Overview

This edited volume documents attempts to conduct systematic and prodigious research using multilevel analysis in educational settings, and present their findings and identify future research directions. It showcases the versatility of multilevel analysis, and elucidates the unique advantages in examining complex and wide-ranging educational issues. This book brings together leading experts around the world to share their works in the field, highlighting recent advances, creative and unique approaches, and innovative methods using multilevel modeling and theoretical and practical aspects of multilevel analysis in culturally and linguistically-diverse educational contexts.

Full Product Details

Author:   Myint Swe Khine
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2022
Weight:   0.670kg
ISBN:  

9789811691447

ISBN 10:   9811691444
Pages:   427
Publication Date:   12 April 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

IntroductionHierarchical Linear Modeling and Multilevel Modeling in Educational Research PART I:         Theoretical Foundations and Conceptual Frameworks Chapter 2 A Primer for Using Multilevel Confirmatory Factor Analysis Models in Educational Research Chapter 3 Multilevel Model Selection: Balancing Model Fit and Adequacy Chapter 4 Concepts and Applications of Multivariate Multilevel (MVML) Analysis and Multilevel Structural Equation Modeling (MLSEM) Chapter 5 Data Visualization for Pattern Seeking in Multilevel Modeling Chapter 6 Multilevel Structural Equation Model in Educational Research PART II:        Methodology for Multilevel Modeling Chapter 7 Analyzing Large-scale Assessment Data with Multilevel Analyses: Demonstration using the Programme for International Student Assessment (PISA) Chapter 8 Multilevel Modeling of International Large-scale Assessment Data Chapter 9 Transparency and Replicability of Multilevel Modeling Applications: A Guideline for Improved Reporting Practices Chapter 10 Multilevel Model and Teaching Force Research: Practices and Promises Chapter 11 Multilevel Modelling with International Large-scale Student Assessments PART III:      Multilevel Analysis of PISA and TIMSS Data Chapter 12 Changing Trends in the Role of South African Mathematics Teachers Qualification for Student Achievement: Findings from TIMSS Data Chapter 13 Revisiting the Relationship between Science Teaching Practice and Scientific Literacy: Multi-Level Analysis Using PISA Chapter 14 Family Meals and Academic Performance: A Multilevel Analysis of PISA for Spain Chapter 15 Multilevel Modeling of Nordic Students’ Mathematics Achievements in TIMSS 2019 Chapter 16 Teachers' Perceptions of School Ethical Culture: The Implicit Meaning of TIMSS PART IV:      Multilevel Modeling in Educational Research Chapter 17 Teacher Personal Characteristics, Instructional Behavior, and Student Outcomes: Applying Doubly Latent Multilevel Analysis Chapter 18 Daycare Centers’ Composition and Children’s Language Skills at School Entry: Exploring the Nature of Contextual Effects using Multilevel Modeling  Chapter 19 Gender Effect at the Beginning of Higher Education Career in STEM Studies  Chapter 20 Contextual Factors of Strategy Use in Solving Non-Routine Problems: A Multilevel Modelling Analysis  Chapter 21 A Longitudinal and Multilevel Study of Client Satisfaction with Kindergartens in Norway  Chapter 22 Multilevel Modeling and Assessment of the Study-relevant Knowledge of First-year Students in a Master's Program in Business and Economics  Index

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Author Information

Dr. Myint Swe Khine is an Adjunct Professor in the School of Education at Curtin University, Australia. He holds Masters degrees from the University of Southern California, Los Angeles, United States, University of Surrey, Guildford, United Kingdom, and University of Leicester, United Kingdom, as well as Doctor of Education from Curtin University, Australia. He was a full Professor and Chair of the Assessment and Evaluation Centre at the Emirates College for Advanced Education in the United Arab Emirates, and also worked at the Learning Sciences and Technology Academic Group, National Institute of Education at Nanyang Technological University, Singapore. He is serving as an Editorial Board member of several international journals. He publishes widely in academic journals, and has edited over forty books.

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