Lunch Preference vs. Gender

 

Conclusion

We can fail to reject the null hypothesis at the 0.05 level of significance because the p-value is greater than alpha 0.05. Therefore we have insufficient evidence to say the proportion of females who pack a lunch is greater than the proportion of males who pack a lunch. 

We cannot conclude that females pack more lunches than males because the p-value is greater than alpha.