systemlevel data that are not derived from the pisa student or school questionnaire are extracted from the oecds annual publication education at a glance for those countries and economies that participate in that periodic data collection for other countries and economies a special systemlevel data collection was conducted in collaboration with pisa governing board members and national project managers