We analyze how alternative consumer data handling regimes affect the welfare of consumers, advertising firms, and an … intermediary Ad exchange in the context of targeted advertising. We find that the collection and use of consumer data for targeting … share with advertising firms only a subset of consumer data, maximizing its profits at their cost. In situations where the …