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Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test
OBJECTIVE: The purpose of this study was to construct a computerized adaptive test (CAT) for measuring self-care performance (the CAT-SC) in children with developmental disabilities (DD) aged from 6 months to 12 years in a content-inclusive, precise, and efficient fashion. METHODS: The study was div...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5862472/ https://www.ncbi.nlm.nih.gov/pubmed/29561879 http://dx.doi.org/10.1371/journal.pone.0193936 |
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author | Chen, Cheng-Te Chen, Yu-Lan Lin, Yu-Ching Hsieh, Ching-Lin Tzeng, Jeng-Yi Chen, Kuan-Lin |
author_facet | Chen, Cheng-Te Chen, Yu-Lan Lin, Yu-Ching Hsieh, Ching-Lin Tzeng, Jeng-Yi Chen, Kuan-Lin |
author_sort | Chen, Cheng-Te |
collection | PubMed |
description | OBJECTIVE: The purpose of this study was to construct a computerized adaptive test (CAT) for measuring self-care performance (the CAT-SC) in children with developmental disabilities (DD) aged from 6 months to 12 years in a content-inclusive, precise, and efficient fashion. METHODS: The study was divided into 3 phases: (1) item bank development, (2) item testing, and (3) a simulation study to determine the stopping rules for the administration of the CAT-SC. A total of 215 caregivers of children with DD were interviewed with the 73-item CAT-SC item bank. An item response theory model was adopted for examining the construct validity to estimate item parameters after investigation of the unidimensionality, equality of slope parameters, item fitness, and differential item functioning (DIF). In the last phase, the reliability and concurrent validity of the CAT-SC were evaluated. RESULTS: The final CAT-SC item bank contained 56 items. The stopping rules suggested were (a) reliability coefficient greater than 0.9 or (b) 14 items administered. The results of simulation also showed that 85% of the estimated self-care performance scores would reach a reliability higher than 0.9 with a mean test length of 8.5 items, and the mean reliability for the rest was 0.86. Administering the CAT-SC could reduce the number of items administered by 75% to 84%. In addition, self-care performances estimated by the CAT-SC and the full item bank were very similar to each other (Pearson r = 0.98). CONCLUSION: The newly developed CAT-SC can efficiently measure self-care performance in children with DD whose performances are comparable to those of TD children aged from 6 months to 12 years as precisely as the whole item bank. The item bank of the CAT-SC has good reliability and a unidimensional self-care construct, and the CAT can estimate self-care performance with less than 25% of the items in the item bank. Therefore, the CAT-SC could be useful for measuring self-care performance in children with DD in clinical and research settings. |
format | Online Article Text |
id | pubmed-5862472 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-58624722018-03-28 Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test Chen, Cheng-Te Chen, Yu-Lan Lin, Yu-Ching Hsieh, Ching-Lin Tzeng, Jeng-Yi Chen, Kuan-Lin PLoS One Research Article OBJECTIVE: The purpose of this study was to construct a computerized adaptive test (CAT) for measuring self-care performance (the CAT-SC) in children with developmental disabilities (DD) aged from 6 months to 12 years in a content-inclusive, precise, and efficient fashion. METHODS: The study was divided into 3 phases: (1) item bank development, (2) item testing, and (3) a simulation study to determine the stopping rules for the administration of the CAT-SC. A total of 215 caregivers of children with DD were interviewed with the 73-item CAT-SC item bank. An item response theory model was adopted for examining the construct validity to estimate item parameters after investigation of the unidimensionality, equality of slope parameters, item fitness, and differential item functioning (DIF). In the last phase, the reliability and concurrent validity of the CAT-SC were evaluated. RESULTS: The final CAT-SC item bank contained 56 items. The stopping rules suggested were (a) reliability coefficient greater than 0.9 or (b) 14 items administered. The results of simulation also showed that 85% of the estimated self-care performance scores would reach a reliability higher than 0.9 with a mean test length of 8.5 items, and the mean reliability for the rest was 0.86. Administering the CAT-SC could reduce the number of items administered by 75% to 84%. In addition, self-care performances estimated by the CAT-SC and the full item bank were very similar to each other (Pearson r = 0.98). CONCLUSION: The newly developed CAT-SC can efficiently measure self-care performance in children with DD whose performances are comparable to those of TD children aged from 6 months to 12 years as precisely as the whole item bank. The item bank of the CAT-SC has good reliability and a unidimensional self-care construct, and the CAT can estimate self-care performance with less than 25% of the items in the item bank. Therefore, the CAT-SC could be useful for measuring self-care performance in children with DD in clinical and research settings. Public Library of Science 2018-03-21 /pmc/articles/PMC5862472/ /pubmed/29561879 http://dx.doi.org/10.1371/journal.pone.0193936 Text en © 2018 Chen et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Chen, Cheng-Te Chen, Yu-Lan Lin, Yu-Ching Hsieh, Ching-Lin Tzeng, Jeng-Yi Chen, Kuan-Lin Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test |
title | Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test |
title_full | Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test |
title_fullStr | Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test |
title_full_unstemmed | Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test |
title_short | Item-saving assessment of self-care performance in children with developmental disabilities: A prospective caregiver-report computerized adaptive test |
title_sort | item-saving assessment of self-care performance in children with developmental disabilities: a prospective caregiver-report computerized adaptive test |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5862472/ https://www.ncbi.nlm.nih.gov/pubmed/29561879 http://dx.doi.org/10.1371/journal.pone.0193936 |
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