) youth purpose and career development. This will enable researchers to better understand how the project enables youth to learn STEM skills; apply them to a real life problem; learn the relevance of STEM skills for addressing personal, career aspiration, and social justice issues; develop a sense of purpose and aspirations related to STEM fields; and mentor other youth through the same process. The project will use a mixed-method, multi-site longitudinal study utilizing quantitative surveys, structural equation modeling, and qualitative interviews to study the intersections of the components of the project. As such, the study will address three key questions: 1) How do youth and mentors perceive and experience their roles as participants in the pedagogy? 2) What is the impact of the intervention on youth' sense of purpose, identity, career adaptability, work volition, critical consciousness, school engagement, STEM interests, and STEM intentionality? 3) What is the contribution of relational/mentoring and psychosocial/career adaptability aspects of the youths' contexts on their capacity to benefit from this program and to develop and sustain purpose and engagement in school and STEM? Most urban youth (and adults) have little knowledge of where their food comes from and have limited opportunities to learn how to grow produce as well as develop related skills that can lead to a career in a STEM field. This is particularly disconcerting as 55% of African Americans live inside central cities (90% in metropolitan areas) and over half of all Latino/as live in central cities (United States Census Bureau, 2011). This project entails the recruitment of low-income youth from populations underrepresented in science into a program where social justice concerns (food justice, food security) are illuminated, analyzed, and acted upon through the development of STEM knowledge and skills. Specifically, this project recognizes the potential for urban youth to become deeply knowledgeable citizens who can mobilize their STEM knowledge and skills to resolve social injustices such as food deserts. If successful, this project will provide a model that should be transferable to similar contexts to help broaden participation in STEM.
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TEAM MEMBERS:
George BarnettBelle LiangDavid Blustein
Merging art and science, "Self Reflected" aims to communicate the incredible complexity of the neural signaling in our brains that makes us who we are. The artists, Dr. Greg Dunn and Dr. Brian Edwards, invented a novel technique called reflective microetching to simulate the microscopic behavior of neurons in the viewer’s brain as they observe this work of art. "Self Reflected" is currently on display in the Your Brain exhibit at The Franklin Institute in Philadelphia. This summative evaluation study explores museum visitors’ behavior, reactions, and learning outcomes as they interact with
This is the final report from the external evaluator of the project that created MedLab, an interactive learning experiences for Chicago area middle and high school students. This external evaluator's final report summarizes the outcomes and impacts of the five-year (2012-2017) funding compared to project objectives. The aim of the project was to use in person and online curricula, including a humanoid patient simulator (iStan®), to build interest in and knowledge of health sciences and health careers, with a particular focus on local community health concerns. An additional goal was to
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TEAM MEMBERS:
Christina Shane-SimpsonJohn FraserSusan HannahKin KongPatricia WardRabiah Mayas
There is broad consensus in the international scientific community that the world is facing a biodiversity crisis — the accelerated loss of life on Earth brought about by human activity. Threats to biodiversity have been variously classified by different authors (Diamond 1989, Laverty and Sterling 2004, Brook et al. 2008), but typically include ecosystem loss and fragmentation, unsustainable use, invasive species, pollution, and climate change. Across the globe, traditional and indigenous cultures are affected by many of the same threats affecting biological diversity, including the
The lack of diversity in the clinician-scientist workforce is a “very serious concern to the NIH” and to health care professions. Current efforts to broaden participation in STEM fields typically target high school and college-age students. Yet, history and national trends suggest that these efforts alone will not result in rapid or significant change because racial and ethnic disparities are already evident by this time. Children are forming career preferences as early as elementary school, a time when they have little exposure to science and STEM career options. The overall vision of this team is to meet the nation’s workforce goal of developing a diverse, clinician-scientist workforce while meeting the nation’s STEM goals. As a step toward this vision, the goal of This Is How We “Role” is to inspire elementary school students towards careers as clinician-scientists by increasing the number of K-4 students with authentic STEM experiences.
This goal will be attained through two specific aims. The focus of Aim 1 is to distribute and evaluate a K-4 afterschool program across the diverse geographic regions of the US, to support the development of a robust and diverse clinician-scientist workforce. Aim 2 is focused on developing the community resources (afterschool program curriculum, informational books and online certificate program) for promoting health science literacy and encouraging careers in biomedical and clinical research for K-4 students from underserved and underrepresented communities. Combined, these aims will enhance opportunities for young children from underserved communities to have authentic STEM experiences by providing culturally responsive, afterschool educational programs which will be delivered by university student and clinician-scientist role models who are diverse in gender, race, and ethnicity.
Books and an online certificate program about health issues impacting people and their animals (i.e. diabetes, tooth decay) will be developed and distributed to children unable to attend afterschool programs. Further, by engaging veterinary programs and students from across the US, along with practicing veterinarians, this program will examine whether the approaches and curriculum developed are effective across the diverse communities and geographic regions that span the country. Elementary school teachers will serve as consultants to ensure that educational materials are consistent with Next Generation Science Standards, and will assist in training university students and clinician-scientists to better communicate the societal impact of their work to the public.
The program will continue to use the successful model of engaging elementary school students in STEM activities by using examples of health conditions that impact both people and their animals. Ultimately, this project will educate, improve the health of, and attract a diverse pool of elementary school students, particularly those from underserved communities, to careers as clinician-scientists.