The concentration of a catalytic agent used in a batch manufacturing process is modeled by a normal distribution with a mean of $145.0$ ppm and a standard deviation of $12.4$ ppm. A quality control technician suspects that a change in raw material sourcing has led to a reduction in the mean concentration. A random sample of $50$ batches is analyzed, and the sample mean concentration is found to be $141.2$ ppm.