An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

Designers of educational modules for conceptual learning often rely on procedural frameworks to chart out interaction mechanics through which users will develop target understandings. To date, however, there has been no systematic comparative evaluation of such frameworks in terms of their consequences for learning. This lack of empirical…

Ideas of space within higher education are changing, influenced by pedagogical innovation, emerging technologies, and the experiences of the COVID-19 pandemic. This is most obvious in the expansion of hybrid education, where teaching happens simultaneously both online and on the physical campus. Hybrid learning spaces emerge from dynamic,…

An important component of many Adaptive Instructional Systems (AIS) is a 'Learner Model' intended to track student learning and predict future performance. Predictions from learner models are frequently used in combination with mastery criterion decision rules to make pedagogical decisions. Important aspects of learner models, such as learning…

This design case documents the reimagination of new faculty orientation for a mid-sized public university due to the COVID-19 global pandemic. This fully virtual iteration was facilitated during the summer of 2020 and is compared both to previous in-person iterations of new faculty orientation as well as a blended modality version of the…

This paper reviews 12 research-based principles for how to design computer-based multimedia instructional materials to promote academic learning, starting with the multimedia principle (yielding a median effect size of d = 1.67 based on five experimental comparisons), which holds that people learn better from computer-based instruction containing…

This text presents an argument that competition, as a pedagogical design element, facilitates students' learning motivation in digital game-based learning environments (DGBLEs). Since competition has long been regarded as an adverse pedagogical element for fostering students' learning motivation, a considerable proportion of educators and…

This squib continues the ongoing conversation put forward by Wise and Schwarz around the direction and future of CSCL. We focus here on the question of whether or not CSCL should seek to make educational change. Here, we take the affirmative position by conceptualizing the network of design-centric research practice partnerships. We illustrate how…

This book highlights the importance of design in computer-supported collaborative learning (CSCL) by proposing data-driven design and assessment. It addresses data-driven design, which focuses on the processing of data and on improving design quality based on analysis results, in three main sections. The first section explains how to design…

Several decades of research and development have produced a rich ecology of technologies designed to support active, collaborative constructionist pedagogical practices. Nevertheless, many teachers are reluctant to use these technologies in their teaching or fail to devise learning designs which leverage their qualities. We argue that this tension…

This paper maps a teacher's pedagogic practices when teaching young children to produce texts using digital technologies during a literacy lesson for 7-8 year-old children. Pedagogies are broadly understood as what the teacher does in a classroom to facilitate learning in a twenty-first century classroom. The paper argues that the very notion of…

The majority of the world is multilingual, but inequitably multilingual, and much of the world is also technologized, but inequitably so. Thus, researchers in the fields of computer-assisted language learning (CALL) and second language acquisition (SLA) would profit from considering multilingualism and social justice when envisioning new CALL-SLA…

Using new technologies in the academic field has become more and more visible in Poland in the recent years. In the past, digital learning resources were used as supplementary materials helping to support face-to-face instruction. Nowadays, we have the opportunity not only to apply "traditional" methods but also to use more sophisticated…

This paper discusses the history of the instructional design and technology field in four major time periods: (1) 1900s-1930s, (2) World War II-1970s, (3) 1980s-1990s, and (4) 21st century. Since the 20th century has been discussed in detail in earlier works, this paper puts more focus on the 21st century section, which includes discussions of…

The physical classroom remains the one constant space where most schooling takes place and where everyday Computer Supported Collaborative Learning (CSCL) practices in formal educational settings occur. While educational advocates have championed the need for a change to schooling, pedagogy and various teaching and learning practices, the learning…