Quality in policy impact evaluation (QPIE) is a supplement to the Magenta Book and provides a guide to the quality of impact evaluation designs. It has been developed to aid policy makers and analysts understand and make choices about the main impact evaluation designs by understanding their pros and cons and how well each design can allow for any measured change to be attributed to the policy intervention being investigated.