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Alexander Robitzsch; Oliver Lüdtke – Structural Equation Modeling: A Multidisciplinary Journal, 2025
The random intercept cross-lagged panel model (RICLPM) decomposes longitudinal associations between two processes X and Y into stable between-person associations and temporal within-person changes. In a recent study, Bailey et al. demonstrated through a simulation study that the between-person variance components in the RICLPM can occur only due…
Descriptors: Longitudinal Studies, Correlation, Time, Simulation
Vanessa De Wilde; Wander Lowie – Language Learning, 2025
Studies looking into second language development have shown that findings about a group of learners cannot be transferred to individual learners. In this study, we explored ways to meaningfully group individuals starting from the data and investigated whether this grouping can give extra information about learning trajectories that goes beyond the…
Descriptors: Second Language Learning, English (Second Language), Speech Communication, Longitudinal Studies
Jing Liu; Wei Su – Asia-Pacific Education Researcher, 2025
Research on self-assessment has overwhelmingly conceptualized it as a product and treated students as a homogeneous group, restraining our understanding of the topic. To address this gap, this study aimed to identify different student profiles based on their self-assessment and to examine how it related to their learning achievement over time.…
Descriptors: Profiles, Self Evaluation (Individuals), Undergraduate Students, Comprehension
Kui Xie; Vanessa W. Vongkulluksn; Benjamin C. Heddy; Zilu Jiang – Educational Technology Research and Development, 2024
Engagement has been recognized as one of the most important factors of learning and achievement in academic settings. Research on engagement has been gearing toward a "person-in-context" orientation, where both personal characteristics and contextual features in relation to students' engagement are considered. This orientation allows a…
Descriptors: Learner Engagement, Environment, Student Characteristics, Research Methodology
Denisa Gandara; Hadis Anahideh – Society for Research on Educational Effectiveness, 2024
Background/Context: Predictive analytics has emerged as an indispensable tool in the education sector, offering insights that can improve student outcomes and inform more equitable policies (Friedler et al., 2019; Kleinberg et al., 2018). However, the widespread adoption of predictive models is hindered by several challenges, including the lack of…
Descriptors: Prediction, Learning Analytics, Ethics, Statistical Bias
Ferreira, Eric Batista; Toti, Frederico Augusto – Science & Education, 2022
Brazilian journals play an important role in the local scientific scene. Despite its importance, Brazilian scientific production in Physics and Science education needs further articulation regarding the profile and impact of manuscripts. Therefore, our main goal in this paper is to monitor the trends in the Brazilian journals from 2013 to 2019…
Descriptors: Multivariate Analysis, Longitudinal Studies, Foreign Countries, Periodicals
McClain, Cara M.; Elledge, L. Christian; Manring, Sam; Whitley, Marisa L.; Vernberg, Eric M. – Journal of Applied School Psychology, 2022
We examined associations between proactive and reactive aggression and peer likability across two academic years. Analyses were based on a sample of 442 elementary school children. Proactive and reactive aggression were assessed through self-report and peer likability was assessed via a peer nomination inventory. Data were collected in the fall…
Descriptors: Aggression, Peer Relationship, Elementary School Students, Longitudinal Studies
Chan, Wendy; Hedges, Larry V.; Hedberg, E. C. – Journal of Experimental Education, 2022
Many experimental designs in educational and behavioral research involve at least one level of clustering. Clustering affects the precision of estimators and its impact on statistics in cross-sectional studies is well known. Clustering also occurs in longitudinal designs where students that are initially grouped may be regrouped in the following…
Descriptors: Educational Research, Multivariate Analysis, Longitudinal Studies, Effect Size
Bowers, Alex J.; Zhao, Yihan; Ho, Eric – High School Journal, 2022
Research on data use and school Early Warning Systems (EWS) notes a central practice of researchers and practitioners is to search for patterns in student data to predict outcomes so schools can support success when students experience challenges. Yet, the domain lacks a means to visualize the rich longitudinal data that schools collect. Here, we…
Descriptors: Learning Analytics, Visual Aids, Student Records, Longitudinal Studies
Lindsey Peters-Sanders; Houston Sanders; Howard Goldstein; Kandethody Ramachandran – Grantee Submission, 2023
Purpose: Identifying appropriate targets for vocabulary instruction and determining the optimal sequence for instruction continue to be a challenge. The purpose of this study is to investigate how previously studied lexical characteristics collectively influence children's word learning. Method: A secondary data analysis was conducted using the…
Descriptors: Grade 1, Grade 3, Elementary School Students, Vocabulary Development
Lindsey Peters-Sanders; Houston Sanders; Howard Goldstein; Kandethody Ramachandran – Journal of Speech, Language, and Hearing Research, 2023
Purpose: Identifying appropriate targets for vocabulary instruction and determining the optimal sequence for instruction continue to be a challenge. The purpose of this study is to investigate how previously studied lexical characteristics collectively influence children's word learning. Method: A secondary data analysis was conducted using the…
Descriptors: Prediction, Grade 1, Grade 3, Elementary School Students

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