There are more pilots of mHealth programs than in the US Navy, so researchers are urged to rigorously evaluate pilots and share data. If pilots are shown to work, they should be brought to a larger scale. Experts discuss which factors are most important to evaluate in mHealth programs, including whether the focus should be on process or impact, what outcomes to measure, appropriate research designs, financial analyses, data sharing policies, and future technologies.