ERIC Number: EJ1359578
Record Type: Journal
Publication Date: 2022
Pages: 13
Abstractor: As Provided
ISBN: N/A
ISSN: N/A
EISSN: EISSN-2148-7456
Available Date: N/A
To What Extent Are Item Discrimination Values Realistic? A New Index for Two-Dimensional Structures
International Journal of Assessment Tools in Education, v9 n3 p728-740 2022
Most researchers investigate the corrected item-total correlation of items when analyzing item discrimination in multi-dimensional structures under the Classical Test Theory, which might lead to underestimating item discrimination, thereby removing items from the test. Researchers might investigate the corrected item-total correlation with the factors to which that item belongs; however, getting a general overview of the entire test is impossible. Based on this problem, this study aims to recommend a new index to investigate item discrimination in two-dimensional structures through a Monte Carlo simulation. The new item discrimination index is evaluated by identifying sample size, item discrimination value, inter-factor correlation, and the number of categories. Based upon the results of the study it can be claimed that the proposed item discrimination index proves acceptable performance for two-dimensional structures. Accordingly, using this new item discrimination index could be recommended to researchers when investigating item discrimination in two-dimensional structures.
Descriptors: Item Analysis, Correlation, Item Response Theory, Test Items, Monte Carlo Methods, Interrater Reliability, Programming Languages, Geometry
International Journal of Assessment Tools in Education. Pamukkale University, Faculty of Education, Kinikli Campus, Denizli 20070, Turkey. e-mail: ijate.editor@gmail.com; Web site: https://ijate.net/index.php/ijate
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
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Language: English
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Authoring Institution: N/A
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Author Affiliations: N/A