Improving the Productivity of Education Experiments (2012)
Given scarce resources for evaluation, we recommend
that education researchers more frequently conduct
comprehensive randomized trials that generate evidence
on how, why, and under what conditions interventions
succeed or fail in producing effects. Recent experience
evaluating a randomized need-based financial
aid intervention highlights some of our arguments and
guides our outline of the circumstances under which
the examination of mechanisms and heterogeneous impacts
is particularly important. Comprehensive experiments
can enhance research productivity by increasing
the number of theories both tested and generated and
can advance policy and practice by exploring the conditions
under which interventions will bemost successful
in scale up. Paradoxically,while the emphasis on average
treatment effects is typically associated with efficiencyminded
economists, we argue that the approach is often
inefficient from the standpoints of science and policy.