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Light Up My Life (LUML) Lighting is a manufacturer of low-energy lightbulbs for consumers. They are considering two new advertisements. The ad agency created a

Light Up My Life (LUML) Lighting is a manufacturer of low-energy lightbulbs for consumers. They are considering two new advertisements. The ad agency created a before/after test for the ads with two groups of 1000 people each. Each group would be exposed to the current ad for a month, and then in the 2nd and 3rd months, the test group would see the new ads, while the control group would continue to see the original ad. This test design would compensate for any differences in the two randomly selected groups. Results from the experiment are as follows:

Test Group Control Group
(units sold) (units sold)
July (Original Ad) 5370 6000
August (New Ad 1) 6510 6400
September (New Ad 2) 5700 5000

What is the underlying difference in demand between the test group and the control group?

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