E-learning is playing a significant and increasing role in elementary science education. The purpose of this study was to explore how primary Grade 3 students constructed an understanding of seasons through a series of interactive e-learning activities. One class of Grade 3 students from one local primary school was invited to participate in this…

This study integrated the multimodal framework of learning analytics (IMFLA) with the concept mapping (Cmap) approach to improve students' vocabulary and reading abilities. A total of 70 participants were divided into 2 classes, Class 1 (experimental) and Class 2 (control), for a 1-year period. Vocabulary and reading tests were implemented 3…

Self-regulated learning conducted through metacognitive monitoring and scientific inquiry can be influenced by many factors, such as emotions and motivation, and are necessary skills needed to engage in efficient hypothesis testing during game-based learning. Although many studies have investigated metacognitive monitoring and scientific inquiry…

This paper presents three multimodal learning analytic approaches from a hands-on learning activity. We use video, audio, gesture and bio-physiology data from a two-condition study (N = 20), to identify correlations between the multimodal data, experimental condition, and two learning outcomes: design quality and learning. The three approaches…

Teachers' online discussion text data shed light on their reflective thinking. With the growing scale of text data, the traditional way of manual coding, however, has been challenged. In order to process the large-scale unstructured text data, it is necessary to integrate the inductive content analysis method and educational data mining…

There are important responsibilities expected from primary school students. The most important of these are the learning of reading, writing and arithmetic. There is a "psychological readiness" aspect besides reading, writing and arithmetic in order to be ready for the school. In this study, among the first-grade students, those who were…

This article explores how a cohort of tertiary-level Uyghur students contested and negotiated their identities through multilingual practices in the receiving community. Drawing upon interview data from fieldwork, this study indicates that these students experienced essentialist understandings and negative views in the host society. Participants…

Lord's Wald test for differential item functioning (DIF) has not been studied extensively in the context of the multidimensional item response theory (MIRT) framework. In this article, Lord's Wald test was implemented using two estimation approaches, marginal maximum likelihood estimation and Bayesian Markov chain Monte Carlo estimation, to detect…

Instructional technologists and faculty in post-secondary institutions have increasingly adopted learning analytics interventions such as dashboards that provide real-time feedback to students to support student' ability to regulate their learning. But analyses of the effectiveness of such interventions can be confounded by measures of students'…

Dual-layer MOOCs are an educational framework designed to create customizable modality pathways through a learning experience. The basic premise is to design two framework choices through a course: one that is instructor centered and the other that is student determined and open. Learners have the option to create their own customized pathway by…

To provide the substantial support required for project-based learning (PBL), educators can incorporate professional experts as "design coaches." However, previous work shows barriers incorporating design coaches who can rarely meet face-to-face: (1) communication online is time-consuming, (2) updating coaches online is not perceived as…

This article reports on the value of career construction counselling (integrating qualitative and quantitative strategies and associated techniques) for a young person. The participant was purposefully selected from a number of people who had sought career counselling in a private practice context. An intrinsic, single-case study design was…

This work underscores how English Language Arts (ELA) faculty and school administrators in middle schools can partner with area colleges and universities to mine available data generated from high stakes writing assessments, and to answer teachers' questions about students' attitudes to writing. We first discuss the nature of the writing…

The field of social work recognizes the need to evaluate one's practice. Social work educators are mandated to prepare students to evaluate their own practices and be knowledgeable consumers of research. The goal of being competent in both of these is often challenged by the fact that many students do not initially understand the relationship…

Data-driven inquiry as a science practice and instructional approach can provide a powerful context for project-based learning (PBL). Students engage in data-driven inquiry when they explore a rich data set and observe patterns, ask questions suggested by the data, and pursue answers about underlying phenomena. Krajcik (2015) describes five…