Methodology for Multilevel Modeling in Educational Research

Methodology for Multilevel Modeling in Educational Research

Concepts and Applications

Khine, Myint Swe

Springer Verlag, Singapore

04/2022

427

Dura

Inglês

9789811691416

15 a 20 dias

822

Descrição não disponível.
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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Multilevel modeling of education data;TIMSS;PISA;data visualization;Analysis of nested data;Large-scale data analysis using multilevel modeling;Multilevel analysis in educational research;hierarchical linear modeling;Educational assessment;Educational measurement;Educational evaluation