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Douglas O. Staiger; Thomas J. Kane; Brian D. Johnson – National Bureau of Economic Research, 2025
Non-experimental value-added models have been shown to yield forecast-unbiased estimates of teacher and school effects. To investigate, we propose a dynamic state-space model of knowledge accumulation, in which test scores are imperfect measures of knowledge, and students receive temporary and persistent shocks to their stock of knowledge each…
Descriptors: Value Added Models, Teacher Effectiveness, Scores, Error of Measurement
Theodore Kaniuka; Brad Mills; Ashley Johnson; Emily Haire – Journal of Research in Education, 2025
Measuring teacher effectiveness has been debated and studied for numerous years. While some progress has been made, consensus has yet to be reached regarding what it means to be an effective teacher and how to measure effectiveness. This study uses administrative data from North Carolina to assess the relationship between school principal…
Descriptors: Teacher Evaluation, Academic Achievement, Teacher Effectiveness, Value Added Models
Christa Deneault; Evan Riehl – National Bureau of Economic Research, 2025
We provide a comprehensive analysis of a Texas policy that relaxed teacher licensing requirements and created a large for-profit training industry. Using detailed administrative data, we show that for-profit-trained teachers have higher turnover and lower value-added than standard-trained teachers. But the policy significantly increased the supply…
Descriptors: Teacher Certification, State Policy, For Profit Colleges, Teacher Education Programs
W. Jesse Wood; Ijun Lai; Neil R. Filosa; Scott A. Imberman; Nathan D. Jones; Katharine O. Strunk – Educational Evaluation and Policy Analysis, 2025
The success of students with disabilities (SWDs) depends on access to high-quality general education teachers. Yet, teacher value-added measures (VAMs) generally fail to distinguish between effectiveness in educating students with or without disabilities. Using data from the Los Angeles Unified School District, we create two VAMs: one focusing on…
Descriptors: Teacher Effectiveness, Students with Disabilities, Success, Educational Quality
Seth Walker; Scott Imberman; Katharine Strunk – Grantee Submission, 2025
This paper investigates the differential effectiveness of teachers across student populations, with a focus on gifted and talented (GT) students. Using data from Los Angeles, we estimate teacher effectiveness (proxied by value-added measures (VAMs) of teachers' contributions to student achievement growth) for GT students and examine how they are…
Descriptors: Teacher Effectiveness, Academically Gifted, Value Added Models, Academic Achievement
Roy McKenzie; Elaine Allensworth – American Educational Research Journal, 2025
We identify systematic differences in ninth-grade teachers' effects on students' course grades in their class (ninth-grade grade value-add), their persistent effects on students' grades in the same subject of the next grade (tenth-grade grade value-add, representing effectiveness at academic preparation), and mismatch between the grades they give…
Descriptors: Grading, Grades (Scholastic), Value Added Models, High School Teachers
Louisiana Department of Education, 2025
The Educator Workforce Snapshot provides an overview of workforce data for the 640 traditional public schools and public charter schools in Louisiana's Southeast Region from the 2023-2024 school year based on End-of-Year (EOY) data. The purpose of this snapshot is to communicate annual workforce data and trends to stakeholders, and to support…
Descriptors: Public Schools, Charter Schools, Teachers, Administrator Characteristics
Louisiana Department of Education, 2025
The Educator Workforce Snapshot provides an overview of workforce data for the 293 traditional public schools and public charter schools in Louisiana's Southwest Region from the 2023-2024 school year based on End-of-Year (EOY) data. The purpose of this snapshot is to communicate annual workforce data and trends to stakeholders, and to support…
Descriptors: Public Schools, Charter Schools, Teachers, Administrator Characteristics

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