Engagement is critical in learning, including computer-supported collaborative learning (CSCL). Previous studies have mainly measured engagement using students' self-reports which usually do not capture the learning process or the interactions between group members. Therefore, researchers advocated developing new and innovative engagement…

The purpose of this dissertation is to develop a virtual, collaborative parent education program for parents of school-age children. Although parenting websites and online discussion forums have been around since the world wide web became widely available in the early 1990s (Lupton, Pedersen & Thomas, 2016), a rise in the use and necessity of…

Exploring clinical education models that may increase the number of clinical placements while improving learning outcomes is an important step in preparing competent entry-level speech-language pathologists. Placement shortages play an important role in the urgency of evaluating the efficacy of alternative clinical education models in SLP. The 2:1…

We use the term "Zoomification" to refer to the primary mode of research collaboration used by academic researchers during much of the COVID-19 pandemic. While neither video-enabled technology or remote collaboration is new, the technology developments and needs that occurred during the pandemic proved exceptional, indeed a step-change…

Videos are an increasingly popular medium for supporting learning in various educational settings. Nowadays, newly designed video-based environments contain enhanced tools that allow for specific interactions with video materials (such as adding annotations and hyperlinks) which may well support generative learning and conceptual understanding.…

Productive Failure (PF) is an instructional design that implements a problem-solving phase which aims at preparing students for learning from a subsequent instruction. PF has been shown to facilitate students' conceptual knowledge acquisition in the mathematical domain. Collaboration has been described as a vital design component of PF, but…

Learning circles has a long tradition in the Nordic countries as a model for adult non-formal education, but has gained little scholarly attention and is thus sparsely theorised. The purpose of this article is to discuss the revitalisation of learning circles as highly relevant in times of what we term 'social innovation imperatives'. To…

Background and Context: Computational thinking (CT) is a critical part of computing education in middle school. The existing practices of collaboration and collaborative design activities at this education level pairs well with CT practices, but this interaction has previously been under-explored in the existing literature. Objective: In this…

Actionability is a critical issue in learning analytics for driving impact in learning, bridging the gap between insights and improvement. This dissertation places actionability at the forefront, integrating it throughout the learning analytics process to fully leverage its potential. The study involves designing, developing, and implementing…

Research on video activity detection has primarily focused on identifying well-defined human activities in short video segments. The majority of the research on video activity recognition is focused on the development of large parameter systems that require training on large video datasets. This dissertation develops a low-parameter, modular…

Statistical competitions like ASA DataFest and the Women in Data Science (WiDS) Datathon give students valuable experience working with real, challenging data. By participating, students practice important statistics and data science skills including data wrangling, visualization, modeling, communication, and teamwork. However, while advanced…

The present study examined the effectiveness of a cooperative skill intervention program using theme-based joint block play for young children. Thirty-two 4--5 years old preschoolers from Shanghai, China, were assigned to the experimental group while thirty-two children comprised the comparison group. The experimental group was engaged in an…

This article aims to illustrate how the collective resolution of routine mathematical tasks can give rise to uncertainties, fostering and supporting a rich and authentic mathematical activity. While solving routine tasks may not typically be classified as problem-solving, the research presented in this paper shows that, at the collective level,…

The goal of this paper is to share an analytic framework for understanding Students? Ways of Thinking (SWoT) in STEM-rich learning environments. Before revealing our refined coding framework, we detail the nature of our collaborations and the various analytic decisions that led to its formation. These collaborations supported our collective…

In the age of artificial intelligence where standard problems are increasingly processed by computers, creative problem solving, the ability to think outside the box is in high demand. Collaboration is also increasingly significant, which makes creative collaboration an important twenty-first-century skill. In the research described in this paper,…