%0 Journal Article %J Journal of Educational and Behavioral Statistics %D 2003 %T Some alternatives to Sympson-Hetter item-exposure control in computerized adaptive testing %A van der Linden, W. J. %K Adaptive Testing %K Computer Assisted Testing %K Test Items computerized adaptive testing %X TheHetter and Sympson (1997; 1985) method is a method of probabilistic item-exposure control in computerized adaptive testing. Setting its control parameters to admissible values requires an iterative process of computer simulations that has been found to be time consuming, particularly if the parameters have to be set conditional on a realistic set of values for the examinees’ ability parameter. Formal properties of the method are identified that help us explain why this iterative process can be slow and does not guarantee admissibility. In addition, some alternatives to the SH method are introduced. The behavior of these alternatives was estimated for an adaptive test from an item pool from the Law School Admission Test (LSAT). Two of the alternatives showed attractive behavior and converged smoothly to admissibility for all items in a relatively small number of iteration steps. %B Journal of Educational and Behavioral Statistics %V 28 %P 249-265 %G eng %0 Journal Article %J Journal of Educational Measurement %D 2001 %T Item selection in computerized adaptive testing: Should more discriminating items be used first? %A Hau, Kit-Tai %A Chang, Hua-Hua %K ability %K Adaptive Testing %K Computer Assisted Testing %K Estimation %K Statistical %K Test Items computerized adaptive testing %X During computerized adaptive testing (CAT), items are selected continuously according to the test-taker's estimated ability. Test security has become a problem because high-discrimination items are more likely to be selected and become overexposed. So, there seems to be a tradeoff between high efficiency in ability estimations and balanced usage of items. This series of four studies addressed the dilemma by focusing on the notion of whether more or less discriminating items should be used first in CAT. The first study demonstrated that the common maximum information method with J. B. Sympson and R. D. Hetter (1985) control resulted in the use of more discriminating items first. The remaining studies showed that using items in the reverse order, as described in H. Chang and Z. Yings (1999) stratified method had potential advantages: (a) a more balanced item usage and (b) a relatively stable resultant item pool structure with easy and inexpensive management. This stratified method may have ability-estimation efficiency better than or close to that of other methods. It is argued that the judicious selection of items, as in the stratified method, is a more active control of item exposure. (PsycINFO Database Record (c) 2005 APA ) %B Journal of Educational Measurement %V 38 %P 249-266 %G eng