-Stratified computerized adaptive testing with -blocking (AST), as an alternative to the widely used maximum Fisher information (MFI) item selection method, can effectively balance item pool usage while providing accurate latent trait estimates in computerized adaptive testing (CAT). However, previous comparisons of these methods have treated item parameter estimates as if they are the true population parameter values. Consequently, capitalization on chance may occur. In this article, we examined the performance of the AST method under more realistic conditions where item parameter instead of true parameter values are used in the CAT. Its performance was compared against that of the MFI method when the latter is used in conjunction with Sympson-Hetter or randomesque exposure control. Results indicate that the MFI method, even when combined with exposure control, is susceptible to capitalization on chance. This is particularly true when the calibration sample size is small. On the other hand, AST is more robust to capitalization on chance. Consistent with previous investigations using true item parameter values, AST yields much more balanced item pool usage, with a small loss in the precision of latent trait estimates. The loss is negligible when the test is as long as 40 items.
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http://dx.doi.org/10.1177/0013164414530719 | DOI Listing |
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School of Health and Social Care, Department of Allied Health Professions, University of Teesside, Middlesbrough, UK.
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December 2024
Department of Development and Regeneration, University of Leuven (KU Leuven), Leuven, Belgium; KU Leuven Child and Youth Institute (L-C&Y), Leuven, Belgium. Electronic address:
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Heliyon
December 2024
School of Business Administration, Zhongnan University of Economics and Law, Wuhan, 430073, China.
Land use planning tools are essential for effective land management. However, existing research has not thoroughly explored the evolution and future potential of these tools. This study addresses this gap through comprehensive literature review and data collection, mapping the progression of land use planning tools from their inception to their future trajectories.
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