Search Results - "Hierarchical Linear Modeling"

Using a Cluster Randomized Trial to Evaluate the Efficacy of the Early Learning Matters (ELM) Curriculum

Authors: Sara A. Schmitt Robert J. Duncan Gary Bingham et al.

Source: Grantee Submission. 2026.

Peer Reviewed: Y

Page Count: 55

Sponsoring Agency: Institute of Education Sciences (ED)

Descriptors: School Readiness, Preschool Curriculum, Preschool Children, Instructional Effectiveness, Randomized Controlled Trials, Hierarchical Linear Modeling

Geographic Terms: Oregon, Texas, Georgia

IES Funded: Yes

Access URL: https://www.tandfonline.com/journals/uree20

Augmenting Analysis of Single-Case Math Interventions with Bayesian Multilevel Models: Examining Effect Visualization and Magnitude Uncertainty

Authors: Garret J. Hall Wilhelmina van Dijk Jenny Root et al.

Source: School Psychology. 2026 41(2):219-232.

Peer Reviewed: Y

Page Count: 14

Sponsoring Agency: Department of Education (ED)

Descriptors: Research Design, Bayesian Statistics, Hierarchical Linear Modeling, Mathematics, Intervention, Mathematics Education, Secondary School Students, Visualization, Effect Size

A Group Fit Statistic for the Multilevel Item Response Model

Authors: Yishan Ding Ji Seung Yang Youngjin Han

Source: Journal of Educational Measurement. 2026 63(1).

Peer Reviewed: Y

Page Count: 27

Descriptors: Hierarchical Linear Modeling, Item Response Theory, Goodness of Fit, Test Wiseness, Behavior Patterns, Error Patterns, Prediction, Cheating, Test Items

Contrasting Fixed- and Mixed-Effects Modeling in Vocabulary Research: Reanalyzing Laufer (2024) and Mclean et al. (2020)

Authors: Christopher Nicklin Stuart McLean Joseph P. Vitta

Source: Language Learning. 2026 76(1):211-248.

Peer Reviewed: Y

Page Count: 38

Descriptors: Vocabulary, Language Research, Second Languages, Hierarchical Linear Modeling, Effect Size

Back to Bayes-ics: Improving Universal Screening Decisions by Quantifying Uncertainty

Authors: Garret J. Hall Emma Doyle

Source: Assessment for Effective Intervention. 2026 51(2):67-83.

Peer Reviewed: Y

Page Count: 17

Descriptors: Bayesian Statistics, Screening Tests, Academic Ability, At Risk Students, Prediction, Statistical Inference, Probability, Computation, Regression (Statistics), Hierarchical Linear Modeling, Decision Making, Educational Assessment, Elementary School Students, Middle School Students, Achievement Tests

Assessment and Survey Identifiers: Measures of Academic Progress

Children and Young People's Services Formula Review. Final Evaluation Report

Authors: Department for Education (DfE) (United Kingdom) Alex Gibson Paul Bywaters et al.

Source: UK Department for Education. 2025.

Peer Reviewed: N

Page Count: 210

Descriptors: Foreign Countries, Social Services, Children, Funding Formulas, Individual Needs, Hierarchical Linear Modeling, Youth, Early Intervention

Geographic Terms: United Kingdom (England)

Predictive Model of Mathematical Literacy Ability, Specifically University Students' Critical Thinking Skills: A Case Study on the Inappropriateness of Multilevel Regression

Authors: Pitriana Tandililing Bettisari Napitupulu Okky Riswandha Imawan et al.

Source: Journal of Education and e-Learning Research. 2025 12(3):507-519.

Peer Reviewed: Y

Page Count: 13

Descriptors: Mathematics Education, Geometry, Numeracy, College Students, Critical Thinking, Case Studies, Active Learning, Student Projects, Discovery Learning, Self Esteem, Sex, Hierarchical Linear Modeling, Predictor Variables

Synthesis of Single-Case Design Mediation Effects Using Two-Stage Multilevel Modeling

Authors: Mariola Moeyaert Milica Miocevic Yaosheng Lou et al.

Source: Grantee Submission. 2026.

Peer Reviewed: Y

Page Count: 53

Sponsoring Agency: Institute of Education Sciences (ED)

Descriptors: Research Design, Intervention, Hierarchical Linear Modeling, Monte Carlo Methods, Statistical Inference, Statistical Analysis, Statistical Bias, Error Patterns

IES Funded: Yes

Access URL: https://link.springer.com/journal/13428

Capturing Dynamic School Contexts: An Applied Demonstration of Multiple Membership Modeling

Authors: Angela K. Henneberger Tessa L. Johnson Yi Feng et al.

Source: Grantee Submission. 2026.

Peer Reviewed: Y

Page Count: 58

Sponsoring Agency: Institute of Education Sciences (ED)

Descriptors: Educational Assessment, Educational Development, Student Development, Educational Research, Educational Environment, Hierarchical Linear Modeling, Student Experience, Research Methodology, Student Mobility, Longitudinal Studies, Middle School Students, High School Students, College Enrollment, Scores, Predictor Variables, Effect Size

Geographic Terms: Maryland

IES Funded: Yes

Multiple Imputation to Estimate Hierarchical Models from Data Missing at Random: Latent Covariates, Random Coefficients, and Statistical Interactions

Authors: Yongyun Shin Stephen W. Raudenbush

Source: Grantee Submission. 2025.

Peer Reviewed: Y

Page Count: 52

Sponsoring Agency: Institute of Education Sciences (ED)

Descriptors: Hierarchical Linear Modeling, Maximum Likelihood Statistics, Sampling, Error of Measurement, Algorithms, Equations (Mathematics), Computation, Bayesian Statistics

IES Funded: Yes

Reassessing Weights in Large-Scale Assessments and Multilevel Models

Authors: Umut Atasever Francis L. Huang Leslie Rutkowski

Source: Large-scale Assessments in Education. 2025 13.

Peer Reviewed: Y

Page Count: 27

Descriptors: Mathematics Tests, International Assessment, Elementary Secondary Education, Foreign Countries, Mathematics Achievement, Science Tests, Science Achievement, Achievement Tests, Secondary School Students, Sampling, Probability, Statistical Bias, Scaling, Hierarchical Linear Modeling, Monte Carlo Methods

Assessment and Survey Identifiers: Trends in International Mathematics and Science Study, Program for International Student Assessment

Responsive Early Childhood Parenting, Preschool Enrollment, and Eventual Student Learning Outcomes: A Cross-Country Analysis Using Hierarchical Linear Modeling with TIMSS 2019 Data

Authors: Aditi Bhutoria Nayyaf Aljabri Saheli Bose

Source: International Journal of Child Care and Education Policy. 2025 19.

Peer Reviewed: Y

Page Count: 22

Descriptors: Early Childhood Education, Parenting Skills, Child Rearing, Preschool Children, Enrollment, Outcomes of Education, Comparative Education, Foreign Countries, Hierarchical Linear Modeling, Achievement Tests, International Assessment, Mathematics Tests, Mathematics Achievement, Science Achievement, Science Tests

Assessment and Survey Identifiers: Trends in International Mathematics and Science Study

Using Gaussian Process Regression in Two-Dimensional Regression Discontinuity Designs. EdWorkingPaper No. 24-1043

Authors: Annenberg Institute for School Reform at Brown University Lily An Zach Branson et al.

Source: Annenberg Institute for School Reform at Brown University. 2024.

Peer Reviewed: N

Page Count: 52

Descriptors: Hierarchical Linear Modeling, English Language Learners, English (Second Language), Second Language Learning, Educational Policy, Public Schools, High Schools, Classification, Language Tests, Scores, College Entrance Examinations

Geographic Terms: Wisconsin

Assessment and Survey Identifiers: ACT Assessment

We Need to Talk about AL: Has Academic Literacies Designed the Pedagogy out of Learning Development?

Authors: Steven White Sunny Dhillon

Source: Journal of Learning Development in Higher Education. 2024 (31).

Peer Reviewed: Y

Page Count: 22

Descriptors: Multiple Literacies, Academic Language, Writing Instruction, English for Academic Purposes, Social Influences, Models, Study Skills, Socialization, Behavior Standards, Transformative Learning, Hierarchical Linear Modeling, Instructional Effectiveness

Bayesian Estimation of Hierarchical Linear Models from Incomplete Data: Cluster-Level Interaction Effects and Small Sample Sizes

Authors: Dongho Shin Yongyun Shin Nao Hagiwara

Source: Grantee Submission. 2025 44.

Peer Reviewed: Y

Page Count: 11

Sponsoring Agency: National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) (DHHS/NIH)
National Cancer Institute (NCI) (DHHS/NIH)
National Institute of Nursing Research (NINR) (DHHS/NIH)
Institute of Education Sciences (ED)

Descriptors: Bayesian Statistics, Hierarchical Linear Modeling, Multivariate Analysis, Data Analysis, Sample Size, Mathematical Formulas, Statistical Distributions

IES Funded: Yes

Effects of Teacher-Developed Spherical Video-Based Virtual Reality Types on Student Learning Engagement: A Hierarchical Linear Modeling Approach

Authors: Shu-Hao Wu Morris Siu-Yung Jong Chin-Chung Tsai

Source: Education and Information Technologies. 2025 30(7):8847-8876.

Peer Reviewed: Y

Page Count: 30

Descriptors: Learner Engagement, Hierarchical Linear Modeling, Computer Simulation, Technology Uses in Education, Active Learning, Repetition, Feedback (Response), Outcomes of Education, Elementary School Teachers, Elementary School Students, Teacher Attitudes, Student Attitudes

Assessing Multilevel Mediation and Confidence Intervals in the 2-2-1 Model with Plausible Values: Simulation and Recommendations

Authors: Yue Li Fan Jia

Source: Large-scale Assessments in Education. 2026 14.

Peer Reviewed: Y

Page Count: 30

Descriptors: Hierarchical Linear Modeling, Mediation Theory, Intervals, Structural Equation Models, Monte Carlo Methods, Sample Size, Statistical Analysis

Parental Education, Home Resources, Gender, and Academic Achievement: A Multilevel Analysis of GCC and Asia-Pacific Students in TIMSS 2023

Authors: Khalid ALMamari

Source: Large-scale Assessments in Education. 2026 14.

Peer Reviewed: Y

Page Count: 28

Descriptors: Achievement Tests, Foreign Countries, Elementary Secondary Education, Mathematics Tests, Mathematics Achievement, International Assessment, Science Achievement, Science Tests, Parent Background, Educational Attainment, Family Environment, Gender Differences, Academic Achievement, Hierarchical Linear Modeling, Migration, Predictor Variables, Grade 8, Immigrants, Family Characteristics

Geographic Terms: Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, United Arab Emirates, Taiwan, Hong Kong, Japan, South Korea, Malaysia, Singapore

Assessment and Survey Identifiers: Trends in International Mathematics and Science Study

Quantifying Bourdieu in Educational Research: Traditions, Innovations, and a Reflexive Invitation. SpringerBriefs in Education

Authors: Guanglun Michael Mu (ORCID 0000-0002-8786-0956)

Source: SpringerBriefs in Education. 2025.

Peer Reviewed: Y

Page Count: 124

Descriptors: Educational Research, Educational Theories, Research Methodology, Social Networks, Network Analysis, Social Class, Educational Mobility, Teacher Persistence, Teacher Education, Social Change, Factor Analysis, Multivariate Analysis, Regression (Statistics), Hierarchical Linear Modeling

Conditioning on the Pre-Test versus Gain Score Modelling: Revisiting the Controversy in a Multilevel Setting

Authors: Bruno Arpino Silvia Bacci Leonardo Grilli et al.

Source: Evaluation Review. 2025 49(2):179-208.

Peer Reviewed: Y

Page Count: 30

Descriptors: Scores, Pretesting, Conditioning, Achievement Gains, Comparative Analysis, Outcomes of Treatment, Hierarchical Linear Modeling, Context Effect