Causal mechanism

A causal mechanism explains how a factor produces an effect. For smoking and lung cancer, there is a biological explanation: carcinogens in tobacco smoke can damage DNA and cause cells to become cancerous. Scientists have established causal mechanisms for some risk factors, but not for every observed association.