International Journal of Evaluation and Research in Education (IJERE)
Vol 13, No 4: August 2024

Factors contributing to fourth graders’ mathematics achievement: a multilevel study

Rasmuin, Rasmuin (Unknown)
Retnawati, Heri (Unknown)
Kartianom, Kartianom (Unknown)
Kassymova, Gulzhaina K. (Unknown)



Article Info

Publish Date
01 Aug 2024

Abstract

This study aims to determine the factors that influence the mathematics achievement of grade 4 students in Indonesia at the student and school level using Trends in International Mathematics and Science Study (TIMSS) 2015 data. Sample in this study were all grade 4 students in Indonesia who participated in TIMSS 2015. There are 4,025 students from 230 schools. The TIMSS 2015 data used in this study was analyzed using a multilevel model (MLM) using the R package ‘lme4’ software. The results of this study indicate that i) the school visited by each student accounts for the majority of the variance in the mathematics achievement of Indonesian grade 4 students (51%); ii) factors related to students’ self-construction of mathematics such as attitude-toward mathematics (ATM) and self-concept and factors related to schools such as socioeconomic status (SES) school, self-concept school, school readiness, general school resources, and teacher education level was found to influence students’ mathematics achievement positively and significantly, where self-concept school was the strongest predictor compared to other predictors; and iii) variables at the student and school level explain 35% of the total variance in Indonesian grade 4 students’ mathematics achievement.

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Journal Info

Abbrev

IJERE

Publisher

Subject

Education

Description

The International Journal of Evaluation and Research in Education (IJERE) is an interdisciplinary publication of original research and writing on education which publishes papers to international audiences of educational researchers. The IJERE aims to provide a forum for scholarly understanding of ...