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Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]

Predicting students' academic performance plays an important role in academics. Mathematics is a science concerned with the logic of shape, quantity, and order. This subject holds a crucial role in the school curriculum. Mathematics is a basic knowledge that students should have the expertise i...

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Main Authors: Mahmud, Norwaziah, Muhammat Pazil, Nur Syuhada, Rosli, Nur Syakirah, Jamaluddin, Siti Hafawati
Format: Article
Language:English
Published: UiTM Cawangan Perlis 2024
Subjects:
Regression analysis. Correlation analysis. Spatial analysis (Statistics)
Online Access:https://ir.uitm.edu.my/id/eprint/94349/1/94349.pdf
https://ir.uitm.edu.my/id/eprint/94349/
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spelling my.uitm.ir.943492024-05-03T09:11:50Z https://ir.uitm.edu.my/id/eprint/94349/ Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.] jcrinn Mahmud, Norwaziah Muhammat Pazil, Nur Syuhada Rosli, Nur Syakirah Jamaluddin, Siti Hafawati Regression analysis. Correlation analysis. Spatial analysis (Statistics) Predicting students' academic performance plays an important role in academics. Mathematics is a science concerned with the logic of shape, quantity, and order. This subject holds a crucial role in the school curriculum. Mathematics is a basic knowledge that students should have the expertise in order for them to score in the other subjects. However, most students find Mathematics a difficult subject, they will have difficulty scoring in this subject. Therefore, this paper aims to determine the factors that affect students’ performance in Mathematics subject which is the pre-calculus subject among students of Diploma in Computer Sciences (CS110) in UiTM Cawangan Melaka Kampus Jasin. During the analysis, gender, assessment marks, place of students, time spent studying pre-calculus subject per week, whether the student took additional mathematics in SPM, act as independent variables whereas grade for pre-calculus subject as the dependent variable, were examined. The assessments refer to test 1, test 2, lab assignment, quiz 1, quiz 2 and written assignment. The logistic regression model was applied, and the results showed that the gender, test 2 and quiz 2 are variables that are significant to the model with the p-value 0.031,0.014 and 0.03 respectively. When examining the variables influencing the academic performance of CS110 students at UiTM Cawangan Melaka Kampus Jasin, there are certain knowledge gaps and restrictions. It is advised that future studies should collect data from more respondents and keep the question simple but clear in order to get more accurate results. UiTM Cawangan Perlis 2024-03 Article PeerReviewed text en https://ir.uitm.edu.my/id/eprint/94349/1/94349.pdf Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]. (2024) Journal of Computing Research and Innovation (JCRINN) <https://ir.uitm.edu.my/view/publication/Journal_of_Computing_Research_and_Innovation_=28JCRINN=29/>, 9 (1): 10. pp. 121-130. ISSN 2600-8793
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Regression analysis. Correlation analysis. Spatial analysis (Statistics)
spellingShingle Regression analysis. Correlation analysis. Spatial analysis (Statistics)
Mahmud, Norwaziah
Muhammat Pazil, Nur Syuhada
Rosli, Nur Syakirah
Jamaluddin, Siti Hafawati
Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]
description Predicting students' academic performance plays an important role in academics. Mathematics is a science concerned with the logic of shape, quantity, and order. This subject holds a crucial role in the school curriculum. Mathematics is a basic knowledge that students should have the expertise in order for them to score in the other subjects. However, most students find Mathematics a difficult subject, they will have difficulty scoring in this subject. Therefore, this paper aims to determine the factors that affect students’ performance in Mathematics subject which is the pre-calculus subject among students of Diploma in Computer Sciences (CS110) in UiTM Cawangan Melaka Kampus Jasin. During the analysis, gender, assessment marks, place of students, time spent studying pre-calculus subject per week, whether the student took additional mathematics in SPM, act as independent variables whereas grade for pre-calculus subject as the dependent variable, were examined. The assessments refer to test 1, test 2, lab assignment, quiz 1, quiz 2 and written assignment. The logistic regression model was applied, and the results showed that the gender, test 2 and quiz 2 are variables that are significant to the model with the p-value 0.031,0.014 and 0.03 respectively. When examining the variables influencing the academic performance of CS110 students at UiTM Cawangan Melaka Kampus Jasin, there are certain knowledge gaps and restrictions. It is advised that future studies should collect data from more respondents and keep the question simple but clear in order to get more accurate results.
format Article
author Mahmud, Norwaziah
Muhammat Pazil, Nur Syuhada
Rosli, Nur Syakirah
Jamaluddin, Siti Hafawati
author_facet Mahmud, Norwaziah
Muhammat Pazil, Nur Syuhada
Rosli, Nur Syakirah
Jamaluddin, Siti Hafawati
author_sort Mahmud, Norwaziah
title Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]
title_short Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]
title_full Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]
title_fullStr Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]
title_full_unstemmed Factor that affects the students performance in Mathematics subject using logistic regression / Norwaziah Mahmud ... [et al.]
title_sort factor that affects the students performance in mathematics subject using logistic regression / norwaziah mahmud ... [et al.]
publisher UiTM Cawangan Perlis
publishDate 2024
url https://ir.uitm.edu.my/id/eprint/94349/1/94349.pdf
https://ir.uitm.edu.my/id/eprint/94349/
_version_ 1800100597611888640
score 13.211869

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