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FACTOR AND CLUSTER ANALYSIS APPLIED TO FLEXIBLE AIRPORTS’PERFORMANCE DATA

机译:因子和聚类分析应用于灵活机场的性能数据

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Airport operators have to anticipate future possible scenarios which might occur so thattheir airport can face the changes. Unpredictable changes on the circumstances leadforecasts often to fail as the future is not foreseeable. Flexibility helps to maintain orincrease airport’s performance levels by improving the adaptability of the airport’sfunctions to external changes. The objective of this work is to understand if flexible airportsare at least able to keep their perform results towards external changes. Flexible airportswere identified based on the literature review and a survey launched to worldwide airports.To achieve this;;the ATRS Airport Benchmarking Report from 2004 until 2011 (except2010) was used as data sample;;for the following performance categories: productivity andefficiency;;costs and financial. A factorial analysis was performed to reduce the variables;;as most of them were highly correlated;;to observe how airport evolved regarding theobtained factors. Using this data;;a cluster analysis was conducted to explore whetherflexible airport are similar among them or not during that time interval. Flexible airportsperformance seems to be similar to the other airports. However;;there are some evidencessupporting the advantages of flexibility but more studies are required.
机译:机场运营商必须预见未来可能发生的情况,以便 他们的机场可以面对变化。情况导致无法预测的变化 预测往往会失败,因为未来是不可预见的。灵活性有助于维持或 通过改善机场的适应性来提高机场的绩效水平 外部变化的功能。这项工作的目的是了解是否有灵活的机场 至少能够保持其业绩对外部变化的影响。灵活的机场 根据文献回顾和对全球机场的调查确定了飞机的位置。 为实现这一目标; 2004年至2011年的ATRS机场基准测试报告(除 2010年)作为数据样本;;针对以下绩效类别:生产力和 效率;成本和财务。进行了析因分析以减少变量; 因为它们中的大多数是高度相关的;;观察关于机场的演变 获得的因素。使用此数据;进行了聚类分析以探索是否 在该时间间隔内,灵活机场之间是否相似。灵活的机场 性能似乎与其他机场相似。但是;有一些证据 支持灵活性的优势,但需要更多的研究。

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