Treatment effects refer to the causal impact of a specific intervention or policy on an outcome of interest, distinguishing between the observed outcome and what would have occurred in the absence of the treatment. Understanding these effects is crucial for evaluating the effectiveness of interventions, requiring careful consideration of counterfactual scenarios and potential biases.