分段连续定价的航空公司收益管理:方法与竞争效应

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Yanbin Long, Peter Belobaba
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引用次数: 0

摘要

随着IATA新分销能力(NDC)的引入,航空公司的机票产品分销将不再局限于离散的票价等级,而是可以显示从连续范围到预订请求的票价报价。NDC还将允许航空公司根据航空公司确定的不同需求段,向乘客提供不同的票价报价。理论上,航空公司可以通过向要求预订的不同乘客提供分段的连续票价报价,更好地提取乘客的付费意愿,从而获得收益。本文介绍了分段连续定价的收益管理方法,并通过乘客始末模拟器(PODS)的仿真研究了这些方法对航空公司收益的潜在影响。我们描述了一种基于类的连续定价算法,这是对现有RM系统中使用的传统方法的直接扩展。我们的模拟结果显示,在一个校准的场景中,只有一家航空公司采用分段连续定价,并且在识别商务和休闲乘客预订请求方面有80%的准确率,先行者航空公司可以获得高达17%的收入增长,而竞争对手则会受到损害。收入增长主要来自休闲旅客市场,因为它提供的票价低于离出发地更近的竞争对手。先行者航空公司损失了预订量,但没有看到商务乘客部分的收入损失。我们还探讨了竞争航空公司可能采取的应对策略。我们发现,竞争对手可以通过取消票价限制来逆转先行者的收入增长,同时仍然使用传统的RM方法。我们得出结论,尽管采用分段连续定价在理论上是有希望的,但其在实践中的收益将在很大程度上取决于竞争形势和竞争航空公司的反应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Airline revenue management with segmented continuous pricing: methods and competitive effects

Airline revenue management with segmented continuous pricing: methods and competitive effects

With the introduction of IATA’s New Distribution Capability (NDC), airlines will no longer be limited to discrete fare classes for their fare product distribution but could show fare quotes from continuous ranges to booking requests. NDC will also allow airlines to present different fare quotes to passengers from different demand segments as identified by the airline. In theory, airlines can better extract passenger willingness to pay, and thus, see gains in revenue, by offering segmented continuous fare quotes to different passengers requesting to book. This paper describes the revenue management (RM) methods for Segmented Continuous Pricing and examines their potential effects on airlines’ revenue through simulations in the Passenger Origin–Destination Simulator (PODS). We describe a class-based algorithm for continuous pricing, a straightforward extension from the traditional methods used with existing RM systems. Our simulation results show that in a calibrated scenario in which only one airline adopts Segmented Continuous Pricing and has an 80% accuracy in identifying business versus leisure passenger booking requests, the first-mover airline can see as much as a 17% revenue gain, at the expense of competitors. The revenue gains come primarily from the leisure passenger segment by offering lower fares than competitors closer to departure. The first-mover airline loses bookings but does not see losses in revenue from the business passenger segment. We also explore potential response strategies by the competing airlines. We discover that competitors can reverse the first-mover’s revenue gain by removing their fare restrictions while still using traditional RM methods. We conclude that although adopting Segmented Continuous Pricing is promising in theory, its gains in practice will depend heavily on the competitive situation and the responses made by competing airlines.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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