The emergence of online learning has sparked increased interest in predicting learners' academic performance to enhance teaching effectiveness and personalized learning. In this context, we propose a complex model APPMLT-CBT which aims to predict learners' performance in online learning settings. This systemic model integrates cognitive, social,…

One of the major objectives of precision education is to improve prediction of educational outcome. This study combined theory-driven and data-driven approaches to address the limitations of current practice of predicting learning outcomes only using a single approach. The study identified the online learning patterns by using students'…

With the rapid advancement of education, personalized learning has gained considerable attention in recent years. Learning path plays an important role in this area and has attracted great concern. Many generating mechanisms have been proposed from different perspectives for assisting learning. Some methods focus on learners' interest, while some…

Although there is increasing acceptance that personalization improves learning outcomes, there is still limited experimental evidence supporting this claim. The aim of this study was to implement and evaluate the effectiveness of an adaptive recommendation system for Singapore primary and secondary education. The system leverages users trace data…

Small private online courses (SPOCs) have influenced teaching and learning in China's higher education. Learning management systems (LMSs) are important components in SPOCs. They can collect various data related to student behavior and support pedagogical interventions. This research used feature engineering and nearest neighbor smoothing models…

Executive function (EF) predicts children's academic achievement; however, less is known about the relation between EF and the actual learning process. Furthermore, more research is needed to better understand how different aspects of the learning environment interact with EF to influence learning. The current dissertation includes two studies to…

This article presents a new conceptualization of 'shadow curriculum', one component of the worldwide phenomenon of shadow education, i.e. learning outside of school. Traditional conceptions of curriculum are not applicable to shadow education, and so this article begins by exploring how shadow education practices qualify as a new focus of…

Providing a meaningful and experiential learning environment for all students has long created a concern for alternate ways to teach students who are reportedly demonstrating non-mastery on state standardized assessments. As the benchmark for showing successful academic achievement increases, so does the need for discovering effective ways for…

As more of commerce, entertainment, communication, and learning are occurring over the Web, the amount of data online activities generate is skyrocketing. Commercial entities have led the way in developing techniques for harvesting insights from this mass of data for use in identifying likely consumers of their products, in refining their products…

This article describes an experiment utilizing a research and development strategy to design and implement an innovative school for the future. The development of Cramim Elementary School was a joint effort of researchers from Tel-Aviv University and the staff of the school. The design stage involved constructing a new theoretical framework that…

Most teachers only dream of their students spending the amount of motivation, attention, passion, and critical thinking on their classes that some students do playing videogames. This investigation examines the success, pitfalls, and lessons learned from incorporating videogame-like components into an educational technology class. For example,…

Guidelines on how to tell an innovation from a fad. (Author)

Mastery criterion manipulation may produce dramatic behavioral effects. Results of a study investigating three undergraduate classes indicate that the 90 percent criterion class was inferior to both the 80 percent and the varied 60-90 percent criterion class on several measures, including degree of accuracy and final grade. (BJG)

A course in drug analysis was developed using the Keller Method to increase student perception and performance. Behavioral objectives were developed following an in-depth analysis and revision of the curriculum by the systems approach. (LBH)

A descriptive summary of research at the University of Texas into the relationship between anxiety and performance is presented. Relevant research on the concepts of worry, emotionality, and state anxiety is reviewed. An instructional context involving a computer-managed course in educational psychology is described, along with the methodology…