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Efficiency Benchmarking of North American Airports: Comparative Results of Productivity Index, Data Envelopment Analysis and Stochastic Frontier Analysis

机译:北美机场效率基准测试:生产率指数,数据包络分析和随机边界分析的比较结果

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摘要

Using three common methodologies for measuring airport efficiency, namely the productivity index method, Data Envelopment Analysis (DEA) method, and stochastic frontier analysis (SFA) method, this study examines the efficiency performances of 62 Canadian and U.S. airports. Unlike most previous studies, this study includes aeronautical and non-aeronautical outputs of airports as they are inexplicably tied to each other in airport production. The empirical results reveal that the efficiency scores and rankings measured by these alternative methods are quite similar to each other in the top 15 and bottom 15 ranked airports, whereas considerable differences exist among the airports in the middle range. We also found that the percentage of non-aeronautical revenue, passenger volume, average aircraft size, percentages of international and connecting traffic significantly affect our airport efficiency estimates in all of the three alternative approaches used.
机译:本研究使用三种常用的衡量机场效率的方法,即生产率指数法,数据包络分析(DEA)方法和随机前沿分析(SFA)方法,研究了加拿大和美国62个机场的效率表现。与大多数以前的研究不同,该研究包括机场的航空和非航空输出,因为它们在机场生产中相互关联。实证结果表明,在排名靠前的15个和排名靠后的15个机场中,通过这些替代方法测得的效率得分和等级彼此非常相似,而在中等范围的机场之间存在相当大的差异。我们还发现,在使用的所有三种替代方法中,非航空收入的百分比,旅客数量,平均飞机尺寸,国际和接驳流量的百分比均显着影响我们的机场效率估算。

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