As awareness of bias in educational machine learning applications increases, accountability for technologies and their impact on educational equality is becoming an increasingly important constituent of ethical conduct and accountability in education. This article critically examines the relationship between so-called algorithmic fairness and…

This paper offers a critical review of a report published in March by the Citizens Research Council of Michigan titled "Improving Oversight of Michigan Charter Schools and Their Authorizers." The report argues that charter schools and charter school authorizers need more oversight. Making the case for this position might include…

Contemporary teacher evaluation systems are built upon multiple measures including, primarily, teacher-level value-added and observational estimates. While researchers have conducted examinations of these systems and indicators, researchers have not investigated how using these systems might distort the validity of the inferences being drawn,…

State and federal accountability policies are predicated on the ability to estimate valid and reliable measures of school impacts on student learning. The typical spring-to-spring testing window potentially conflates the amount of learning that occurs during the school year with learning that occurs during the summer. We use a unique dataset to…

This paper identifies a nascent trend in several countries regarding increased collection, public availability and use of destination data for graduates of secondary education, with policy ambitions to support pupil-level decision-making and drive provider-level accountability. This trend mirrors the previous development of such data for higher…

The Academic Performance Index (API) is the centerpiece of California's state assessment and accountability system. With the recent passage of SB1458 and the pending reauthorization of both state and federal accountability legislation, there is now an unprecedented opportunity to improve the API for next generation accountability in California. In…

The paper questions whether followership is a valid goal of education and analyzes a goal statement publication of the New York State Department of Education. Although not actually defined in "Goals for Elementary Secondary and Continuing Education in New York State", followership is interpreted as obedience of students (followers) to…