In: Statistics and Probability
Researchers are interested in the effectiveness of methadone in patients with chronic pain syndromes. The researchers used a scale (0-100, higher numbers indicate higher pain) for maximum pain intensity over the course of the day. Each subject took a 20mg dose of methadone for 5 days, and then took a placebo for 5 days. The following table gives the mean maximum pain intensity scores for the 5 days on methadone and the 5 days on placebo. Do these data provide sufficient evidence at the 0.05 level of significance, to indicate, in general, that pain intensity is LOWER on days when methadone was taken?
| subject | Methadone | Placebo | 
| 1 | 29.8 | 57.2 | 
| 2 | 73.0 | 69.8 | 
| 3 | 98.6 | 98.2 | 
| 4 | 58.8 | 62.4 | 
| 5 | 60.6 | 67.2 | 
| 6 | 57.2 | 70.6 | 
| 7 | 57.2 | 67.8 | 
| 8 | 89.2 | 95.6 | 
| 9 | 97.0 | 98.4 | 
| 10 | 49.8 | 63.2 | 
| 11 | 37.0 | 63.6 | 
| subject | Methadone | Placebo | Difference (di) | (di-dbar)2 | 
| 1 | 29.8 | 57.2 | -27.4 | 282.9124 | 
| 2 | 73 | 69.8 | 3.2 | 189.8884 | 
| 3 | 98.6 | 98.2 | 0.4 | 120.5604 | 
| 4 | 58.8 | 62.4 | -3.6 | 48.7204 | 
| 5 | 60.6 | 67.2 | -6.6 | 15.8404 | 
| 6 | 57.2 | 70.6 | -13.4 | 7.9524 | 
| 7 | 57.2 | 67.8 | -10.6 | 0.0004 | 
| 8 | 89.2 | 95.6 | -6.4 | 17.4724 | 
| 9 | 97 | 98.4 | -1.4 | 84.2724 | 
| 10 | 49.8 | 63.2 | -13.4 | 7.9524 | 
| 11 | 37 | 63.6 | -26.6 | 256.6404 | 
| Total | -105.8 | 1032.212 | ||
| Mean | -10.58 | |||
| Standard deviation | 9.686975 | |||
| Test Statistic | 3.622378 | |||
| T | 1.812461 | |||
| pvalue | 0.002336 | 
Here, we want to test
H0: The pain intensity is same on days when methadone and placebo was taken
H1:The pain intensity is LOWER on days when methadone was taken than placebo
Since, p-value =0.002336 < 0.05
Therefore, we may reject H0.
Hence, we may conclude that, there is sufficient evidence to claim that the pain intensity is LOWER on days when methadone was taken than placebo.