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....

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Autores principales:	Liouaeddine Mariem, Bijou Mohammed
Formato:	article
Lenguaje:	EN FR
Publicado:	EDP Sciences 2021
Materias:	multilevel modeling cluster education environment Environmental sciences GE1-350
Acceso en línea:	https://doaj.org/article/82f1e99495684c6bafddb0fe839ab2f9
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spelling	oai:doaj.org-article:82f1e99495684c6bafddb0fe839ab2f92021-11-12T11:44:07ZMultilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management2267-124210.1051/e3sconf/202131901008https://doaj.org/article/82f1e99495684c6bafddb0fe839ab2f92021-01-01T00:00:00Zhttps://www.e3s-conferences.org/articles/e3sconf/pdf/2021/95/e3sconf_vigisan_01008.pdfhttps://doaj.org/toc/2267-1242The 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.Liouaeddine MariemBijou MohammedEDP Sciencesarticlemultilevel modelingclustereducationenvironmentEnvironmental sciencesGE1-350ENFRE3S Web of Conferences, Vol 319, p 01008 (2021)
institution	DOAJ
collection	DOAJ
language	EN FR
topic	multilevel modeling cluster education environment Environmental sciences GE1-350
spellingShingle	multilevel modeling cluster education environment Environmental sciences GE1-350 Liouaeddine Mariem Bijou Mohammed Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
description	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.
format	article
author	Liouaeddine Mariem Bijou Mohammed
author_facet	Liouaeddine Mariem Bijou Mohammed
author_sort	Liouaeddine Mariem
title	Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
title_short	Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
title_full	Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
title_fullStr	Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
title_full_unstemmed	Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
title_sort	multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management
publisher	EDP Sciences
publishDate	2021
url	https://doaj.org/article/82f1e99495684c6bafddb0fe839ab2f9
work_keys_str_mv	AT liouaeddinemariem multilevelmodelinganinnovativetoolforanalyzingclustereddataapplicationtoeducationanditsprojectiononenvironmentalmanagement AT bijoumohammed multilevelmodelinganinnovativetoolforanalyzingclustereddataapplicationtoeducationanditsprojectiononenvironmentalmanagement
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Multilevel modeling an innovative tool for analyzing clustered data: application to education and its projection on environmental management

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