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…

Classroom teaching is a demanding and arduous profession, requiring teachers to have a suitable personality to succeed and persevere. However, academic institutions usually determine acceptance based solely on cognitive test scores, despite research indicating the added value of personality measures. This study presents the MESILA personality…

Most states responded to the onset of the pandemic by temporarily granting teachers Emergency licenses. These licenses allowed teachers to work in classrooms without passing the typical licensure exams. Since then, several states have extended their use of Emergency licenses, raising questions about how these policies impact the composition of the…

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…

This research investigates whether teachers' unions influence student academic achievement in Southern states that prohibit collective bargaining. Our data are from the School and Staffing Survey and the Stanford Education Data Archive. We measure the strength of teachers' unions by union membership rate and meet-and-confer status of a district…

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…

This study examined the management of teacher attrition rate for quality education delivery in public senior secondary schools in Rivers State, Nigeria. Three research questions and two hypotheses were formulated to guide the study. Analytical survey design was adopted. Population of the study consisted of two hundred and forty-seven (247) public…

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…

We examine how teachers from two alternative preparation programs--Teach for America (TFA) and Kansas City Teacher Residency (KCTR)--contribute to the teacher labor market in and around Kansas City, Missouri. TFA and KCTR teachers are more likely than other teachers to work in charter schools and, more broadly, in schools with more low-income,…

Using data on charter and public school districts in Texas, we test the hypothesis that the labor practices in charter schools, in particular their ability to easily dismiss poorly performing teachers, diminishes the negative effect of teacher turnover on student achievement and graduation rates in comparison to public schools. We find some…

The success of an educational institution is heavily based on instructors' occupational satisfaction and their happiness at their workplace. Therefore, determining the case of the instructors' wellbeing in order to improve working standards is really important to sustain high quality in education. In this sense, this study set out to identify…

Believe and Prepare is a teacher preparation reform implemented by the Louisiana Department of Education in collaboration with school systems and teacher preparation programs across the state. It was piloted in the 2014/15 school year and became mandatory in July 2018 for incoming teacher candidates in all 18 institutions of higher education that…

The full study to these appendixes used administrative records on undergraduate teacher candidates provided by the Louisiana Department of Education to compare the outcomes between similar teachers who completed programs that had implemented Believe and Prepare and teachers who completed programs that had not implemented it. This document presents…