A researcher is interested in whether the average age of a population in a region is 40 years. A random sample of 51 people from this population has a mean of 43 years and standard deviation of 10 years. Assuming that the ages are normally distributed, test the researcher's claim using an appropriate statistical test at the 5% significance level.