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Mingya Huang; David Kaplan – Journal of Educational and Behavioral Statistics, 2025
The issue of model uncertainty has been gaining interest in education and the social sciences community over the years, and the dominant methods for handling model uncertainty are based on Bayesian inference, particularly, Bayesian model averaging. However, Bayesian model averaging assumes that the true data-generating model is within the…
Descriptors: Bayesian Statistics, Hierarchical Linear Modeling, Statistical Inference, Predictor Variables
Jianzhong Xu – European Journal of Psychology of Education, 2024
The present study investigated multilevel models posited to predict student approaches to homework. Participants were 1,072 middle school students in China. Results revealed that deep and surface approaches were positively associated with performance-approach. Furthermore, deep approach to homework was associated negatively with homework cost, yet…
Descriptors: Homework, Hierarchical Linear Modeling, Predictor Variables, Middle School Students
Junaidin; Sugiyono; Suryono, Yoyon; Komalasari – International Journal of Instruction, 2022
This study develops an Hierarchical Linear Model (HLM) model in order to identify the predictors that have an effect on teachers' achievement in curriculum 2013 training. It is a two-level model with teacher's characteristics as Level 1 variables and facilitators characteristics as Level 2 variables. The analysis in this study uses secondary data.…
Descriptors: Inservice Teacher Education, National Curriculum, Achievement, Teacher Characteristics
Liu, Ran – AERA Open, 2021
This study examines disruptions to postsecondary education plans in the United States during the COVID-19 pandemic. Using nationally representative data from the U.S. Census Bureau's Household Pulse Survey from August 2020 through March 2021, we investigate the prevalence, forms, reasons, and disparities of education disruption across different…
Descriptors: Postsecondary Education, COVID-19, Pandemics, College Bound Students
Lassibille, Gérard; Navarro Gómez, Mª Lucia – Education Economics, 2020
The paper aims to evaluate and compare across a large range of countries the impact of gender diversity on the overall job satisfaction of lower-secondary education teachers. It also seeks to examine whether the effects of gender similarity are asymmetrical for men and women. The empirical evidence is based on the estimation of multilevel models…
Descriptors: Job Satisfaction, Gender Differences, Disproportionate Representation, Cooperative Education
Ertem, Hasan Yücel – Participatory Educational Research, 2021
The purpose of the current study was to investigate both studentlevel and school-level factors influencing reading literacy of students in Turkey by using PISA 2018 data. The study focused on reading literacy since the main subject of PISA 2018 was selected as reading literacy. The design of the study is a correlational research examining the…
Descriptors: Foreign Countries, Achievement Tests, International Assessment, Secondary School Students
Fraysier, Kathleen; Reschly, Amy; Appleton, James – Journal of Psychoeducational Assessment, 2020
As the economic landscape changes, a college degree has become increasingly necessary for securing employment in an information-based society. Student engagement is an important factor in predicting and preventing high school dropout, and improving student outcomes. Although the relationship between secondary school engagement and high school…
Descriptors: Predictor Variables, Enrollment, Postsecondary Education, Secondary School Students
Hennessey, Maeghan N.; Herron, Jason P.; Martin, James E.; Herron, Marsha D. – Exceptionality, 2020
Many studies suggest students' socioeconomic status (SES) predicts academic performance as well as employment and further education outcomes for students both with and without disabilities. The extent to which SES affects the precedents for those outcomes, or the non-academic transition skills identified as being predictive of those post-school…
Descriptors: Socioeconomic Status, Students with Disabilities, Student Adjustment, Student Behavior
Ekpenyong, John A.; Owan, Valentine J.; Ogar, Joseph O.; Undie, John A. – Cogent Education, 2022
Research has assessed the diverse characteristics of principals and teachers in analysing students' educational outcomes at various levels. However, these studies often focus on the cognitive domain of learning, ignoring the affective and psychomotor aspects. Bridging this gap, we used hierarchical linear regression to link two inputs of teachers…
Descriptors: Hierarchical Linear Modeling, Outcomes of Education, Secondary School Students, Foreign Countries
Wilson-Daily, Ann E.; Kemmelmeier, Markus – Youth & Society, 2021
Focusing on youth attitudes during a time of political upheaval in Catalonia, we study 1,438 high school students, aged 15 to 16, nested within 30 high schools. Using multilevel analyses, we examine their perceptions of the importance of voting across different election types (independence referendum, local, subnational, national, supernational)…
Descriptors: Foreign Countries, Voting, Citizen Participation, High School Students
Tan, Dongyao; Maeda, Yukiko – International Journal of Science Education, 2021
High school is a critical period for science identity development. Teacher influences are important but under-researched. Teachers' growth-mindset practices may help students meet the growing challenges to their ability, achievement, and identity in science and have long-term influences, especially for underrepresented students. We explored U.S.…
Descriptors: Teacher Attitudes, Science Teachers, Student Attitudes, High School Students
Binning, Kevin R.; Blatt, Lorraine R.; Chen, Susie; Votruba-Drzal, Elizabeth – AERA Open, 2021
The social experience of transitioning to a 4-year university varies widely among students. Some attend with few or no prior contacts or acquaintances from their hometown; others attend with a large network of high school alumni. Using a sample (N = 43,240) of undergraduates spanning 7.5 years at a public university, we examine what factors…
Descriptors: Friendship, Academic Achievement, Social Support Groups, Student Adjustment
Clementson, Casey J. – Research Studies in Music Education, 2019
Although flow theory is one way of measuring the quality of a student's experience in a music ensemble, the majority of flow research utilizes samples of high school or collegiate level musicians thus causing us to generalize findings to young adolescent (middle school) populations. Using a convergent parallel mixed methods design, the purpose of…
Descriptors: Middle School Students, Music, Music Education, Music Activities
Elaine M. Allensworth; Kallie Clark – Grantee Submission, 2020
High school GPAs (HSGPAs) are often perceived to represent inconsistent levels of readiness for college across high schools, while test scores (e.g., ACT scores) are seen as comparable. This study tests those assumptions, examining variation across high schools of both HSGPAs and ACT scores as measures of academic readiness for college. We find…
Descriptors: Grade Point Average, College Entrance Examinations, Predictor Variables, Academic Persistence
Elaine M. Allensworth; Kallie Clark – Educational Researcher, 2020
High school GPAs (HSGPAs) are often perceived to represent inconsistent levels of readiness for college across high schools, whereas test scores (e.g., ACT scores) are seen as comparable. This study tests those assumptions, examining variation across high schools of both HSGPAs and ACT scores as measures of academic readiness for college. We found…
Descriptors: Grade Point Average, College Entrance Examinations, Predictor Variables, Academic Persistence