This article proposes a latent variable regression four-level hierarchical model (LVR-HM4) that uses a fully Bayesian approach. Using multisite multiple-cohort longitudinal data, for example, annual assessment scores over grades for students who are nested within cohorts within schools, the LVR-HM4 attempts to simultaneously model two types of…

Decades of research evidence have consistently suggested teachers are the most important in-school factor related to student learning and achievement. Being taught by an effective teacher has important consequences for students' academic outcomes as well as longer-term impacts on postsecondary success and lifetime earnings. Yet how to measure…

In the United States, federal funding under Title 1 is provided to schools to improve academic achievement for disadvantaged students. Many students attending schools eligible for Title 1 funding are from families in poverty and at risk for negative outcomes. Identifying instructional factors that mitigate this risk must be a priority for teachers…

What is "teaching to the test," and can one detect evidence of this practice in state test scores? This paper unpacks this concept and empirically investigates one variant of it by analyzing test item--level data from three states' mathematics and reading tests. We show that NCLB-era state tests predictably emphasized some state…

High-stakes tests are the most heavily weighted measures in accountability systems developed in response to No Child Left Behind. While some studies show high-stakes accountability being related to test score gains, others suggest these policies do not improve achievement and often result in unintended consequences. To understand mechanisms…

Previous comparisons of the gaps in educational achievement between various minority groups (non-White, non-English-speaking, low income) and their counterparts (White, English-speaking, middle income) have tended to disregard the immigrant status of the minority students. In this study, I investigated these gaps within and between immigrant…

Legislative amendments contained in the most recent reauthorization of IDEA and NCLB have mandated that all students, including those with special needs, be taught by an appropriately certified teacher. Specifically, both of these laws require that teachers of special education students in core academic classes must meet state special education…