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Lozano, José H.; Revuelta, Javier – Educational and Psychological Measurement, 2023
The present paper introduces a general multidimensional model to measure individual differences in learning within a single administration of a test. Learning is assumed to result from practicing the operations involved in solving the items. The model accounts for the possibility that the ability to learn may manifest differently for correct and…
Descriptors: Bayesian Statistics, Learning Processes, Test Items, Item Analysis
Laliyo, Lukman Abdul Rauf; Hamdi, Syukrul; Pikoli, Masrid; Abdullah, Romario; Panigoro, Citra – European Journal of Educational Research, 2021
One of the issues that hinder the students' learning progress is the inability to construct an epistemological explanation of a scientific phenomenon. Four-tier multiple-choice (hereinafter, 4TMC) instrument and Partial-Credit Model were employed to elaborate on the diagnosis process of the aforementioned problem. This study was to develop and…
Descriptors: Learning Processes, Multiple Choice Tests, Models, Test Items
Langbeheim, Elon; Ben-Eliyahu, Einat; Adadan, Emine; Akaygun, Sevil; Ramnarain, Umesh Dewnarain – Chemistry Education Research and Practice, 2022
Learning progressions (LPs) are novel models for the development of assessments in science education, that often use a scale to categorize students' levels of reasoning. Pictorial representations are important in chemistry teaching and learning, and also in LPs, but the differences between pictorial and verbal items in chemistry LPs is unclear. In…
Descriptors: Science Instruction, Learning Trajectories, Chemistry, Thinking Skills
Chu, Wei; Pavlik, Philip I., Jr. – International Educational Data Mining Society, 2023
In adaptive learning systems, various models are employed to obtain the optimal learning schedule and review for a specific learner. Models of learning are used to estimate the learner's current recall probability by incorporating features or predictors proposed by psychological theory or empirically relevant to learners' performance. Logistic…
Descriptors: Reaction Time, Accuracy, Models, Predictor Variables
Mashaw, Bijan – Decision Sciences Journal of Innovative Education, 2012
As a result of this research, a quantitative model and a procedure have been developed to create an online mentoring effectiveness index (EI). To develop the model, mentoring and teaching effectiveness are defined, and then the constructs and factors of effectiveness are identified. The model's construction is based on the theory that…
Descriptors: Models, Online Courses, Statistical Analysis, Mentors
Madan, Christopher R.; Glaholt, Mackenzie G.; Caplan, Jeremy B. – Journal of Memory and Language, 2010
Word properties like imageability and word frequency improve cued recall of verbal paired-associates. We asked whether these enhancements follow simply from prior effects on item-memory, or also strengthen associations between items. Participants studied word pairs varying in imageability or frequency: pairs were "pure" (high-high, low-low) or…
Descriptors: Cues, Holistic Approach, Memory, Word Frequency
Advantages of the Rasch Measurement Model in Analysing Educational Tests: An Applicator's Reflection
Tormakangas, Kari – Educational Research and Evaluation, 2011
Educational achievement is a very important issue for parents, teachers, and the government. An accurate measurement plays a very important role in evaluating achievement fairly, and, therefore, analysis methods have been developed considerably in recent years. Education based on long-time learning processes forms a fruitful base for item tests,…
Descriptors: Test Items, Item Analysis, Learning Processes, Item Response Theory

Bart, William M.; Airasian, Peter W. – Journal of Educational Psychology, 1974
Descriptors: Behavior Theories, Behavioral Science Research, Cognitive Processes, Item Analysis