Kong, D.-D., Jin, Z.-H. and Wang, R. 2025. Can talent allocation drive transformation and upgrading of export trade through technological innovation under low-carbon background. Technological and Economic Development of Economy. (Feb. 2025), 1–23. DOI:https://doi.org/10.3846/tede.2025.22506.