Abstract:Against the backdrop of rapid developments in technological innovation and industrial policy practices, effectively mitigating financing constraints for strategic emerging industries (SEIs) through credit interest subsidies constitutes a critical challenge in building China's modern industrial system. This paper constructs a DSGE model incorporating heterogeneous firm financing constraints and profit-sharing to analyze the differentiated pathways and effects of exogenous versus endogenous credit interest subsidy policy mechanisms. Its primary contribution lies in transcending the limitations of existing literature focused on exogenous subsidies and static effects by innovatively integrating the profit-sharing mechanism and the endogenous linkage mechanism of credit subsidies into the analytical framework, thereby establishing a virtuous cycle mechanism of 'technological progress-profit growth-subsidy expansion-industrial development'. The research finds that endogenous subsidies dynamically linked to credit scale can significantly reduce the crowding-out effect of SEI technological advancement on traditional industries through an 'automatic stabilizer' function, confirming the macroeconomic necessity of shifting policy design from 'fixed subsidies' to 'dynamic adjustments'; a credit subsidy 'intensity paradox' exists, where excessive subsidies weaken long-term effectiveness via a fiscal negative feedback loop, providing quantitative justification for identifying the optimal intensity threshold that maximizes policy effectiveness; and by internalizing the state-owned enterprise profit-sharing mechanism as a funding source for subsidies, a 'technological progress-fiscal revenue growth-subsidy sustainability' policy cycle is formed, effectively resolving the genuine dilemma between short-term incentives and long-term sustainability through phased dynamic adjustments to the profit-sharing ratio.