Methodology for Multilevel Modeling in Educational Research: Concepts and Applications (Hardcover) (ISBN-13: 9789811691416)

Introduction

Hierarchical 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

Author: Myint Swe Khine
ISBN-10: 981169141X
ISBN-13: 9789811691416
Publisher: Springer
Language: English
Published: 04/11/2022
Pages: 427
Format: Hardcover
Weight: 1.74lbs
Size: 9.21h x 6.14w x 1.00d