In: Statistics and Probability
There are several methods used by people to organize their lives
in terms of keeping track of appointments, meetings, and deadlines.
Some of these include using a desk calendar, using informal notes
of scrap paper, keeping them “in your head,” using a day planner,
and keeping a formal “to do” list. Suppose a business researcher
wants to test the hypothesis that a greater proportion of marketing
managers keep track of such obligations “in their head” than do
accountants. To test this, a business researcher samples 400
marketing managers and 450 accountants. Of those sampled, 220
marketing managers keep track “in their head” while 216 of the
accountants
do so. Using a 1% level of significance, what does the business
researcher find?
Let p1 be the population proportion of marketing managers and p2 be the population proportion for accountants keeping track in their head
Hypotheses Statements are
Ho: p1 = p2
Ha: p1 > p2
For Marketing Managers, Sample proportion is
For Accountants, the sample proportion is
Value of Pooled Proportion is given by
Test statistics (z value )
p-value
For the test statistic, z = 2.038, and right-tailed test, the p-value is 0.0208
Decision Rule
If the p-value is less than alpha (0.01), we reject the null.
Here p-value is greater than alpha, So we fail to reject the null
Conclusion
At 1% significance level, there is no statistical evidence to conclude that a greater proportion of marketing managers keep track of such obligations “in their head” than do accountants