Design and evaluate a strategy to measure the causal impact of social media advertising on brand awareness.

Instruction: Outline a causal study design, including how you would quantify brand awareness and control for confounders.

Context: Candidates should demonstrate their ability to design a study that accurately measures the effect of social media advertising, considering potential confounders.