A car manufacturer claims that their new hybrid model can achieve an average of 50 miles per gallon (mpg) on the highway. A consumer advocacy group tests 30 vehicles of this model and finds that their average highway mileage is 48 mpg, with a standard deviation of 2.5 mpg. Conduct a hypothesis test at a 1% significance level to determine if the manufacturer's claim is valid.