The importance of p values in cancer research cannot be overstated. They help in determining the efficacy of new treatments, the association between risk factors and cancer incidence, and the validity of experimental results. A statistically significant p value can lead to breakthroughs in understanding cancer mechanisms and developing effective therapies.