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Ilham Falani
Universitas Jambi
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Journal : Journal of Educational Science and Technology

 1 
Comparison of the Accuracy of Item Response Theory Models in Estimating Student’s Ability Ilham Falani; Makruf Akbar; Dali Santun Naga
Journal of Educational Science and Technology (EST) Volume 6 Number 2 August 2020
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/est.v6i2.13295

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.
Co-Authors -, Maison Abda Abda Abrar, Mukhlas Ade Kumalasari Aditia Maulana Ahmad Ruchianto Aditya Prayogi Afreni Hamidah Agus Subagyo Agustira Hermansyah Amalia, Richa Amalya Nasution, Riska Anattri, Lega Andika Sulistiawan Anisa Fitria Anton Oktavianto Ardi Mustakim Asep Setiawan Ayu, Wilza Azzahra, Miftahul Zannah Bambang Hariyadi Cahayu, Sri Anika Dali Santun Naga Damris Muhammad Damris Muhammad Destryan Dyah Saputra Dewi Iriani Dewi Iriani Dewi Iriani Dwi Rahariyoso, Dwi Elfitria Wiratmani ERNANDA, ERNANDA Ervan Johan Wicaksana Ervan Johan Wicaksana Evita Anggereini Fadliyana Ekawaty Faradila, Oryza Vini Feri Tiona Pasaribu Firra Dinni Fitri, Miftahul Grace Roselin Situmorang Gugun M. Simatupang Hanim, Muziyati Harum Isla Adila Harum Isla Adila Hoesup Pamoajer Husni Sabil Husni Sabil Ira Puspita Jefri Marzal Jefri Marzal Jodion Siburian Johan Wicaksana, Ervan Juliarna, Alpita Kamariyah Kamariyah Kamariyah Kamariyah kamariyah, kamariyah Khusnelia, Jeni Kintan Resqitha Ekaputri Kuswanto Kuswanto Latifa Rahdiani Sari Latifa Rahdiani Sari Makruf Akbar Mareta, Yoan Mawarti, Indah Meinarisa Meinarisa Meinarisa, Meinarisa Muhamad Naufal Muhammad Adi Saputra Mujahidawati Mujahidawati Mujahidawati Mujahidawati Mujahidawati, Mujahidawati Nawahdani, Ahmad Mansur Nazarudin Nintia Litano Buyung Nizlel Huda novferma, novferma Novi Kurniawan Nunung Fajaryani, Nunung Nurhidayati, Rina Nurhusna Nurlinawati OKTADINATA, ALEK OKTARIA, RINA RINA Pesesa, Geza Phatona, Naifa Amanda Prasasty, Aliffia Teja Putri Irwanti Sari Putri Kunanti, Rts. Ocha Qhory Riana AlVonda Rafiah, Arys Ranti Nurhadiyati Ratih Noverlika Ratih Noverlika Reli Handayani, Reli Revis Asra Rina Nurhidayati Rina Nurhidayati Rina Nurhidayati Soebardji Rini Setiowati Riska Amalya Nasution Riska Amalya Nasution Riska Fitriani Romi Kurniadi RR. Ella Evrita Hestiandari Rts, Netisa Martawinarti Ruslina Irianty Rustam A.R Selang Sahara Sahara Samara Alifa Jazuli Sari, Hera Puspita Selvani, Mea Wiyana Sherly Ardila Putri Simatupang, Gugun M Simatupang, Gugun Manosor Siska Siti Ayu Kumala Siti Humayro Billah Syaefudin Akbar Syaiful Tania Nur Azizah Tiona Pasaribu, Feri Tri Andini, Febri Tria Agustina Uci Fatonah Upik Yelianti Velyda Noer Praniasty Viola Amelia Syafitri Wardi Syafmen Wawan Junresti Daya Yaldi , Destri Yannur, Reni Yelli Ramalisa Yetti Supriyati Yetty Supriyati Yovhandra Ockta Yuliana Yuliana Yuliana Yuliana Yusrah Nazari Firdaus Zam Zam Al Arif, Tubagus Zeny Fatimah Hunusalela