Identity development frameworks provide insight into why and to what extent individuals engage in STEM related activities. While studies of “STEM identity” often build off previously validated disciplinary and/or science identity frameworks, quantitative analyses of constructs that specifically measure STEM identity and its antecedents are scarce, making it challenging for researchers or practitioners to apply a measurement-based perspective of participation in opportunities billed as “STEM.” In this study, we tested two expanded structural equation models of STEM identity development
An individual's sense of themselves as a “STEM person” is largely formed through recognition feedback. Unfortunately, for many minoritized individuals who engage in STEM (science, technology, engineering, and mathematics) in formal and informal spaces, this recognition often adheres to long-standing exclusionary expectations of what STEM participation entails and institutionalized stereotypes of what it means to be a STEM person. However, caregivers, who necessarily share cultural backgrounds, norms, and values with their children, can play an important role in recognizing their children's
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TEAM MEMBERS:
Heidi CianRemy DouSheila CastroElizabeth Palma-D'souzaAlexandra Martinez
In July 2020, Dr. Brigid Barron and her team at Stanford University’s Graduate School of Education and the Joan Ganz Cooney Center convened a virtual workshop to mobilize a community of investigators to explore innovative methods for studying family and community learning during the pandemic. Participants included NSF RAPID-COVID grantees from Stanford University, University of Washington, and the University of Michigan.
This report summarizes the strategies and insights generated at this workshop so that they may be shared among a wider network of researchers, practitioners, funders, and
This award is funded in part under the American Rescue Plan Act of 2021 (Public Law 117-2).
It has been well documented that under-resourced Latinx communities face persistent barriers to accessing quality STEM education and STEM careers, particularly in the field of engineering. For young children and their families from these communities, the development of executive function skills offers promising pathways to support educational success and prepare children to engage with STEM practices and content. Executive function skills, such as focusing attention, retaining information, and managing emotions are critical for children’s development and long-term success, and have been identified as central to engagement with STEM practices and content, whether in or out of school. However, much of the work on development of executive function skills to date has been conducted with White, middle-class children and has largely ignored the knowledge, values, or perspectives of other communities, including Latinx families. Similar gaps also exist in attention to culturally responsive approaches to using family-based STEM activities to support executive function skills. Taken together, there is a critical need to work with Latinx communities to re-imagine the intersection of STEM learning and executive function skills using equity-based frameworks. This Pilot and Feasibility project will develop and test a new participatory, dialogic method that leverages informal family engineering activities to support the development of executive function skills for preschool-age children from Latinx families. The combination of this proposal’s unique engagement of parents as research partners with the study of engineering and executive functions could lay the foundation for a promising program of future equity-focused research.
Three research questions will guide the study: 1) What knowledge, assets, and practices already exist within Latinx families related to these executive function skills? 2) What aspects of executive function skills can be supported through informal family engineering activities? and 3) What are promising design strategies for adapting informal family engineering activities to highlight family assets and support executive function skills for young children? To address these questions, the project team will engage Latinx parents in a dialogue series in which parents are central collaborators, sharing their in-depth perspectives and partnering with researchers to develop conceptual frameworks and new approaches. Data generated through these ongoing discussions will be analyzed using (a) qualitative, participatory approaches, including iterative co-development and refinement of emergent themes with parents, (b) detailed inductive coding of parent dialogue group discussions using grounded theory techniques, and (c) retrospective analysis at the end of the project. The parent dialogue series will be supported by a systematic literature review examining the intersections between engineering design, executive function, and the strengths and assets within Latinx families. The results of the exploratory research will include a (1) conceptual framework co-developed with parents that highlights promising opportunities and design strategies for using family engineering design activities to support executive function skills for preschool-age children from Latinx families and (2) research agenda outlining questions and priorities for future work that reflect the goals and interests of this community. Aligned with project’s equity approach, the team will work collaboratively with project partners and families for dissemination, focusing on amplifying community voices, sharing challenges and successes, and supporting improvements in the local community. Results will also be broadly shared with educators and researchers to advance knowledge and promote new equitable approaches to collaborating with parents from Latinx communities.
This Pilots and Feasibility project is funded by the Advancing Informal STEM Learning (AISL) program.
For both parents and educators, monitoring and adjusting their behaviors to ensure that children develop appropriate prosocial and learning behaviors is a complex balance between nurturance and limit setting. When these interactions are strained, negative or coercive cycles may emerge that delay appropriate development and exacerbate existing impairment. To disrupt the development of coercive cycles, adults must have the ability to accurately assess the quality of their interactions with children and integrate this information into personal change. Approaches to measuring these types of interactions will inform what we know about the mechanisms of child social, emotional, and learning development in STEM learning settings, and enable the creation of adaptive interventions for those moments when support is most needed. This project envisions a closed-loop intervention framework to promote a supportive and interactive environment around children. Smart wearables will sense interaction and responses between the children and their parents or educators, using embedded machine learning technology to recognize supportive behaviors. The perceived behaviors will be sent to a cloud server where adaptive interaction strategies will be identified from either online psychological consultation or artificial intelligence. These interaction strategies will then be provided to the parents and educators in the form of guidance cues to promote a supportive STEM learning environment around the children.
This planning project aims to understand the barriers and critical problems in the implementation of smart technology and psychological strategies to support adult-child interactions in STEM learning settings. The work will proceed by convening key stakeholders (parent organizations, formal educational institutions, and informal educational institutions) in a series of iterative discussions to produce a set of adult-child behavioral targets that are essential to children’s development of social, emotional, and learning skills. Further discussions will then identify mechanisms to enhance these behaviors, and reduce competing, less effective approaches. Qualitative thematic analysis of the discussions will be used to capture these behaviors and mechanisms. Then technologies will be developed to measure, provide feedback on, and improve these behaviors. These devices will be piloted with adult-child dyads. Audiovisual data collected by the devices will be human coded as well as processed by algorithms to vet the technological capacity of the devices to detect and respond to targeted behaviors. A series of debriefing interviews and surveys with adult-child dyads will be used to determine the feasibility, acceptability, and utility of the devices. The collected preliminary data will support the forming of critical technological and social science research questions that co-inform one another: questions about the social engagement between adults and children will drive the technical research, and what can be discovered via the technological research will open up new questions that can be posed about social engagement between children and adults. Adult-child interactions are key social factors that integrate to produce student social, emotional, and academic outcomes. Within our informal educational communities, our formal educational communities, and our familial communities it is essential to find the best mechanisms for measuring, providing feedback, and improving these interactions. This work thus seeks to advance a new approach to, and evidence-based understanding of, the development of STEM learning. This Smart and Connected Communities project is also supported by the Advancing Informal STEM Learning program, which seeks to (a) advance new approaches to and evidence-based understanding of the design and development of STEM learning in informal environments; (b) provide multiple pathways for broadening access to and engagement in STEM learning experiences; (c) advance innovative research on and assessment of STEM learning in informal environments; and (d) engage the public of all ages in learning STEM in informal environments.
Awareness of a STEM discipline is a complex construct to operationalize; a learner’s awareness of a discipline is sometimes viewed through the lens of personal identity, use of relevant discourse, or knowledge of career pathways. This research proposes defining engineering awareness through a learner’s associations with engineering practices - fundamental processes involved in engineering such as identifying criteria and constraints, testing designs, diagnosing issues and assessing goal completion. In this study, a learner’s engineering awareness was determined by examining 1) their ability to
This document provides a brief story about how the Designing our Tomorrow team explored some of their questions about exhibit features by using the C-PIECE Framework: Framework of Collaborative Practices at Interactive Engineering Challenge Exhibits.
This exploratory line of inquiry looked at relationships between exhibit features and visitor groups’ Informed engineering design practices. This brief includes an Introduction, Methods and Findings, Summary, and Implications.
This exploratory line of inquiry was conducted to inform the development of the Designing our Tomorrow exhibit and
This paper provides detailed descriptions of the goals, theoretical perspectives, context, and methods used in A study of collaborative practices at interactive engineering challenge exhibits (the C-PIECE Study), the first of two studies in the Designing Our Tomorrow (DOT) research program. The C-PIECE Study supported foundational and exploratory lines of inquiry related to engineering practices used by families engaging with design challenge exhibits. This paper describes the study background and methods as an anchor to four other products that detail these four specific lines of inquiry and
The purpose of this research was to explore associations between engineering practices included in the C-PIECE framework. In this work, we took particular interest in practices under the Defining a Problem proficiency. Practices under Defining a Problem have great potential to influence the entire exhibit interaction and early observations indicated that visitor groups did not engage frequently in these practices at the informed level, therefore they were seen as an opportunity ripe for study. Through observations, interviews, and video analysis, the DOT research team investigated the
In this paper, our collaborative project team shares design principles and lessons learned from research for designing an app to support families’ joint engagement with media and promote powerful shared learning experiences. We provide a rationale, based on research literature, for why a second-screen app in particular addresses our project goals. In addition, we describe the Splash and Bubbles for Parents app components as well as the co-design process and design-based research studies conducted to inform its design and development. Finally, our team offers design principles grounded in
The goal of this NSF-funded RAPID research project was to advance understanding of how children’s science podcasts can provide families with information to help ease children’s worries during a pandemic by increasing children’s understanding of pandemic-related science concepts and supporting pandemic-related family conversations. Our research was guided by the following questions:
1. How and to what extent do Brains On!’s coronavirus-based episodes help children and their families understand and talk about science-related pandemic topics?
2. What kinds of conversations are
This report, prepared for The Jim Henson Company, shares findings of a sub-study investigating the types of support parents and caregivers need when navigating and using the second-screen Splash and Bubbles for Parents app. This study originated from a prior field study finding indicating families would benefit from support around the app since it represents a new kind of digital tool. In partnership with local Public Broadcasting Service (PBS) stations, we provided parents and caregivers more detailed support around the features of the app. Based on survey and interview findings, parents and