The current study aimed to measure preservice teachers' skills in implementing pedagogical model of collaborative problem solving (CPS) using a more advanced and novel human-to-agent computerized assessment instrument. By doing so, a framework with three major skills in the implementation of CPS and four major individual problem-solving processes…

Nurturing twenty-first-century competency is one important agenda in this era, especially in developing collaborative learning and critical thinking skills. Yet, facilitating such a computer-supported collaborative learning (CSCL) environment is challenging. Although several technological platforms from past research studies were developed to…

Mathematical modeling describes how events, concepts, and systems of interest behave in the world using mathematical concepts. This research approach can be applied to theory construction and testing by using empirical data to evaluate whether the specific theory can explain the empirical data or whether the theory fits the data available.…

In order to effectively use technology in education, appropriate conceptual understandings are needed to guide the integration process. Today, there is a wide range of conceptual models that are developed and used in research and/or practice focusing on educational technology integration. Conceptual models are of relevance as they can bridge…

This paper examines the alignment of education with the needs for knowledge creation in the digital age using the Knowledge Building model and Knowledge Forum® technology. Knowledge Building is akin to knowledge creation as practiced in research laboratories and other frontier-advancing organizations, with added focus on value to the individual,…

In an age of ready access to people, online spaces and information, canonized formal knowledge acquisition is being disrupted. The emergence of socially constructed knowledge based on connected learning is democratising education and re-framing how formal and informal learning is considered. What we currently understand connected learning to be is…

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…

Machine learning systems are infiltrating our lives and are beginning to become important in our education systems. This article, developed from a synthesis and analysis of previous research, examines the implications of recent developments in machine learning for human learners and learning. In this article we first compare deep learning in…

Educational technology offers unique affordances as a learning tool and delivery system for enhancing and personalizing instruction. Over the past two decades, efforts by school districts and states to infuse technology into everyday K-12 education through one-to-one laptop initiatives have rapidly proliferated. In this paper, I examine such…

Having stepped down as editor of Educational Technology Research & Development after 15 years of service, and having learned much from Steve Ross, who served as editor for 18 years, and from many of the leading scholars in the broad and multidisciplinary field of educational technology, I have been thinking of the value added by the research…

Cognitive load theory provides instructional recommendations based on our knowledge of human cognition. Evolutionary psychology is used to assume that knowledge should be divided into biologically primary information that we have specifically evolved to acquire and biologically secondary information that we have not specifically evolved to…

This article explores the complex question of how instruction should be "framed" (i.e., contextualized). Reports from the US National Research Council reveal a broad consensus among experts that most instruction should be framed with problems, examples, cases, and illustrations. Such framing is assumed to help learners connect new…

In the traditional brick-and-mortar classroom, small classes are generally perceived as desirable, but the benefits associated with particular class sizes in online education have not yet received much scholarly attention. Using a dataset of 10,648 enrollment records generated during the 2013-2014 school year at a state virtual school in the…

This paper examines whether using "From Here to There!" (FH2T:E), a dynamic game-based mathematics learning technology relates to improved early algebraic understanding. We use student log files within FH2T to explore the possible benefits of student behaviors and gamification on learning gains. Using in app measures of student…

"Mobile learning", or "m-learning", has become an umbrella term for the integration of mobile computing devices within teaching and learning. In the literature, however, use of the terms has been unsystematic. The purpose of this article is to critically examine the principles of mobile learning. First, I examine the extant…