将下面改写的学术、精炼一点Here we group the samples by firm property right and the life cycle stage for heterogeneous analysis and also show the influence of human capital or AI for comparative analysis

In this study, we categorize the samples based on firm property rights and life cycle stages to conduct heterogeneous analysis. Additionally, we examine the impact of human capital or AI for comparative analysis.