This study aimed to examine the structural relationships among factors that affect learners' continuance intention to use Massive Open Online Courses (MOOCs). Drawing upon the Technology Acceptance Model (TAM), it posited teaching presence and task-technology fit as exogenous variables, examining how they affect continuance intention to use MOOCs,…

Behavioral records collected through course assessments, peer assignments, and programming assignments in Massive Open Online Courses (MOOCs) provide multiple views about a student's study style. Study behavior is correlated with whether or not the student can get a certificate or drop out from a course. It is of predominant importance to identify…

Engagement is critical to the success of learning activities such as writing, and can be promoted with appropriate feedback. Current engagement measures rely mostly on data collected by observers or self-reported by the participants. In this paper, we describe a learning analytic system called Tracer, which derives behavioral engagement measures…

Using computer keystroke logs, this study investigated how writing skill affected L2 writers' pausing patterns to gain insights into their management of the cognitive writing processes. The 59 participants, 29 in the more-skilled group and 30 in the less-skilled group, were recruited from a college English course at a key Chinese university. The…

While learners can acquire vocabulary through extensive reading (Pigada & Schmitt, 2006), research suggests that acquisition can be more effective when supplemented with targeted vocabulary activities (e.g., Paribakht & Wesche, 1997). Problems arise, however, in determining what vocabulary learners have acquired, and what items should be…

The advance of computer input log and screen-recording programs over the last two decades has greatly facilitated research into the writing process in real time. Using Inputlog 4.0 and Camtasia 6.0 to record the writing process of 24 Chinese EFL writers in an argumentative task, this study explored L2 writers' pausing patterns in computer-assisted…

Advances in technology and changes in educational strategies have resulted in the integration of technology into the classroom. Multimedia instructional tools (MMIT) have been identified as a way to provide student-centered active-learning instructional material to students. MMITs are common in introductory computer applications courses based on…

Johns reports in his text "Kibbitzing one-to-ones" (1997) that corpus-informed metatalk with a foreign language expert helps apprentice writers to make progress in independent text revision. Expecting this progress to be based on the development of expert-like ways to observe language features, I integrated Johns' so-called kibbitzing…

The challenge of teaching programming in higher education is complicated by problems associated with large class teaching, a prevalent situation in many developing countries. This paper reports on an investigation into the use of a blended learning approach to teaching and learning of programming in a class of more than 200 students. A course and…

Using principles underlying the social constructivist approach, we redesigned an undergraduate course on social problems, seeking to employ three learning activities (online assignments and small-group and class discussions) to facilitate knowledge construction by students and promote their intellectual capabilities and critical-thinking skills.…

This study aims to examine the effect of using computerized concept maps during the pre-writing phase on learners' writing performance. The research questions were: (1) What are the impacts of different computerized concept mapping treatments (no-mapping, individual-mapping, and cooperative-mapping) on writing performance for learners of different…

The use of technology such as laptop computers in the classroom has long been recognized as destructive behavior since it diverts a student's attention from course topics. However, it is conceivable that every student will be using some form of technology in the near future. Determining the effects of interactive software on students' learning…

The author, an early adopter of Aplia, describes the use of Aplia both pre- and post-acquisition by Cengage Learning. Students improve their exam scores (by 5 to 7 percent) and are receptive to using Aplia. Students report despite spending between 7 and 9 hours a week on Aplia assignments, they would gravitate to future offerings that included…

We present a novel approach to the automated marking of student programming assignments. Our technique quantifies the structural similarity between unmarked student submissions and marked solutions, and is the basis by which we assign marks. This is accomplished through an efficient novel graph similarity measure ("AssignSim"). Our experiments…

This article presents student and faculty ratings of electronic editing (EE) functions (i.e., track changes, insert comments, highlighting) as used for "e-feedback" on written assignments. Students reported increased convenience, clarity of expectations, amount of feedback, and writing ability as well as substantial improvement in EE skills…