ERIC Number: EJ982334
Record Type: Journal
Publication Date: 2012-Oct
Pages: 19
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0013-1644
EISSN: N/A
Treatment of Not-Administered Items on Individually Administered Intelligence Tests
He, Wei; Wolfe, Edward W.
Educational and Psychological Measurement, v72 n5 p808-826 Oct 2012
In administration of individually administered intelligence tests, items are commonly presented in a sequence of increasing difficulty, and test administration is terminated after a predetermined number of incorrect answers. This practice produces stochastically censored data, a form of nonignorable missing data. By manipulating four factors (i.e., treatment of nonresponses, ability estimation method, test length, and stopping rule), this study investigated how accurately ability parameters are recovered under these conditions. The results suggest that there might be a complex interaction among these manipulated factors with respect to parameter estimation bias. The worst estimates occur when nonadministered items are treated as incorrect. Treating nonadministered items as not presented or fractionally correct appears to produce more accurate ability estimates. Among the ability estimation methods examined in this study, the Expected A Posterior and Maximum A posteriori methods tend to produce less estimation error in the presence of censored data. The differences in missing data treatment methods tend to have greater impact on ability estimate under maximum likelihood estimation than Bayesian methods. (Contains 1 note, 5 tables, and 6 figures.)
Descriptors: Individual Testing, Intelligence Tests, Test Items, Test Length, Scoring, Ability, Computation, Accuracy, Maximum Likelihood Statistics, Bayesian Statistics, Item Response Theory, Simulation, Preschool Children
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Publication Type: Journal Articles; Reports - Research
Education Level: Early Childhood Education; Preschool Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A