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Heckman, James Joseph
Moon, Seong Hyeok
Pinto, Rodrigo
Savelyev, Peter A.
Yavitz, Adam
Year of Publication: 
Series/Report no.: 
Discussion paper series // Forschungsinstitut zur Zukunft der Arbeit 5095
Social experiments are powerful sources of information about the effectiveness of interventions. In practice, initial randomization plans are almost always compromised. Multiple hypotheses are frequently tested. Significant effects are often reported with p-values that do not account for preliminary screening from a large candidate pool of possible effects. This paper develops tools for analyzing data from experiments as they are actually implemented. We apply these tools to analyze the influential HighScope Perry Preschool Program. The Perry program was a social experiment that provided preschool education and home visits to disadvantaged children during their preschool years. It was evaluated by the method of random assignment. Both treatments and controls have been followed from age 3 through age 40. Previous analyses of the Perry data assume that the planned randomization protocol was implemented. In fact, as in many social experiments, the intended randomization protocol was compromised. Accounting for compromised randomization, multiple-hypothesis testing, and small sample sizes, we find statistically significant and economically important program effects for both males and females. We also examine the representativeness of the Perry study.
early childhood intervention
compromised randomization
social experiment
multiple-hypothesis testing
Document Type: 
Working Paper

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