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…

Recent studies have evaluated the use of social media as learning aids in tertiary education. Emerging research in this area has focused primarily on non-quantitative approaches to student social media engagement. However, quantitative engagement outcomes may be extracted from student posts, comments, likes, and views. The goal of the present…

Sociotechnical thinking (STT) has recently emerged in response to technical-social dualism. It is defined as the ability to identify, address, and respond to both social and technical dimensions of engineering. As the number of publications on STT increases, so does the need to map the literature. This paper provides a scoping literature review of…

This paper is a bibliometric overview and evaluation of peer-reviewed articles on governance in higher education. The study uses meta-data from the Scopus journal repository, retrieved using relevant keywords. We analyse the data in VOSviewer software. A content analysis of selected papers is undertaken to comprehend the thematic focus of the…

Game designers and researchers have sought to create gameful environments that consider user preferences to increase engagement and motivation. In this sense, it is essential to identify the most suitable game elements for users' profiles. Designers and researchers must choose strategies to classify users into predefined profiles and select the…

The study aimed to perform a literature review to identify the trends, impacts, and challenges associated with the integration of microlearning and social media. A total of seven academic databases were used as sources for searching: Scopus, Web of Science, ACM, EBSCOhost, PubMed, ProQuest, and IEEE. A combination of keywords related to…

Educational outcomes are heavily reliant on student engagement, yet this concept is complex and subject to diverse interpretations. The intricacy of the issue arises from the broad spectrum of interpretations, each contributing to the understanding of student engagement as both complex and multifaceted. Given the emergence and increasing use of…

In recent years, many studies have highlighted the need to go beyond the "one-size-fits-all" gamification approach to tailored or personalised gamification to optimise students' engagement based on their user attributes. However, little is known about its effectiveness on student engagement. To advance the understanding of personalized…

Background: Vocabulary learning is an essential dimension of foreign language learning. The learners have a huge responsibility in this task. Among other factors, time constraints and an overall lack of maintained motivation on the part of students makes it especially challenging. Consequently, improving vocabulary learning requires strategies to…

Gamification has the potential to enhance learner motivation and increase participation, thereby improving MOOC's retention rates. However, challenges exist in finding the balance between learning and gamification elements and ensuring effective implementation, as well as the limited availability of established gamification frameworks tailored for…

Social media platforms such as Instagram are becoming increasingly popular sources for students to access anatomy educational resources. This review used content analysis to examine posts under the hashtag #anatomynotes and is the first to map the characteristics of anatomy education posts on Instagram and determine any temporal changes. Sample…

Background: Leaderboards are among the most popular gamification elements in education. Some studies have implemented leaderboards and reported their individual effects on students' learning. Despite the emergence of relevant empirical studies, most of the existing reviews have only investigated the holistic impact of gamification. No previous…

Although a surfeit of research has investigated the technicality and efficacy of feedback, much less attention has been directed towards student engagement with written feedback. In second-language writing scholarship, student engagement is considered the linchpin that connects feedback provision with learning outcomes and is crucial for feedback…

The changing landscape of early childhood education related to accountability-driven assessments is creating the need to understand how these changes effect engagement. Children's engagement in school is one of the leading predictors of learning (Carini et al. in Research in Higher Education 47(1):1-32, 2006; Fredricks et al. in Review of…

A systematic review was conducted using PsychInfo, ERIC, and Google Scholar using the terms "classroom" and "direct observation". The search yielded 1,006 articles published between 1935 and 2022 with a total of seven observation codes (Behavioral Observation of Students in Schools, Classroom Observation of Engagement,…