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Summative Evaluation×Counterfactual Impact Evaluation×
FieldPublic PolicyCausal inference
FamilyProcess / pipelineRegression model
Year of origin19671970s–2000s
OriginatorMichael ScrivenHeckman, Imbens, Rubin, and the program evaluation literature
TypeJudgement-oriented evaluation functionCausal inference / program evaluation
Seminal sourceScriven, M. (1967). The methodology of evaluation. In R. W. Tyler, R. M. Gagné, & M. Scriven (Eds.), Perspectives of Curriculum Evaluation (pp. 39–83). Chicago: Rand McNally. ISBN: 9780528616600Heckman, J. J., & Vytlacil, E. J. (2007). Econometric evaluation of social programs, Part I: Causal models, structural models and econometric policy evaluation. Handbook of Econometrics, 6B, 4779-4874. DOI ↗
AliasesOutcome Judgement Evaluation, Accountability EvaluationCIE, counterfactual evaluation, counterfactual policy evaluation, impact evaluation
Related45
SummarySummative evaluation is evaluation conducted to render an overall judgement of a program, policy or product — its merit, worth, effectiveness or impact — typically after it has been implemented or has matured. Named by Michael Scriven in his 1967 essay 'The Methodology of Evaluation' as the counterpart to formative evaluation, its purpose is to inform consequential decisions: whether to continue, expand, replicate, defund or certify an intervention. It addresses the bottom-line question 'did it work, and was it worth it?' for audiences such as funders, policymakers and the public.Counterfactual Impact Evaluation is a family of causal methods that estimates the effect of an intervention by comparing what actually happened to participants with what would have happened had the intervention not taken place. Formalised in the Rubin Causal Model and extended by Heckman, Imbens and others, CIE underlies most modern program and policy evaluation practice.
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ScholarGateCompare methods: Summative Evaluation · Counterfactual Impact Evaluation. Retrieved 2026-06-24 from https://scholargate.app/en/compare