Analysis of the Operating Efficiency and Influencing Factors of E-commerce Companies in China: Based on DEA-Tobit Regression Model
Analysis of the Operating Efficiency and Influencing Factors of E-commerce Companies in China: Based on DEA-Tobit Regression Model
계붕비(원광대학교 경영학과 박사과정); 나상균(원광대학교); 장청운(원광대학교 경영학과 박사과정)
34권 3호, 213~231쪽
초록
[Purpose]This study measured the operating efficiency and analyzed the environmental factors affecting operational efficiency by using 42 listed e-commerce companies in China. The purpose is to evaluate the efficiency of e-commerce operations and improve the efficiency of e-commerce operations. [Methodology]This study used the SBM-DEA model to determine the operating efficiency of 42 listed e-commerce companies. The 2-stage DEA model used the Tobit regression model for regression analysis. [Findings]The average technical efficiency of listed e-commerce companies is 0.518, indicating that there is room for improvement in efficiency. Overall, e-commerce companies have problems with excessive investment or lack of output. In addition, total asset turnover, net profit and brand value perception are important factors in operational efficiency. [Implications]In order to pursue management efficiency, e-commerce enterprises need to continuously improve their technology and management level, optimize management resource allocation, and continuously improve technical efficiency.
Abstract
[Purpose]This study measured the operating efficiency and analyzed the environmental factors affecting operational efficiency by using 42 listed e-commerce companies in China. The purpose is to evaluate the efficiency of e-commerce operations and improve the efficiency of e-commerce operations. [Methodology]This study used the SBM-DEA model to determine the operating efficiency of 42 listed e-commerce companies. The 2-stage DEA model used the Tobit regression model for regression analysis. [Findings]The average technical efficiency of listed e-commerce companies is 0.518, indicating that there is room for improvement in efficiency. Overall, e-commerce companies have problems with excessive investment or lack of output. In addition, total asset turnover, net profit and brand value perception are important factors in operational efficiency. [Implications]In order to pursue management efficiency, e-commerce enterprises need to continuously improve their technology and management level, optimize management resource allocation, and continuously improve technical efficiency.
- 발행기관:
- 한국경영교육학회
- 분류:
- 경영학