OBJECTIVE: To compare the measurement efficiency and precision of a multidimensional computer adaptive testing (M-CAT) application to a unidimensional CAT (U-CAT) comparison using item bank data from 2 of the functional skills scales of the Pediatric Evaluation of Disability Inventory (PEDI). DESIGN: Using existing PEDI mobility and self-care item banks, we compared the stability of item calibrations and model fit between unidimensional and multidimensional Rasch models and compared the efficiency and precision of the U-CAT- and M-CAT-simulated assessments to a random draw of items. SETTING: Pediatric rehabilitation hospital and clinics. PARTICIPANTS: Clinical and normative samples. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Not applicable. RESULTS: The M-CAT had greater levels of precision and efficiency than the separate mobility and self-care U-CAT versions when using a similar number of items for each PEDI subdomain. Equivalent estimation of mobility and self-care scores can be achieved with a 25% to 40% item reduction with the M-CAT compared with the U-CAT. CONCLUSIONS: M-CAT applications appear to have both precision and efficiency advantages compared with separate U-CAT assessments when content subdomains have a high correlation. Practitioners may also realize interpretive advantages of reporting test score information for each subdomain when separate clinical inferences are desired.
OBJECTIVE: To compare the measurement efficiency and precision of a multidimensional computer adaptive testing (M-CAT) application to a unidimensional CAT (U-CAT) comparison using item bank data from 2 of the functional skills scales of the Pediatric Evaluation of Disability Inventory (PEDI). DESIGN: Using existing PEDI mobility and self-care item banks, we compared the stability of item calibrations and model fit between unidimensional and multidimensional Rasch models and compared the efficiency and precision of the U-CAT- and M-CAT-simulated assessments to a random draw of items. SETTING: Pediatric rehabilitation hospital and clinics. PARTICIPANTS: Clinical and normative samples. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Not applicable. RESULTS: The M-CAT had greater levels of precision and efficiency than the separate mobility and self-care U-CAT versions when using a similar number of items for each PEDI subdomain. Equivalent estimation of mobility and self-care scores can be achieved with a 25% to 40% item reduction with the M-CAT compared with the U-CAT. CONCLUSIONS: M-CAT applications appear to have both precision and efficiency advantages compared with separate U-CAT assessments when content subdomains have a high correlation. Practitioners may also realize interpretive advantages of reporting test score information for each subdomain when separate clinical inferences are desired.
Authors: Helene M Dumas; Maria A Fragala-Pinkham; Stephen M Haley; Pengsheng Ni; Wendy Coster; Jessica M Kramer; Ying-Chia Kao; Richard Moed; Larry H Ludlow Journal: Disabil Rehabil Date: 2011-10-12 Impact factor: 3.033
Authors: Stephen M Haley; Wendy I Coster; Ying-Chia Kao; Helene M Dumas; Maria A Fragala-Pinkham; Jessica M Kramer; Larry H Ludlow; Richard Moed Journal: Pediatr Phys Ther Date: 2010 Impact factor: 3.049
Authors: Esi Morgan DeWitt; Brian D Stucky; David Thissen; Debra E Irwin; Michelle Langer; James W Varni; Jin-Shei Lai; Karin B Yeatts; Darren A Dewalt Journal: J Clin Epidemiol Date: 2011-02-02 Impact factor: 6.437
Authors: Stephen M Haley; Maria A Fragala-Pinkham; Helene M Dumas; Pengsheng Ni; George E Gorton; Kyle Watson; Kathleen Montpetit; Nathalie Bilodeau; Ronald K Hambleton; Carole A Tucker Journal: Phys Ther Date: 2009-05-07
Authors: Stephen M Haley; Pengsheng Ni; Helene M Dumas; Maria A Fragala-Pinkham; Ronald K Hambleton; Kathleen Montpetit; Nathalie Bilodeau; George E Gorton; Kyle Watson; Carole A Tucker Journal: Qual Life Res Date: 2009-02-17 Impact factor: 4.147
Authors: Karon F Cook; Seung W Choi; Paul K Crane; Richard A Deyo; Kurt L Johnson; Dagmar Amtmann Journal: Spine (Phila Pa 1976) Date: 2008-05-20 Impact factor: 3.468