Artificial neural networks (NN) can help researchers estimate propensity scores for quasi-experimental estimation of treatment effects because they can automatically detect complex interactions involving many covariates. However, NN is difficult to implement due to the complexity of choosing an algorithm for various treatment levels and monitoring…

The onset of the pandemic in spring 2020 substantially disrupted routes into teaching and offered a unique opportunity to study this process with different requirements for initial entry into the classroom. We examine the impacts of the Temporary Certificate of Eligibility (Temporary CE), which allowed teacher candidates in New Jersey to enter the…

Low-performing school districts in the southern region of the United States struggle to retain qualified teachers, leading to the hiring of inexperienced educators, resulting in lower student test scores. The purpose of this qualitative action research study was to investigate ways low performing public school districts can retain qualified and…

School librarians occupy a unique position to offer supports for first-year teachers to build teachers' resilience, reduce their burnout, and ensure retention. Fifteen school librarians recruited twenty-six new teachers in their schools to form the treatment group. A comparison group of twenty-six new teachers were matched by initial scores on a…

Houston Independent School District (HISD) strives to provide an equitable education to all its students. To uphold the district's mission, the Teacher Appraisal and Development System (TADS) was designed with the goal of promoting effective teaching by providing systematic, rigorous feedback on teacher effectiveness in the classroom. Through the…

Houston Independent School District (HISD) strives to provide an equitable education to all its students. To uphold the district's mission, the Teacher Appraisal and Development System (TADS) was designed with the goal of promoting effective teaching by providing systematic, rigorous feedback on teacher effectiveness in the classroom. Through the…

Whether improved local economic conditions lead to better student outcomes is theoretically ambiguous and will depend on how schools use additional revenues and how students and teachers respond to rising private sector wages. The Texas boom in shale oil and gas drilling, with its large and localized effects on wages and the tax base, provides a…

Research has shown that new teachers have struggles in the classroom, leading to high attrition rates for this population. Factors such as job satisfaction, self-efficacy, and mentorship programs have all been found to impact teacher attrition. This study aims to examine the relationship between these variables along with another common issue…

It is important for new teachers in alternative certification programs to ensure all of their students receive quality education, particularly in mathematics education. Mathematics is a gatekeeper subject in which strong quantitative skills lead to increased opportunities. This article addressed support new alternative certification teachers need…

This report summarizes 2012-2013 AISD REACH peer observation scores, the stability of scores overtime, teachers' perceptions of peer observation, the relationship between peer observation and other measures of teaching, and the program cost.

A teacher shortage is a recognized problem in research on public schools. Schools across the United States must hire and retain highly qualified teachers, but the literature indicates teachers with fewer than 3 years of experience are often leaving teaching, creating a possible teacher shortage of 4.2 million teachers by the year of 2016.…

At the request of the Urban League of Miami, the National Council on Teacher Quality (NCTQ) analyzed the distribution of teachers in Miami-Dade County Public Schools. In this paper, the authors examine teacher-level data to determine whether indicators correlated with teacher quality vary across the district based on socioeconomic differences, and…

This report presents the results of the National Research Center for Career and Technical Education's (NRCCTE's) five-year collaboration with the Southern Regional Education Board (SREB) to develop an induction model for new career and technical education (CTE) teachers pursuing an alternative route to certification that increases their…

This report presents the executive summary of the report of the National Research Center for Career and Technical Education's (NRCCTE's) five-year collaboration with the Southern Regional Education Board (SREB) to develop an induction model for new career and technical education (CTE) teachers pursuing an alternative route to certification that…

This report presents the appendices to the report of the National Research Center for Career and Technical Education's (NRCCTE's) five-year collaboration with the Southern Regional Education Board (SREB) to develop an induction model for new career and technical education (CTE) teachers pursuing an alternative route to certification that increases…