Other factors that may introduce small upward biases of varying degrees into the inflation measures include difficulties in incorporating new goods into the indexes, changes in consumers’ shopping patterns that may favor discount retailers, and, at least in the case of the CPI, consumer willingness to substitute cheaper goods and services for similar products that have seen price increases.