We use teacher candidate test scores on the Massachusetts Tests for Educator Licensure (MTEL), linked to student and teacher outcomes in the state, to investigate the predictive validity of these teacher licensure tests. We find that MTEL scores are positive and statistically significant predictors of teachers' in-service performance ratings and…

Feature engineering, the construction of contextual and relevant features from system log data, is a crucial component of developing robust and interpretable models in educational data mining contexts. The practice of feature engineering depends on domain experts and system developers working in tandem in order to creatively identify actions and…

This study proposes a strategic model that schools can adapt their goals and pace of innovation to meet different needs and challenges in their school settings. Based on literature review, field visits, one-on-one and focus group interviews with primary and secondary school teachers and principals, and expert consultations, the model consists of…

This paper explores school development processes in four schools in challenging circumstances. These schools were selected from a sample of schools in a longitudinal mixed-method study over a five-year period of around 100 schools using a typology of different models of change over time. The paper presents first selected findings from the overall…

Budgets do not only pay the costs of activities. They also reveal the ambitions and limitations of an organization. The opportunities presented in a budget are also bounded by the structural elements used by that institution: how costs and revenues are organized, how overhead is calculated and apportioned, and how assets and investments are…

This thesis is an article-based (3-paper format) dissertation. In the first article, the research team adapted an input-process-outcome (IPO) model of group-level processes in the classroom, as a theoretical framework, to examine students' experiences regarding pre-college engineering curricula, classroom environments, and their experiences with…

There has been recent interest in how the body can be used as a resource for learning challenging concepts in science and mathematics. This dissertation contributes to this conversation in the literature by focusing on a learning environment that engages students in using their bodies as a resource for learning a particularly challenging science…

In this paper, we focus on the design of assessments of mathematics teachers' knowledge by emphasizing the importance of identifying the purpose for the assessment, defining the specific construct to be measured, and considering the affordances of particular psychometric models on the development of assessments as well as how they are able to…

Predicting learning and human behavior in general is a challenging endeavor. Machine learning driven predictive modeling have been an increasingly popular means to understand disparities in student performance. With more than a handful of approaches to predictive modeling, the current literature of predicting learning is plagued with issues such…

When speech and language services are provided via telepractice, the online and remote Speech-Language Pathologist (eSLP) may collaborate with an additional in-person facilitator or "eHelper" who is present with the student. Although the eHelper and eSLP may work collaboratively online, they may never meet in-person. The social…

The present study was motivated by the theory-method mismatch between heterotypic continuity (aspects of development that manifest differently across the lifespan thus cannot be measured the same way over time) and longitudinal measurement equivalence (the statistical assumption that the developmental phenomenon studied is measured on the same…

Effectively mastering organic chemistry means having the ability to recognize structural patterns, identify properties or behaviors as a result of patterns, manipulate and transform representations, and predict future outcomes. Often students rely on rote memorization of seemingly disconnected information instead of developing a sound…

This is a mixed methods study that explored instructional reading strategies that were used by kindergarten, first-, and second-grade teachers who met and/or exceeded expected growth in EVAAS from 2017-2019. Research by John Hattie, Douglas Fisher, Nancy Frey, and Robert Marzano are included in the literature review of this study. Data were…

The importance of collaboration in maternity care in the U.S. is apparent with deficits in both care disparities and quality, despite disproportionate expenditures to improve care. Utilization of experienced, well-trained clinicians, such as obstetric and midwife hospitalists, offers a strategy to improve outcomes, reduce cost, and enhance patient…

The institutional logics perspective is a metatheoretical framework utilized to examine the interrelationships between institutions, individuals, and organizations in a social system (Thornton et al., 2012). A developing thought in the institutional logics perspective is the concept of the interinstitutional system, which is a framework for…