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Mahmood Ul Hassan; Frank Miller – Journal of Educational Measurement, 2024
Multidimensional achievement tests are recently gaining more importance in educational and psychological measurements. For example, multidimensional diagnostic tests can help students to determine which particular domain of knowledge they need to improve for better performance. To estimate the characteristics of candidate items (calibration) for…
Descriptors: Multidimensional Scaling, Achievement Tests, Test Items, Test Construction
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Güler Yavuz Temel – Journal of Educational Measurement, 2024
The purpose of this study was to investigate multidimensional DIF with a simple and nonsimple structure in the context of multidimensional Graded Response Model (MGRM). This study examined and compared the performance of the IRT-LR and Wald test using MML-EM and MHRM estimation approaches with different test factors and test structures in…
Descriptors: Computation, Multidimensional Scaling, Item Response Theory, Models
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Reckase, Mark D.; McCrory, Raven; Floden, Robert E.; Ferrini-Mundy, Joan; Senk, Sharon L. – Educational Assessment, 2015
Numerous researchers have suggested that there are multiple mathematical knowledge and skill areas needed by teachers in order for them to be effective teachers of mathematics: knowledge of the mathematics that are the goals of instruction, advanced mathematics beyond the instructional material, and mathematical knowledge that is specific to what…
Descriptors: Algebra, Knowledge Base for Teaching, Multidimensional Scaling, Psychometrics
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Groß Ophoff, Jana; Schladitz, Sandra; Leuders, Juliane; Leuders, Timo; Wirtz, Markus A. – Peabody Journal of Education, 2015
The ability to purposefully access, reflect, and use evidence from educational research (Educational Research Literacy) is expected of future professionals in educational practice. Based on the presented conceptual framework, a test instrument was developed to assess the different competency aspects: Information Literacy, Statistical Literacy, and…
Descriptors: Educational Research, Research Methodology, Literacy, Educational Development
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Seok, Soonhwa – Educational Technology Research and Development, 2009
The purpose of this study was to identify and validate items applicable to evaluating online courses at the postsecondary level. Items were derived from a review of the literature. Four judges rated the similarity of the items by making pair-wise comparisons utilizing multidimensional scaling (MDS). The study consisted of five stages. Stage I…
Descriptors: Online Courses, Multidimensional Scaling, Course Evaluation, Test Items
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Tate, Richard L. – Applied Measurement in Education, 2004
The valid provision of subscores from an item response theory-based test implies a multidimensional test structure. Assuming, in the construction of a new test, that the test features required for a valid and reliable total test score have been specified already, this article describes the resulting subscore performance and the resulting…
Descriptors: Scores, Test Items, Item Response Theory, Test Construction
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Sireci, Stephen G.; Geisinger, Kurt F. – Applied Psychological Measurement, 1992
A new method for evaluating the content representation of a test is illustrated. Item similarity ratings were obtained from three content domain experts to assess whether ratings corresponded to item groupings specified in the test blueprint. Multidimensional scaling and cluster analysis provided substantial information about the test's content…
Descriptors: Cluster Analysis, Content Analysis, Multidimensional Scaling, Multiple Choice Tests
Sireci, Stephen G.; Gonzalez, Eugenio J. – 2003
International comparative educational studies make use of test instruments originally developed in English by international panels of experts, but that are ultimately administered in the language of instruction of the students. The comparability of the different language versions of these assessments is a critical issue in validating the…
Descriptors: Academic Achievement, Comparative Analysis, Difficulty Level, International Education
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DeBoeck, Paul – Applied Psychological Measurement, 1978
A comparison was made of responses to two types of personality inventory items, either sentence-type items or adjective-type items. Three methods of analysis were applied. It was concluded that the two item types give approximately equal results. (CTM)
Descriptors: Cluster Analysis, High Schools, Males, Multidimensional Scaling
Ackerman, Terry A. – 1988
Many researchers have suggested that the cause of differential item functioning (DIF) can in part be due to the misspecification of the supporting trait distribution (STD). This paper demonstrates how a unidimensional item response theory (IRT) calibration of response data, generated from a two-dimensional IRT model, results in DIF when the…
Descriptors: Achievement Tests, College Entrance Examinations, Higher Education, Item Analysis
Ackerman, Terry A. – 1992
The concept of a user-specified validity sector is discussed. The idea of the validity sector combines the work of M. D. Reckase (1986) and R. Shealy and W. Stout (1991). Reckase developed a methodology to represent an item in a multidimensional latent space as a vector. Item vectors are computed using multidimensional item response theory item…
Descriptors: Construct Validity, Equations (Mathematics), Estimation (Mathematics), Item Bias
Reckase, Mark D. – 1981
One of the major assumptions of latent trait theory is that the items in a test measure a single dimension. This report describes an investigation of procedures for forming a set of items that meet this assumption. Factor analysis, nonmetric multidimensional scaling, cluster analysis and latent trait analysis were applied to simulated and real…
Descriptors: Cluster Analysis, Difficulty Level, Factor Analysis, Guessing (Tests)
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Sireci, Stephen G.; Geisinger, Kurt F. – Applied Psychological Measurement, 1995
An expanded version of the method of content evaluation proposed by S. G. Sireci and K. F. Giesinger (1992) was evaluated with respect to a national licensure examination and a nationally standardized social studies achievement test. Two groups of 15 subject-matter experts rated the similarity and content relevance of the items. (SLD)
Descriptors: Achievement Tests, Cluster Analysis, Construct Validity, Content Validity
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Yao, Lihua; Schwarz, Richard D. – Applied Psychological Measurement, 2006
Multidimensional item response theory (IRT) models have been proposed for better understanding the dimensional structure of data or to define diagnostic profiles of student learning. A compensatory multidimensional two-parameter partial credit model (M-2PPC) for constructed-response items is presented that is a generalization of those proposed to…
Descriptors: Models, Item Response Theory, Markov Processes, Monte Carlo Methods
Sykes, Robert C.; And Others – 1992
The sources of multidimensionality found in several different forms of a licensure examination were studied. The relationship between one source of multidimensionality, differential item functioning (DIF) (or factors producing DIF), and content characteristics was explored in an attempt to isolate aspects of training or curriculum that could…
Descriptors: Factor Analysis, Factor Structure, Health Personnel, Higher Education
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