As ingrained as measurements-for-the-sake-of-measurements seemed to be with many of the scientists, they did understand the need for measurements to support specific decisions. Dr. Shepherd added, “We realized that forecasting intervention impacts with AIE not only implicitly laid out the impact pathway, but also pointed us to which metrics had highest value.”

