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An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model
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 th...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790509/ https://www.ncbi.nlm.nih.gov/pubmed/35095641 http://dx.doi.org/10.3389/fpsyg.2021.743362 |
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author | Huang, Feifei Li, Zhe Liu, Ying Su, Jingan Yin, Li Zhang, Minqiang |
author_facet | Huang, Feifei Li, Zhe Liu, Ying Su, Jingan Yin, Li Zhang, Minqiang |
author_sort | Huang, Feifei |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-8790509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87905092022-01-27 An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model Huang, Feifei Li, Zhe Liu, Ying Su, Jingan Yin, Li Zhang, Minqiang Front Psychol Psychology 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. Frontiers Media S.A. 2022-01-12 /pmc/articles/PMC8790509/ /pubmed/35095641 http://dx.doi.org/10.3389/fpsyg.2021.743362 Text en Copyright © 2022 Huang, Li, Liu, Su, Yin and Zhang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Huang, Feifei Li, Zhe Liu, Ying Su, Jingan Yin, Li Zhang, Minqiang An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model |
title | An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model |
title_full | An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model |
title_fullStr | An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model |
title_full_unstemmed | An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model |
title_short | An Extension of Testlet-Based Equating to the Polytomous Testlet Response Theory Model |
title_sort | extension of testlet-based equating to the polytomous testlet response theory model |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8790509/ https://www.ncbi.nlm.nih.gov/pubmed/35095641 http://dx.doi.org/10.3389/fpsyg.2021.743362 |
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