The responses were combined to create an index of shortage of educational material. The average on the index is zero and the standard deviation is one across OECD countries. Positive values reflect principals' perceptions that the shortage of educational material hinders the capacity to provide instruction to a greater extent than the OECD average, negative values indicate that school principals believe the shortage hinders the capacity to provide instruction to a lesser extent.