We present a method to help faculty assess and visualize conceptual knowledge by applying topic modeling to unstructured student writing from online class discussion forums. To validate the technique against conventional assessment metrics, we evaluated its accuracy in predicting final grades in introductory undergraduate biology and graduate…

Population-level interventions focused on policy, systems, and environmental change strategies are increasingly being used to affect and improve the health of populations. At the same time, emphasis on implementing evidence-based public health practices and programming is increasing, particularly at the federal level. Valuing strategies in the…

This research study explored and analyzed the perception and attitudes of first year White special education teachers' experiences as they successfully matriculated through an alternative teacher certification program with a concentration in Special Education. The certifying entity for this teacher preparation program was a historically Black…

There has been much concern in the higher education sector recently about the well-being and the safety of slightly more than 200,000 international students studying in higher education in Australia. In recognition of the economic and socio-cultural value of the international student cohort, as well as the significant challenge and risk of…

This article presents the results of a collaborative self-study in which five teacher educators explored the role of emotions in college teaching. We come from diverse backgrounds of race, ethnicity, religion and sexual orientation, while our students are largely White, female, Christian and heterosexual. Our study was guided by a social…

This article describes the Virtual Intercultural Team Tool (VITT) and discusses its processes and benefits. VIIT is a virtual platform designed with the aim of assisting European project teams to improve intercultural communication and build on their cultural diversity for effective implementation of their projects. It is a process-focused tool,…

Early identification and intervention for students at risk for reading failure is essential to establish the foundational skills necessary for students to become skilled readers. The focus on evidence-based practices and data-driven decision making leads educators to consider additional instructional approaches, such as formative assessment (FA)…

In this paper, we describe a novel methodology, grounded in techniques from the field of machine learning, for modeling emerging social structure as it develops in threaded discussion forums, with an eye towards application in the threaded discussions of massive open online courses (MOOCs). This modeling approach integrates two simpler, well…

Theoretical models of collaborative learning through online discussions presuppose that students generally attend to others' posts. However, a succession of studies over the last decade has shown this assumption to be unwarranted. Instead, research indicates that learners attend to others' posts in diverse and particular ways--an…

In the Community of Inquiry (CoI) model, cognitive presence indicators can be used to evaluate the quality of inquiry in a discussion forum. Engagement in critical thinking and deep knowledge can occur through reflective processes. When learners move through the four phases of cognitive presence (triggering, exploration, integration, resolution),…

The Community of Inquiry (CoI) model provides a well-researched theoretical framework to understand how learners and teachers interact and learn together in computer-supported collaborative learning (CSCL). Most CoI research focuses on asynchronous learning. However, with the arrival of easy-to-use synchronous communication tools the relevance of…

The authors consider how preservice teachers and teacher educators might broaden their operating notions of experience and practicality to help one another access a wider range of sources of knowledge for their teaching.

The purpose of this study was to investigate the effectiveness of teaching action research through modeling. Participants were 11 doctoral students enrolled in a two-semester practitioner-based research course. In this study, I was both instructor and member of the research community. I modeled the steps of action research as I conducted a study…

This dissertation draws on textual reader response theory and humanities-based Disability Studies theories to explores the ways in which preservice teachers participating in a course called "Issues of Diversity in Children's and Adolescent Literature" and their instructor, who is also the researcher, made sense of representations of disability in…

Science is a social process--one that involves particular ways of talking, reasoning, observing, analyzing, and writing, which often have meaning only when shared within the scientific community. Discussions are one of the best ways to help students learn to "talk science" and construct understanding in a social context. Since inquiry is an…