http://scholars.ntou.edu.tw/handle/123456789/25293
標題: | How to establish input and output targets for airlines with heterogeneous production technologies: A nash bargaining DEA approach within the meta-frontier framework | 作者: | Yu, Ming-Miin Rakshit, Ipsita |
關鍵字: | Airlines;Data envelopment analysis;Meta-frontier analysis;Target setting | 公開日期: | 2024 | 出版社: | ELSEVIER SCI LTD | 卷: | 116 | 來源出版物: | JOURNAL OF AIR TRANSPORT MANAGEMENT | 摘要: | In order to take into consideration the presence of technological heterogeneity in the aviation industry, numerous studies over the past ten years have embraced the data envelopment analysis (DEA)-based metafrontier framework. Since group targets and meta targets are calculated independently to evaluate the technology gap in airlines, there is a possibility of obtaining unrealistic targets. Estimating the projected inputs and outputs of the evaluated units separately at both the group and meta-frontier does not automatically ensure superiority on the meta-frontier compared to the group frontier. Our proposed combined Nash bargaining model that integrates group technology and metatechnology presents a potential answer to the current unreasonable targets issue and gives more reliable outcomes. The results of the empirical application on a dataset of Alliance and Non-alliance airlines show that the proposed approach generates targets for inputs and outputs which are realistic and optimal, as well as a valid and reasonable technology gap. The finding thus validates the utilisation of our suggested model and it can be used by airline managers to improve the airline operational process. |
URI: | http://scholars.ntou.edu.tw/handle/123456789/25293 | ISSN: | 0969-6997 | DOI: | 10.1016/j.jairtraman.2024.102576 |
顯示於: | 運輸科學系 |
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