A key limitation of this research is that the measurement of brand-attribute association did not include an individual ‘strength’ indicator. In this research an attribute was either associated with the brand or not. This technique was used because of its popularity in commercial market research and use to identify brand positions, via perceptual mapping techniques. [...]