We will discuss work in progress on hadron mass corrections to semi-inclusive hadron production in high-energy electron-positron annihilation processes. The analysis is carried out at next-to-leading order accuracy, and the interplay of hadron mass corrections and threshold resummation is considered. We will compare our calculations with recent BaBar and Belle data on pion and kaon production.