Quasi-experimental research designs, like experimental designs, test causal hypotheses. Quasi-experimental designs identify a comparison group that is as similar as possible to the intervention group in terms of baseline (pre-intervention) characteristics. The comparison group captures what...

A randomized controlled trial (RCT) is an experimental form of impact evaluation in which the population receiving the programme or policy intervention is chosen at random from the eligible population, and a control group is also chosen at random from the same eligible population. It tests the...

Indicators provide a signal to decision makers by indicating whether, and to what extent, a variable of interest has changed. They can be used at all levels of the results framework from inputs to impacts, and should be linked to the programme’s theory of change. Most important at the lower...