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  1. IntroductionThis study was undertaken to explore the potential of developing a working theory of improvement for creating a more equitable system of science education at the level of a US state. We ask: How can tools from a long-term research-practice partnership support a state team in initiating improvement research toward promoting a more equitable system of science education? MethodsThis design study took place in winter 2024 in a single state. External partners supported leaders of a single state in the US Northeast to support a process of articulating aims, specifying primary and secondary drivers, and identifying change strategies to promote a more equitable system of science education in the state, grounded in the vision ofA Framework for K-12 Science Education(National Research Council, 2012). In this paper, we rely on descriptive analyses of joint meetings and a focus group with state leaders describe the tools supporting the process of development, the team’s use of the tools to generate an early draft of the Driver Diagram, and issues surfaced while developing it with a team of interest holders in the state. ResultsTwo meanings of equity emerged as significant within the series of meetings: that of the importance of universal access to professional learning and the importance of students having opportunities to experience culturally relevant instruction. The issues surfaced highlighted the need for infrastructures for professional learning to reach a diverse group of interest holders in science, including teachers, school leaders, and district leaders across the state. They also saw curriculum materials that connect to students’ everyday lives and community priorities as key drivers for equitable change in the system, around which professional learning activities should be organized. The team also surfaced several policy changes needed to implement change strategies, only some of which team members felt they had some authority. DiscussionWhere past researchers have observed that equity can disappear as a focus during implementation of reforms, this study found that developing an aim statement and driver diagram helped energize and refocus a team’s implementation efforts geared toward a vision for science teaching and learning that is focused on ensuring all students can engage in meaningful science learning that is culturally and locally relevant to them. 
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    Free, publicly-accessible full text available January 30, 2026
  2. ABSTRACT The implementation of equity‐oriented reforms is never simply a technical matter: it involves directly engaging with the norms and politics responsible for reproducing inequitable opportunities and outcomes, and with efforts to promote educational justice. To date, there has been little research on how leaders in science education navigate the political environments of schooling to engage in equity work in their local contexts. The current political divisions within and among states regarding teaching about racial equity provide an important and timely context for such study. This study examines equity projects that science education leaders engage in and how these relate to recently passed legislation in several states regarding teaching about race and its ongoing role in shaping American society and institutions. It relies on survey data from science education leaders in 33 states, focusing on their familiarity with and involvement in different kinds of equity projects in science education, along with their perceptions of what supports and what hinders their equity‐focused work. Employing a mixed methods approach, including descriptive analysis, hierarchical linear modeling, and thematic analysis, we found that engagement in equity projects varied widely across and within states. However, in states with laws promoting equity, leaders were engaged in more racial equity‐related projects than in states with legislation that restrict discussion of matters of race, so‐called “gag orders”. These findings underscore the significance of the broader political environments in shaping science education leadership and present opportunities for researchers in the field to support leaders in navigating them. 
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    Free, publicly-accessible full text available March 1, 2026
  3. Free, publicly-accessible full text available June 10, 2026
  4. This study examined the ways in which an equity analytics tool — the SEET system — supported middle school science teachers’ reflections on the experiences of diverse students in their classrooms. The tool provides teachers with “equity visualizations” — disaggregated classroom data by gender and race/ethnicity — designed to support teachers to notice and reflect on inequitable patterns in student participation in classroom knowledge-building activities, as well as “whole class visualizations” that enable teachers to look at participation patterns. The visualizations were based on survey data collected from students reflecting on the day’s lessons, responding to questions aligned with three theoretical constructs indicative of equitable participation in science classrooms: coherence, relevance, and contribution. The study involved 42 teachers, divided into two cohorts, participating in a two-month professional learning series. Diary studies and semi-structured interviews were used to probe teachers’ perceptions of the visualizations’ usability, usefulness, and utility for supporting their reflections on student experiences and instructional practices. A key result is that only the “equity visualizations” prompted teacher reflections on diverse student experiences. However, despite the support equity visualizations provided for this core task, the teachers consistently ranked the whole class visualizations as more usable and useful. 
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  5. This article describes a cycle of teacher collaborative inquiry called the Student Experience Improvement Cycle (SEIC). The SEIC is a novel form of assessment: It focuses on supporting teachers in using evidence of the quality of student experience formatively to make the classroom more equitable. The SEIC begins by setting a goal for improvement in one of three aspects of student experience: coherence, relevance, and contribution. Then teachers review, adapt, and test research-based strategies for improving the quality of student experience overall and for students from systemically marginalized groups and communities. The article presents examples of improvement goals teachers set and the strat- egies they tried as part of one inquiry cycle. It also provides examples of survey items used to elicit student experience. 
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