The availability of large-scale learning data presents unprecedented opportunities for investigating student learning processes. However, it is challenging for instructors to fully make sense of this data and effectively support their teaching practices. This study introduces LearningViz, an interactive learning analytics dashboard to help…

Effective personalization of education requires knowing how each student will perform under certain conditions, given their specific characteristics. Thus, the demand for interpretable and precise estimation of heterogeneous treatment effects is ever-present. This paper outlines a new approach to this problem based on the Leave-One-Out Potential…

The aim of this study is to develop the Web Based Expert System (WBES) which provides analyses and reports based on the cognitive processes of Renewed Bloom Taxonomy (RBT), and to put forward the impact of the supportive education provided in line with these reports, on the academic achievement and mastery learning state of the students. The study…

Purpose: This paper aims to report on the efforts made to enhance the engagement of IT students with non-IT-specific content. The mechanism to foster this engagement was the introduction of an eLearning information system (ELIS) for a finance-related subject within an IT undergraduate degree at the university. The subject developers were primarily…

Existing e-assessment tools may not be a panacea to address all assessment situations, as students might find the traditional pen-and-paper approach to provide their answers more convenient than typing them online. For example, constructed response or essay-based assessments will require the active participation of students and lecturers to…

Learning environments aim to deliver efficacious instruction, but rarely take into consideration the motivational factors involved in the learning process. However, motivational aspects like engagement play an important role in effective learning-engaged learners gain more. E-Learning systems could be improved by tracking students' disengagement…

Community colleges continue to experience growth in online courses. This growth reflects the need to increase the numbers of students who complete certificates or degrees. Retaining online students, not to mention assuring their success, is a challenge that must be addressed through practical institutional responses. By leveraging existing student…

A unique resource in course management systems (CMSs) is that they offer faculty members convenient access to a variety of integrated features. Some features allow faculty members to provide information to students, and others allow students to interact with each other or a computer. This diverse set of features can be used to help meet the…

In the study of online learning community, many investigators have turned attention to automatically logged web data. This study aims to further this work by seeking to determine whether logs of student activity within online graduate level courses related to student perceptions of course community. Researchers utilized the data logging features…

Colleges and universities have increasingly invested in specialized software and hardware designed to enhance and facilitate the instructional process for faculty and students. One type of technological assistance is commonly known as course management software (CMS). Once learned, these CMS packages can greatly enhance and enrich the classroom…

Mixed or hybrid method has become an increasingly popular course delivery model in recent years, but research regarding the effect of mixed learning is limited because of its recent debut in the landscape of educational technology. This one-year exploratory study looked at 78 elementary teacher candidates' view of learning in four mixed courses…

This study reports the use of technology in understanding reading and learning abilities (comprehension) of undergraduates in a psychology course. The study's favorable results provide support for further implementations and tests of self-paced computer instruction as a supplement or alternative to more traditionally organized teaching. Contains 4…

Factors affecting the student use of a course management system in a web-enhanced course are investigated using the technology acceptance model. Represented in the present study is the second phase of the analysis, with a focus on the causal relationship of subjective norms to student attitudes towards WebCT and their effect on three dependent…

Responses from 254 of 479 secondary agricultural teachers found that (1) microcomputers were used more for planning/administration than instruction; (2) video recorders were the most used technology; (3) barriers were lack of funds, expertise, and support materials; and (4) lack of interest in modems showed that telecommunications has yet to be…

This document is a compilation of eight papers which present the advantages of, and the need for, the systems approach in all areas of education. The first paper, an explication of the SIGGS theory model, explains set theory, information theory, and graph theory, and demonstrates their integration. Project PRIME, concerned with the mainstreaming…