As pointed out by Doug Brooks of MMA, to do it effectively and accurately it has to be approached holistically. The collection of marketing and media variables with the correct metrics is important but gathering data to represent all of the other drivers and drags of the business is equally important. Knowing what data needs to be collected and at what level of granularity prior to the campaign is key.

Read More: Are You Measuring The Right Marketing Data?