DE is most appropriate for new, innovative or transformative models or novel program logic. DE requires clear articulation of principles, assumptions, and programmatic vision. Co-creation of solutions to a context specific problem, analogous to building an airplane while already in the air, is the reason for DE’s distinctive focus on high-frequency data collection and interaction with program staff and stakeholders for ongoing iterative learning by doing.<br> DE is most appropriate in circumstances such as Niger a…