Study on the influence factors of M enterprise electric appliance inventory based on SOR model

In the context of the rapid development of the global economy, inventory management has become the key to improve competitiveness and operational efficiency. The home appliance industry is characterized by intense competition and rapid changes in demand, so effective inventory management is particularly needed. This study takes M company as the research object, and uses SOR (Stimulus-Organism Response) model and multiple regression analysis to find out the key factors affecting the inventory level. The results show that the economic environment has a slight impact on the inventory of enterprises, and the customer satisfaction has a significant impact on the inventory of enterprises. This study provides data-driven insights for Company M to optimize inventory management and provides a valuable reference for other appliance manufacturers. By understanding these influencing factors, companies can better align inventory strategies with market dynamics, improve supply chain coordination, and enhance overall operational performance.