Explain the concept of 'ecological fallacy' and its implications in causal inference.

Instruction: Discuss what ecological fallacy is and how it can affect the interpretation of aggregated data in causal studies.

Context: Candidates should explain the risks of making inferences at the individual level based on aggregated data and how to avoid this common pitfall.