Identifying which variables significantly impact health outcomes helps in prioritizing resources and efforts. For instance, if smoking is found to have a high variable importance in lung cancer incidence, public health campaigns can focus more on smoking cessation programs. Moreover, understanding variable importance aids in risk assessment, causal inference, and the development of effective preventive strategies.