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impact definition
the change attributable to a social intervention. how have lives changed because of the intervention? what would happen to the same individuals without the intervention?
impact equation
observed outcome - counterfactual = impact
challenges for measuring impact
good data
good “identification”
“counterfactuals”
good data challenge
the need to have accurate, relevant, and comprehensive data to assess the true effects of an intervention.
good “identification” challenge
the need to establish a clear/valid causal relationship between the intervention and the observed outcomes.
“counterfactuals” challenge
the difficulty in determining what would have happened in the absence of the intervention, which is essential for accurate impact evaluation.
omitted variables
variables that are not included in a model but affect the outcome, potentially leading to biased results.