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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
French, Robert; Sariaslan, Amir; Larsson, Henrik; Kneale, Dylan; Leckie, George – Journal of Research on Educational Effectiveness, 2023
While the family is a critical determinant of educational achievement, methodological difficulties and the availability of data limit estimation of the family contribution in school effectiveness models. This study uses multilevel modeling to estimate the proportion of variation in student educational achievement between families, family-level…
Descriptors: Academic Achievement, Family Characteristics, Siblings, Family Structure
Jephcote, Calvin; Medland, Emma; Lygo-Baker, Simon – Assessment & Evaluation in Higher Education, 2021
The move from elite to mass systems of higher education has been accompanied by concerns relating to the quality of provision and standards, particularly in relation to the increasing proportion of higher grades awarded to students. Bayesian multilevel models were used to investigate the temporal trend of grade attainment in 101 higher education…
Descriptors: Grade Inflation, Grades (Scholastic), Academic Achievement, Intelligence
McAvinue, Laura P. – Irish Educational Studies, 2022
Educational disadvantage is a multilevel and multifactorial phenomenon, with a myriad of contributing factors having been identified within the social contexts inhabited by the student from a lower socioeconomic status (SES) background. Irish research has accumulated a comprehensive body of empirical evidence on the factors operating within…
Descriptors: Educationally Disadvantaged, Social Environment, Neighborhoods, Socioeconomic Status
García-Jiménez, Jesús; Torres-Gordillo, Juan-Jesús; Rodríguez-Santero, Javier – Education Sciences, 2022
School effectiveness is a topic of interest addressed by numerous research projects focused on clarifying which variables contribute to the explanation of educational performance. This research aims to find out to what extent social, cultural, and academic variables at the student and school levels, as perceived by families, influence performance,…
Descriptors: School Effectiveness, Predictor Variables, Identification, Hierarchical Linear Modeling
Sun, Xiaojing; Hendrickx, Marloes M. H. G.; Goetz, Thomas; Wubbels, Theo; Mainhard, Tim – Journal of Experimental Education, 2022
In line with assumptions made by the control-value theory of academic emotions, it was hypothesized that the association between the classroom social environment, in terms of students' perceptions of their teachers' interpersonal behaviour, and students' academic emotions was partially mediated by students' achievement goals. The present study…
Descriptors: Classroom Environment, Psychological Patterns, Academic Achievement, Student Attitudes
Dietrich, Lars; Zimmermann, David; Hofman, Josef – European Journal of Special Needs Education, 2021
Meta-analyses suggest that instructional quality in the classroom and the quality of teacher-student relationships (TSR) predict positive social-emotional and achievement-related outcomes. Psychoanalytic theory asserts that positive teacher-student relationships are particularly important for outcomes in classrooms with more students with severe…
Descriptors: Teacher Student Relationship, Secondary School Students, Foreign Countries, Behavior Problems
Kim, Soyoung; Hong, Sehee – Asia Pacific Education Review, 2018
This study investigated the effects of educational context variables on two types of achievement: cognitive domain and affective domain. To assess the effects of educational context variables at student and school levels, the National Assessment of Educational Achievement data were used, which were collected by the Korea Educational Development…
Descriptors: Foreign Countries, Student Characteristics, Academic Achievement, Hierarchical Linear Modeling
Stallasch, Sophie E.; Lüdtke, Oliver; Artelt, Cordula; Brunner, Martin – Journal of Research on Educational Effectiveness, 2021
To plan cluster-randomized trials with sufficient statistical power to detect intervention effects on student achievement, researchers need multilevel design parameters, including measures of between-classroom and between-school differences and the amounts of variance explained by covariates at the student, classroom, and school level. Previous…
Descriptors: Foreign Countries, Randomized Controlled Trials, Intervention, Educational Research
Karakolidis, Anastasios; Pitsia, Vasiliki; Emvalotis, Anastassios – International Journal of Science Education, 2019
The importance of motivation-related factors in shaping students' academic achievement across a range of areas, including science, has been consistently acknowledged by the existing research literature. In an effort to improve students' science achievement, many education systems put particular emphasis on the enhancement of intrinsic (i.e.…
Descriptors: Low Achievement, Science Instruction, Student Role, Epistemology
Wu, Jason Hsinchieh; Lin, Chunn-Ying – Asia Pacific Education Review, 2018
Research on teacher and school academic optimism has abounded ever since these two constructs were confirmed and shown to have positive effects on student achievement. However, one overlooked research question is the nested association between teacher and school academic optimism. This study intends to fill this gap by using hierarchical linear…
Descriptors: Hierarchical Linear Modeling, Elementary School Students, Elementary School Teachers, Foreign Countries
Vogl, Katharina; Schmidt, Isabelle; Preckel, Franzis – Journal of Educational Research, 2018
The authors examined the big-fish-little-pond effect (BFLPE) on academic self-concept (ASC) using different indicators of academic ability (i.e., achievement test, cognitive ability test, grades corrected for grading-on-a-curve effects, uncorrected grades). They investigated under what circumstances grades are suitable indicators of academic…
Descriptors: Foreign Countries, Academic Ability, Educational Indicators, Comparative Analysis
Stäbler, Franziska; Dumont, Hanna; Becker, Michael; Baumert, Jürgen – Journal of Educational Psychology, 2017
Empirical studies have demonstrated that students who are taught in a group of students with higher average achievement benefit in terms of their achievement. However, there is also evidence showing that being surrounded by high-achieving students has a negative effect on students' academic self-concept, also known as the big-fish--little-pond…
Descriptors: Academic Achievement, Self Concept, Classroom Environment, High Achievement
Musekamp, Frank; Pearce, Jacob – Assessment & Evaluation in Higher Education, 2016
The goal of this paper is to examine the relationship of student motivation and achievement in low-stakes assessment contexts. Using Pearson product-moment correlations and hierarchical linear regression modelling to analyse data on 794 tertiary students who undertook a low-stakes engineering mechanics assessment (along with the questionnaire of…
Descriptors: Student Motivation, Academic Achievement, College Students, Engineering Education
Baysu, Gülseli; Celeste, Laura; Brown, Rupert; Verschueren, Karine; Phalet, Karen – Child Development, 2016
Can perceptions of equal treatment buffer the negative effects of threat on the school success of minority students? Focusing on minority adolescents from Turkish and Moroccan heritage in Belgium (M[subscript age] = 14.5; N = 735 in 47 ethnically diverse schools), multilevel mediated moderation analyses showed: (a) perceived discrimination at…
Descriptors: Foreign Countries, Minority Group Students, Adolescents, Student Diversity