Predictive models on students' academic performance can be built by using historical data for modelling students' learning behaviour. Such models can be employed in educational settings to determine how new students will perform and in predicting whether these students should be classed as at-risk of failing a course. Stakeholders can use…

Massive open online courses offer a valuable platform for efficient and flexible learning. They can improve teaching and learning effectiveness by enabling the evaluation of learning behaviors and the collection of feedback from students. The knowledge map approach constitutes a suitable tool for evaluating and presenting students' learning…

Recent years have seen a flourishing of Natural Language Processing models that can mimic many aspects of human language fluency. These models harness a simple, decades-old idea: It is possible to learn a lot about word meanings just from exposure to language, because words similar in meaning are used in language in similar ways. The successes of…

Purpose: To continue to stay relevant in the era of Industry Revolution 4.0 (IR4.0) alongside the unprecedented disruption of COVID-19, the importance of lifelong learning is indisputable though this concept has existed for decades. In this context, open and distance learning (ODL) institutions are urged to re-think and re-design their online…

Most mathematicians state mathematics is a field of beauty, creativity, and innovation, yet what is echoed by students is not how mathematics allows students to explore, but rather the ways in which it constrains and does not necessitate creativity. In comparison, many students associate coding with freedom, and the ability to create and express…

Because non-cognitive constructs can influence student success in education beyond academic achievement, it is essential that they are reliably conceptualized and measured. Within this context, there are several gaps in the literature related to correctly interpreting the meaning of scale scores when a non-standard response option like I do not…

The organisational culture at New Zealand's Otago Polytechnic has been shifting as a result of the "Designing for Learner Success" initiative, which focuses on the redesign and redevelopment of all vocational and degree programmes to improve learner success. The four-phase process (Preparation--Design--Development--Delivery) follows…

While knowledge, attitudes and beliefs as well as skills are integrated parts of Culturally Responsive Teaching (CRT) competency, few teacher education programmes have targeted the well-rounded CRT competency in all of these three aspects. Drawing on the conceptual framework of CRT competency and constructivist learning theory, the present study…

The article proposes a model for integrating TED Talks (TTs) in EFL college listening practice. It shows instructors where TTs can be located, gives reasons for using TTs, criteria for selecting TTs, the listening skills that can be developed, and an instructional strategy. TTs provide a variety of real-life themes, speakers, motivation, and…

This article offers a global overview of the burgeoning field of micro-credentials and their relationship to lifelong learning, employability and new models of digital education. Although there is no globally accepted definition of micro-credentials, the term indicates smaller units of study, which are usually shorter than traditional forms of…

The purpose of this study is to examine the student teachers' learning experiences and perceptions of using online resources during their independent study shaped with the stages of 4A accountable learner autonomy model. For their digital material design, the teacher candidates participating in this study were trained with a wide range of digital…

Despite the benefits of multimodal technology in the language classroom and common practice to introduce digital tools in language teaching, research has shown that many language teachers do not feel confident to engage with and create online multimodal learning resources and environments. This exploratory study examines data from five experienced…

As students learn how to program, both their programming code and their understanding of it evolves over time. In this work, we present a general data-driven approach, named "Temporal-ASTNN" for modeling student learning progression in open-ended programming domains. Temporal-ASTNN combines a novel neural network model based on abstract…

The globalisation of higher education and the resultant increase in the cultural and linguistic diversity of the student body has cast the spotlight on English language proficiency as never before. How universities best assess applicants' linguistic suitability for their future degree studies, set appropriate proficiency thresholds, and put in…

Previous research shows that digital game-based learning (DGBL) can have positive effects on engagement, motivation and learning, and that using narratives may reinforce these effects. A systematic review identified 15 DGBL systems that report effects from their use of narratives. A gap in the field, however, is the lack of a common model to…