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Keller, Bryan; Tipton, Elizabeth – Journal of Educational and Behavioral Statistics, 2016
In this article, we review four software packages for implementing propensity score analysis in R: "Matching, MatchIt, PSAgraphics," and "twang." After briefly discussing essential elements for propensity score analysis, we apply each package to a data set from the Early Childhood Longitudinal Study in order to estimate the…
Descriptors: Computer Software, Probability, Statistical Analysis, Longitudinal Studies
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Sun, Shuyan; Pan, Wei – International Journal of Research & Method in Education, 2014
As applications of multilevel modelling in educational research increase, researchers realize that multilevel data collected in many educational settings are often not purely nested. The most common multilevel non-nested data structure is one that involves student mobility in longitudinal studies. This article provides a methodological review of…
Descriptors: Statistical Analysis, Hierarchical Linear Modeling, Longitudinal Studies, Educational Research
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Mulligan, Gail M.; McCarroll, Jill Carlivati; Flanagan, Kristin Denton; McPhee, Cameron – National Center for Education Statistics, 2019
The Early Childhood Longitudinal Study, Kindergarten Class of 2010-11 (ECLS-K:2011) is the third in a series of longitudinal studies of young children conducted by the National Center for Education Statistics (NCES), within the U.S. Department of Education's Institute of Education Sciences. The ECLS-K:2011 collected information about the early…
Descriptors: Children, Longitudinal Studies, Surveys, Outcomes of Education
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Paino, Maria; Renzulli, Linda A. – Sociology of Education, 2013
We update theories of teacher expectancy and cultural capital by linking them to discussions of technology. We argue for broadening the span of culturally important forms of capital by including the digital dimension of cultural capital. Based on data from the third-grade and fifth-grade waves of the Early Childhood Longitudinal…
Descriptors: Educational Change, Cultural Capital, Grade 5, Computers
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Melnick, Steven A.; Witmer, Judith T.; Strickland, Martha J. – Arts Education Policy Review, 2011
In recent years, an increasing number of studies have suggested connections among cognition, social and emotional development, and the arts. Some of this research indicates that students in schools where the arts are an integral part of the academic program tend to have an academic advantage over students for whom that is not the case. This study…
Descriptors: Art Education, Reading Achievement, Mathematics Achievement, Grade 5
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Martinez, Jose Felipe; Stecher, Brian; Borko, Hilda – Educational Assessment, 2009
In this study we use data from the Early Childhood Longitudinal Survey third- and fifth-grade samples to investigate teacher judgments of student achievement, the extent to which they offer a similar picture of student mathematics achievement compared to standardized test scores, and whether classroom assessment practices moderate the relationship…
Descriptors: Mathematics Achievement, Standardized Tests, Grade 5, Student Evaluation
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Minor, Elizabeth Covay; Desimone, Laura M.; Phillips, Kristie J. R.; Spencer, Kailey – American Journal of Education, 2015
In this study, we use the US nationally representative Early Childhood Longitudinal Study-Kindergarten Cohort to examine inequalities in opportunities to learn mathematics. Specifically, we examine the characteristics of US students' elementary school math teachers and the instruction they provide. While our findings are consistent with previous…
Descriptors: Early Childhood Education, Longitudinal Studies, Cohort Analysis, Mathematics Education
Atkins-Burnett, Sally; Meisels, Samuel J. – National Center for Education Statistics, 2001
This paper will review several important constructs in the area of social and emotional development of children in grades 2-5. The importance of social and emotional development has become increasingly evident in light of new research on the brain and the development of programs to prevent social and behavioral disorders in youth. This review will…
Descriptors: Social Development, Emotional Development, Elementary School Students, Grade 2