把下面这一句改写的学术一点Then using panel data from 272 Chinese cities between 2011 and 2019 we investigate the mechanisms through which intelligent development may affect human capital misallocation

Utilizing longitudinal data sets encompassing 272 urban centers in China over the period of 2011 to 2019, our study delves into the underlying mechanisms by which intelligent development could potentially impact the misallocation of human capital.