Benchmarking the efficiency of European metros from a production perspective

RESEARCH IN TRANSPORTATION BUSINESS AND MANAGEMENT(2024)

引用 0|浏览2
暂无评分
摘要
This paper deals with the benchmarking of the technical efficiency of 23 metro systems in Europe. Since financial data reflecting the operating costs and revenues are not often made available to the public, the aim of this work is to develop a method based on production variables to enable large-scale analysis at the European level. The methodology consists of two stages. In the first stage, a gross value of effectiveness is estimated by means of a stochastic frontier regression based on the Cobb -Douglas production function. The results show about half of the considered firms reaching scores higher than 80%. However, these gross effectiveness estimates could be influenced and constrained by long term and external factors that go beyond the control of firms' day-to-day management. For this reason, in the second stage, an exponential multiple regression is estimated to determine the effects of these factors on gross effectiveness. The elasticities obtained through a multiple regression are used for evaluating the net effectiveness, by removing positive or negative contributions to the gross effectiveness that come from the identified "long term" factors. The results show that transit firms operating smaller networks tend to have higher net effectiveness scores in the short-term compared to larger transit firms.
更多
查看译文
关键词
Production function,Stochastic frontier analysis,Technical efficiency,Public transport planning,transit operator performance
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要