A team wants to run a test on a lead generation form. The test will analyze if reducing the number of form fields from 10 to 6 increases Product A newsletter signups. The KPI is newsletter sign-up form submits. While any lift is considered a win. if the team realizes a 10% or greater lift, they will immediately roll out these changes across all of their newsletter sign-up forms without additional testing.
Their current hypothesis is as follows: If we make it easier for our visitors to complete our Product A newsletter sign-ups by decreasing the number of form fields by 4. we will increase newsletter sign-ups by 10%.
How could this hypothesis be improved?
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