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Title:Application of Appropriateness Measurement to a Problem in Adaptive Testing
Author(s):Candell, Gregory Lloyd
Department / Program:Psychology
Discipline:Psychology
Degree Granting Institution:University of Illinois at Urbana-Champaign
Degree:Ph.D.
Genre:Dissertation
Subject(s):Psychology, Psychometrics
Abstract:The effects of an initial sequence of 1-5 random responses to 15, 20 and 25-item adaptive tests were examined using simulation. Results indicated that adaptive tests are not robust to initial sequences of misinformative responses. Significant underestimation of ability occurred when as few as the initial 2 responses were random. A likelihood ratio (LR) statistic was used to detect the occurrence of this type of response aberrance. The statistic was evaluated by determining hit rates and false positive rates under several conditions, including: (1) comparison with other appropriateness indices; (2) standardization of the likelihood ratio; and (3) cases where the alternative hypothesis specified in the likelihood ratio was not the actual form of response aberrance. The LR index detected initial sequences of random responses with high levels of accuracy. Other appropriateness indices provided considerably lower detection rates. Possible explanations for these findings are presented and areas for future research are identified.
Issue Date:1988
Type:Text
Description:100 p.
Thesis (Ph.D.)--University of Illinois at Urbana-Champaign, 1988.
URI:http://hdl.handle.net/2142/69713
Other Identifier(s):(UMI)AAI8908637
Date Available in IDEALS:2014-12-15
Date Deposited:1988


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