This article describes how to design an entangled literacy model, which blends verbal skills with multimodal features of visual, auditory, and other sensory cues to enable students to experience online classes with authentic and comprehensible material; paying attention to modes of communication in online classes also helps approximate…

This chapter describes the Integrated Online Team-Based Learning (IO-TBL) model, an online TBL course design which utilizes both asynchronous and synchronous modes of engagement to maximize the benefits of TBL in an online environment. Students' perceptions of the effective and ineffective aspects of the IO-TBL model are also reported.

In this study, we work towards a strategy to measure and enhance the quality of interactions in discussion forums at scale. We present a machine learning (ML) model which identifies the phase of cognitive presence exhibited by a student's post and suggest future applications of such a model to help online students develop higher-order thinking. We…

By participating in asynchronous course discussion forums, students can work together to refine their ideas and construct knowledge collaboratively. Typically, some messages simply repeat or paraphrase course content, while others bring in new material, demonstrate reasoning, integrate concepts, and develop solutions. Through the messages they…

Students in the online learning who have other responsibilities of life such as work and family face attrition. Constructing a model of engagement with smallest granule of time has not been implemented widely, but implementing it is important as it allows to uncover more subtle patterns. We built a student engagement prediction model using 9…

Recent evolutions, such as pervasive networking and other enabling technologies, have been increasingly changing human life, knowledge acquisition, and the way works are performed and students learn. In this societal change, educational institutions must maintain their leading role. They have therefore embraced digitally enhanced learning to…

The purpose of this research investigation was to look at the factors that lead to isolation, lack of student inspiration and motivation, lack of student engagement and lack of student retention in the asynchronous online learning environment. The study further delves into how the use of cognitive and neuroscience research can inform the design of…

Online discussion is becoming more widespread as online classes move to the forefront of education. However, information for teachers about effective use of the online method of instruction is not readily available. This article identifies three models of discussion, extracts the elements from those models that will work well online, and combines…

This case study describes the philosophy underlying the delivery of online programs and courses at the University of Illinois-Springfield. The strategies used to implement the UIS model and the measures used to validate its success are outlined. These factors are reviewed in the context of the Sloan-C Five Pillars for quality learning environments.

This article features Dallas Baptist University (DBU), a private, Christian, liberal arts institution located in the DFW Metroplex. With just over 5,200 students, DBU provides both traditional undergraduate, adult and graduate degrees with the enrollment almost equally divided between the three student groups. Today, DBU offers 34 degree programs…

This case study offers a strategic model of methods and services resulting in relatively high student success rates as defined by course completion of introductory first and second semester online courses. This strategic model is presented in the context of Sloan-C's "Five Pillars of Quality Online Education."

As the growth of online programs continues to rapidly accelerate, concern over retention is increasing. Models for understanding student persistence in the face-to-face environment are well established, however, the many of the variables in these constructs are not present in the online environment or they manifest in significantly different ways.…

RIT Online Learning courses have an overall course completion rate of 94%. For lower-division courses the rate is 92%, undergraduate 93%, and graduate 96%. In this case study we will share additional measurements we have used to monitor student success and describe strategies we have used to promote online discussion as a key component of…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…