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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2020
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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. |
format | Online Article Text |
id | pubmed-7736241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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