In the real world, we lack evidence guiding the use of medications and devices in children. This lack of evidence arose out of the challenges of conducting clinical trials in children and other vulnerable populations and the historical decision (reversed in recent decades) to exclude children from clinical trials. The recent focus on the potential of real-world evidence (RWE) to guide approval and use of new treatments may provide a much-needed solution. A broad definition of RWE includes prospective observational data and data from electronic health records and claims, as well as other sources. For the most part, it is reasonable to expect that considerations around the use of RWE in adult populations will apply to its use in children. However, a number of issues around the use of RWE are unique to studying children. These fall into at least four categories: (1) identification of databases with adequate numbers of children in the age sub-groups of interest, (2) access to critical variables such as birth date, birth weight, and gestational age, (3) linkage to parental records for information about pre-natal exposures, family history, and socio-economic status, and (4) linkage to school records for information about outcomes such as missed school days, academic progress, and behavioral issues. Addressing the needs of children in developing methodologies for use of RWE ensures that ongoing efforts will benefit children as well as other sectors of the population.