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Park, Sunyoung; Natasha Beretvas, S. – Journal of Experimental Education, 2021
When selecting a multilevel model to fit to a dataset, it is important to choose both a model that best matches characteristics of the data's structure, but also to include the appropriate fixed and random effects parameters. For example, when researchers analyze clustered data (e.g., students nested within schools), the multilevel model can be…
Descriptors: Hierarchical Linear Modeling, Statistical Significance, Multivariate Analysis, Monte Carlo Methods
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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
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Hong, Yihua; Hong, Guanglei – AERA Open, 2021
This study is focused on the threat of retention associated with test-based promotion in Grade 3. Through analyzing the Early Childhood Longitudinal Study Kindergarten Class of 1998-1999 data, we found that schools having such a policy apparently increased math instructional time but not reading instructional time in Grade 3. On average, the…
Descriptors: Student Promotion, Tests, Time on Task, Grade 3
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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
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Robbers, Eric; Donche, Vincent; De Maeyer, Sven; Van Petegem, Peter – Research Papers in Education, 2018
Research shows that learning conceptions are susceptible to change during possible critical transitions in students' school careers: such as the transition from primary to secondary education and the transition from secondary to higher education. This study aims to determine whether students' learning conceptions developed during the four years of…
Descriptors: Elementary School Students, Secondary School Students, Longitudinal Studies, Change
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Frey, Karin S.; Higheagle Strong, Zoe; Onyewuenyi, Adaurennaya C. – Journal of Educational Psychology, 2017
Theory and research using a social-information processing framework indicate that reward-focused (proactive) aggression has different social consequences than defense-focused (reactive) aggression. Students use norms that identify expected and socially approved behaviors as guides to their own actions. Differences in social-cognitive processing…
Descriptors: Aggression, Behavior Standards, Social Behavior, Beliefs
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Schmid, Christine; Trendtel, Matthias; Bruneforth, Michael; Hartig, Johannes – School Effectiveness and School Improvement, 2020
In 2005, the Austrian government committed all schools to develop school policies supporting the learning of their students. One purpose of the paper is to seek evidence for the effectiveness of this governmental action. A second purpose is to suggest a special kind of multilevel model which can be applied to longitudinal data at the school level…
Descriptors: Foreign Countries, Elementary Schools, Government School Relationship, Educational Improvement
Choi, Kilchan; Kim, Jinok – Journal of Educational and Behavioral Statistics, 2019
This article proposes a latent variable regression four-level hierarchical model (LVR-HM4) that uses a fully Bayesian approach. Using multisite multiple-cohort longitudinal data, for example, annual assessment scores over grades for students who are nested within cohorts within schools, the LVR-HM4 attempts to simultaneously model two types of…
Descriptors: Regression (Statistics), Hierarchical Linear Modeling, Longitudinal Studies, Cohort Analysis
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Tymms, Peter; Merrell, Christine; Bailey, Katharine – School Effectiveness and School Improvement, 2018
This paper investigates the impact of effective schooling in the 1st year of elementary school on later academic outcomes and equal educational opportunity. A large longitudinal dataset from England was used to estimate the importance of the 1st year of elementary school for academic outcomes up to age 16. Multilevel models, controlling for…
Descriptors: Instructional Effectiveness, Elementary Education, Academic Achievement, Secondary Education
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Muijselaar, Marloes M. L. – Scientific Studies of Reading, 2018
We investigated the dimensionality of inference making in samples of 4- to 9-year-olds (Ns = 416-783) to determine if local and global coherence inferences could be distinguished. In addition, we examined the validity of our experimenter-developed inference measure by comparing with three additional measures of listening comprehension. Multitrait,…
Descriptors: Inferences, Thinking Skills, Young Children, Listening Comprehension
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Holahan, John M.; Ferrer, Emilio; Shaywitz, Bennett A.; Rock, Donald A.; Kirsch, Irwin S.; Yamamoto, Kentaro; Michaels, Reissa; Marchione, Karen E.; Shaywitz, Sally E. – Journal of Psychoeducational Assessment, 2018
We systematically assessed the relationships between growth of four components of verbal ability--Information, Similarities, Vocabulary, and Comprehension subtests of the Wechsler Intelligence Scale-Revised--and longitudinal growth from Grades 1 to 9 of the Woodcock-Johnson Psycho-Educational Battery Passage Comprehension subtest while controlling…
Descriptors: Student Development, Reading Achievement, Reading Comprehension, Verbal Ability
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Hornstra, Lisette; van der Veen, Ineke; Peetsma, Thea – High Ability Studies, 2017
This study focused on effects of high-ability programs on students' achievement emotions, i.e. emotions that students experience that are associated with achievement activities. Participants were students in grade 4-6 of primary education: 218 students attended full-time high-ability programs, 245 attended part-time high-ability programs (i.e.…
Descriptors: Psychological Patterns, Elementary School Students, Special Education, Gifted
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Gage, Nicholas A.; Adamson, Reesha; MacSuga-Gage, Ashley S.; Lewis, Timothy J. – Behavioral Disorders, 2017
Teachers of students with emotional and/or behavioral disorders (EBD) are less experienced and more likely to have emergency certification than teachers of students with other disabilities. Yet, to date, research has not examined the relation between the academic achievement of students with EBD and characteristics associated with highly qualified…
Descriptors: Academic Achievement, Emotional Disturbances, Longitudinal Studies, Disabilities
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Tiruchittampalam, Shanthi; Nicholson, Tom; Levin, Joel R.; Ferron, John M. – Journal of Educational Research, 2018
What causes the literacy gap and can schools compensate for it? The authors investigated 3 drivers of the gap: preliteracy knowledge, schooling, and the summer vacation. Longitudinal literacy data over 5 time points were collected on 126 five-year-olds attending higher or lower socioeconomic status (SES) schools during their first 15 months of…
Descriptors: Elementary School Students, Longitudinal Studies, Socioeconomic Status, Prereading Experience
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Hornstra, Lisette; Majoor, Marieke; Peetsma, Thea – British Journal of Educational Psychology, 2017
Background: The multiple goal perspective posits that certain combinations of achievement goals are more favourable than others in terms of educational outcomes. Aims: This study aimed to examine longitudinally whether students' achievement goal profiles and transitions between profiles are associated with developments in self-reported and…
Descriptors: Academic Achievement, Goal Orientation, Longitudinal Studies, Hierarchical Linear Modeling
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