Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management

The objective of this article is to show how multilevel modeling is a tool that is most appropriate to analyze clustred data in many field (education, business, environment, energy consumption etc.). Thus, we used this approach to analyze students' achievements in morocco using TIMSS database....

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Liouaeddine Mariem, Bijou Mohammed
Formato: article
Lenguaje:EN
FR
Publicado: EDP Sciences 2021
Materias:
Acceso en línea:https://doaj.org/article/82f1e99495684c6bafddb0fe839ab2f9
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
Descripción
Sumario:The objective of this article is to show how multilevel modeling is a tool that is most appropriate to analyze clustred data in many field (education, business, environment, energy consumption etc.). Thus, we used this approach to analyze students' achievements in morocco using TIMSS database. The results show that several factors influence the academic performance of Moroccan students in mathematics such as student’s gender, Student’s SES and the principal's emphasis on students' success.