对纳米比亚航空旅客的状态偏好进行建模:以厄洛斯机场和霍西·库塔科国际机场为例

Alisa M. Amwaama, Opeoluwa Oyedele, L. Kazembe
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摘要

陈述偏好实验已成为调查航空旅客选择的一种日益流行的调查方法。对这种行为的分析是需求预测的一个要素,有助于竞争航空公司更好地规划和发展未来。在本文中,重点强调了乘客在低成本航空公司(LCC)和全面服务航空公司(FSC)之间选择的陈述偏好。对从纳米比亚温得和克Eros和Hosea Kotako国际机场出发的航空乘客收集的主要数据采用二元logit、probit和潜在类别模型,以模拟乘客的陈述偏好,并检查在纳米比亚LCC和FSC之间选择承运人的决定因素。主要调查结果显示,机票、年龄、收入和旅行目的对乘客的选择非常重要。此外,我们还观察到乘客对不同目的地地区的偏好是不同的,无论是国内、地区还是国际。对于国内和地区航班(短途),他们更喜欢LCC,而对于国际航班(长途),他们选择FSC。此外,大部分乘客是因公出差,机票由他们的雇主购买。大多数乘客表示,如果在纳米比亚有低成本航班,他们愿意乘坐低成本航班,因为它的票价很低。有迹象表明,机票价格过高,这是乘客们非常担心的问题。据推测,如果机票价格能够下降,或者在纳米比亚引进低成本航空公司,那么许多人就会考虑坐飞机。本研究的结论是,根据受访乘客的资料,在纳米比亚最好和合适的航空公司是低成本航空公司。在纳米比亚引进低成本航空公司可能是一种可行的替代办法,可以确保可持续性。
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Modelling state preferences among airline travellers in Namibia: a case study at Eros airport and Hosea Kutako international airport
Stated preference experiments are become an increasingly popular survey methodology for investigating air traveler's choices. Analysis of this behaviour, which is an element of the demand prediction, helps for a better future planning and development of competing airlines. In this paper, emphasis is stressed on the stated preferences of passengers in choosing between low cost carriers (LCC) and full service carriers (FSC). A binary logit, probit and latent class models were employed on the primary data collected from departing air passengers at Eros and Hosea Kotako International airport in Windhoek, Namibia, to model passengers' stated preferences and examine the determinants of carrier choice between LCC and FSC in Namibia. Major findings show that airfare, age, income, and purpose of travel are significantly important with respect to passenger choice. Furthermore, it was observed that passengers have different preferences for different destination region be it domestic, regional and international. For domestic and regional flights (short haul) they prefer LCC, while for international flights (long haul) they opted for FSC. In addition, majority of the passengers were travelling for business purposes, hence their tickets were bought by their respective employers. Most passengers indicated that they were willing to fly LCC if it was available in Namibia because of it's low fares. There was an indication that air tickets were not affordable and these are a big concern to passengers. Presumably, if ticket prices can come down or introduce a LCC in Namibia then many consider flying. This study concluded that, based on the interviewed passengers' profiles, the best and appropriate carrier in Namibia is a low-cost carrier. Introducing a LCC in Namibia might be a viable alternative which may ensure sustainability.
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