In: Statistics and Probability
Last year, 46% of business owners gave a holiday gift to their employees. A survey of business owners indicated that 45% plan to provide a holiday gift to their employees. Suppose the survey results are based on a sample of 60 business owners.
(a) | How many business owners in the survey plan to provide a holiday gift to their employees? |
(b) | Suppose the business owners in the sample do as they plan. Compute the p value for a hypothesis test that can be used to determine if the proportion of business owners providing holiday gifts has decreased from last year. If required, round your answer to four decimal places. If your answer is zero, enter “0”. Do not round your intermediate calculations. |
(c) | Using a 0.05 level of significance, would you conclude that the proportion of business owners providing gifts has decreased? |
We - Select your answer -rejectfail to rejectItem 3 the null hypothesis. We - Select your answer -cancannotItem 4 conclude that the proportion of business owners providing gifts has decreased from 2008 to 2009. | |
What is the smallest level of significance for which you could draw such a conclusion? If required, round your answer to four decimal places. If your answer is zero, enter “0”. Do not round your intermediate calculations. | |
The smallest level of significance for which we could draw this conclusion is ; because p-value - Select your answer -less than or equal togreater thanItem 6 α=0.05, we - Select your answer -rejectfail to rejectItem 7 the null hypothesis. |
a)
Sample Size, n = 60
Sample Proportion , p̂ = 0.45
business owners in the survey plan to provide a holiday gift to their employees , X=np = 60*0.45 = 27
b)
Ho : p = 0.46
H1 : p < 0.46
Standard Error , SE = √( p(1-p)/n ) =
0.0643
Z Test Statistic = Z = ( p̂-p)/SE =
-0.1554
p-Value = 0.4382 [excel function
=NORMSDIST(z)]
c)
p value>α ,do not reject null hypothesis
We fail to reject the null hypothesis. We
-cannot conclude that the proportion of business
owners providing gifts has decreased from 2008 to 2009.
smallest level of significance for which you could draw such a conclusion=0.4382
The smallest level of significance for which we could draw this conclusion is ; because p-value -less than or equal to α=0.05, we - -reject the null hypothesis.