Teacher evaluation has been closely tied to professional development. In special education, professional development experiences are meant to promote special educator learning and implementation of high leverage practices. Yet, the connection between teacher evaluation outcomes and professional development decisions of special educators is largely…

Value-added metrics or models (VAMs) are an important component of the teacher evaluation process that evaluators use to determine the value teachers add to their students' academic achievement. VAMs are used to arrive at a score that is derived from the number of the teachers' students who pass and/or fail a standardized assessment. While prior…

Background or Context: Federal and state reforms have expanded accountability systems for school districts, schools, and teachers. However, there is little evidence that the implementation of new teacher evaluation systems relying on measures of student learning and measures of teaching practice, with differentiated performance categories and…

In-class group work activities are found to promote the interpersonal skills of learners. To support the teachers in facilitating such activities, we designed a learning analytics-enhanced technology framework, Group Learning Orchestration Based on Evidence (GLOBE) using data-driven approaches. In this study, we implemented the algorithmic group…

There is a longstanding debate over how to evaluate teachers. Various models of teacher evaluation tools including observations, teaching artifacts, or frequent walkthroughs, provide evidence of daily classroom performance. Although there are questions on the most efficient means by which to complete evaluations, most agree evaluative tools must…

While researchers have shown great interest in understanding teacher evaluation, little is known about how teachers' actions and interactions surrounding evaluation affect the dual goals of evaluation--accountability and development. Using data collected during a yearlong ethnographic study at three schools (combined with follow-up interviews four…

This study introduces the signal weighted teacher value-added model (SW VAM), a value-added model that weights student-level observations based on each student's capacity to signal their assigned teacher's quality. Specifically, the model leverages the repeated appearance of a given student to estimate student reliability and sensitivity…

Teacher perceptions after 5 years of implementing evaluation protocols that were initiated under Race to the Top revealed attitudes about the evaluation instrument used and the nature of their relationship with the evaluator. This study surveyed middle and high school teachers in nine Eastern Tennessee school districts. Data indicated unintended…

An increasing number of parents are opting-out their children from high-stakes. Accountability systems in education have used students' test scores to measure student learning, teacher effectiveness, and school district performance. Students who are opted-out of high-stakes tests are not being evaluated by the state tests, making their level of…

The utility of teacher evaluation depends on meaningful teacher engagement with evaluation processes. However, critics of traditional tenure policies suggest that tenure nullifies teacher engagement with practices to improve performance. This study investigates whether tenured teachers exhibit perceptions that reflect disengagement with evaluation…

This dissertation investigates teacher evaluation as a practice rather than a measurement instrument. It focuses on how teachers make sense of what constitutes "quality teaching" during teacher evaluation activities, and how locally developed organizational routines work to define "quality." Although teacher evaluation advocacy…

Student engagement in learning is critical to the development of lifelong learners. Many research studies have found that student engagement is congruent with teacher student interaction, school culture, and student achievement. However, in the research literature, little has been documented about the role of the school leader in ensuring teachers…

The federal Race to the Top initiative signified a shift in American education policy whereby accountability efforts moved from the school to the teacher level. Using administrative data from Tennessee, we explore whether evaluation reforms differentially influenced mobility patterns for teachers of varying effectiveness. We find that the rollout…

In 2012, New York education officials and the state's teachers union announced one of the nation's most aggressive programs for teacher and principal evaluation--the Annual Professional Performance Review system (APPR)--which required that 40% of an educator's evaluation be based on student growth, using a combination of the state assessment and…

Recent research on multiple measures of teaching effectiveness has redefined the role of in-classroom observations in teacher evaluation systems. In particular, most states now mandate that teachers are observed on multiple occasions during the school year, and it is increasingly common that multiple raters are utilized across the different rating…