What are problems with using purchase data to understand product form and category competition?
-Brand switches occur across complements as well as substitutes
-The data collected are often at the household level
-Brand switch for variety may be mistaking inferred as switch due to substitutability
-Observed brand switching could be due to different household members preferences.