Media Bina Ilmiah
Vol. 17 No. 8: Maret 2023

THE DETERMINANTS OF INDONESIAN STUDENTS’ MATHEMATICS PERFORMANCE: AN ANALYSIS THROUGH PISA DATA 2015 WAVE

M. Mujiya Ulkhaq (Diponegoro University)



Article Info

Publish Date
12 Mar 2023

Abstract

This study investigates the determinants of Indonesian students’ performance of mathematics proxied by plausible value (PV) of mathematics provided by OECD PISA. The PISA 2015 data is used to answer this research question. A multivariate linear regression is used; as the dependent variable is PV of mathematics, while the information concerning student’s background is used as independent variables, i.e., student’s personal characteristics: age and gender; family background: index of economic, social, and cultural status as well as ICT possession at home; and classroom’s climate: perceived feedback from teacher. Result shows that all determinants but student’s gender are significant at the level of 5%. Several tests to examine the classical assumptions, such as normality of the residuals, test for heteroscedasticity and collinearity are performed. According to these tests, no severe problems occur.

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Journal Info

Abbrev

MBI

Publisher

Subject

Humanities Economics, Econometrics & Finance Education Languange, Linguistic, Communication & Media Nursing Social Sciences Other

Description

Media Bina Ilmiah, ISSN 1978-3787 (print) | 2615-3505 (online), diterbitkan 12 (Dua Belas) nomor dalam setahun (Januari-Desember) oleh BINA PATRIA. Jurnal ini merupakan sarana komunikasi dan penyebarluasan informasi hasil-hasil penelitian dan pengembangan, kajian serta pemikiran dalam bidang ...