Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis

This study aims to develop an instrument to determine students' academic performance. In this case, a quantitative design was used, with a random sampling technique utilized in selecting 415 students from the University of Muhammadiyah Malang. Data analysis was also carried out using Rasch Mode...

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Main Authors: Istiqomah Istiqomah, Nida Hasanati
Format: Article
Language:Indonesian
Published: UIN Sunan Gunung Djati Bandung 2022-10-01
Series:Psympathic: Jurnal Ilmiah Psikologi
Subjects:
Online Access:https://journal.uinsgd.ac.id/index.php/psy/article/view/7571
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author Istiqomah Istiqomah
Nida Hasanati
author_facet Istiqomah Istiqomah
Nida Hasanati
author_sort Istiqomah Istiqomah
collection DOAJ
description This study aims to develop an instrument to determine students' academic performance. In this case, a quantitative design was used, with a random sampling technique utilized in selecting 415 students from the University of Muhammadiyah Malang. Data analysis was also carried out using Rasch Model. Based on the fit item criteria analysis, 5 misfit elements were each observed for the Mean and Standard Deviation logit and MNSQ (Mean Square) outfit. This indicated that the most difficult and easiest questions were numbers 47 and 10, respectively. For regional and school origins, the items containing differential function questions were 2 and 9, respectively. The reliability of the measuring instrument, item, and person was also 83, 98, and 79. In addition, only 7 of the 67 utilized items did not meet the required criteria and the remaining were completely accepted.
format Article
id doaj-art-a4637edd1fbc4f469867f09426ac33d9
institution Kabale University
issn 2356-3591
2502-2903
language Indonesian
publishDate 2022-10-01
publisher UIN Sunan Gunung Djati Bandung
record_format Article
series Psympathic: Jurnal Ilmiah Psikologi
spelling doaj-art-a4637edd1fbc4f469867f09426ac33d92025-02-03T11:13:00ZindUIN Sunan Gunung Djati BandungPsympathic: Jurnal Ilmiah Psikologi2356-35912502-29032022-10-0191173010.15575/psy.v9i1.75716461Instrument Development of Determinants of Students Academic Performance Using Rasch Model AnalysisIstiqomah Istiqomah0Nida Hasanati1Faculty of Psychology, Universitas Muhammadiyah MalangFaculty of Psychology, Universitas Muhammadiyah MalangThis study aims to develop an instrument to determine students' academic performance. In this case, a quantitative design was used, with a random sampling technique utilized in selecting 415 students from the University of Muhammadiyah Malang. Data analysis was also carried out using Rasch Model. Based on the fit item criteria analysis, 5 misfit elements were each observed for the Mean and Standard Deviation logit and MNSQ (Mean Square) outfit. This indicated that the most difficult and easiest questions were numbers 47 and 10, respectively. For regional and school origins, the items containing differential function questions were 2 and 9, respectively. The reliability of the measuring instrument, item, and person was also 83, 98, and 79. In addition, only 7 of the 67 utilized items did not meet the required criteria and the remaining were completely accepted.https://journal.uinsgd.ac.id/index.php/psy/article/view/7571instrument, rasch, academic performance
spellingShingle Istiqomah Istiqomah
Nida Hasanati
Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis
Psympathic: Jurnal Ilmiah Psikologi
instrument, rasch, academic performance
title Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis
title_full Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis
title_fullStr Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis
title_full_unstemmed Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis
title_short Instrument Development of Determinants of Students Academic Performance Using Rasch Model Analysis
title_sort instrument development of determinants of students academic performance using rasch model analysis
topic instrument, rasch, academic performance
url https://journal.uinsgd.ac.id/index.php/psy/article/view/7571
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AT nidahasanati instrumentdevelopmentofdeterminantsofstudentsacademicperformanceusingraschmodelanalysis