Final answer:
For a small sample size of 10 and a known population standard deviation, a t-test is used to determine if there is a significant reduction in recovery time.
Step-by-step explanation:
The appropriate statistical procedure to determine if the new program has led to a significant reduction in recovery time, given that the sample size is 10, which is less than 30, and the population standard deviation is known is a t-test.
Since the sample size is small and we are comparing the sample mean to the population mean, the t-test is the appropriate choice for this situation. A z-test would be appropriate if the sample size were large (n > 30) or if the population variance were known and the sample size were smaller than 30 but the distribution were normal.