- Roadblocks on the way to causality: exposure pathways, aggregation and other sources of bias

Often the aim of a study is to determine the cause of a disease so that we may devise treatment or prevention. There are two broad types of study in medical research: experimental and observational. In an experiment or clinical trial we make some intervention and observe the result. In an observational study we observe the existing situation and try to understand what is happening.