A study found that consumers reaching supermarket checkout lines within 40 minutes after the airing of an advertisement for a given product over the store's audio system were significantly more likely to purchase the product advertised than were consumers who checked out prior to the airing.
Conclusion (apparently = opinion)
These ads are effective.
Evidence
In a study, consumers reaching checkout lines within 40 mins after the airing of an ad for a given product were significantly more likely to purchase the product than were consumers who checked out prior to the airing.
Evaluate
We have a study; we have an Asymmetric Comparison (people who checked out in the 40 mins after the ad were more likely to buy the advertised product than were people who checked out prior to the ad). And the author's conclusion is definitely assuming a causal explanation for that curious comparison.
So we can use our Explain Curious Fact framework.
Curious Fact ... why were people who checked out after the ad more likely to buy the product advertised than were people who checked out before the ad?
Author's Explanation ... people who checked out after the ad heard the ad at the store and the ad convinced them to buy that product.
Goal
We can strengthen this by 1. ruling out an Alternate Explanation or by 2. increasing the Plausibility of the author's explanation
Strengthen questions most commonly increase plausibility, using some answer with a "No Cause, No Effect" form. In this case that would mean something like, . This would show that .