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This video discusses the identification of the average treatment effect using the example of charter school attendance. The challenge lies in not being able to observe both potential outcomes for each individual in the population, only one. The outcome in the example is the binary variable of college graduation. Individuals who attended the charter school are denoted as Y=1, while those who did not are Y=0.