Cognitive ability is closely associated with the acquisition of programming skills, and enhancing learners' cognitive ability is a crucial factor in improving the efficacy of programming education. Adaptive feedback strategies can provide learners with personalized support based on their learning context, which helps to stimulate their interest…

This study examined the extent to which relations between students' perceptions of the learning environment, academic achievement, and study approaches measured by both self-reported and process data were consistent amongst 323 engineering students in a flipped classroom course. A hierarchical cluster analysis on four self-reported scales…

As big data and artificial intelligence become integral to business decision-making, business management students require proficiency in data science and big data. However, the use of instructional technologies, such as augmented reality (AR) and mind mapping to teach these subjects is limited. This study introduces an innovative pedagogical model…

In this research, we use a process data analysis approach to gather additional evidence about students' argumentation skills beyond their performance scores in a computer-based assessment. This game-enhanced scenario-based assessment (named Seaball) included five activities that require students to demonstrate their argumentation skills within a…

With the spread of the COVID-19 pandemic, many universities adopted a hybrid learning model as a substitute for a traditional one. Predicting students' performance in hybrid environments is a complex task because it depends on extracting and analyzing different types of data: log data, self-reports, and face-to-face interactions. Students must…

Educational data mining constitutes a recent research field which gained popularity over the last decade because of its ability to monitor students' academic performance and predict future progression. Numerous machine learning techniques and especially supervised learning algorithms have been applied to develop accurate models to predict…

Educators in higher education institutes often use statistical results obtained from their online Learning Management System (LMS) dataset, which has limitations, to evaluate student academic performance. This study differs from the current body of literature by including an additional dataset that advances the knowledge about factors affecting…

In this article, we propose the concept of "Autonomic Cycle Of Learning Analysis Tasks" (ACOLAT), which defines a set of tasks of learning analysis, whose objective is to improve the learning process. The data analysis has become a fundamental area for the knowledge discovery from data extracted from different sources. In the autonomic…

Mobile devices are considered as the most widely used information and communication technologies. They have provided great advantages in language learning. This study reports a meta-analysis of the effectiveness of using mobile devices on vocabulary learning. A meta-analysis was conducted on research that compared the outcomes from students…

Describes a study of high school students that investigated the use of microcomputers to teach principles relating to the design and interpretation of graphs. Results related to student achievement, higher order thinking skills, and behavioral protocols are discussed. A sample assignment sheet and test questions are appended. (66 references) (LRW)

Discusses the use and advantages of integrated learning systems (ILSs) in elementary and middle grades, and reanalyzes 30 evaluations of ILSs by using effect size statistics. Research problems are described, including poor evaluation designs and inadequate data collection and analysis; and a table summarizes the ILS research reports and…

Describes research that investigated the effectiveness of computer-based instruction (CBI) in support of mastery learning based on a study of 333 undergraduate students who used a CBI system called Management Information Systems Tutor (MIST). Student performance and time on task are examined. (Author/LRW)

Describes a study of 107 sixth graders that investigated the effects of learning strategy training intervention and the incorporation of learner control on achievement, learning efficiency, and instructional choice while subjects learned from a computer-based science tutorial. Principles for instructional design incorporating learner control are…

Reports on test development and validation research in computer literacy among elementary and secondary students. Empirical data collected in testing 3,000 students in grades four, seven, and 11 are presented which evidence psychometric properties of the testing instruments and address questions of interrelationships among student and classroom…

This study investigated the delayed effects of LOGO programing on the cognitive abilities and achievement of children in the primary grades. Results of tests administered 18 months after first graders participated in either LOGO computer programing or computer-assisted instruction treatments and interviews five months after testing are reported…