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To apply it outside such settings, however, has until recently been a major undertaking. Any foray into the randomized testing of management ideas—that is, the random assignment of subjects to test and control groups—meant employing or engaging a PhD in statistics or perhaps a “design of experiments” expert . At eBay, there is an overarching process for making website changes, and randomized testing is a key component.  ALL BLOGS THINGS Measures of page views and bid counts suggest that the redesign was very successful. Tests are most reliable where many roughly equivalent settings can be observed. This might mean physical sites, as with Sears’s stores, or it might mean more ephemeral settings, such as alternative website versions. Among the earliest and most extensive users of testing are retail and restaurant chains. Because so much is held constant among their multitudinous sites, it is easy to designate which ones will serve as experiments and which will serve as controls an...

At the very least, managers should learn what constitutes a randomized test and when to employ it. Capital One, for example, offers a professional education program on testing and experiment design through its internal training function known as Capital One University. One benefit of hosting a program like this, rather than sending managers outside for training, is the greater emphasis on how the testing connects to upstream and downstream activities in the business. Use software to analyze results and manage complex data from multiple test and control sites. Beyond using the tactical-versus-strategic criterion, there are other ways to decide whether formal testing makes sense. For instance, it is useful only in situations where desired outcomes are defined and measurable. Smart Business Account It’s a simple tool used by businesses to go beyond the realm of fuzzy goal-setting into an actionable plan for results. With the smartBUSINESS mobile app, you can perform banking transact...

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