Research on the Mechanism and Path of Science and Technology Finance to Support the High-quality Development of Private Enterprises

Abstract

With the rapid progress of science and technology in China and the transformation and upgrading of the national economy, science and technology finance is gradually showing its role in helping the high-quality development of private enterprises. This paper takes science and technology finance as the supporting force and private enterprises as the research object, and explores the effective support for the high-quality development of private enterprises from three aspects: mechanism, path and policy, and then proposes a high-quality development model of private enterprises. By using random forest algorithm to test the effect, the feasibility and scientificity of the development model are qualitatively and quantitatively analyzed. The research shows that through the effective support of science and technology finance, the high-quality development model of private enterprises has great development potential, so that private enterprises can better cope with market challenges and enhance their competitiveness.