Dr. Gary Rhoads, Loyalty Expert and Co-Founder of Allegiance, offered the following “Five Easy Steps to Predictive Analytics: A Top Down Business Outcome Approach” during the online Engage eSummit. Read on to learn more about these five steps.

There are a number of well known and popular ways that companies try to measure their overall customer satisfaction and loyalty. Traditional, overall satisfaction questions are still widely in use and provide a good idea of overall customer sentiment. However, they’re typically only a stepping stone on the way to engagement. And this blog entry explores why.

Preparing your survey data for analysis can be a messy process. But it needn’t be. In this article, Allegiance unveils a tried-and-true, five-step process for cleaning up your survey data.