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Leroux, Audrey J. – Journal of Experimental Education, 2019
This study proposes a new model, termed the multiple membership piecewise growth model (MM-PGM), to handle individual mobility across clusters frequently encountered in longitudinal studies, especially in educational research wherein some students could attend multiple schools during the course of the study. A real data set containing some…
Descriptors: Student Mobility, Longitudinal Studies, Hierarchical Linear Modeling, Grade 1
Albano, Anthony D.; Christ, Theodore J.; Cai, Liuhan – Measurement: Interdisciplinary Research and Perspectives, 2018
Traditional psychometric methods have primarily been developed and applied in the context of high-stakes, large-scale testing. However, these methods are increasingly being used with classroom assessments, including progress monitoring measures where numerous test forms are administered over the course of an academic year. This article provides an…
Descriptors: Progress Monitoring, Hierarchical Linear Modeling, Equated Scores, Raw Scores
Dicke, Theresa; Marsh, Herbert W.; Parker, Philip D.; Pekrun, Reinhard; Guo, Jiesi; Televantou, Ioulia – Journal of Educational Psychology, 2018
School-average achievement is often reported to have positive effects on individual achievement (peer spillover effect). However, it is well established that school-average achievement has negative effects on academic self-concept (big-fish-little-pond effect [BFLPE]) and that academic self-concept and achievement are positively correlated and…
Descriptors: Academic Achievement, Self Concept, Peer Influence, Children
Hooper, Alison – Early Child Development and Care, 2018
There is considerable variation in state policies related to the certification required for teachers in kindergarten and first grade, and relatively little is known about these policies' effects on student learning. This study considers whether children who have kindergarten and first-grade teachers with certification in early childhood education…
Descriptors: Preschool Teachers, Teacher Certification, Kindergarten, Grade 1
Li, Angran; Fischer, Mary J. – Sociology of Education, 2017
This article examines the relationship between parental networks and parental school involvement during the elementary school years. Using a large, nationally representative data set of elementary school students--the Early Childhood Longitudinal Study-Kindergarten Cohort--and contextual data from the 2000 U.S. Census, our multilevel analysis…
Descriptors: Correlation, Social Networks, Network Analysis, Elementary School Students
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
Goldstein, Howard; Ziolkowski, Robyn A.; Bojczyk, Kathryn E.; Marty, Ana; Schneider, Naomi; Harpring, Jayme; Haring, Christa D. – Journal of Speech, Language, and Hearing Research, 2017
Purpose: This study investigated cumulative effects of language learning, specifically whether prior vocabulary knowledge or special education status moderated the effects of academic vocabulary instruction in high-poverty schools. Method: Effects of a supplemental intervention targeting academic vocabulary in first through third grades were…
Descriptors: Language Acquisition, Children, Low Income Groups, Comparative Analysis
Goldstein, Howard; Ziolkowski, Robyn A.; Bojczyk, Katherine E.; Marty, Ana; Schneider, Naomi; Harpring, Jayme; Haring, Christa D. – Grantee Submission, 2017
Purpose: This study investigated cumulative effects of language learning, specifically whether prior vocabulary knowledge or special education status moderated the effects of academic vocabulary instruction in high-poverty schools. Method: Effects of a supplemental intervention targeting academic vocabulary in first through third grades were…
Descriptors: Language Acquisition, Children, Low Income Groups, Comparative Analysis
Park, Sira; Holloway, Susan D. – Journal of Educational Research, 2017
Policymakers view parental involvement (PI) as a crucial component of school reform efforts, but evidence of its effect on student achievement is equivocal. Using the Early Childhood Longitudinal Study-Kindergarten Cohort dataset, we examined the long-term impact on student- and school-level achievement of three types of school-based PI: PI to…
Descriptors: Longitudinal Studies, Parent Participation, Hierarchical Linear Modeling, Reading Achievement
Hooper, Alison – AERA Online Paper Repository, 2016
This study considers whether children who have kindergarten and first grade teachers with certification in early childhood education experience greater gains in reading and math achievement compared to children whose teachers have only elementary education certification. Using data from the Early Childhood Longitudinal Study (ECLS-K), the study…
Descriptors: Preschool Teachers, Elementary School Teachers, Teacher Certification, Early Childhood Education
Youn, Minjong – Early Child Development and Care, 2016
This study employed the concept of teachers' sense of responsibility for students' learning to examine the extent to which the gap in math learning growth is reduced and whether such attitudes can improve children's learning outcomes to a degree that is above and beyond their expected achievement relative to their initial academic skills. Analysis…
Descriptors: Teacher Influence, Teacher Attitudes, Outcomes of Education, Teacher Student Relationship
Jackson, Carla Wood; Schatschneider, Christopher; Leacox, Lindsey – Language, Speech, and Hearing Services in Schools, 2014
Purpose: The authors of this study described developmental trajectories and predicted kindergarten performance of Spanish and English receptive vocabulary acquisition of young Latino/a English language learners (ELLs) from socioeconomically disadvantaged migrant families. In addition, the authors examined the extent to which gender and individual…
Descriptors: Receptive Language, Vocabulary Development, Migrant Children, Spanish
Luo, Wen; Azen, Razia – Journal of Educational and Behavioral Statistics, 2013
Dominance analysis (DA) is a method used to evaluate the relative importance of predictors that was originally proposed for linear regression models. This article proposes an extension of DA that allows researchers to determine the relative importance of predictors in hierarchical linear models (HLM). Commonly used measures of model adequacy in…
Descriptors: Predictor Variables, Hierarchical Linear Modeling, Statistical Analysis, Regression (Statistics)
Huang, Francis L.; Moon, Tonya R.; Boren, Rachel – Reading & Writing Quarterly, 2014
The Matthew effect, where good readers get increasingly better over time compared to relatively lower-ability readers, is an often cited phenomenon in reading research. However, researchers have not always found empirical evidence supporting a Matthew effect. We used hierarchical growth curve modeling to test for the presence of the Matthew effect…
Descriptors: Reading Achievement, Achievement Gains, Achievement Gap, Longitudinal Studies
Mokrova, Irina; Broekhuizen, Martine; Burchinal, Margaret – Society for Research on Educational Effectiveness, 2015
A growing body of research has shown that high quality early care and education (ECE) is positively related to the development of children's social and academic skills (e.g., Barnett, 2011; Lamb & Ahnert, 2006; NICHD ECCRN, 2006). There is evidence that high quality ECE experiences can improve children's levels of social adjustment (Bierman et…
Descriptors: Preschool Education, Early Childhood Education, Educational Quality, Social Development
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