In order to rule on a potential federal grant, a government official must confirm that the average income in a Pennsylvania county is less than $12,500. A sample of 35 individuals is taken and shows a sample mean of $10,950 and a sample standard deviation of $3,972. Conduct the test at a 5% level of significance. What is your conclusion?