Student growth & accountability policies
A majority of states include student growth estimates in accountability measures. Research suggests that policies holding schools accountable for growth, rather than achievement alone, are likely to support efforts around college readiness and other important long-term student outcomes. Our research provides insight to help inform measurement of academic achievement and growth for students and schools.


The changing landscape of assessment and accommodation policies
Educational assessments must include accommodations in the pursuit of accessibility for all, but the development and drive for accommodations on assessments is everchanging. This paper looks to review the accommodations landscapeā discovering the past, highlighting our present progress, and uncovering new areas to explore.
By: Elizabeth Barker
Topics: Equity, Accessibility, Student growth & accountability policies


Achievement gaps are a metric of fundamental importance to U.S. practice and policy. Gap estimates are often used to measure the effectiveness and fairness of the education system at a given point in time, over the course of decades, and as children progress through school.
By: James Soland
Topics: Equity, School & test engagement, Student growth & accountability policies


In this article, we examined the prevalence of rapid guessing to determine if this behavior varied by grade, subject, and teacher, and evaluated if rapid guessing influenced teacher value-added estimates. We observed differences in rapid guessing across grades, subjects, and teachers; however, this behavior did not appear to have a substantive effect on teacher value-added estimates.
By: Andrew Rice
Topics: School & test engagement, Student growth & accountability policies


A general approach to measuring test-taking effort on computer-based tests
The current study outlines a general process for measuring item-level effort that can be applied to an expanded set of item types and test-taking behaviors (such as omitted or constructed responses). This process, which is illustrated with data from a large-scale assessment program, should improve our ability to detect non-effortful test taking and perform individual score validation.
By: Steven Wise, Lingyun Gao
Topics: Measurement & scaling, Innovations in reporting & assessment, Student growth & accountability policies


This article addresses the issue by estimating teacher value added, then applying extremely mild nonlinear transformations to the original scale and re-estimating the value added. Although by definition at most one of these scales can be equal-interval, all are treated as if interval-scaled when estimating value added.
By: James Soland
Topics: Measurement & scaling, Student growth & accountability policies


Students improve even amid evaluation controversy
Positive student achievement and growth results for students in New York suggest that improvements to the teacher evaluation process that emphasize the importance of strong evaluation procedures, the systematic collection of evidence of teacher performance, and the use of data to inform the process, have promise for improving educator effectiveness far more than a narrower punitive approach.


Of particular debate is the impact of transferring from a traditional public school to a charter school on student achievement and growth. We employ propensity score stratification and multilevel models to balance key covariates between treatment and control groups of a cross-state sample of students, which provides a more complex picture of charter school achievement effects in a quasi-experimental context.
By: Beth Tarasawa, Yun Xiang
Topics: Measurement & scaling, Student growth & accountability policies