Burning-bush has showy, purple-veined flowers, but this East Asian plant is a herb rather than a shrub. The closely related European burning bush (Dictamnus albus) shares this name in the United States.
Flower and leaf photos may not separate these close relatives. European burning bush is native farther west, and the two have sometimes been classified together; for cultivated plants, check the plant label or origin.
Why they get mixed upThe two names have been treated as separate species and as one species in different references.