Answer: C. 12.5
Explanation:
Given : A manufacturer of new light bulbs claims the average lifetime of its long-life bulb is more than 4000 hours.
Population mean :

Sample size : n= 100
Sample mean :

Standard deviation:

The value of test-statistic is given by :-

Hence, the value of the test statistic for this problem is 12.5.