Key Points Question Do different national data sources provide diverse results for lifetime earnings of the subspecialties of pediatrics? Findings In this quality improvement study using data from 3 sources, the magnitude of the difference in lifetime earnings between subspecialties and general pediatrics varied greatly. For all sources, there was a greater difference in lifetime earnings between higher- and lower-paid subspecialties compared with each other relative to general pediatrics.