Background: While a number of learner factors have been identified to impact students' collaborative learning, there has been little systematic research into how patterns of students' collaborative learning may differ by their learning orientations. Objectives: This study aimed to investigate: (1) variations in students' learning orientations by…

This article uses digital traces to help identify students' online learning strategies by making a clear distinction between the descriptive features (the proportional distribution of students' different online learning actions) and quantitative aspects (the total number of the online learning sessions), a distinction that has not been properly…

Adopting an ecological perspective on student learning in blended course designs, this study investigates the quality of 335 undergraduates' experience in a first-year compulsory engineering course. Interrelations amongst cognitive, social, and material aspects of the student learning experience are examined. The cognitive elements include…

The ability to collaborate effectively face-to-face and online represents a critical skill for university graduates. However, there are still challenges regarding how to accurately assess this skill through traditional student learning measures. To better understand the nature of effective collaboration of university students in blended courses,…

This study investigated the extent to which self-report and digital-trace measures of students' self-regulated learning in blended course designs align with each other amongst 145 first-year computer science students in a blended "computer systems" course. A self-reported Motivated Strategies for Learning Questionnaire was used to…

This study argues for the importance of using the different evidence to assess and evaluate a key graduate skill -- collaboration. To do so, it investigates the experience of 356 first-year students in a blended course design and measures their collaborative patterns. Combining research methodologies from student approaches to learning and social…

Blended course designs have been increasingly adopted in medical education. However, research on the relations between the key aspects of students' learning experience and their learning outcomes often only measures students' self-reported experience, neglecting what they actually do in learning. This study combined both self-reported and…

This study examines the extent to which the learning orientations identified by student self-reports and the observation of their online learning events were related to each other and to their academic performance. The participants were 322 first-year engineering undergraduates, who were enrolled in a blended course. Using students' self-report on…

One of the major objectives of precision education is to improve prediction of educational outcome. This study combined theory-driven and data-driven approaches to address the limitations of current practice of predicting learning outcomes only using a single approach. The study identified the online learning patterns by using students'…

This study combines research methods from student approaches to learning research and social network analysis (SNA) to examine patterns of students' collaborative learning based on their learning orientations amongst 193 postgraduates enrolled in a blended course. The study identified two distinct learning orientations, namely 'understanding' and…

Learning in blended environments has become a ubiquitous part of student experience in tertiary education worldwide. Although students' perceptions of learning environments are a key element in the learning process, there is a dearth of valid instruments to assess students' perceptions in blended contexts. This study described the initial…

The pandemic has brought teachers, young children and their parents lots of uncertainties and challenges in adapting to new teaching and learning environment. Compared with other professionals, teachers might face more challenges in transiting from using a traditional face-to-face teaching method to an online or blended teaching and learning…

Collaboration is an increasingly important and difficult skill for graduate engineers to develop. While universities provide some measures of collaboration ability of students on graduation, there is still some dissatisfaction with the level of preparedness of students for collaborative activity in the workplace. This paper presents a case study…

In researching student learning experience in Higher Education, a dearth of studies has investigated cognitive, social, and material dimensions simultaneously with the same population. From an ecological perspective of learning, this study examined the interrelatedness amongst key elements in these dimensions of 365 undergraduates' personalised…

First-year university students in an engineering course experienced activities which required them to engage in learning back and forth across physical and virtual learning space. The lecturer had designed a campus-based course with a significant online component involving activities for preparing the class, for use during class and for reflecting…