Structural Equation Modelling (SEM) in predicting student performance factors in mathematics education department at Muhammadiyah University of Prof. DR. Hamka
The research was conducted at University Muhammadiyah of Prof. Dr. Hamka, Jakarta which involved three years academic level students (2012, 2014, 2015) at mathematics education department that have taken seven compulsory subjects. The students' performance consisted of mid test, final test and...
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Published in | Journal of physics. Conference series Vol. 1315; no. 1; pp. 12040 - 12044 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Bristol
IOP Publishing
01.10.2019
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Subjects | |
Online Access | Get full text |
ISSN | 1742-6588 1742-6596 |
DOI | 10.1088/1742-6596/1315/1/012040 |
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Abstract | The research was conducted at University Muhammadiyah of Prof. Dr. Hamka, Jakarta which involved three years academic level students (2012, 2014, 2015) at mathematics education department that have taken seven compulsory subjects. The students' performance consisted of mid test, final test and GPA meanwhile, the factors which influenced the students' achievement were gender and education background. This research study, there were seven variables which consisted of independent and dependent variables. Structural Equation Modelling was conducted to analyse the final model in predicting influenced factors of GPA. This research study used SmartPLS software to analyze contribution of each variables to the final outcome and dependent variable. The results of the study provide that gender was significantly influence their performance on their GPA. Education background were not directly influence their achievement in GPA but through mid test. The result study showed that final test was influenced by mid test score. |
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AbstractList | The research was conducted at University Muhammadiyah of Prof. Dr. Hamka, Jakarta which involved three years academic level students (2012, 2014, 2015) at mathematics education department that have taken seven compulsory subjects. The students’ performance consisted of mid test, final test and GPA meanwhile, the factors which influenced the students’ achievement were gender and education background. This research study, there were seven variables which consisted of independent and dependent variables. Structural Equation Modelling was conducted to analyse the final model in predicting influenced factors of GPA. This research study used SmartPLS software to analyze contribution of each variables to the final outcome and dependent variable. The results of the study provide that gender was significantly influence their performance on their GPA. Education background were not directly influence their achievement in GPA but through mid test. The result study showed that final test was influenced by mid test score. |
Author | Alyani, Fitri Nurafni |
Author_xml | – sequence: 1 givenname: Fitri surname: Alyani fullname: Alyani, Fitri email: fitrialyani@uhamka.ac.id organization: Pendidikan Matematika, Universitas Muhammadiyah Prof.Dr.Hamka , Indonesia – sequence: 2 surname: Nurafni fullname: Nurafni organization: Pendidikan Matematika, Universitas Muhammadiyah Prof.Dr.Hamka , Indonesia |
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Cites_doi | 10.1007/s11858-013-0521-7 10.1088/1742-6596/948/1/012007 10.1155/2012/876028 10.1162/00335530151144131 10.1080/00207390120974 10.1037/0022-3514.83.1.44 |
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SubjectTerms | Colleges & universities Dependent variables Education Independent variables Mathematics education Modelling Multivariate statistical analysis Performance prediction Physics Structural equation modeling Students Variables |
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Title | Structural Equation Modelling (SEM) in predicting student performance factors in mathematics education department at Muhammadiyah University of Prof. DR. Hamka |
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