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Published on: January 29, 2014
Item-saving assessment of self-care performance in children with developmental disabilities: A prospective
Cheng-Te Chen1, Yu-Lan Chen2, Yu-Ching Lin3,4
1Department of Educational Psychology and Counseling, National Tsing Hua University, Hsinchu, Taiwan, R.O.C.
Insights
A new computerized adaptive test (CAT-SC) efficiently measures self-care performance in children with developmental disabilities. This tool provides precise results using significantly fewer items, aiding clinical and research applications.
Area of Science:
- Developmental Psychology
- Pediatric Rehabilitation
- Psychometrics
Background:
- Accurate assessment of self-care performance is crucial for children with developmental disabilities (DD).
- Existing assessment methods may be lengthy and less efficient for this population.
- Development of precise and efficient measurement tools is needed for clinical and research settings.
Purpose of the Study:
- To construct a Computerized Adaptive Test for Self-Care (CAT-SC) for children with DD (aged 6 months to 12 years).
- To ensure the CAT-SC measures self-care performance accurately, inclusively, and efficiently.
- To validate the CAT-SC's psychometric properties and optimize its administration.
Main Methods:
- Developed a 73-item item bank for the CAT-SC.
- Utilized item response theory (IRT) to analyze data from 215 caregivers, assessing unidimensionality, item fit, and differential item functioning (DIF).
- Conducted a simulation study to establish stopping rules and evaluate reliability and concurrent validity.
Main Results:
- The final CAT-SC item bank comprised 56 items, with suggested stopping rules based on reliability (>0.9) or test length (14 items).
- Simulations indicated that 85% of scores achieved >0.9 reliability with a mean test length of 8.5 items.
- The CAT-SC administered 75-84% fewer items than the full bank, with highly similar performance estimates (Pearson r = 0.98).
Conclusions:
- The CAT-SC efficiently and precisely measures self-care performance in children with DD, comparable to typically developing children.
- The CAT-SC item bank demonstrates good reliability and a unidimensional self-care construct.
- The CAT-SC offers a valuable tool for assessing self-care performance in clinical and research settings, reducing assessment time significantly.
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.
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