Expected value of sample information (EVSI)

The expected value of sample information (EVSI) estimates the value of collecting additional sample information. Typically, additional research reduces (rather than eliminates) uncertainty, meaning that perfect information is not available. Therefore, EVSI can be used to help determine the optimal research design (study population, comparison to be tested, sample size) to maximise both the reduction in uncertainty and the value to society for conducting the study.