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Thursday, February 14, 2013

New Support for Marketing Analytics

strategy+business magazine:


Skeptics abound, but the high-tech approach to consumer data seems to pay off.

Title: Performance Implications of Deploying Marketing Analytics (Subscription or fee required)
Pennsylvania State University
Pennsylvania State University (Photo credit: Wikipedia)
Authors: Frank Germann (University of Notre Dame), Gary L. Lilien, and Arvind Rangaswamy (both Pennsylvania State University)
Publisher: International Journal of Research in Marketing
Date Published: November 2012 (online), forthcoming in print
Consumer surveys and myriad other forms of research have long been the grist for marketing decisions at large companies. But many firms have been reluctant to embrace the high-tech approach to data gathering and number crunching that falls under the rubric of marketing analytics, which uses advanced techniques to transform the tracking of promotional efforts, customer preferences, and industry developments into sophisticated branding and advertising campaigns.
Tom Peters
Tom Peters (Photo credit: vacekrae)
Fueled in part by Tom Peters and Robert Waterman’s seminal 1982 book In Search of Excellence, which coined the phrase “paralysis through analysis,” skepticism about the approach remains widespread. ... This new study, involving Fortune 1000 companies, offers yet more ammunition for supporters of marketing analytics.
The more a company uses these techniques, the more it will reap positive and sustainable performance achievements, the study’s authors say. Firms facing intense competition or operating in industries with rapidly changing customer preferences have the most to gain. And the gains can be substantial—a modest increase in the use of marketing analytics by one set of companies translated to an average increase in return on assets (ROA) of 21 percent, or US$180 million a year.
Proponents of marketing analytics say that the approach not only adds to the power of advertising campaigns and other sales efforts, but can also point the way to new products and improve decision-making processes. Marketing analytics achieves all this, ... by increasing the ability of a firm to track the outcome and impact of marketing variables and thus to explore a wider array of options.
Critics, however, say the mountains of data actually get in the way of decision making. ... A 2009 survey of 587 C-level executives at large international firms revealed that only 10 percent of their companies used marketing analytics on a regular basis, the authors of this study noted.
Image representing IBM as depicted in CrunchBase
Image via CrunchBase
In their own study, the authors surveyed 212 senior executives at randomly selected Fortune 1000 firms. ... The companies included Amazon, Apple, Boeing, Charles Schwab, Ford, General Mills, Harley-Davidson, Hershey, Hewlett-Packard, IBM, Johnson & Johnson, JPMorgan Chase, Kraft Foods, Oracle, Pfizer, Starbucks, and UPS. Using several databases, the authors also computed the return on assets of many of the companies in the sample during the two years leading up to the survey.
Image representing UPS  as depicted in CrunchBase
Image via CrunchBase
On the basis of the survey answers, the companies were listed on a scale that showed how much they used analytics and how much importance they placed on the approach. A shift in the rankings from the 50th percentile to the 65th (a relatively small movement) meant an average increase in ROA of 21 percent for firms in highly competitive industries or those facing fluctuating customer preferences. For the other firms in the study, that same shift on the scale resulted in an average gain of 8 percent in ROA.
Crucially, the ability of employees to process large amounts of data ... directly influenced the degree to which the firms used the analytical techniques, the authors found. It was particularly important for top management to nurture a culture supportive of data-driven marketing efforts, their analysis showed. ...
Image representing Hewlett-Packard as depicted...
Image via CrunchBase
From previous studies, the authors cited two companies that had benefited from analytics. One was the German mail-order company Rhenania, whose president credited the approach with saving the firm, increasing its customer base by more than 55 percent, and quadrupling its profitability in the first few years after the system was implemented.
marriott
marriott (Photo credit: MATAVI@)
The second example was the Marriott Corporation, which found itself in the 1980s without enough downtown locations to build new hotels in numbers sufficient to maintain growth. Using an analytics approach—and factoring in the changing location needs of both leisure and business travelers—the company developed the Courtyard by Marriott spin-off, which became a multibillion-dollar chain in its own right.
Although doubts about marketing analytics persist in many industries, the authors urge skeptical managers to give the approach another look. For one thing, ... companies that embrace it would reap significant competitive advantage, they say. ...
“Our study provides a strong rebuttal to executives who believe that information gathering and analysis result in excessive delays and ‘analysis paralysis,’” said one of the authors, Gary L. Lilien, in a press release. “On the contrary: When analytics is deployed with strong support from key executives, organizations thrive in competitive industries and react well to today’s customers, who frequently change their product preferences.”
Bottom Line:
A company’s performance increases the more it uses marketing analytics to align its advertising and other sales campaigns with consumer and industry trends. Firms that promote a culture conducive to data-driven marketing methods can see significant improvement to their bottom line, especially if they operate in highly competitive industries.


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