Studies measuring online learning have adopted different perspectives, resulting in different approaches to their assessment of online learning. However, when we consider the literature from a wider angle, there may be complimentary or contrasting relationships. This study performed content analysis on a total of 44 studies that used…

Partial least squares structural equation modeling (PLS-SEM) has become a key multivariate statistical modeling technique that educational researchers frequently use. This paper reviews the uses of PLS-SEM in 16 major e-learning journals, and provides guidelines for improving the use of PLS-SEM as well as recommendations for future applications in…

In recent years, in the field of education, there has been a clear progressive trend toward precision education. As a rapidly evolving AI technique, machine learning is viewed as an important means to realize it. In this paper, we systematically review 40 empirical studies regarding machine-learning-based precision education. The results showed…

This study investigated learners' conceptions of learning English and their online self-regulation in a web-based learning environment among. Two questionnaires, Conceptions of Learning English (COLE) and Online Self-regulation of English Learning (OSEL) were administered to 843 university students in China. Based on their different conceptions of…

This study investigates critical thinking (CT) studies in e-learning settings to provide a comprehensive analysis of CT studies. Research indexed in the Web of Science database which includes major peer-reviewed social sciences citation index journals in the e-learning field from January 2006 to November 2017 was searched for a systematic review…

The development of e-learning and digital campus has prompted more and more teachers to assign online homework to students. Consequently, teachers need to provide sufficient and relevant guidance for such homework. Teachers' online homework guidance (TOHG) is conceptually connected with their level of technological pedagogical content knowledge…

This paper reports on an investigation of adult online learning for 91 Taiwanese in-service preschool teachers enrolled in online degree programs. By using an open-ended written essay to investigate what learners thought they were learning through online education (their conceptions) and how they engaged in online education (their approaches),…

In this study, a one-year program was conducted to investigate the relationships between students' perceptions of mobile learning and their tendencies of peer interaction and higher-order thinking in issue-based mobile learning activities. To achieve the research objective, a survey consisting of eight scales, namely, usability, continuity,…

This quantitative study investigated the relationship between learners' online self-regulation and their self-efficacy in the context of learning English as a foreign language (EFL). We collected data from two surveys, the online self-regulated English learning (OSEL) and the English language self-efficacy (ELSE), among 424 university students in…

Mobile technology has been increasingly applied to educational settings in the past decade. Although researchers have attempted to investigate both students' and teachers' preferences regarding mobile learning, few studies have investigated the differences between the two, an understanding of which is important for developing effective mobile…

The purpose of this study was to explore the effects of the context-aware ubiquitous learning (u-learning) approach versus traditional instruction on students' ability to answer questions that required different cognitive skills, using the framework of Bloom's taxonomy of educational objectives, including knowledge, comprehension, application,…

Drawing from the social influence theory and acknowledging that the others' support within the work context affects employees' learning, values, and behaviours, an alternative framework was proposed to explain employees' learning satisfaction and future intention to participate in e-training programs in the current study. 578 survey data collected…

The purpose of this study was to explore students' conceptions of context-aware ubiquitous learning (u-learning). The students participated in a u-learning exercise using PDAs equipped with RFID readers. The data were collected from individual interviews with each of the students by a trained researcher, and the responses of the interviewees were…

This study aimed to conduct a systematic literature review on empirical studies of how technologies influence young children's learning. Eighty-seven articles published between 2003 and 2013 were identified through the Web of Science database. We employed content analysis to identify the research trends of this topic. "Technology…

Like any other modern, forward-looking and technologically advanced nation, Taiwan has realised the current and future importance of electronic learning--now commonly referred to as "e-learning". Bearing this in mind, some years ago, the Taiwanese government introduced a number of initiatives that were intended to promote the development…