Building on previous studies of multiple text reading in history, this study aimed to contribute to that body of work by focusing on non-traditional multimodal sources. In an age of rapidly increasing access to and use of multimodal sources and a demand for reading and comprehending increasingly complex and specialized texts, it appeared there was…

The focus of this special issue is on the cognitive load underlying processes of interactive knowledge construction in a wide range of instructional multimedia platforms. Multimedia comprehension involves the parallel processing of auditory-verbal and visual-pictorial channels within working memory. By means of integrating multimodal information,…

Many studies report information overload as one of the main problems that students encounter in online learning via computer-mediated communication. This study aimed to explore the sources of online students' information overload and offer suggestions for increasing students' cognitive resources for learning. Participants were 12 graduate students…

The 11th International Conference on Educational Data Mining (EDM 2018) is held under the auspices of the International Educational Data Mining Society at the Templeton Landing in Buffalo, New York. This year's EDM conference was highly competitive, with 145 long and short paper submissions. Of these, 23 were accepted as full papers and 37…

The model stresses interactions among specific combinations of cognitive task requirements, learner characteristics, and instructional treatment properties, in a manner analogous to the aptitude-treatment interaction (ATI) model. "Supplantation" is the provision of overt assistance to learners in performing a specific process required by…

Learning style preferences of 1,554 students (ages 8-17) identified as gifted and nongifted were measured. Gifted students displayed a stronger preference for imaginative styles, while nongifted children displayed a stronger preference for practical styles. Compared with gifted boys, gifted girls were more likely to prefer imaginative styles.…

Researchers examined student listening and reading performance to determine weaknesses in listening and reading comprehension, questioning whether performances of students with such problems suggest differences in processing strategies. Results showed significant between-group listening and reading differences. Using listening to measure optimal…

Research on learning-disabled secondary school students' academic deficits, response to classroom environment, and response to instructional interventions is integrated with research on metacognition in text learning. A metacognitive orientation is recommended for instructional intervention programs, which should address general comprehension…

The effect on performance of different formats for typical mathematics story problems was studied, along with the relationship of certain learner variables. More than 1200 children in grades 3-8, including over 220 learning-disabled students, were tested and/or interviewed. Story problems were in the usual format found in textbooks, an abbreviated…

Utilizes the Myers-Briggs Type Indicator (MBTI) to delineate four basic personality types and their corresponding learning styles. Compares student's learning style with professor's teaching style. Suggests options for improving instruction by offering teaching and grading strategies that better accommodate student personality types and learning…

Research was performed in lower grade technical schools in the Netherlands to study complex psychomotor tasks requiring integration of several task-dependent skills. In two studies, students were observed performing metal work. They were assigned to instructional conditions of high, intermediate or low structure. Students in the high-structure…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…