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Candice Bocala; Maxwell Yurkofsky – Journal of Educational Change, 2025
Continuous improvement (CI) methods are growing in popularity around the world as approaches to leadership and educational change. There has been particular interest in using CI methods such as collaborative data inquiry to address racial inequities in schools. But these 'wicked' problems are, in many ways, more complex and uncertain than the…
Descriptors: Equal Education, Racism, Data Use, Educational Change
Knips, Andrew; Lopez, Sonya; Savoy, Michael; LaParo, Kendall – ASCD, 2022
Building a better data culture can be the path to better results and greater equity in schools. But what do we mean by data? Your students are not just statistics. They aren't simply a set of numbers or faceless dots on a proficiency scale. They are vibrant collections of experiences, thoughts, perspectives, emotions, wants, and dreams. And taken…
Descriptors: Equal Education, Data Use, Data Collection, Data Analysis
Ginger Elliott-Teague – Center for IDEA Early Childhood Data Systems (DaSy), 2025
Linking and integrating data from different data systems can help U.S. states, territories, and other entities answer critical questions about children and families, their needs, and experiences with IDEA services and supports. The 2021 State of the States Survey provides information about how Part C early intervention (EI) programs and Part B 619…
Descriptors: Early Childhood Education, Early Intervention, Equal Education, Federal Legislation
Alan Cook – ProQuest LLC, 2023
Collecting data for the purpose of decision making has become an integral part of the landscape of education in the United States over the past decade. Many educators are swamped with such an overwhelming amount of information that it can be difficult to sort and analyze, leaving them floundering under wave after wave of data. The SWIS facilitator…
Descriptors: Data Collection, Data Use, Decision Making, Facilitators (Individuals)
Rebecca Croxton; Bradley Coverdale; Amy Svirsky – Assessment Update, 2024
The Grand Challenges for Assessment in Higher Education project is a collaborative effort of 10 endorsing organizations and over 400 volunteers to increase the extent to which assessment (1) supports equity; (2) is visible, actionable, and drives innovation; and (3) guides rapid improvements in pedagogy (Singer-Freeman and Robinson 2020). Several…
Descriptors: Data, Visualization, Data Use, Educational Assessment
Jessica Arnold; Julie Webb – WestEd, 2024
While there are many different types of education data, policymakers and education leaders often place heavy emphasis on data from large-scale quantitative measures, such as annual state assessments. But data from these sources alone do not provide a complete picture of learning and are often not well suited to informing improvements at the local…
Descriptors: Data Use, Measurement, Educational Improvement, Outcomes of Education
Colorado, Jessica; Klein, Carrie; Whitfield, Christina – State Higher Education Executive Officers, 2023
State postsecondary education data systems are vital assets for policymakers, researchers, and the public. The State Higher Education Executive Officers Association's (SHEEO) Communities of Practice project builds upon SHEEO's efforts to measure the capacity and effective use of state postsecondary data systems and provides states with…
Descriptors: Communities of Practice, Equal Education, Educational Opportunities, Data Use
Sally Boyd; Melissa Denzler; Mengnan Li; Rachel Bolstad – New Zealand Council for Educational Research, 2025
This report presents a summary of results from a 2024 survey of School Boards, developed by NZCER in collaboration with Te Whakaroputanga Kaitiaki Kura o Aotearoa--New Zealand School Boards' Association, and with assistance from the Kokirihia Collective. NZCER plans to use the findings to inform the school professional learning and development…
Descriptors: Foreign Countries, Boards of Education, Equal Education, Evaluation
Denisa Gándara; Hadis Anahideh; Matthew P. Ison; Lorenzo Picchiarini – AERA Open, 2024
Colleges and universities are increasingly turning to algorithms that predict college-student success to inform various decisions, including those related to admissions, budgeting, and student-success interventions. Because predictive algorithms rely on historical data, they capture societal injustices, including racism. In this study, we examine…
Descriptors: Algorithms, Social Bias, Minority Groups, Equal Education
Denisa Gándara; Hadis Anahideh; Matthew P. Ison; Lorenzo Picchiarini – Grantee Submission, 2024
Colleges and universities are increasingly turning to algorithms that predict college-student success to inform various decisions, including those related to admissions, budgeting, and student-success interventions. Because predictive algorithms rely on historical data, they capture societal injustices, including racism. In this study, we examine…
Descriptors: Algorithms, Social Bias, Minority Groups, Equal Education
Dodman, Stephanie L.; DeMulder, Elizabeth K.; View, Jenice L.; Stribling, Stacia M.; Brusseau, Rebecca – Journal of Educational Change, 2023
In current contexts of education, educators are tasked with using data, most often without any critical preparation to do so. In this way, data are presented as objective measures of student progress and participation in school without consideration of the systemic and structural influences on that progress and participation. This article reports…
Descriptors: Data Use, Decision Making, Equal Education, Educational Change
Julie Fitz; Julie Woods; Naomi Duran; Jennifer McCombs – Learning Policy Institute, 2025
Student participation in summer programming can be an effective way to address students' academic and developmental needs. When well implemented and well attended, summer enrichment programs, academic programs, and employment programs have demonstrated positive outcomes for youth in areas related to program content, including academic achievement…
Descriptors: Summer Programs, Educational Opportunities, Educational Quality, Regional Characteristics
Julie Fitz; Julie Woods; Naomi Duran; Jennifer McCombs – Learning Policy Institute, 2025
As federal funding for summer learning as a pandemic recovery strategy phases out, state governments face decisions about their future role in supporting students' access to quality summer learning opportunities. This brief is based on the full report, "How States Are Expanding Quality Summer Learning Opportunities," and summarizes…
Descriptors: Summer Programs, Educational Opportunities, Educational Quality, Regional Characteristics
Ginger Elliott-Teague; Shilan Wooten – Center for IDEA Early Childhood Data Systems (DaSy), 2025
High-quality state early intervention (IDEA Part C) data systems enable state staff to use data to improve their programs and results for children and families. The 2021 State of the States Survey data indicate that most early intervention (EI) programs had state data systems with essential child-level data elements, including child outcomes. In…
Descriptors: Equal Education, Educational Legislation, Federal Legislation, Students with Disabilities
Samantha R. Bradley – ProQuest LLC, 2024
Institutional researchers are acutely aware of the systemic inequities pervasive throughout higher education in the United States because the data that we collect, analyze, visualize, and disseminate quantifies and reveals them. As calls for addressing issues of equity have intensified across campuses, the question of how institutional research…
Descriptors: Institutional Research, Institutional Evaluation, Visual Aids, Design

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