This commentary reflects on the contributions to learning analytics and theory by a paper that describes how multiple theoretical frameworks were woven together to inform the creation of a new, automated discourse analysis tool. The commentary highlights the contributions of the original paper, provides some alternative approaches, and touches on…

In a previous study, we found that real-time mutual gaze perception (i.e., being able to see the gaze of your partner in real time on a computer screen while solving a learning task) had a positive effect on student collaboration and learning (Schneider & Pea, 2013). The goals of this paper are (1) to explore a variety of computational…

This paper uses a rich longitudinal dataset to measure the evolution of the gender differences in numeracy among school-age children in Indonesia. Girls outperformed boys by 0.08 standard deviations when the sample was around 11 years old. Seven years later, the gap has widened to 0.19 standard deviations, equivalent to around 18 months of…

The College Ambition Program (CAP) is designed to encourage low-income and minority students to enroll in college. The following analysis presents updated results from my AERA presidential talk in 2014. Results indicate that CAP, which is a schoolwide intervention, increased college attendance for low-income and minority students in seven…

Identifying learning problems of students has been recognized as an important issue for assisting teachers in improving their instructional skills or learning design strategies. The accumulated assessment data provide an excellent resource for achieving this objective. However, most of conventional testing systems only record students' test…

Learning Analytics (LA) is a field that aims to optimize learning through the study of dynamical processes occurring in the students' context. It covers the measurement, collection, analysis and reporting of data about students and their contexts. This study aims at surveying existing research on LA to identify approaches, topics, and needs for…

Utilizing disaggregated data from the Office of the Superintendent of Public Instruction (OSPI) and the Educational Research Data Center (ERDC), this report offers a deeper and more nuanced perspective on the educational realities of Asian Americans and Pacific Islander (AAPI) students and reinforces the need for disaggregated data to unmask the…

Salivary cortisol is often used as an index of physiological and psychological stress in exercise science and psychoneuroendocrine research. A primary concern when designing research studies examining cortisol stems from the high cost of analysis. Planned missing data designs involve intentionally omitting a random subset of observations from data…

Annotations play an increasingly crucial role in scientific exploration and discovery, as the amount of data and the level of collaboration among scientists increases. There are many systems today focusing on annotation management, querying, and propagation. Although all such systems are implemented to take user input (i.e., the annotations…

Data-driven decisions have become an important aspect of supply chain management. Demand planners are tasked with analyzing volumes of data that are being collected at a torrential pace from myriad sources in order to translate them into actionable business intelligence. In particular, demand volatilities and planning are vital for effective and…

In this report, we update our ongoing research on five school systems to reveal the academic, social, and political challenges posed by the pandemic and what system leaders and their staff are doing to address student learning loss. The report is part of the American School District Panel, a research partnership between the RAND Corporation and…

The class list of secondary educational institutions' pupils of Siberia in the second half of the 19th-the beginning of the 20th centuries is investigated in the paper. It was established that the growth of people belonging to different social classes among pupils was observed in these institutions by the beginning of the last century. However…

There is a longstanding and pressing challenge regarding overuse of exclusionary discipline (e.g., office discipline referrals, suspensions) for students of color and students with disabilities. Moreover, many common efforts to address the problem have not been shown to enhance equity in school discipline. This article describes a promising…

This article focuses on the changes that the election of Donald Trump enables in education policy domestically and in education discourse internationally. I argue that Trump's own charismatic leadership style is a distraction from the privatisation that it is facilitating through Betsy DeVos, Trump's appointment as US Education Secretary. I draw…

This study investigates the effect of the science writing heuristic (SWH) approach on the quality of prospective science teachers' (PSTs) argumentative writing and their understanding of the components of argumentation in the SWH approach and their own learning. Ten SWH approach activities were implemented during the semester. The study was…