Some recommendations for developing multidimensional computerized adaptive tests for patient-reported outcomes
Sign Up to like & getrecommendations! Published in 2018 at "Quality of Life Research"
DOI: 10.1007/s11136-018-1821-8
Abstract: PurposeMultidimensional item response theory and computerized adaptive testing (CAT) are increasingly used in mental health, quality of life (QoL), and patient-reported outcome measurement. Although multidimensional assessment techniques hold promises, they are more challenging in their… read more here.
Keywords: item; developing multidimensional; computerized adaptive; precision ... See more keywords
Computerized Adaptive Tests for Rapid and Accurate Assessment of Psychopathology Dimensions in Youth.
Sign Up to like & getrecommendations! Published in 2019 at "Journal of the American Academy of Child and Adolescent Psychiatry"
DOI: 10.1016/j.jaac.2019.08.009
Abstract: BACKGROUND At least half of youth with mental disorders are unrecognized and untreated. Rapid, accurate assessment of child mental disorders could facilitate identification and referral and potentially reduce the occurrence of functional disability that stems… read more here.
Keywords: accurate assessment; disorder; rapid accurate; computerized adaptive ... See more keywords
Development of a computerized adaptive screening tool for overall psychopathology ("p").
Sign Up to like & getrecommendations! Published in 2019 at "Journal of psychiatric research"
DOI: 10.1016/j.jpsychires.2019.05.028
Abstract: A substantial body of work supports the existence of a general psychopathology factor ("p"). Psychometrically, this is important because it implies that there is a psychological phenomenon (overall psychopathology) that can be measured and potentially… read more here.
Keywords: overall psychopathology; tool; omi screener; computerized adaptive ... See more keywords
Development of a computerized adaptive diagnostic screening tool for psychosis
Sign Up to like & getrecommendations! Published in 2021 at "Schizophrenia research"
DOI: 10.1016/j.schres.2021.03.020
Abstract: We develop a two-stage diagnostic classification system for psychotic disorders using an extremely randomized trees machine learning algorithm. Item bank was developed from clinician-rated items drawn from an inpatient and outpatient sample. In stage 1,… read more here.
Keywords: adaptive diagnostic; development computerized; diagnostic screening; computerized adaptive ... See more keywords
Efficiently Measuring Dimensions of the Externalizing Spectrum Model: Development of the Externalizing Spectrum Inventory-Computerized Adaptive Test (ESI-CAT)
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DOI: 10.1037/pas0000384
Abstract: The development of the Externalizing Spectrum Inventory (ESI) was motivated by the need to comprehensively assess the interrelated nature of externalizing psychopathology and personality using an empirically driven framework. The ESI measures 23 theoretically distinct… read more here.
Keywords: externalizing spectrum; development externalizing; computerized adaptive; spectrum inventory ... 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
O8.2. VALIDATION OF A COMPUTERIZED ADAPTIVE TESTING TOOL FOR PSYCHOSIS: THE CAT-PSYCHOSIS BATTERY
Sign Up to like & getrecommendations! Published in 2020 at "Schizophrenia Bulletin"
DOI: 10.1093/schbul/sbaa028.043
Abstract: Abstract Background Time constraints limit the use of measurement-based approaches in the routine clinical management of schizophrenia. Computerized Adaptive Testing (CAT) uses computational algorithms (item response theory - IRT) to match individual subjects with only… read more here.
Keywords: version; computerized adaptive; cat psychosis; test ... See more keywords
Development and Validation of a Computerized Adaptive Assessment Tool for Discrimination and Measurement of Psychotic Symptoms.
Sign Up to like & getrecommendations! Published in 2020 at "Schizophrenia bulletin"
DOI: 10.1093/schbul/sbaa168
Abstract: OBJECTIVE Time constraints limit the use of measurement-based approaches in research and routine clinical management of psychosis. Computerized adaptive testing (CAT) can reduce administration time, thus increasing measurement efficiency. This study aimed to develop and… read more here.
Keywords: healthy controls; measurement; computerized adaptive; cat psychosis ... 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
Projection-Based Stopping Rules for Computerized Adaptive Testing in Licensure Testing
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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