This study aimed to provide first responses to the question of whether the pedagogical heritage of an instrumental music teacher, in the present case the great violinist and violin teacher Veda Reynolds, can be reconstructed by analyzing and comparing the discourse of their former students. To address this question, an ergo-didactic approach was…

When text datasets are very large, manually coding line by line becomes impractical. As a result, researchers sometimes try to use machine learning algorithms to automatically code text data. One of the most popular algorithms is topic modeling. For a given text dataset, a topic model provides probability distributions of words for a set of…

Cloze items are commonly used for both assessing learning and as a learning activity. This paper investigates the selection of sentences for cloze item creation by comparing methods ranging from simple heuristics to deep learning summarization models. An evaluation using human-generated cloze items from three different science texts indicates that…

There has been great progress towards Reinforcement Learning (RL) approaches that can achieve expert performance across a wide range of domains. However, researchers have not yet applied these models to learn expert models for educationally relevant tasks, such as those taught within tutoring systems and educational games. In this paper we explore…

Despite calls for more evidence regarding the effectiveness of teacher education practices, causal research in the field remains rare. One reason is that we lack designs and measurement approaches that appropriately meet the challenges of causal inference in the context of teacher education programs. This article provides a framework for how to…

The simple view of reading (SVR) framework has been used for decades to explain two general component skills considered to contribute to reading comprehension: decoding and linguistic comprehension. In the past, researchers have assessed the linguistic comprehension component using a wide range of language and/or listening comprehension measures…

In this paper, we provide an introduction to the factored regression framework. This modeling framework applies the rules of probability to break up or "factor" a complex joint distribution into a product of conditional regression models. Using this framework, we can easily specify the complex multivariate models that missing data…

In standard statistical data analysis, the effects of intervention or prevention efforts are evaluated in terms of variable relations. Results from application of regression-type methods suggest whether, overall, intervention is successful. In this article, we propose using configural frequency analysis (CFA) either in tandem with regression-type…

The Comprehensive Assessment System (CAS) Framework presents a vision for a system of assessments for English Learners in secondary grades that brings assessment closer to the classroom and fully involves teachers in assessment development and validation. The CAS Framework is intended to signal a new and equitable direction and to provoke…

People have long found comfort and support by interacting and sharing their lives with animals, and from this interest has led to a specific modality in human healthcare called Animal-Assisted Interactions (AAI). One application of AAI in higher education has gained much attention in the past 10 years. University campuses are a setting where…

The ability to efficiently optimize or re-optimize an algorithm for high performance on a particular processor architecture is crucial in a wide spectrum of engineering and scientific applications. To help bridge the gap between fully automated optimization, which does not reliably produce optimal code, and fully manual optimization, which is…

The purpose of this project dissertation was to research, create and assess a hypothetical two-year musical theatre/music theater (MT) curriculum to serve as a model for future implementation at community colleges. As one of the fastest growing and most prolific forms of popular entertainment today, the 21st Century musical is uniquely poised to…

Our student populations' diversity now includes African Americans, Native Americans, and Latinos, as classrooms represent various cultural backgrounds. This shift in student population dynamics brings fresh challenges to educator's unpreparedness to identify with the unique cultural identities of international students. The cultural dissonance…

Introduction: This study proposes a theoretical framework for the complex interplay between knowledge gap and perceived risk as motivators of information seeking. Given the shortage of studies that use quantitative research methods to support theory-building in information behaviour research, the survey method is adopted and two models with…

The effects of changing academic environments on faculty well-being have attracted considerable research attention. However, few studies have examined the multifaceted relationships between the academic work environment and the multiple dimensions of faculty well-being using a comprehensive theoretical framework. To address this gap, this study…