Methodology for multilevel modeling in educational research : concepts and applications / Myint Swe Khine, editor.

Format:

Book

Contributor:

Khine, Myint Swe, editor.

Language:

English

Subjects (All):

Education--Research--Methodology.

Education.

Genre:

Electronic books.

Physical Description:

1 online resource : illustrations (some color)

Place of Publication:

Singapore : Springer, [2022]

Summary:

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.

Contents:

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 Childrens 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.

Notes:

Includes index.

Online resource; title from PDF title page (SpringerLink, viewed April 13, 2022).

Other Format:

Print version:

ISBN:

9789811691423

9811691428

OCLC:

1310620199

Access Restriction:

Restricted for use by site license.