items regarding their demands of reading ability. These methods rely on data of students'
performance on test items regarding mathematics and reading and include the use of
regression analysis, principal component analysis, and different uses of correlation
coefficients. Our investigation of these methods focuses on aspects of validity and reliability,
using data from PISA 2003 and 2006. The results show that the method using principal …