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Dirk Tempelaar; Bart Rienties; Bas Giesbers; Quan Nguyen – Journal of Learning Analytics, 2023
Learning analytics needs to pay more attention to the temporal aspect of learning processes, especially in self-regulated learning (SRL) research. In doing so, learning analytics models should incorporate both the duration and frequency of learning activities, the passage of time, and the temporal order of learning activities. However, where this…
Descriptors: Time Factors (Learning), Learning Analytics, Models, Statistical Analysis
Bolsinova, Maria; Tijmstra, Jesper – Journal of Educational and Behavioral Statistics, 2016
Conditional independence (CI) between response time and response accuracy is a fundamental assumption of many joint models for time and accuracy used in educational measurement. In this study, posterior predictive checks (PPCs) are proposed for testing this assumption. These PPCs are based on three discrepancy measures reflecting different…
Descriptors: Reaction Time, Accuracy, Statistical Analysis, Robustness (Statistics)
Pokropek, Artur – Journal of Educational and Behavioral Statistics, 2016
A response model that is able to detect guessing behaviors and produce unbiased estimates in low-stake conditions using timing information is proposed. The model is a special case of the grade of membership model in which responses are modeled as partial members of a class that is affected by motivation and a class that responds only according to…
Descriptors: Reaction Time, Models, Guessing (Tests), Computation
Piai, Vitória; Roelofs, Ardi; Schriefers, Herbert – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2014
Disagreement exists regarding the functional locus of semantic interference of distractor words in picture naming. This effect is a cornerstone of modern psycholinguistic models of word production, which assume that it arises in lexical response-selection. However, recent evidence from studies of dual-task performance suggests a locus in…
Descriptors: Semantics, Naming, Task Analysis, Pictorial Stimuli
De Witte, Kristof; Van Klaveren, Chris – Education Economics, 2014
This paper examines which configuration of teaching activities maximizes student performance. For this purpose a nonparametric efficiency model is formulated that accounts for (1) self-selection of students and teachers in better schools and (2) complementary teaching activities. The analysis distinguishes both individual teaching (i.e., a…
Descriptors: Nonparametric Statistics, Models, Teaching Styles, Individualized Instruction
Nyamsuren, Enkhbold; Taatgen, Niels A. – Cognitive Science, 2013
Complex problem solving is often an integration of perceptual processing and deliberate planning. But what balances these two processes, and how do novices differ from experts? We investigate the interplay between these two in the game of SET. This article investigates how people combine bottom-up visual processes and top-down planning to succeed…
Descriptors: Visual Perception, Cognitive Processes, Eye Movements, Regression (Statistics)
Borst, Jelmer P.; Taatgen, Niels A.; van Rijn, Hedderik – Journal of Experimental Psychology: Learning, Memory, and Cognition, 2010
The main challenge for theories of multitasking is to predict when and how tasks interfere. Here, we focus on interference related to the problem state, a directly accessible intermediate representation of the current state of a task. On the basis of Salvucci and Taatgen's (2008) threaded cognition theory, we predict interference if 2 or more…
Descriptors: Foreign Countries, Cognitive Processes, Models, Time Management
Lindsen, Job P.; de Jong, Ritske – Journal of Experimental Psychology: Human Perception and Performance, 2010
Lien, Ruthruff, Remington, & Johnston (2005) reported residual switch cost differences between stimulus-response (S-R) pairs and proposed the partial-mapping preparation (PMP) hypothesis, which states that advance preparation will typically be limited to a subset of S-R pairs because of structural capacity limitations, to account for these…
Descriptors: Stimuli, Visual Discrimination, Reaction Time, Hypothesis Testing
Schwarz, Wolf – Journal of Experimental Psychology: Human Perception and Performance, 2006
Paradigms used to study the time course of the redundant signals effect (RSE; J. O. Miller, 1986) and temporal order judgments (TOJs) share many important similarities and address related questions concerning the time course of sensory processing. The author of this article proposes and tests a new aggregate diffusion-based model to quantitatively…
Descriptors: Time, Perception, Visual Stimuli, Reaction Time
Groot, Wim; van den Brink, Henriette Maassen – Economics of Education Review, 2003
A random effects ordered response model of training is estimated to analyze the existence of training tracks and time varying coefficients in training frequency. Two waves of a Dutch panel survey of workers are used covering the period 1992-1996. The amount of training received by workers increased during the period 1994-1996 compared to…
Descriptors: Individual Characteristics, Foreign Countries, Responses, Models
Dochy, F. J. R. C.; Steenbakkers, W. H. L. – 1988
In this preliminary investigation (part of a study of the role of prior knowledge in learning) the views of students about prior knowledge and the importance it has for learning were studied. An effort was made to verify whether the previously proposed model of the concept was congruent with student views. Forty of 120 students at the Open…
Descriptors: Background, College Students, Experience, Foreign Countries
Pechenizkiy, Mykola; Calders, Toon; Conati, Cristina; Ventura, Sebastian; Romero, Cristobal; Stamper, John – International Working Group on Educational Data Mining, 2011
The 4th International Conference on Educational Data Mining (EDM 2011) brings together researchers from computer science, education, psychology, psychometrics, and statistics to analyze large datasets to answer educational research questions. The conference, held in Eindhoven, The Netherlands, July 6-9, 2011, follows the three previous editions…
Descriptors: Academic Achievement, Logical Thinking, Profiles, Tutoring
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers