When are Field Experiments with Individual Assignment Too Risky? Lessons from a Center-Based Child Care Study in Guatemala

33 Pages Posted: 16 Mar 2013

See all articles by Sarah Humpage Liuzzi

Sarah Humpage Liuzzi

University of Minnesota, Twin Cities - Applied Economics Department; Researcher

Date Written: November 2012

Abstract

Randomized controlled trials, prized for generating unbiased estimates of treatment effects, have become popular in development economics. However, RCTs do not always offer sufficient statistical power, which is reduced in experiments with imperfect compliance to treatment assignment. This is of critical importance if effect sizes are modest, and if non-compliance may occur. Both are likely in experiments in center-based childcare programs with individual-level randomization for several reasons. Dropout in the treatment group may occur because families' demand for preschool is unknown when the sample is constructed, and it evolves over time as households experience shocks and as they learn about the center. Non-compliance in the control group arises when children access the program or alternative preschool programs. This paper uses a recent evaluation of the Hogares Comunitarios program in Guatemala to illustrate challenges inherent in experimental evaluations and offers strategies to identify situations in which studies are more likely to succeed.

JEL Classification: C93

Suggested Citation

Humpage Liuzzi, Sarah and Humpage Liuzzi, Sarah, When are Field Experiments with Individual Assignment Too Risky? Lessons from a Center-Based Child Care Study in Guatemala (November 2012). IDB Working Paper No. IDB-TN-469, Available at SSRN: https://ssrn.com/abstract=2234312 or http://dx.doi.org/10.2139/ssrn.2234312

Sarah Humpage Liuzzi (Contact Author)

Researcher ( email )

United States

University of Minnesota, Twin Cities - Applied Economics Department ( email )

MN
United States

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