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Katherine E. Castellano; Daniel F. McCaffrey; Joseph A. Martineau – Educational Measurement: Issues and Practice, 2025
Growth-to-standard models evaluate student growth against the growth needed to reach a future standard or target of interest, such as proficiency. A common growth-to-standard model involves comparing the popular Student Growth Percentile (SGP) to Adequate Growth Percentiles (AGPs). AGPs follow from an involved process based on fitting a series of…
Descriptors: Student Evaluation, Growth Models, Student Educational Objectives, Educational Indicators
Cara Kelly; Ana Whitaker; Margaret Burchinal – Society for Research on Educational Effectiveness, 2022
Background: Early care and education (ECE) quality has been a topic of discussion for several decades (Burchinal, 2018; Mashburn et al., 2008; NICHD ECCRN, 2002). The structure-process-child outcomes theory proposes that structural features (e.g., teacher education, class size) of quality predict process quality (e.g., teacher-child interactions),…
Descriptors: Early Childhood Education, Educational Quality, Outcomes of Education, Federal Programs
Jinyong Hahn; John D. Singleton; Nese Yildiz – Annenberg Institute for School Reform at Brown University, 2023
Panel or grouped data are often used to allow for unobserved individual heterogeneity in econometric models via fixed effects. In this paper, we discuss identification of a panel data model in which the unobserved heterogeneity both enters additively and interacts with treatment variables. We present identification and estimation methods for…
Descriptors: Teacher Effectiveness, Models, Computation, Statistical Analysis
UnidosUS, 2023
Since the COVID-19 pandemic shut down public school buildings across the United States in early 2020, research on academic indicators has documented disproportionate--and potentially long-lasting--impacts on Latino students. This report examines several strategies and practices that have tremendous promise for accelerating Latino students'…
Descriptors: Hispanic American Students, COVID-19, Pandemics, Outcomes of Education
Cahalan, Margaret W.; Addison, Marisha; Brunt, Nicole; Patel, Pooja R.; Vaughan, Terry, III; Genao, Alysia; Perna, Laura W. – Pell Institute for the Study of Opportunity in Higher Education, 2022
In 2004 and 2005, the Pell Institute for the Study of Opportunity in Higher Education (Pell Institute), sponsored by the Council for Opportunity in Education (COE), published two editions of "Indicators of Opportunity in Higher Education." In 2015, the commitment to documenting trends in higher education equity was renewed by publishing…
Descriptors: Educational Indicators, Higher Education, Equal Education, Educational Trends
Cahalan, Margaret W.; Addison, Marisha; Brunt, Nicole; Patel, Pooja R.; Perna, Laura W. – Pell Institute for the Study of Opportunity in Higher Education, 2021
This report, the seventh in this series, brings together again in partnership the Pell Institute with the Alliance for Higher Education and Democracy of the University of Pennsylvania (PennAHEAD). These reports draw from multiple sources of existing data to provide, in one place, indicators that describe trends in equity in postsecondary…
Descriptors: Equal Education, Higher Education, Educational Trends, Enrollment