Pay-for-performance (P4P) pricing schemes such as pay-per-click and pay-per-action have grown in popularity in Internet advertising. Meanwhile, the traditional pay-per-impression (PPI) scheme persists, and several advertising publishers have started to offer a hybrid mix of PPI and P4P schemes....

Using detailed social broadcasting data from an online charitable giving campaign on Twitter, we evaluate two competing models of economic incentives on online pro-social behavior. Specifically, we focus on the effectiveness of gratitude-embedded messages on online charitable giving behavior,...

The digitization of commerce has caused fundamental changes in consumer information search and use. With an increasing number of consumers using search engines as an integral component of their online purchase process, online sponsored search markets, such as those provided by Google and Yahoo!,...

Firms use different attribution strategies such as last-click attribution or first-click attribution to assign conversion credits to search keywords that appear in their consumers’ paths to purchase. These attributed credits impact a firm’s future bidding and budget allocations among...