This study aims to provide a systematic review of recent eye-tracking studies conducted with children and adolescents in learning settings, as well as a scoping review of the technologies and machine learning approaches used for eye-tracking. To this end, 68 empirical studies containing 78 experiments were analyzed. Eye-tracking devices as well as…

Mixed methods research is becoming more prevalent in educational technology due to its potential for addressing complex educational problems by integrating qualitative and quantitative data and findings. At the same time, a growing chorus of researchers laments the quality and rigor of research in this field. Mixed methods studies which…

Microlearning has gained popularity in both the training industry and professional studies disciplines over the last several years. While substantial information exists in industry articles and commentaries on the definition of microlearning--along with how to create, develop, and implement it--a closer look at the existing research is important.…

For decades, researchers in our field have explored what it means to possess instructional design expertise. This systematic review provides a current synthesis of research related to cultivating expertise in instructional design coursework. A search on instructional design pedagogy and the development of expertise yielded 34 peer-reviewed…

This study aims to analyze the use of virtual reality and gamification in education by examining the existing literature. In addition to virtual reality, this study focuses on gamified virtual reality learning environments which refer to virtual reality learning environments that integrate gamification elements and mechanisms. Based on the…

In this article we propose a taxonomy describing various types of literature review or theoretical/conceptual articles. We distinguish each article type based on how well they address the "summary" and "advocacy" arguments inherent in all secondary scholarship. Understanding this taxonomy of review/theory scholarship is…

In recent years, professional learning networks (PLNs) and online learning communities of practices (CoPs) enabled by social media have emerged as a conduit and communal space for faculty members to engage in professional learning. This systematic review provides a current synthesis of research surrounding social media and professional development…

Although textbooks are a traditional component in many higher education contexts, their increasing price have led many students to forgo purchasing them and some faculty to seek substitutes. One such alternative is open educational resources (OER). This present study synthesizes results from sixteen efficacy and twenty perceptions studies…

Computational thinking (CT) has become an important skill for the new generation, and CT teaching games have been introduced to lower the barriers that novices face in learning programming. However, despite the prevalence of and demand for these games, little is known about the effectiveness of their design or about the principles that are…

The field of adaptive e-learning is continuously developing. More research is being conducted in this area as adaptive e-learning aims to provide learners with adaptive learning paths and content, according to their individual characteristics and needs, which makes e-learning more efficient and effective. The learner model, which is a…

This study examines the research methods, topics, and trends of empirical MOOC research to gain a comprehensive understanding of the MOOC phenomenon through reviewing 541 empirical MOOCs research published from 2009 to 2019. The results indicate that: (1) the majority of studies adopted quantitative research methods followed by mixed research…

This scoping review of research explores which disciplines have studied social media as it relates to education and, more broadly, use by students of high school and college age. The sample explores 10 years of research (2009--2018). A search of Web of Science yielded 580 relevant peer-reviewed articles published through the end of 2018, with 260…

Recent reports suggest an increase in the number of individuals with cognitive and developmental disabilities. To ensure equal opportunities for these learners, special education practices must be appropriately improved and scaled. Educational and assistive technologies are a possible avenue for meeting this need. To provide insight into recent…

Parents play an important role in students' informal learning with technology; however, there is a lack of relevant research, particularly regarding parents' opinions on students' learning with emerging technology such as augmented reality (AR). This study was therefore conducted in an initial attempt to explore parents' user experience (UX) of…

Combining wiki technology with the literature circles could be powerful and beneficial for promoting the learning of English as a foreign language (EFL). However, little research has been conducted to investigate the role of EFL students' social forms of regulatory strategies in their learning performance in the context of wiki-supported…