Can dissimilarity indexes resolve the issue of when to chain price indexes?

► First empirical application of dissimilarity indexes to chaining decision. ► Use supermarket scanner data for price index construction. ► Results challenge the CPI Manual recommendation to use dissimilarity indexes. ► Inappropriate recommendations potentially lead to extreme biases.