The Chinese economy has been undergoing reforms since 1978, moving away from traditional planning towards a market economy. Scholars have made progress in understanding the Chinese economy using modern economic methods, but the transition is not yet complete. To deepen the market economy reform, it is essential to explore the essence of modern market economy through a paradigm shift.