This study examines factors that determine prefectural industrial policies and their impact on firm total factor productivity (TFP), utilizing a natural language processing algorithm and data from the Report on the Work of the Government in China. We find that compliance with upper-level governments is crucial in shaping prefectural industrial policies. When an industry is favored by the upper-level government, the probability of the prefectural government’s favoring that industry increases. However, prefectural policies driven by political compliance have a minimal positive impact on TFP, due to inadequate implementation of policy measures like tax deductions, preferential loans, and land price discounts.

Corporate philanthropy is increasingly seen as an effective way to promote social equity. This paper estimates the effect of donation tax deduction policy on corporate donations. Using data from Chinese A-share listed companies, we find that the donation tax deduction policy has a significant positive effect on the amount donated. This finding remains robust to a number of robustness tests. Meanwhile, our study also suggests that the policy increases donation participation. Finally, heterogeneity analysis suggests that the effect is significant only for firms with high media attention and political connections. Our findings provide important evidence for the optimizing of social welfare.

This study examines factors that determine prefectural industrial policies and their impact on firm total factor productivity (TFP), utilizing a natural language processing algorithm and data from the Report on the Work of the Government in China. We find that compliance with upper-level governments is crucial in shaping prefectural industrial policies. When an industry is favored by the upper-level government, the probability of the prefectural government’s favoring that industry increases. However, prefectural policies driven by political compliance have a minimal positive impact on TFP, due to inadequate implementation of policy measures like tax deductions, preferential loans, and land price discounts.