This systematic review synthesizes the literature (involving 62 empirical studies) regarding the effectiveness of cognitive linguistics-inspired language pedagogies (CL-ILPs) on second language (L2) learning. It begins with an overview of the main theoretical tenets of cognitive linguistics followed by a description of the data selection, coding,…

When examining students' participation in these mathematics discussions, the focus is on their verbal contributions. However, students' nonverbal contributions--such as pointing, drawings, and models-- can be crucial resources for advancing the mathematical thinking and the collective activity of a classroom community (Johnson et al., 2023; Webb…

The main aim of the present study is to assess whether the open learner model (OLM) is capable of promoting students' active thinking by enhancing their self-regulation in online higher education learning environments. To this aim, we systematically reviewed the literature of the last three decades and found 67 articles, of which only a sample of…

Generalizability theory is a modern, powerful, and broad framework used to assess the reliability, or dependability, of measurements. While there exist classic works that explain the basic concepts and mathematical foundations of the method, there is currently a lack of resources addressing computational resources for those researchers wishing to…

Background: As access to open data is increasing, researchers gain the opportunity to build integrated datasets and to conduct more powerful statistical analyses. However, using open access data presents challenges for researchers in understanding the data. Visuals allow researchers to address these challenges by facilitating a greater…

Discerning the intent of the author of a historical document is critical as we seek to interpret it. Disciplinary literacy uses specialized skills that seek to maximize student engagement and achievement within specified subject areas. In social studies, one of these critical skills is "sourcing." Sourcing involves exploring who produced…

In recent years, an increasing number of studies have focused on learning vocabulary from audiovisual input. They have shown that learners can pick up new words incidentally when watching TV (Peters & Webb, 2018; Rodgers & Webb, 2019). Research has also shown that on-screen text (first language or foreign language subtitles) might increase…

Missing data patterns are the combinations in which the variables with missing values occur. Exploring these patterns in multivariate data can be very useful but there are few specialized tools. The current paper presents a plot that includes relevant information for visualizing these patterns. The plot is also dynamic-interactive; so, selecting…

Visual thinking routines are principles based on several theories, approaches, and strategies. Such routines, which are usually used again and again in the classroom, promote thinking skills, call for collaboration and sharing of ideas, and above all, make thinking and learning visible. Visual thinking routines are carried out in different…

Communication is a multimodal phenomenon. The cognitive mechanisms supporting it are still understudied. We explored a natural dataset of academic lectures to determine how communication modalities are used and coordinated during the presentation of complex information. Using automated and semi-automated techniques, we extracted and analyzed, from…

Contribution: A semester-long project, geared towards a multidisciplinary group of undergraduate engineering students, to design and simulate a large-scale microelectromechanical systems (MEMS) 2-D optical scanner is presented. Background: MEMS component design and fabrication typically requires a cleanroom and costly high-vacuum equipment; these…

Before students learn Kirchhoff's rules, they are typically taught how to solve "combined series-parallel" circuits. The method presented in many textbooks begins by drawing a series of simplified circuits, replacing series and/or parallel elements with their equivalent resistances, eventually reducing the circuit to a voltage source and…

Heat maps have become ubiquitous in the media, yet students are rarely exposed to them and their inherent limitations and potential for misleading consumers. This article makes a case for exposing students to them in statistics instruction at the secondary and tertiary level.

This article examines whether implementing visualizations on an institutional repository webpage increases traffic on the site. Two methods for creating visualizations to attract faculty and student interest were employed. The first is a map displaying usage of institutional repository content from around the world. This map uses Tableau software…

We describe a process for construction and use of a "dashboard" for monitoring the quality of in-person nonformal education programs. We followed the process to develop a 4-H special interest (SPIN) club dashboard, but the steps are applicable to any education program that includes instruction over multiple sessions. The dashboard…