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ERIC Number: EJ812120
Record Type: Journal
Publication Date: 2008-Sep
Pages: 20
Abstractor: As Provided
Reference Count: N/A
ISSN: ISSN-0033-3123
Bayesian Procedures for Identifying Aberrant Response-Time Patterns in Adaptive Testing
van der Linden, Wim J.; Guo, Fanmin
Psychometrika, v73 n3 p365-384 Sep 2008
In order to identify aberrant response-time patterns on educational and psychological tests, it is important to be able to separate the speed at which the test taker operates from the time the items require. A lognormal model for response times with this feature was used to derive a Bayesian procedure for detecting aberrant response times. Besides, a combination of the response-time model with a regular response model in an hierarchical framework was used in an alternative procedure for the detection of aberrant response times, in which collateral information on the test takers' speed is derived from their response vectors. The procedures are illustrated using a data set for the Graduate Management Admission Test[R] (GMAT[R]). In addition, a power study was conducted using simulated cheating behavior on an adaptive test.
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Assessments and Surveys: Graduate Management Admission Test