Journal of Modern Business Administration

The article first elaborates on the research background, pointing out the importance of logistics efficiency in the modern industrial and commercial system and the complexity of its relationship with the degree of modern industrial and commercial development. Subsequently, the article clarifies the research question, which is to explore the correlation between the three core indicators of logistics efficiency: on-time delivery rate, transportation cost rate, and warehousing cost rate, and the three core indicators of modern industrial and commercial development degree: operating revenue, per capita output value, and total asset turnover rate. Data from enterprises in the core urban circle of the Pearl River Delta region were collected through a questionnaire survey method, and Pearson correlation analysis was conducted using SPSS tools. The research results show that the correlation between logistics efficiency indicators and modern commercial development indicators is generally weak and mostly statistically insignificant. Among them, a significant positive correlation is observed between per capita output value and total asset turnover rate. The three core points of focus in this article include: Logistics Efficiency: Serving as a bridge between production and consumption, it is crucial in the modern industrial and commercial system. Correlation Analysis: Using SPSS tools to explore the quantitative relationship between logistics efficiency and the degree of modern industrial and commercial development. Insignificant Correlation: The direct correlation between most of the studied indicators is not strong and may be influenced by various factors.

Logistics efficiency; Modern industry and commerce; Correlation analysis