01507nas a2200217 4500008004100000245008100041210006900122300001200191490000700203520078900210653001100999653003401010653002201044653003501066653002101101653002101122100001901143700001401162700001601176856009701192 2010 eng d00aItem Selection and Hypothesis Testing for the Adaptive Measurement of Change0 aItem Selection and Hypothesis Testing for the Adaptive Measureme a238-2540 v343 a
Assessing individual change is an important topic in both psychological and educational measurement. An adaptive measurement of change (AMC) method had previously been shown to exhibit greater efficiency in detecting change than conventional nonadaptive methods. However, little work had been done to compare different procedures within the AMC framework. This study introduced a new item selection criterion and two new test statistics for detecting change with AMC that were specifically designed for the paradigm of hypothesis testing. In two simulation sets, the new methods for detecting significant change improved on existing procedures by demonstrating better adherence to Type I error rates and substantially better power for detecting relatively small change.
10achange10acomputerized adaptive testing10aindividual change10aKullback–Leibler information10alikelihood ratio10ameasuring change1 aFinkelman, M D1 aWeiss, DJ1 aKim-Kang, G uhttp://iacat.org/content/item-selection-and-hypothesis-testing-adaptive-measurement-change-000552nas a2200121 4500008004100000245008100041210006900122260009700191100001700288700001400305700001600319856009500335 2009 eng d00aItem selection and hypothesis testing for the adaptive measurement of change0 aItem selection and hypothesis testing for the adaptive measureme aD. J. Weiss (Ed.), Proceedings of the 2009 GMAC Conference on Computerized Adaptive Testing.1 aFinkelman, M1 aWeiss, DJ1 aKim-Kang, G uhttp://iacat.org/content/item-selection-and-hypothesis-testing-adaptive-measurement-change00371nas a2200121 4500008004100000245004600041210004600087300001000133490000800143100001600151700001400167856006800181 2008 eng d00aAdaptive measurement of individual change0 aAdaptive measurement of individual change a49-580 v2161 aKim-Kang, G1 aWeiss, DJ uhttp://iacat.org/content/adaptive-measurement-individual-change00569nas a2200109 4500008004100000245010200041210006900143260009700212100001600309700001400325856012000339 2007 eng d00aComparison of computerized adaptive testing and classical methods for measuring individual change0 aComparison of computerized adaptive testing and classical method aD. J. Weiss (Ed.). Proceedings of the 2007 GMAC Conference on Computerized Adaptive Testing.1 aKim-Kang, G1 aWeiss, DJ uhttp://iacat.org/content/comparison-computerized-adaptive-testing-and-classical-methods-measuring-individual-change