The need for a comprehensive education data governance -- the regulation of who collects what data, how it is used and why -- continues to grow. Technologically, data can be collected by third parties, rendering schools unable to control their use. Legal frameworks partially achieve data governance as businesses continue to exploit existing…

This qualitative case study examines how board members make sense of federal accountability policies and how their sensemaking shapes their use of assessment data as a policy instrument. Deviating from previous work on practitioner sensemaking, the participants' interpretations of assessments did not align with their ensuing use of the data.…

Data use is considered a key lever in school improvement processes, but the punitive pressure of high-stakes accountability can influence whether or not data use is enacted in ways which facilitate improvement. School leaders must learn to respond to high-stakes accountability in ways which lead teachers to feel safe, efficacious, and agentic with…

This research method case describes the use of bibliometric analysis for the purpose of evaluating a large, federal research program that supported basic research in Science, Technology, Engineering, and Mathematics education. Program evaluation is critical for providing rigorous evidence about program effectiveness and demonstrating that public…

In 1989, New Zealand started to follow an international trend of reforming education policy according to the neoliberal principles of competition, choice and self-managing schools. Since then, the increasing availability of digital data in schools has corresponded with the development of student achievement measurement tools and benchmarking of…

Educational leaders not only face moral and ethical decisions regarding their classrooms, schools, districts, and education institutions, but they also must consider the complexities and threats that impact their communities. In this unstable era of war, terrorism, natural disasters, accountability, and high stakes testing, this process is…