This article discusses the study design, sampling and population risk in the Whitehall I and II studies. It also explores the causal relationship between lung cancer and smoking, association between depression and binge eating, long term effects of detention on the mental and physical health of asylum seekers, and relationship between folate supplementation during pregnancy and development of autism in offspring.