We can therefore assess whether, and if so how, one particular brand enjoys higher responsiveness,
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stickiness and sales conversion of attitude metrics as a result of its marketing efforts. Using our approach, we demonstrate superior results, both in terms of forecast accuracy, and business performance evolution, from using a combined transaction and mindset approach, as compared to using only attitudinal (mindset) or marketing mix (transaction) models