The purpose of the staff focus groups was to gather information about staff perspectives on the GEAR UP program, their experiences with the GEAR UP program, and their support for student college preparation. Most of the focus group participants across five GEAR UP campuses understood the GEAR UP program. Many staff provided positive comments about…

Recognising students' emotion, affect or cognition is a relatively young field and still a challenging task in the area of intelligent tutoring systems. There are several ways to use the output of these recognition tasks within the system. The approach most often mentioned in the literature is using it for giving feedback to the students. The…

The initial vision for intelligent tutoring systems involved powerful, multi-faceted systems that would leverage rich models of students and pedagogies to create complex learning interactions. But the intelligent tutoring systems used at scale today are much simpler. In this article, I present hypotheses on the factors underlying this development,…

This paper explores the effectiveness of a tutorial-based approach in supporting the development of geography undergraduates' ethical thinking. It was found that overall the intervention had a statistically significant impact on students' ethical thinking scores as assessed using a Meta-Ethical Questionnaire. The initiative led to a convergence of…

Although thousands of students enroll in Massive Open Online Courses (MOOCs) for learning and self-improvement, many get confused, harming learning and increasing dropout rates. In this paper, we quantify these effects in two large MOOCs. We first describe how we automatically estimate students' confusion by looking at their clicking behavior on…

Purpose: The purpose of this paper is to identify a framework to support adaptivity in e-learning environments. The framework reflects a novel hybrid approach incorporating the concept of the event-condition-action (ECA) model and intelligent agents. Moreover, a system prototype is developed reflecting the hybrid approach to supporting adaptivity…

As online education grows, institutions must develop and evaluate student services to meet the needs of adult online students. The university at which the study was conducted had growing online enrollment, but no systematic examination of services from the students' perspective to drive service development and improvement. This represented a gap…

The creation of crowd-sourced content in learning systems is a powerful method for adapting learning systems to the needs of a range of teachers in a range of domains, but the quality of this content can vary. This study explores linguistic differences in teacher-created problem content in ASSISTments using a combination of discovery with models…

The creation of crowd-sourced content in learning systems is a powerful method for adapting learning systems to the needs of a range of teachers in a range of domains, but the quality of this content can vary. This study explores linguistic differences in teacher-created problem content in ASSISTments using a combination of discovery with models…

Tutorial dialogue is a highly effective way to support student learning. It is widely recognized that tutor dialogue moves can significantly influence learning outcomes, but the ways in which tutor moves, student affective response, and outcomes are related remains an open question. This paper presents an analysis of student affective response, as…

While Educational Data Mining research has traditionally emphasized the practical aspects of learner modeling, such as predictive modeling, estimating students knowledge, and informing adaptive instruction, in the current study, we argue that Educational Data Mining can also be used to test and improve our fundamental theories of human learning.…

The purpose of this handbook is to provide actionable information to educators, administrators, and researchers about current, available research-based educational technologies that provide adaptive (personalized) instruction to students on literacy, including reading comprehension and writing. This handbook is comprised of chapters by leading…

Coronavirus Disease 2019 (COVID-19) has exacerbated existing inequities and inadequacies across a range of social structures, including our nation's education system. The pandemic has also had a more damaging impact on communities and people of color, including many who already faced health challenges. Congress has provided significant federal…

The 2020-2021 school year has been like no other. Because of the COVID-19 pandemic, most kindergarten through grade 12 (K-12) schools across the United States have reduced in-person learning for students to a few days per week or have been physically closed for most of the school year. In this Data Note, researchers use surveys of teachers and…

In the wake of COVID-19, the U.S. pre-K-12 education system needs more than a refresh. Based on the success and popularity of the Opportunity Culture model, in this brief Public Impact recommends the means to bring critical, effective instructional and emotional supports to millions of teachers and their students--for a price tag the country can…