Adaptive testing for multiple traits in a proportional odds model with applications to detect SNP‐brain network associations
Sign Up to like & getrecommendations! Published in 2017 at "Genetic Epidemiology"
DOI: 10.1002/gepi.22033
Abstract: There has been increasing interest in developing more powerful and flexible statistical tests to detect genetic associations with multiple traits, as arising from neuroimaging genetic studies. Most of existing methods treat a single trait or… read more here.
Keywords: proportional odds; odds model; multiple traits; adaptive testing ... See more keywords
Bayesian adaptive testing with polytomous items
Sign Up to like & getrecommendations! Published in 2020 at "Behaviormetrika"
DOI: 10.1007/s41237-020-00114-8
Abstract: An extremely efficient MCMC method for Bayesian adaptive testing with polytomous items is explained both conceptually and in mathematical detail. Results from extensive simulation studies with different item pools, polytomous response models, calibration sample sizes,… read more here.
Keywords: adaptive testing; polytomous items; bayesian adaptive; testing polytomous ... See more keywords
Adaptive testing of the critical features in 2D-shape discrimination by pigeons and starlings.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of experimental psychology. Animal learning and cognition"
DOI: 10.1037/xan0000307
Abstract: An innovative adaptive discrimination procedure examined how two bird species, pigeons and starlings, recognize and discriminate two-dimensional (2D) visual shapes. Prior results suggest a comparative divergence between mammals and birds in their relative reliance on… read more here.
Keywords: shape discrimination; pigeons starlings; adaptive testing; testing critical ... See more keywords
Development of an item bank for computerized adaptive testing of self-reported cognitive difficulty in cancer patients.
Sign Up to like & getrecommendations! Published in 2017 at "Neuro-oncology practice"
DOI: 10.1093/nop/npw026
Abstract: Background The European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Group is developing computerized adaptive testing (CAT) versions of each scale of the EORTC Quality of Life Questionnaire (EORTC QLQ-C30). This… read more here.
Keywords: item bank; adaptive testing; computerized adaptive; cancer ... See more keywords
Adaptive Testing Based on Moment Estimation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2017.2761767
Abstract: Adaptive testing (AT) is a software testing approach that uses a feedback mechanism to enhance test effectiveness. Its testing strategy can be adjusted online by using the testing data collected during the software testing process.… read more here.
Keywords: based moment; adaptive testing; approach; estimation ... See more keywords
Developing new online calibration methods for multidimensional computerized adaptive testing
Sign Up to like & getrecommendations! Published in 2017 at "British Journal of Mathematical and Statistical Psychology"
DOI: 10.1111/bmsp.12083
Abstract: Multidimensional computerized adaptive testing (MCAT) has received increasing attention over the past few years in educational measurement. Like all other formats of CAT, item replenishment is an essential part of MCAT for its item bank… read more here.
Keywords: online calibration; mcat; adaptive testing; computerized adaptive ... See more keywords
When I say … computerised adaptive testing
Sign Up to like & getrecommendations! Published in 2019 at "Medical Education"
DOI: 10.1111/medu.13648
Abstract: In this “when i say…” article, the authors define ‘computerized adaptive testing’ by explaining how its application aligns with modern learning theories and could be utilized to better support trainees’ learning. read more here.
Keywords: computerised adaptive; adaptive testing; say computerised;
Projection-Based Stopping Rules for Computerized Adaptive Testing in Licensure Testing
Sign Up to like & getrecommendations! Published in 2018 at "Applied Psychological Measurement"
DOI: 10.1177/0146621617726790
Abstract: The confidence interval (CI) stopping rule is commonly used in licensure settings to make classification decisions with fewer items in computerized adaptive testing (CAT). However, it tends to be less efficient in the near-cut regions… read more here.
Keywords: adaptive testing; stopping rules; based stopping; projection based ... See more keywords
Multidimensional Computerized Adaptive Testing Using Non-Compensatory Item Response Theory Models
Sign Up to like & getrecommendations! Published in 2019 at "Applied Psychological Measurement"
DOI: 10.1177/0146621618800280
Abstract: Current use of multidimensional computerized adaptive testing (MCAT) has been developed in conjunction with compensatory multidimensional item response theory (MIRT) models rather than with non-compensatory ones. In recognition of the usefulness of MCAT and the… read more here.
Keywords: information; adaptive testing; non compensatory; item ... See more keywords
Computerized Adaptive Testing for Ipsative Tests with Multidimensional Pairwise-Comparison Items: Algorithm Development and Applications
Sign Up to like & getrecommendations! Published in 2022 at "Applied Psychological Measurement"
DOI: 10.1177/01466216221084209
Abstract: A computerized adaptive testing (CAT) solution for tests with multidimensional pairwise-comparison (MPC) items, aiming to measure career interest, value, and personality, is rare. This paper proposes new item selection and exposure control methods for CAT… read more here.
Keywords: tests multidimensional; mpc items; adaptive testing; computerized adaptive ... See more keywords
Termination Criteria for Grid Multiclassification Adaptive Testing With Multidimensional Polytomous Items
Sign Up to like & getrecommendations! Published in 2022 at "Applied Psychological Measurement"
DOI: 10.1177/01466216221108383
Abstract: Adaptive classification testing (ACT) is a variation of computerized adaptive testing (CAT) that is developed to efficiently classify examinees into multiple groups based on predetermined cutoffs. In multidimensional multiclassification (i.e., more than two categories exist… read more here.
Keywords: classification; multiclassification; adaptive testing; grid multiclassification ... See more keywords