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An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model

Authors :
Feifei Huang
Zhe Li
Ying Liu
Jingan Su
Li Yin
Minqiang Zhang
Source :
Frontiers in Psychology, Vol 12 (2022)
Publication Year :
2022
Publisher :
Frontiers Media S.A., 2022.

Abstract

Educational assessments tests are often constructed using testlets because of the flexibility to test various aspects of the cognitive activities and broad content sampling. However, the violation of the local item independence assumption is inevitable when tests are built using testlet items. In this study, simulations are conducted to evaluate the performance of item response theory models and testlet response theory models for both the dichotomous and polytomous items in the context of equating tests composed of testlets. We also examine the impact of testlet effect, length of testlet items, and sample size on estimating item and person parameters. The results show that more accurate performance of testlet response theory models over item response theory models was consistently observed across the studies, which supports the benefits of using the testlet response theory models in equating for tests composed of testlets. Further, results of the study indicate that when sample size is large, item response theory models performed similarly to testlet response theory models across all studies.

Details

Language :
English
ISSN :
16641078
Volume :
12
Database :
Directory of Open Access Journals
Journal :
Frontiers in Psychology
Publication Type :
Academic Journal
Accession number :
edsdoj.8dd36c5e8c540d9b6361343a759422d
Document Type :
article
Full Text :
https://doi.org/10.3389/fpsyg.2021.743362