将下面改写的学术、精炼一点Using representative data we evaluated the intellectual development of 272 China cities observed from 2011 to 2019 and verified whether it can alleviate the improper allocation of human c

We conducted a study on the intellectual development of 272 Chinese cities over the period of 2011 to 2019, using representative data. Our research aimed to determine whether this development could address the issue of human capital misallocation.