Categories
LevelUP Your Research
November 12, 2021
Bringing attitudinal and behavioral perspectives together for predictive power.
Brands exist in the minds of consumers, but the manifestation of loyalty comes via purchase behavior, especially repeat buying and a high share of purchases. When I was at the NPD Group as Chief Research Officer, I created a brand equity measurement system in the mid-90s called BrandBuilder that brought those attitudinal and behavioral perspectives together. What we discovered was that attitudes and behaviors were usually consistent from respondent to respondent – but not always. For example, when we defined “high loyals” as those who buy a given brand more than 50% of the time, only about 70% of those consumers had attribute ratings of that brand versus others that supported their level of behavioral loyalty. This led us to wonder if big brands are always strong (as Ehrenberg claimed), or if a big brand could be weaker in the mind, and if this portended a likely decline in market share.
One year later at NPD, we re-contacted thousands of respondents who participated in BrandBuilder studies in one of five categories to identify their preferences and purchases, and to understand the relationship of “real loyals” (attitudes support their loyal behavior) and “vulnerables” (attitudes did not support their high loyalty) to future share. For two-thirds of brands, this way of analyzing brand strength was, in fact, predictive of future share.
Furthermore, most consumers are “low loyal” (less than 10% share of wallet) for a given brand. However, some of the low loyals present as “prospects”. That is, they have positive feelings about the brand that suggests they should be buying it much more than they are. In fact, the conversion rate of prospects over the course of a year was about five times higher than those with low loyalty and no favorable attitudes. This prospect model can be built from brand tracking or brand equity dipstick, and what is particularly exciting is that in a world of addressable marketing, this can be acted on via precision targeting. So, this study from 1996 is even more relevant today!
The paper is available here for free download and has been cited in over 1,100 peer-reviewed papers. At this time, I continue to get 50 or more views of this paper a week from all over the world (which is incredibly gratifying).
With that in mind, researchers are wise to take into account the following three key points:
Header image: Engin Akyurt, Unsplash
Comments
Comments are moderated to ensure respect towards the author and to prevent spam or self-promotion. Your comment may be edited, rejected, or approved based on these criteria. By commenting, you accept these terms and take responsibility for your contributions.
Disclaimer
The views, opinions, data, and methodologies expressed above are those of the contributor(s) and do not necessarily reflect or represent the official policies, positions, or beliefs of Greenbook.
More from Joel Rubinson
Discover how to navigate consumer choices effectively. Learn to leverage behavioral cues and refine ad targeting to enhance brand visibility and drive...
Explore the hierarchy of advertising effects, from impressions to sales. Discover how consumer attentiveness and relevance drive effective marketing s...
Explore the use of synthetic data to bridge the gap between sales and ad exposure data. Learn how it can enhance targeting and validate ad effectivene...
Discover the power of Moneyballing marketing and revolutionize your outcomes by leveraging math over judgment for superior results.
Sign Up for
Updates
Get content that matters, written by top insights industry experts, delivered right to your inbox.
67k+ subscribers