This study aimed to examine the behaviour of learners across a whole system and in various courses to reveal the interrelation between learners' system interaction, age, programme features and course design. We obtained data from the system logs of 1,634 learners enrolled in distance learning programmes. We performed hierarchical clustering…

The widespread adoption of online courses opens opportunities for analysing learner behaviour and optimising web-based learning adapted to observed usage. Here, we introduce a mathematical framework for the analysis of time-series of online learner engagement, which allows the identification of clusters of learners with similar online temporal…

As an overt expression of internal mental processes, discourses have become one main data source for the research of interactive learning. To deeply explore behavioral regularities among interactions, this article firstly adopts the content analysis method to summarize students' engagement patterns within a course forum in a small private online…

In e-learning systems, tutors have a significant impact on learners' life to increase their knowledge level and to make the learning process more effective. They are characterized by different features. Therefore, identifying tutoring styles is a critical step in understanding the preference of tutors on how to organize and help the learners. In…

Our learning-by-teaching environment, Betty's Brain, captures a wealth of data on students' learning interactions as they teach a virtual agent. This paper extends an exploratory data mining methodology for assessing and comparing students' learning behaviors from these interaction traces. The core algorithm employs sequence mining techniques to…

A single subject alternating treatment design across three student-teacher dyads was used to investigate the comparative impact on student academic engaged time of three opportunity-to-respond (OTR) strategies: guided notes, class-wide peer tutoring, and response cards. Participants were three high school students with disabilities with noted…

Evidence points to associations between the socioeconomic composition of neighborhoods and children's and adolescents' development. A minimal amount of research, however, examines how timing of exposure to neighborhood socioeconomic conditions matters. This study used longitudinal data from the NICHD Study of Early Child Care and Youth Development…

Objective: The study investigates behavioural, academic, cognitive, and motivational aspects of functioning in school-age children with attention-deficit/hyperactivity disorder (ADHD) with and without an executive function deficit (EFD). Method: Children with ADHD - EFD (n = 22) and children with ADHD + EFD (n = 26) were compared on aspects of…

Compared populations of Arts and Sciences students who had determined their majors and those who had not. The determined group was more likely to remain in school and to achieve greater academic success than the undetermined group. More women tended to have declared majors than did men. (Author)

An attempt was made to build a structural model of the relationships over time among intrinsic motivation, self-efficacy, and self-regulated learning. Structural equation modeling using the LISREL computer program was used. The presented model put the motivational constructs of intrinsic motivation and self-efficacy as temporally preceding…

The components of motivation in foreign language (FL) learning are examined as well as the effect of those components on certain language learning behaviors. Two basic assumptions are derived from the results of the study. These include the following: (1) Motivation in FL learning contexts (e.g., learning English in Hungary) is different in some…

The frequencies of consistent, mixed, and inconsistent lateral preference patterns in 648 elementary school age children were examined. No differences were found in IQ, reading, arithmetic, or spelling achievement scores among the three groups of children, at any age or for either sex. (Author)

Identified the relationships of race and socioeconomic status (SES) to observed classroom behavior, academic achievement, and special education referral. Systematically selected and observed 109 fourth-grade Anglo, Black, and Hispanic boys from varying SES backgrounds, for 12 behaviors. Multivariate analyses found no race-related differences in…

Some children exhibit a pattern of debilitating behavior characterized as helplessness. Within an achievement context, such children can be observed to initiate few constructive activities, to work with little intensity on those activities already attempted, and to persist at a task only moderately--especially following failure. A stratified…

The effect of testing on student retention was investigated to determine if it was the actual test taking, the prior preparation for the test, or the combination of studying for and taking the test which actually affected retention. Subjects were undergraduate students (N=90) who were divided into two different study conditions, i.e., test and…