This paper explores using data mining in English teaching assessment in higher education within the 'Internet + Education' era. Traditional assessment methods struggle to meet modern teaching needs. By collecting diverse data like student performance and learning behavior, and employing data mining, a comprehensive assessment model is built. This…

Considering the shortcomings of large evaluation errors, long time, human, and material resources in the evaluation process of the current college teaching mode to improve the accuracy of the evaluation of college teaching mode and reduce the cost of the evaluation, this study proposes an evaluation method for college teaching methods based on…

School systems are increasingly incorporating student perceptions of teaching effectiveness into educator accountability systems. Using Tripod's 7Cs™ Framework of Teaching Effectiveness, this study examines key issues in validating student perception data for use in this manner. Analyses examine the internal structure of 7Cs scores and the extent…

This exploratory multi-case study investigates the types of teacher performance data principals consider and collect when evaluating teachers. Data come from public school principals (N = 10) in the U.S. state of Michigan and includes: interviews (n = 30), observations (n = 20), and artifacts collected in 2016 and 2017. Additionally, specific…

Delivering high-quality instruction grounded in evidence-based practices is one of the most important responsibilities of special education teachers. However, simply implementing effective evidence-based practices is not enough to ensure positive results; the practices must be implemented with fidelity (Cook & Odom, 2013). Although there are…

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…

The music education profession is faced with two serious problems regarding the (mis)use of data in music teacher evaluation. The first has to do with the quality and kinds of data that music teachers have been forced to use; the second is concerned with how these data are being used in the music teacher evaluation process. The evidence I will use…

Analysis of student-level data to inform policy and promote student success is a core function of executive higher education agencies. Postsecondary data systems have expanded their collection of data elements for use by policymakers, institutional staff, and the general public. State coordinating and governing boards use these data systems for…

The Intensive Partnerships for Effective Teaching initiative, which was funded by the Bill & Melinda Gates Foundation, was a multiyear effort to improve student outcomes--particularly high school graduation and college attendance among low-income minority students--by increasing student access to effective teaching. The RAND Corporation worked…

Assessment is a cyclical process within which educators construct outcomes, implement programs, assess constructs such as learning, evaluate results, and utilize results to craft stronger programs and services. Within educational and faculty development, assessment measures program impact on faculty, students, and/or institutional culture.…

This publication examines how some States and local educational agencies (LEAs) are implementing teacher evaluations that incorporate measures of student achievement. The information in this publication was collected in response to a technical assistance request to the Reform Support Network from Maryland. Education leaders charged with designing…

The National Council on Teacher Quality (NCTQ) has long advocated that any meaningful understanding of "effective" teaching must be rooted in results for kids. Whatever else they accomplish in the classroom, effective teachers improve student achievement. It seems like common sense. Yet, until recently, it has been an exceptional way of…

States are increasingly focused on understanding and improving teacher effectiveness. There are several funding opportunities that incentivize states to use data to inform measurements of teacher effectiveness. Local, state, and federal efforts support using data to improve teacher preparation programs. Preparation programs seek "access to data…

This paper aims to inspire stakeholders working with quality of higher education (such as members of study boards, study programme directors, curriculum developers and teachers) to critically consider their evaluation methods in relation to a focus on student learning. We argue that many of the existing methods of evaluation in higher education…

New Teacher Evaluation and Support Systems were fully implemented in every public school during the 2012-13 school year. Rhode Island educators have had a significant voice in revising the Student Learning Objective (SLO) process for the 2013-14 school year. Through surveys, focus groups, working groups, principal shadows, regional meetings, and…