Journal of Educational Science and Technology
Volume 6 Number 2 August 2020

Comparison of the Accuracy of Item Response Theory Models in Estimating Student’s Ability

Ilham Falani (Universitas Negeri Jakarta)
Makruf Akbar (Universitas Negeri Jakarta)
Dali Santun Naga (Universitas Negeri Jakarta)



Article Info

Publish Date
10 Jun 2020

Abstract

This study aims to determine the item response theory model which is more accurate in estimating students' mathematical abilities. The models compared in this study are Multiple Choice Model and Three-Parameter Logistic Model. Data used in this study are the responses of a mathematical test of 1704 eighth-grade junior high school students from six schools in the Depok City, West Java. The Sampling is done by using a purposive random sampling technique. The mathematics test used for research data collection consisted of 30 multiple choice format items. After the data is obtained, Research hypotheses were tested using the variance test method (F-test) to find out which model is more accurate in estimating ability parameters. The results showed that Fvalue is obtained 1.089, and  Ftable is 1.087, the value of Fvalue > Ftable, so it concluded that Ho rejected. That means Multiple Choice Model is more accurate than Three-Parameter Logistic Model in estimating the parameters of students' mathematical abilities. This makes the Multiple-Choice Model a recommended model for estimating mathematical ability in MC item format tests, especially in the field of mathematics and other fields that have similar characteristics.

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Journal Info

Abbrev

JEST

Publisher

Subject

Education Engineering

Description

Jurnal EST mempublikasikan artikel hasil penelitian bidang studi kependidikan, yang berhubungan dengan belajar dan pembelajaran, teori dan praktik pendidikan, kebijakan pendidikan, pengembangan kurikulum dan materi pembelajaran, pendidikan budaya dan karakter bangsa, pendidikan guru, teknologi dan ...