Software engineers are tasked with writing functionally correct code of high quality. Maintainability is a crucial code quality attribute that determines the ease of analyzing, modifying, reusing, and testing a software component. This quality attribute significantly affects the software's lifetime cost, contributing to developer productivity and…

Teacher shortages and attrition are problems of international concern. One of the most frequent reasons for teachers leaving the profession is a lack of job satisfaction. Accordingly, in this study we have adopted a causal inference machine learning approach to identify practical interventions for improving overall levels of job satisfaction. We…

Addressing teacher shortages has been a persistent concern among leaders in schools, districts, state education agencies, and the federal government. This report describes an approach to identifying patterns of teacher shortages that was collaboratively developed by the Missouri Department of Elementary and Secondary Education and the Regional…

Southwest Guizhou Autonomous Prefecture has been at the forefront of developing digital education for China's ethnic minorities. The prefecture uses the Jinzhou Educational Cloud Platform, which is based on improved digital infrastructure, to improve teachers' digital instruction competencies, raise school precision management levels, and promote…

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 of its students. In an effort 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 teachers' effectiveness in the…

The Houston Independent School District (HISD) launched the Effective Teachers Initiative (ETI) in 2010 with the goal of increasing teacher effectiveness to improve student achievement. As part of this initiative, HISD implemented the Teacher Appraisal and Development System (TADS) in the 2011-2012 school year to provide teachers, principals, and…

The Houston Independent School District (HISD) launched the Effective Teachers Initiative in 2010 in order to provide every student in HISD with excellent instruction. As part of this initiative, HISD implemented the Teacher Appraisal and Development System (TADS) in 2011 to provide teachers, principals, and district officials the information they…