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In this article, we investigate the community-driven science happening organically in elite athletics as a means of engaging a community of learners--collegiate athletes, many of whom come from underrepresented groups--in STEM. We aim to recognize the data literacy practices inherent in sports play and to explore the potential of "critical data literacy practices" for enabling athletes to leverage data science as a means of addressing systemic racial, equity, and justice issues inherent in sports institutions. We leverage research on critical data literacies as a lens to present case studies of three athletes at an NCAA Division 1 university spanning three different sports. We focus on athletes' experiences as they engage in critical data literacy practices and the ways they welcome, adapt, resist, and critique such engagements. Our findings indicate ways in which athletes (1) readily accept data practices espoused by their coaches and sport, (2) critique and intentionally disengage from such practices, and (3) develop their own new data productions. In order to support community-driven science, our findings point to the critical role of athletics' organizations in promoting athletes' access to, as well as engagement and agency with data practices on their teams.

Supporting youths' STEM dispositions takes an entire community of adults, yet we must understand the dispositions that adults bring to such community efforts, ways they influence youths' learning and are shaped by the community. In this paper, we examine a sociotechnical system called Science Everywhere, which invited the broader community to interact with science learning experiences youths shared across home, school, and community settings. Integrating frameworks for disposition and asset-based community development, we present a case study of four focal adults within Science Everywhere embedded in one neighborhood. We make the case for a relational perspective of disposition development that leverages community members' science and relational assets to foster dynamic, community-specific learning opportunities for youths, particularly those from resource-constrained communities.

This paper argues for a re-examination of the nature and goals of broad computing education initiatives. Instead of starting with specific values or goals, we instead begin by considering various desired endpoints of computing instruction and then work backward to reason about what form learning activities might take and what are the underlying values and principles that support learners in reaching these endpoints. The result of this exercise is a push for rethinking the form of contemporary computing education with an eye toward more diverse, equitable and meaningful endpoints. With a focus on the role that constructionist-focused pedagogies and designs can play in supporting these endpoints, we examine four distinct cases and the endpoints they support. This paper is not intended to encompass all the possible alternate endpoints for computer science education; rather, this work seeks to start a conversation around the nature of and need for alternate endpoints, as a means to re-evaluate the current tools and curricula to prepare learners for a future of active and empowered computing-literate citizens.

This article examines community-driven adult environmental learning in a volunteer watershed stewards program. We look for evidence of elements that portray steps toward "concientización"--the process of individuals and communities directing their own learning in nonhierarchical ways. Leveraging two theories from the learning sciences and community development research, affinity spaces and the Asset-Based Community Development model, we trace participants' development toward concientización. Data collected through interviews with watershed stewards speaks to parts of these theories that in turn signal elements of concientización. Our findings point to the importance of providing communities with support that is flexible and easy to use for identifying and leveraging the resources in their community. We call for a new framework to understand how to help learners access community-driven environmental learning experiences and supporting resources at opportune times.

In this article, we investigate the community‐driven science happening organically in elite athletics as a means of engaging a community of learners—collegiate athletes, many of whom come from underrepresented groups—in STEM. We aim to recognize the data literacy practices inherent in sports play and to explore the potential of critical data literacy practices for enabling athletes to leverage data science as a means of addressing systemic racial, equity, and justice issues inherent in sports institutions. We leverage research on critical data literacies as a lens to present case studies of three athletes at an NCAA Division 1 university spanning three different sports. We focus on athletes' experiences as they engage in critical data literacy practices and the ways they welcome, adapt, resist, and critique such engagements. Our findings indicate ways in which athletes (1) readily accept data practices espoused by their coaches and sport, (2) critique and intentionally disengage from such practices, and (3) develop their own new data productions. In order to support community‐driven science, our findings point to the critical role of athletics' organizations in promoting athletes' access to, as well as engagement and agency with data practices on their teams. [ABSTRACT FROM AUTHOR]

This paper describes the development of "ScienceKit," a mobile, social media application to promote children's scientific inquiry. We deployed "ScienceKit" in "Kitchen Chemistry" ("KC"), an informal science program where children learn about scientific inquiry through cooking. By iteratively integrating design and implementation, this study highlights the affordances of social media that facilitate children's trajectories of disposition development in science learning. We illuminate how the technological and curricular design decisions made in "ScienceKit" and "KC" constrain or expand the types of data we can collect and the actionable insights about learning we can recognize as both educators and researchers. This study offers suggestions for how information gleaned from social media tools can be employed to strengthen our understanding of "learning in practice," and help educators better recognize the rich actions that learners undertake, which may be easily overlooked in face-to-face situations.

This article provides an overview of several studies in which the authors draw on social media, storytelling, and mobile apps to help children playfully develop their own approaches to science. The authors detail their efforts to strike a balance between the structure needed to promote science learning and the flexibility needed to nurture meaningful experiences. Their findings illustrate the importance of such approaches for promoting learners' scientific dispositions.

We aim to understand how to help young people recognize the value of science in their lives and take initiative to see the world in scientific ways. Our approach has been to design "life-relevant" science-learning programs that engage middle-school learners in science through pursuit of personally meaningful goals. In this paper, we analyze the case studies of two focal learners in the Kitchen Science Investigators life-relevant, science-learning program. Our analysis highlights ways to design life-relevant science-learning programs to help learners connect science to their everyday lives in meaningful ways. Our findings point to the ways in which learners' dispositions develop, which have implications for the design of programming and learning environments to promote the development of scientific dispositions.

This article examines community-driven adult environmental learning in a volunteer watershed stewards program. We look for evidence of elements that portray steps toward "concientización"—the process of individuals and communities directing their own learning in nonhierarchical ways. Leveraging two theories from the learning sciences and community development research, affinity spaces and the Asset-Based Community Development model, we trace participants' development toward concientización. Data collected through interviews with watershed stewards speaks to parts of these theories that in turn signal elements of concientización. Our findings point to the importance of providing communities with support that is flexible and easy to use for identifying and leveraging the resources in their community. We call for a new framework to understand how to help learners access community-driven environmental learning experiences and supporting resources at opportune times. [ABSTRACT FROM AUTHOR]