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Development of Computerized Adaptive Testing for Emotion Regulation

Emotion regulation (ER) plays a vital role in individuals’ well-being and successful functioning. In this study, we attempted to develop a computerized adaptive testing (CAT) to efficiently evaluate ER, namely the CAT-ER. The initial CAT-ER item bank comprised 154 items from six commonly used ER sca...

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Autores principales: Xu, Lingling, Jin, Ruyi, Huang, Feifei, Zhou, Yanhui, Li, Zonglong, Zhang, Minqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736241/
https://www.ncbi.nlm.nih.gov/pubmed/33335495
http://dx.doi.org/10.3389/fpsyg.2020.561358
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author Xu, Lingling
Jin, Ruyi
Huang, Feifei
Zhou, Yanhui
Li, Zonglong
Zhang, Minqiang
author_facet Xu, Lingling
Jin, Ruyi
Huang, Feifei
Zhou, Yanhui
Li, Zonglong
Zhang, Minqiang
author_sort Xu, Lingling
collection PubMed
description Emotion regulation (ER) plays a vital role in individuals’ well-being and successful functioning. In this study, we attempted to develop a computerized adaptive testing (CAT) to efficiently evaluate ER, namely the CAT-ER. The initial CAT-ER item bank comprised 154 items from six commonly used ER scales, which were completed by 887 participants recruited in China. We conducted unidimensionality testing, item response theory (IRT) model comparison and selection, and IRT item analysis including local independence, item fit, differential item functioning, and item discrimination. Sixty-three items with good psychometric properties were retained in the final CAT-ER. Then, two CAT simulation studies were implemented to assess the CAT-ER, which revealed that the CAT-ER developed in this study performed reasonably well, considering that it greatly lessened the test items and time without losing measurement accuracy.
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spelling pubmed-77362412020-12-16 Development of Computerized Adaptive Testing for Emotion Regulation Xu, Lingling Jin, Ruyi Huang, Feifei Zhou, Yanhui Li, Zonglong Zhang, Minqiang Front Psychol Psychology Emotion regulation (ER) plays a vital role in individuals’ well-being and successful functioning. In this study, we attempted to develop a computerized adaptive testing (CAT) to efficiently evaluate ER, namely the CAT-ER. The initial CAT-ER item bank comprised 154 items from six commonly used ER scales, which were completed by 887 participants recruited in China. We conducted unidimensionality testing, item response theory (IRT) model comparison and selection, and IRT item analysis including local independence, item fit, differential item functioning, and item discrimination. Sixty-three items with good psychometric properties were retained in the final CAT-ER. Then, two CAT simulation studies were implemented to assess the CAT-ER, which revealed that the CAT-ER developed in this study performed reasonably well, considering that it greatly lessened the test items and time without losing measurement accuracy. Frontiers Media S.A. 2020-12-01 /pmc/articles/PMC7736241/ /pubmed/33335495 http://dx.doi.org/10.3389/fpsyg.2020.561358 Text en Copyright © 2020 Xu, Jin, Huang, Zhou, Li and Zhang. http://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
Xu, Lingling
Jin, Ruyi
Huang, Feifei
Zhou, Yanhui
Li, Zonglong
Zhang, Minqiang
Development of Computerized Adaptive Testing for Emotion Regulation
title Development of Computerized Adaptive Testing for Emotion Regulation
title_full Development of Computerized Adaptive Testing for Emotion Regulation
title_fullStr Development of Computerized Adaptive Testing for Emotion Regulation
title_full_unstemmed Development of Computerized Adaptive Testing for Emotion Regulation
title_short Development of Computerized Adaptive Testing for Emotion Regulation
title_sort development of computerized adaptive testing for emotion regulation
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736241/
https://www.ncbi.nlm.nih.gov/pubmed/33335495
http://dx.doi.org/10.3389/fpsyg.2020.561358
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