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Crowley and Zajas have analyzed how to determine the benefits of strong brand names in the software sector. Quantitative marketing research by sampling large customer bases using adaptive conjoint techniques and qualitative marketing research by focus groups and observing customers in stores are examples of techniques they recommend.
The brand development index or BDI quantifies how well a brand performs in a market, compared with its average performance among all markets. [1] That is, it measures the relative sales strength of a brand within a specific market (e.g., the Pepsi brand among 10–50-year-olds).
An example of measuring brand engagement is the service-profit chain, a statistical model that tracks increases in employee “engagement drivers” to correlated increases in customer satisfaction and loyalty, and then correlates this to increases in total shareholder return (TSR), revenue and other financial performance measures.
For example, variables such as brand image, brand personality, brand attitude, brand preference are nodes within a network that describes the sources of brand-self congruity. In another example, the variables brand recognition and brand recall form a linked network that describes the consumer's brand awareness or brand knowledge. [43]
Marketing mix modeling (MMM) is an analytical approach that uses historic information to quantify impact of marketing activities on sales. Example information that can be used are syndicated point-of-sale data (aggregated collection of product retail sales activity across a chosen set of parameters, like category of product or geographic market) and companies’ internal data.
For example, ROMI could be used to determine the incremental value of marketing as it pertains to increased brand awareness, consideration or purchase intent. In this way both the longer-term value of marketing activities (incremental brand awareness, etc.) and the shorter-term revenue and profit can be determined.
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As a result of 'economies of scale' (a basic assumption of the BCG Matrix), it is assumed that these earnings will grow faster the higher the share. The exact measure is the brand's share relative to its largest competitor. Thus, if the brand had a share of 20 percent, and the largest competitor had the same, the ratio would be 1:1.