Findings From the First Large-Scale Panel Survey of Students
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This article discusses the use of standardized tests as the primary tool for assessing school-level growth in student outcomes, despite the emerging importance of social-emotional learning (SEL). It presents results from large-scale surveys of students on SEL constructs, and finds significant differences across schools in SEL growth, with magnitudes of differences similar to those for academic achievement. However, caution is recommended in interpreting measures as causal impacts of schools on SEL, as the goodness of fit of the value-added model was considerably lower for SEL measures.
Evidence from the CORE Districts and the PACE/USC Rossier Poll
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The increase in students opting out of standardized tests is a threat to accurately measuring student achievement. This brief examines the effects of opting out in the CORE districts and models how it could affect accountability measures. More opt-outs could significantly impact some metrics, but the growth measure is largely unaffected. Metrics tracking achievement by cohort are at risk of bias, even with low levels of opting out. Adjusting for characteristics of students who take the tests could be a solution.

A Research Summary and Implications for Practice
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Given the importance of a college degree for both individual and societal economic prosperity, policymakers and educators are focused on strengthening the path to college beyond college entry. In this report, we synthesize the existing literature on four factors key to educational attainment—aspirations and beliefs, academic preparation, knowledge and information, and fortitude and resilience—and the implications of each.
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California Governor Gavin Newsom proposes $10 million to develop a statewide longitudinal data system to track student outcomes and align the education system with workforce needs. The lack of a coherent education database in California is a barrier to fulfilling continuous improvement policy goals. Experts discussed essential questions at a PACE conference in February 2019 to guide the development of a coordinated data system.
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This study examines the impact of target setting for non-academic indicators on school quality ratings in CORE districts' elementary schools. The authors found that non-academic measures of school quality vary over time, are not consistently associated with demographics, and are sensitive to small changes in rating thresholds. The results suggest a need for more research on target setting for non-academic indicators in school quality systems.
Describing Chronically Absent Students, the Schools They Attend, and Implications for Accountability
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In "Absent from School," PACE Executive Director Heather J. Hough analyzes student absenteeism using data from California's CORE districts. She explores the differences in absenteeism rates among students and schools, comparing them to other performance indicators. Dr. Hough also examines how schools' performance on chronic absence metrics corresponds to other accountability measures, highlighting the implications for reporting school-level measures of chronic absenteeism.

Learning from the CORE Data Collaborative
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Effective data use is crucial for continuous improvement, but there is confusion about how it differs from data use for other purposes. This report explains what data are most useful for continuous improvement and presents a case study of how the CORE data collaborative uses a multiple-measures approach to support decision-making.

An IRT Modeling Approach
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This study examines the properties of California's CORE Districts' SEL survey, which measures social-emotional learning in students. The survey was given to over 400,000 students in grades 3-12. The study uses both classical test theory and item response theory frameworks to analyze the data and make recommendations for modeling and scaling SEL survey data. Policy implications are discussed for educators, administrators, policy makers, and other stakeholders.
Practices and Supports Employed in CORE Districts and Schools
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This study explores ten "outlier schools" in California's CORE districts that have strong social-emotional learning outcomes. The brief and infographic summarize the various practices found in these schools and the common implementation challenges faced. The findings offer lessons that can help other schools and districts implement social-emotional learning at scale.
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States and school districts across the U.S. are seeking to expand their definition of student success to include social-emotional learning. The CORE Districts, a collaborative of California districts that has developed a system of school accountability and continuous improvement that includes measures of social-emotional skills based on student self-reports, exemplify this trend. In this case study, we provide an overview of CORE's School Quality Improvement System, which was implemented in the 2015–16 school year across six districts serving roughly one million students.
Changing Mindsets and Empowering Stakeholders to Meaningfully Manage Accountability and Improvement
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The shift towards multiple-measure dashboard accountability has potential for promoting more meaningful learning, but also comes with challenges. Lessons learned from research on CORE Districts show that a shift to flexibility and capacity building efforts has challenges. Oakland Unified School District's approach suggests that districts have agency to modify mindsets by modeling inquiry, openness, and flexibility, giving stakeholders space and authority to manage accountability and improvement.
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The Every Student Succeeds Act (ESSA) allows states to reshape their school accountability systems. One dominant model is the letter-grade system first adopted by Florida, while California is developing a dashboard-style system that encompasses multiple measures such as student attendance and school climate. Former Florida Governor Jeb Bush presents the case for summative ratings, while Heather J. Hough and Michael W. Kirst of PACE stress the importance of multiple measures.
Insights From California’s CORE Waiver Districts
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California's Local Control Funding Formula (LCFF) aims to improve educational equity by providing additional funds to districts with disadvantaged students. Districts are required to engage with their communities and develop Local Control Accountability Plans (LCAPs) to identify priorities and allocate funds. However, there are concerns about the quality of LCAPs, lack of stakeholder involvement, and limited transparency. To improve the effectiveness of LCFF, districts must ensure meaningful stakeholder engagement and use data to guide decision-making.
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The use of social-emotional learning (SEL) and school culture/climate (CC) measures is a promising way to understand school performance. SEL and CC measures are reliable, distinguish between schools, and relate to academic and non-academic measures. They can identify areas for improvement within schools, such as subgroup gaps. Incorporating these measures into higher stakes accountability systems requires further research.

Early Implementation Findings from the CORE Waiver Districts
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The Local Control and Accountability Plan (LCAP) in California and the federal Every Student Succeeds Act (ESSA) encourage local control in school accountability. The CORE waiver districts have implemented an innovative measurement system and supports for school and district improvement, providing an opportunity to learn from the enactment of a system supported by accountability policy in this new era. This report examines the early implementation and effects of the CORE reform and seeks to inform the ongoing efforts within CORE and future accountability policy in other states and districts.
Learning from the CORE Districts' Focus on Measurement, Capacity Building, and Shared Accountability
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California and the US are undergoing a cultural shift in school accountability policies towards locally-determined measures of school performance. Lessons can be learned from the CORE districts, which developed an innovative accountability system, emphasizing support over sanctions, and utilizing multiple measures of school quality. The CORE districts' measurement system and collaboration hold promise for improving local systems, but efforts to build capacity remain a work in progress.

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ESSA allows states to design accountability systems and measures to meet new college and career readiness goals. With the lack of adequate measures, states will need to develop new measures and structures. The CORE Districts in CA, with its innovative accountability system and waivers from No Child Left Behind, is a model for other states. Reports from CORE-PACE highlight the impact of decisions such as subgroup sizes and test score growth on identifying low-performing schools. States can use the district waiver provision to help develop and refine their accountability systems under ESSA.
Multiple measures and the identification of schools under ESSA
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This report examines the Every Student Succeeds Act (ESSA) and how schools can be identified for support and improvement using a multiple measures framework. The authors find that different academic indicators measure different aspects of school performance and suggest that states should be allowed to use multiple measures instead of a summative rating. They also find that non-academic indicators are not given enough weight and suggest a clarification in federal policy.
Comparing Different Student Subgroup Sizes for Accountability
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This policy brief analyzes the implications of using various subgroup sizes for school-level reporting under the ESSA. Data from the CORE Districts shows that a subgroup size of 20+ offers clear advantages in representing historically underserved student populations. The authors also produced a supplementary report comparing subgroup sizes of 20+ and 30+ in response to new ESSA regulations.

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To support policymaker discussions on including chronic absenteeism data in California's accountability system, PACE analyzed the CORE Districts' student chronic absenteeism data. It is feasible to include chronic absence as a measurement using the state's approach for rating school achievement based on outcome and improvement or by simply looking at performance in a given school year.