Instruction: Provide a detailed explanation of what 'Heterogeneity of Treatment Effects' means and its importance in designing and interpreting causal studies.
Context: This question assesses the candidate's understanding of how treatment effects can vary among different subgroups within a study, and why recognizing this variance is crucial in drawing accurate conclusions from causal inference studies.