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Analyzing Customer Data: Measuring Outcomes and Not Just Outputs

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ClickZ
February 15, 2011
Experts
Analyzing Customer Data
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Measuring Outcomes and Not Just Outputs
Neil Mason  |  Contact Neil  |  Comment  |  Print version


I think the people who have the toughest job when it comes to evaluating the success or return on investment of their website are the vast numbers of people who are running non-transactional properties. If you're selling stuff online or have a clearly defined transactional environment, then it's relatively easy to work out whether things are working or not. You can count the number of transactions or you can use metrics like the conversion ratio to work out how effective the site is in turning opportunity into value. But what about all the cases, like information sites or support sites, where there aren't any clearly defined transactions? What happens then?

A useful approach to measuring the effectiveness of non-transactional websites is taken from models built to evaluate the success of government policies and other intangibles. It differentiates the measurement of performance between measuring "outputs" and measuring "outcomes."

Outputs

Outputs are activities that happen on the site. These are probably the closest things that you might get to "conversion points" in a non-transactional environment. They are the tangible pieces of activity which are believed to be valuable. If you take the example of a public information website whose purpose is to support a campaign to raise awareness of a certain type of disease and encourage people to get themselves screened or tested, then the measureable outputs of the website could be things like:

  • The actual number of visits to the website which reflects the awareness of the campaign
  • The number of pages viewed by website visitors, which could be a proxy for the amount of information being consumed
  • The downloading of certain PDFs which could be interpreted as getting information further into the home
  • The number of contacts made via a Contact Us page or using an e-mail link to signify the number of people who are interested in getting further information

Virtually all of these outputs could be measured using a properly configured Web analytics system, but what the Web analytics system can't tell you is what the result of the visit to the website ended up being and whether the website was successful in its objective of getting potentially vulnerable people to get themselves tested. This is why it's also important to measure outcomes.

Outcomes

The outcomes are what happen as a result of the visit to the website. Often, non-transactional websites are trying to influence subsequent attitudes and behaviors and these are difficult to measure at the best of times and are impossible to measure using on-site behavioral data such as Web analytics systems.

In my example of the public information website above, the desired outcome is that potentially vulnerable people read the relevant information on the website and then make an informed decision to put themselves forward for screening. The approach in measuring this could be two-fold:

  • Understand the impact of the visit to the website in terms of how it has changed attitudes
  • Understand the role and influence the website had in terms of subsequent behavior

The methodology in both approaches is likely to revolve around some kind of survey or other user feedback mechanisms. In the first instance, you could run an exit survey and ask a series of questions about whether the user thought that the information was useful and also what they were likely to do next as a result of their visit. One measure of success could be the proportion of people who said that they were more likely to go to see a doctor to discuss their condition. One problem, though, might be that some people would end up going to a doctor unnecessarily!

The second approach could be to try and understand what influence the website had in a person's decision to go for screening at the time they are actually being screened. This is possibly more subjective, but it also can take into account other influences that may have happened along the way and give some insight into the context in which those types of decisions are made. The true test would be to understand what number or proportion of people who went for screening would have done if had they not been able to access the relevant information over the Web.

At a time when many organizations are trying to shift information provision or customer contact from other channels onto the Web, it's important to differentiate between measuring just activity levels and real outcomes. Measuring outcomes is hard to do and often the outcomes will manifest themselves in places other than the website, such as in the call center. It therefore requires a more holistic approach to measurement than what comes out the end of a Web analytics system.

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