Research on Agricultural Product Logistics Financial Risk Evaluation and Preventive Strategies - Taking Company X as an Example

Xiuyan Xi and Suchun Zhu

GBP Proceedings Series, 2025, vol. 9, 82-94

Abstract: Agricultural product logistics finance is a kind of innovative business model that integrates agricultural product logistics and finance, and with the further development of agricultural product logistics financial business, the business scope of the two is gradually expanded. However, the vast majority of logistics enterprises in China do not establish a scientific agricultural logistics financial risk evaluation system in the process of carrying out agricultural logistics financial business, and also lack corresponding risk prevention and control means, and cannot carry out effective evaluation, which makes the logistics enterprises suffer from the economic losses brought by unknown risks in the process of carrying out agricultural logistics financial business. This paper selects the data of Company X from 2010 to 2020, adopts the frequency analysis method, Delphi method and correlation analysis method, constructs the risk indicator system from logistics enterprises, pledges, agricultural enterprises and macro environment, evaluates the risk based on PSO-BP neural network model, and puts forward the corresponding risk prevention measures. For the development of agricultural logistics financial services, promote agricultural industrialization, provides a more adequate theoretical basis, open logistics enterprises, agricultural enterprises, financial institutions, a new situation of win-win situation.

Keywords: agricultural products; logistics finance; risk evaluation; PSO-BP neural network (search for similar items in EconPapers)
Date: 2025
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