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Madeline A. Schellman; Matthew J. Madison – Grantee Submission, 2024
Diagnostic classification models (DCMs) have grown in popularity as stakeholders increasingly desire actionable information related to students' skill competencies. Longitudinal DCMs offer a psychometric framework for providing estimates of students' proficiency status transitions over time. For both cross-sectional and longitudinal DCMs, it is…
Descriptors: Diagnostic Tests, Classification, Models, Psychometrics
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Wang, Fei; Huang, Zhenya; Liu, Qi; Chen, Enhong; Yin, Yu; Ma, Jianhui; Wang, Shijin – IEEE Transactions on Learning Technologies, 2023
To provide personalized support on educational platforms, it is crucial to model the evolution of students' knowledge states. Knowledge tracing is one of the most popular technologies for this purpose, and deep learning-based methods have achieved state-of-the-art performance. Compared to classical models, such as Bayesian knowledge tracing, which…
Descriptors: Cognitive Measurement, Diagnostic Tests, Models, Prediction
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Hou, Likun; de la Torre, Jimmy; Nandakumar, Ratna – Journal of Educational Measurement, 2014
Analyzing examinees' responses using cognitive diagnostic models (CDMs) has the advantage of providing diagnostic information. To ensure the validity of the results from these models, differential item functioning (DIF) in CDMs needs to be investigated. In this article, the Wald test is proposed to examine DIF in the context of CDMs. This study…
Descriptors: Test Bias, Models, Simulation, Error Patterns
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Baumert, Jurgen; Ludtke, Oliver; Trautwein, Ulrich; Brunner, Martin – Educational Research Review, 2009
Given the relatively high intercorrelations observed between mathematics achievement, reading achievement, and cognitive ability, it has recently been claimed that student assessment studies (e.g., TIMSS, PISA) and intelligence tests measure a single cognitive ability that is practically identical to general intelligence. The present article uses…
Descriptors: Intelligence, Reading Achievement, Mathematics Achievement, Outcomes of Education
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Glass, Carol R. – Journal of Counseling and Development, 1993
Responds to previous article by Merluzzi on cognitive assessment and the clinical applications of self-statement assessment. Basically agrees with Merluzzi's perspective, but attempts to add and elaborate on Merluzzi's presentation. Discusses assessment of cognitive products, validity and psychometric considerations, and going beyond positive and…
Descriptors: Classification, Cognitive Ability, Cognitive Measurement, Evaluation Methods
Shavelson, Richard J. – 1974
Reform in science and mathematics has moved from rote learning of facts and computation skills toward the learning of a structure of a subject matter. At present there is little empirical evidence to support any contentions that there is a match between the subject-structure taught and the cognition in subjects' memories resulting from the…
Descriptors: Cognitive Measurement, Cognitive Processes, Evaluation Methods, Learning
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Lopez, Michael N.; Charter, Richard A.; Mostafavi, Beeta; Nibut, Lorraine P.; Smith, Whitney E. – Assessment, 2005
Criterion-referenced (Livingston) and norm-referenced (Gilmer-Feldt) techniques were used to measure the internal consistency reliability of Folsteins Mini-Mental State Examination (MMSE) on a large sample (N = 418) of elderly medical patients. Two administration and scoring variants of the MMSE Attention and Calculation section (Serial 7s only…
Descriptors: Psychometrics, Test Reliability, Test Validity, Older Adults
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Riefer, David M.; Batchelder, William H. – Psychological Review, 1988
Multinomial modeling--a methodology that can be used to measure and study cognitive processes--is discussed, and applications are presented. This statistically based technique involves estimating hypothetical parameters that represent the probabilities of unobservable cognitive events and is compatible with computational theories of cognition.…
Descriptors: Cognitive Measurement, Cognitive Processes, Cognitive Psychology, Equations (Mathematics)
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McCauley, Clark; Bremer, Barbara A. – Evaluation and the Health Professions, 1991
Evidence indicates that subjective quality-of-life scales developed by N. M. Bradburn (1969) and by A. Campbell, P. Converse, and W. Rodgers (1976) can be as sensitive as physiological measures in distinguishing among medical treatment groups. These scales can complement more objective measures of patient status. (SLD)
Descriptors: Affective Measures, Cognitive Measurement, Evaluation Methods, Literature Reviews
Rule, David L.; Grippin, Pauline C. – 1988
Theoretical framework, instrument development, and psychometric qualities are reviewed for some measures of learning style currently in use with adults. Instruments reviewed include: (1) Kolb's Learning Style Inventory I; (2) Kolb's Learning Style Inventory II; (3) the Myers-Briggs Type Indicator; (4) the Productivity Environmental Preferences…
Descriptors: Adult Learning, Adults, Cognitive Measurement, Cognitive Style
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Willson, Victor L. – Contemporary Education, 1991
Discusses educational performance assessment and alternative assessment practices. Currently, achievement assessment involves classical psychometrics, performance-based evaluation, and cognitive theory, which must all be invoked to improve understanding of student achievement. This article suggests developing performance tests from a coherent…
Descriptors: Academic Achievement, Achievement Tests, Alternative Assessment, Change Strategies
Sigel, Irving E. – 1978
This paper provides a theoretical discussion of educational program evaluation. Psychometric theory and developmental psychology are compared as they pertain to the testing of children. The nature of change in childhood makes it necessary to examine the assumptions and goals related to the testing of children as a means of evaluating educational…
Descriptors: Child Development, Cognitive Measurement, Developmental Psychology, Developmental Stages