Figure 11.16: Figure 11.9 ANOVA Results for the Effect of Surgery and Physical Therapy on Back Pain The observed value of F, 31.91, falls in the rare zone of the sampling distribution. The null hypothesis is rejected and the results are called statistically significant. At least one treatment group had an outcome statistically different from at least one other.