Question

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The data contains a sample of 60 users, with their age category, the average number of pages viewed per week (AvPages/Week), and the number of pages viewed during the previous week (Pages/Week). A dummy variable Renewed takes value of 1 if the user does renew the subscription, and 0 if the user does not. These users have been offered the possibility of renewing their subscription, which is expiring in two weeks. Our goal is to understand why some renewed their subscription and others did not The logistic regression output is shown below Variables in the Equation B S.E Wald Exp(B df Sig Step 1 AvPages/Week 034 020 2.994 1 084 1.035 Pages/Week 052 026 4.008 1 045 1.054 Constant -1.901 755 6.341 012 .149 a. Variable(s) entered on step 1: AvPages/Week, Pages/Week How will increase in Pages/Week influence the probability that a user will renew the subscription, other things being constant? It will increase the probability that a user will renew the subscription by 5.2 %. It will decrease the probability that a user will renew the subscription by 5.2 % It will increase the probability that a user will renew the subscription It will decrease the probability that a user will renew the subscription

Answer 1

Correct option:

It will increase the probability that a user will renew the subscription by 5.2%

Explanation:

Slope corresponding to Pages/Week = 0.052.

Interpretation of Slope = 0.052:

As the value of Pages/Week increases by 1 unit, the probability that a user will renew the subscription 0.052= 5.2%