Applying Item Response Theory to Analyzing and Improving the Item Quality of an Online Chinese Reading Assessment

被引:0
|
作者
Tian, Xinyun [1 ]
Han, Xiaoxue [1 ]
Cheng, Hercy N. H. [1 ]
Chang, Wang-Chen [2 ]
Liao, Calvin C. Y.
Sun, Jianwen [1 ]
Zhu, Xiaoliang [1 ]
Liu, Sanya [1 ]
机构
[1] Cent China Normal Univ, Natl Engn Res Ctr E Learning, Wuhan, Hubei, Peoples R China
[2] Natl Cent Univ, Grad Inst Learning & Instruct, Taoyuan, Taiwan
关键词
Reading ability; test quality; item response theory; VALIDATION;
D O I
10.1109/IIAI-AAI.2017.100
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to realize the individualized teaching of Chinese language in primary schools, this research has developed an online Chinese reading assessment for primary schools, which aims to record the students' test process and analyze the development level of students' Chinese reading ability. In this paper, the item response theory (IRT) is applied to the quality analysis of the assessment in terms of measurement attributes (difficulty, discrimination, guessing), item characteristic curve, item information function and test information function. Additionally, this paper further explores the relationship between the various parameters of the items. The results show that the IRT can effectively guide the construction of the reading assessment scale, improve the discrimination degree, reduce the guessing degree, and effectively improve the quality of the item. This paper also proposes a method to find out the unreasonable options and modify items locally through project parameters and option analysis. It is expected that researchers and educators can modify the item more efficiently by quality analysis.
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页码:754 / 759
页数:6
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