A Comparison of Approaches to Advertising Measurement:Evidence from Big Field Experiments at Facebook∗

Consider the situation of Jim Brown, a hypothetical senior marketing executive. Jim was awaiting a presentation from his digital media team on the performance of their current online marketing campaigns for the company’s newest line of jewelry. The team examined offline purchase rates for the new line and tied each purchase to a consumer’s exposure to online ads. Figure 1 showed the key findings:

A Comparison of Approaches to Advertising Measurement:Evidence from Big Field Experiments at Facebook∗

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