Students' performance on engineering mathematics: Applying rasch measurement model

This paper explores the students' performance on their basic engineering mathematics. It is essential for the students to meet the expectation of the engineering program in ensuring that the students be able to follow thru the whole program smoothly and achieved the expected learning outcome at...

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Main Authors: Aziz A.A., Zaharim A., Fuaad N.F.A., Nopiah Z.M.
Other Authors: 57193513742
Format: Conference paper
Published: IEEE Computer Society 2023
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spelling my.uniten.dspace-294062023-12-28T12:12:56Z Students' performance on engineering mathematics: Applying rasch measurement model Aziz A.A. Zaharim A. Fuaad N.F.A. Nopiah Z.M. 57193513742 15119466900 56026235300 24503340900 engineering entry test mathematics Rasch model students' performance Engineering Engineering education Information technology Mathematical techniques Software testing Distribution maps Engineering mathematics Engineering program Expected learning outcomes Higher learning institutions Measurement model Performance measurements Rasch modeling Students This paper explores the students' performance on their basic engineering mathematics. It is essential for the students to meet the expectation of the engineering program in ensuring that the students be able to follow thru the whole program smoothly and achieved the expected learning outcome at the end of the program. Meaningful performance measurement is critical in identifying the performance of the students, and on the other hand identifies the weakness of the students. This study applies an entry test to new students for the engineering program in a local Malaysian higher learning institution. The test will enable students profiling according to their ability in mathematics, and would guide the lecturers to provide necessary remedial actions for the respective students. The Rasch measurement model is used to measure the students' ability against the engineering mathematics on the logit ability difficulty ruler. Rasch measurement model converts the test result from the test into ration type data and sorts the ability according to Rasch-Guttman matrix. This is the basis of Rasch measurement model in measuring the ability of the students by considering the difficulty of all the items involved in the test, and not just based on raw scores of the test. The correlation between all the students and all the items are displayed on a person-item distribution map for easy reading. � 2013 IEEE. Final 2023-12-28T04:12:56Z 2023-12-28T04:12:56Z 2013 Conference paper 10.1109/ITHET.2013.6671040 2-s2.0-84893437914 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893437914&doi=10.1109%2fITHET.2013.6671040&partnerID=40&md5=4eecb21d2b9f0ca1ac6c1e996d6f2773 https://irepository.uniten.edu.my/handle/123456789/29406 6671040 IEEE Computer Society Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic engineering
entry test
mathematics
Rasch model
students' performance
Engineering
Engineering education
Information technology
Mathematical techniques
Software testing
Distribution maps
Engineering mathematics
Engineering program
Expected learning outcomes
Higher learning institutions
Measurement model
Performance measurements
Rasch modeling
Students
spellingShingle engineering
entry test
mathematics
Rasch model
students' performance
Engineering
Engineering education
Information technology
Mathematical techniques
Software testing
Distribution maps
Engineering mathematics
Engineering program
Expected learning outcomes
Higher learning institutions
Measurement model
Performance measurements
Rasch modeling
Students
Aziz A.A.
Zaharim A.
Fuaad N.F.A.
Nopiah Z.M.
Students' performance on engineering mathematics: Applying rasch measurement model
description This paper explores the students' performance on their basic engineering mathematics. It is essential for the students to meet the expectation of the engineering program in ensuring that the students be able to follow thru the whole program smoothly and achieved the expected learning outcome at the end of the program. Meaningful performance measurement is critical in identifying the performance of the students, and on the other hand identifies the weakness of the students. This study applies an entry test to new students for the engineering program in a local Malaysian higher learning institution. The test will enable students profiling according to their ability in mathematics, and would guide the lecturers to provide necessary remedial actions for the respective students. The Rasch measurement model is used to measure the students' ability against the engineering mathematics on the logit ability difficulty ruler. Rasch measurement model converts the test result from the test into ration type data and sorts the ability according to Rasch-Guttman matrix. This is the basis of Rasch measurement model in measuring the ability of the students by considering the difficulty of all the items involved in the test, and not just based on raw scores of the test. The correlation between all the students and all the items are displayed on a person-item distribution map for easy reading. � 2013 IEEE.
author2 57193513742
author_facet 57193513742
Aziz A.A.
Zaharim A.
Fuaad N.F.A.
Nopiah Z.M.
format Conference paper
author Aziz A.A.
Zaharim A.
Fuaad N.F.A.
Nopiah Z.M.
author_sort Aziz A.A.
title Students' performance on engineering mathematics: Applying rasch measurement model
title_short Students' performance on engineering mathematics: Applying rasch measurement model
title_full Students' performance on engineering mathematics: Applying rasch measurement model
title_fullStr Students' performance on engineering mathematics: Applying rasch measurement model
title_full_unstemmed Students' performance on engineering mathematics: Applying rasch measurement model
title_sort students' performance on engineering mathematics: applying rasch measurement model
publisher IEEE Computer Society
publishDate 2023
_version_ 1806427679514165248
score 13.222552