So I am struggling with X2stat and associating that with P-value. I Understand the hypothesis stuff more. If you could walk this through step by step that would be awesome. I do know that it will go into a contingency table for impulse purchases or something like that I just feel lost. so If you could help would appreciated greatly thanks.

Are you an impulseshopper? A survey of 1000 grocery shoppers indicated that 37% of males and 54% of females make an impulse purchase every time they shop. Assume that the survey consisted of 500 males and 500 females. Complete parts(a) and(b) below.

a. At the 0.05 level ofsignificance, is there evidence of a difference in the proportion of males and females who make an impulse purchase every time theyshop?

Let group 1 be themales, and let group 2 be the females.

State the null and alternative hypotheses.

A) Calculate the test statistic.

2STAT=

(Round to three decimal places asneeded.)

b. Find thep-value in(a) and interpret its meaning.