Applying Item Response Theory model for evaluating item and test properties of academic potential test for students with disability

Sukaesi Marianti, D. Permatasari, U. W. Rahajeng
{"title":"Applying Item Response Theory model for evaluating item and test properties of academic potential test for students with disability","authors":"Sukaesi Marianti, D. Permatasari, U. W. Rahajeng","doi":"10.21831/PEP.V25I1.38808","DOIUrl":null,"url":null,"abstract":"Universitas Brawijaya (UB) is one of the pioneers of inclusive education in higher education in Indonesia. One of the innovations in the policies related to inclusive education is affirmative action admissions special for students with disabilities, namely Seleksi Mandiri Penyandang Disabilitas (Independent Selection for Person with Disabilities), which focuses on accommodating admissions selection for students with disabilities who want to enroll in bachelors or vocational programs. A part of this admission selection is the test called the Computer-Based Academic Potential Test. This study aims to evaluate, from a psychometric perspective, the psychometric properties of the potential academic test. The approach used in this study is the item response theory (IRT) framework, which is mostly used for evaluating psychometric quality at both item-level and test levels. This study's IRT model is a two-parameter logistic model that includes difficulty parameter and discrimination parameter. The result of this study exhibited that the three subtests of the Computer-Based Academic Potential Test, in general, have satisfying results from the 2PL model estimation. The result also showed that most of the item difficulties ranged from medium to very difficult.","PeriodicalId":33364,"journal":{"name":"Jurnal Penelitian dan Evaluasi Pendidikan","volume":"21 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2021-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Jurnal Penelitian dan Evaluasi Pendidikan","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.21831/PEP.V25I1.38808","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Universitas Brawijaya (UB) is one of the pioneers of inclusive education in higher education in Indonesia. One of the innovations in the policies related to inclusive education is affirmative action admissions special for students with disabilities, namely Seleksi Mandiri Penyandang Disabilitas (Independent Selection for Person with Disabilities), which focuses on accommodating admissions selection for students with disabilities who want to enroll in bachelors or vocational programs. A part of this admission selection is the test called the Computer-Based Academic Potential Test. This study aims to evaluate, from a psychometric perspective, the psychometric properties of the potential academic test. The approach used in this study is the item response theory (IRT) framework, which is mostly used for evaluating psychometric quality at both item-level and test levels. This study's IRT model is a two-parameter logistic model that includes difficulty parameter and discrimination parameter. The result of this study exhibited that the three subtests of the Computer-Based Academic Potential Test, in general, have satisfying results from the 2PL model estimation. The result also showed that most of the item difficulties ranged from medium to very difficult.
应用项目反应理论模型评价残疾学生学业潜能测验的项目和测验性质
布拉维贾亚大学(UB)是印尼高等教育全纳教育的先驱之一。与全纳教育相关的政策创新之一是针对残疾学生的招生平权行动,即Seleksi Mandiri Penyandang Disabilitas(残疾人自主选择),其重点是为希望进入本科或职业课程的残疾学生提供招生选择。入学选拔的一部分是名为计算机学术潜力测试的测试。本研究旨在从心理测量学的角度,评估潜在学术测验的心理测量学性质。本研究采用的方法是项目反应理论(IRT)框架,该框架主要用于评估项目水平和测试水平的心理测量质量。本研究的IRT模型是一个包含难度参数和判别参数的双参数logistic模型。本研究结果显示,从2PL模型的估计来看,计算机学术潜力测试的三个子测试总体上有令人满意的结果。结果还显示,大多数项目的难度范围从中等到非常困难。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
审稿时长
14 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信