Problem:
The use of scanners in supermarkets has made store audit data cheaply available for all grocery products. Some people claim that this will completely replace the use of aggregate sales data for estimating price sensitivity. In what ways is scanner data preferable to aggregate sales data for estimating price sensitivity? In what ways is it less preferable? What are the major differences between aggregate and store audit data?