A Table Summarizes the Success and Failures When Subjects Used

A table summarizes the success and failures when subjects used different methods (yoga, acupuncture, and chiropractor) to relieve back pain. If we test the claim at a 5% level of significance that success is independent of
The method used, technology provides a P-value of 0.0355. What does the P-value tell us about the claim?

A) Since the P-value of 0.0355 is lower than 0.05, we reject the null hypothesis of independence between the treatment and whether the subject stops experiencing back pain. This suggests that the choice of treatment
Does appear to make a difference.
B) Since the P-value of 0.0355 is lower than 0.05, we reject the null hypothesis of independence between the treatment and whether the subject stops experiencing back pain. This suggests that the choice of treatment
Does not appear to make a difference.
C) Since the P-value of 0.0355 is greater than 0.05, we reject the null hypothesis of independence between the treatment and whether the subject stops experiencing back pain. This suggests that the choice of treatment
Does appear to make a difference.
D) Since the P-value of 0.0355 is lower than 0.05, we fail to the null hypothesis of independence between the treatment and whether the subject stops experiencing back pain. This suggests that the choice of treatment
Does not appear to make a difference.