From the analysis of a contingency table, researchers can derive several key insights, such as the relative risk and odds ratio. These metrics quantify the strength of the association between the risk factor and the incidence of cancer. For example, a high relative risk indicates that individuals exposed to the risk factor are more likely to develop cancer compared to those who are not exposed.