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Design of Experiments (DOE): ExamplesThe Quality Toolbook > Design of Experiments (DOE) > Examples When to use it | How to understand it | Example | How to use it | Practical variations
ExampleThe marketing group in an airline wanted to increase the number of business class seats sold on its off-peak flights. Key factors were identified as advertising level and pricing strategy. They trialed two advertising campaigns and three pricing strategies in geographically separate but demographically similar areas. As there was a small number of possible trials, they performed a full factorial experiment, as illustrated. The results showed in the individual effects plots that the level of advertising campaign was significant and that pricing had a non-linear effect on seats sold. This was confirmed in the interaction effects plot, which showed that the first advertising level was ineffective whatever the pricing, and the second advertising level was most effective when coupled with the second pricing strategy.
Fig. 1. Example experiment
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