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Methodology for multilevel modeling in educational researchconcepts and applications /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Methodology for multilevel modeling in educational researchedited by Myint Swe Khine.
Reminder of title:	concepts and applications /
other author:	Khine, Myint Swe.
Published:	Singapore :Springer Singapore :2022.
Description:	xi, 427 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	EducationResearch
Online resource:	https://doi.org/10.1007/978-981-16-9142-3
ISBN:	9789811691423$q(electronic bk.)

Methodology for multilevel modeling in educational researchconcepts and applications /
Methodology for multilevel modeling in educational researchconcepts and applications /[electronic resource] :edited by Myint Swe Khine. - Singapore :Springer Singapore :2022. - xi, 427 p. :ill. (some col.), digital ;24 cm.

Introduction: Hierarchical Linear Modeling and Multilevel Modeling in Educational Research -- Theoretical Foundations and Conceptual Frameworks: A Primer for Using Multilevel Confirmatory Factor Analysis Models in Educational Research -- Multilevel Model Selection: Balancing Model Fit and Adequacy -- Concepts and Applications of Multivariate Multilevel (MVML) Analysis and Multilevel Structural Equation Modeling (MLSEM) -- Data Visualization for Pattern Seeking in Multilevel Modeling -- Doubly Latent Multilevel Structural Equation Modeling: An Overview of Main Concepts and Empirical Illustration -- Doubly Latent Multilevel Structural Equation Modeling: An Overview of Main Concepts and Empirical Illustration: Analyzing Large-scale Assessment Data with Multilevel Analyses: Demonstration using the Programme for International Student Assessment (PISA) Data -- Multilevel Modeling of International Large-scale Assessment Data -- Transparency and Replicability of Multilevel Modeling Applications: A Guideline for Improved Reporting Practices -- Multilevel Modelling with International Large-scale Student Assessments -- Multilevel Analysis of PISA and TIMSS Data: Changing trends in the role of South African math teachers' qualification for student achievement: Findings from TIMSS 2003, 2011, 2015 -- Revisiting the Relationship Between Science Teaching Practice and Scientific Literacy: Multi-Level Analysis Using PISA -- Family Meals and Academic Performance: A Multilevel Analysis of PISA for Spain -- Multilevel Modeling of Nordic Students' Mathematics Achievements in TIMSS 2019 -- Teachers' Perceptions of School Ethical Culture: The Implicit Meaning of TIMSS -- Multilevel Modeling in Educational Research: Why they want to leave? A three-level Hierarchical Linear Modeling Analysis of Teacher Turnover Intention -- Daycare Centers' Composition and Non-native Children's Language Skills at School Entry: Exploring the Nature of Context Effects Using Multilevel Modeling -- Gender effect at the beginning of Higher education careers in STEM Studies: Does female recover better than male? -- Service satisfaction and service quality: A longitudinal and multilevel study of user satisfaction with kindergartens in Norway -- Multilevel Modeling and Assessment of the Study-relevant Knowledge of First-year Students in a Master's Program in Business and Economics -- Index.

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.

ISBN: 9789811691423$q(electronic bk.)

Standard No.: 10.1007/978-981-16-9142-3doiSubjects--Topical Terms:

264735
Education
--Research

LC Class. No.: LB1028 / .M38 2022

Dewey Class. No.: 370.72

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505 0 $a Introduction: Hierarchical Linear Modeling and Multilevel Modeling in Educational Research -- Theoretical Foundations and Conceptual Frameworks: A Primer for Using Multilevel Confirmatory Factor Analysis Models in Educational Research -- Multilevel Model Selection: Balancing Model Fit and Adequacy -- Concepts and Applications of Multivariate Multilevel (MVML) Analysis and Multilevel Structural Equation Modeling (MLSEM) -- Data Visualization for Pattern Seeking in Multilevel Modeling -- Doubly Latent Multilevel Structural Equation Modeling: An Overview of Main Concepts and Empirical Illustration -- Doubly Latent Multilevel Structural Equation Modeling: An Overview of Main Concepts and Empirical Illustration: Analyzing Large-scale Assessment Data with Multilevel Analyses: Demonstration using the Programme for International Student Assessment (PISA) Data -- Multilevel Modeling of International Large-scale Assessment Data -- Transparency and Replicability of Multilevel Modeling Applications: A Guideline for Improved Reporting Practices -- Multilevel Modelling with International Large-scale Student Assessments -- Multilevel Analysis of PISA and TIMSS Data: Changing trends in the role of South African math teachers' qualification for student achievement: Findings from TIMSS 2003, 2011, 2015 -- Revisiting the Relationship Between Science Teaching Practice and Scientific Literacy: Multi-Level Analysis Using PISA -- Family Meals and Academic Performance: A Multilevel Analysis of PISA for Spain -- Multilevel Modeling of Nordic Students' Mathematics Achievements in TIMSS 2019 -- Teachers' Perceptions of School Ethical Culture: The Implicit Meaning of TIMSS -- Multilevel Modeling in Educational Research: Why they want to leave? A three-level Hierarchical Linear Modeling Analysis of Teacher Turnover Intention -- Daycare Centers' Composition and Non-native Children's Language Skills at School Entry: Exploring the Nature of Context Effects Using Multilevel Modeling -- Gender effect at the beginning of Higher education careers in STEM Studies: Does female recover better than male? -- Service satisfaction and service quality: A longitudinal and multilevel study of user satisfaction with kindergartens in Norway -- Multilevel Modeling and Assessment of the Study-relevant Knowledge of First-year Students in a Master's Program in Business and Economics -- Index.
520 $a 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.
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