Systems of accountability are "second order" ways of using evidence of the standard to which "first order" tasks are carried out for a great variety of purposes. However, more accountability is not always better, and processes of holding to account can impose high costs without securing substantial benefits. At their worst,…

This study reports on a large-scale implementation of Assessment for Learning (AfL) in a Swedish municipality. The implementation was founded on two principles: (1) teaching should be informed by educational research; (2) to be successful teachers' professional development needs to be based in everyday classroom practice. From these principles,…

School inspections are expected to have an impact on data use and improvement of schools. Schools are expected to generate data (e.g., self-evaluation reports and student achievement results) as part of the inspection process. This process, in turn, also generates data (e.g., inspection reports) for school improvement. The high-stakes context in…