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Optimization of travel subscription use 优化旅行套餐的使用
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-06-04 DOI: 10.1057/s41272-024-00488-4
Jiang Jiang, Chris K. Anderson

Subscription models where consumers pay fixed (monthly) fees for access to services are becoming increasingly popular across a wider set of service offerings as firms look for ways to stabilize revenues. Lodging subscription services are natural and flexible extensions of timeshare models whereby consumers pay monthly subscriptions fees to get access to a wide variety of stay options. The value of the subscription service may be difficult for consumers to evaluate and hence limit adoption. This study demonstrates that service providers can assist consumers in maximizing use of their subscription through addition of simple sort functionality or via more robust optimization approaches. Using synthetic data as well as data from a lodging subscription provider, we develop approaches for consumers to maximize their use of the subscription service - we compare and contrast optimal approaches to readily deployed heuristic approaches.

消费者通过支付固定(月度)费用来获得服务的订购模式在更广泛的服务产品中越来越流行,因为企业正在寻找稳定收入的方法。住宿订购服务是分时度假模式的自然而灵活的延伸,消费者通过按月支付订购费来获得各种住宿选择。消费者可能难以评估订购服务的价值,从而限制了其采用。本研究表明,服务提供商可以通过增加简单的排序功能或采用更强大的优化方法,帮助消费者最大限度地利用订阅服务。我们利用合成数据以及一家住宿订购服务提供商提供的数据,为消费者开发了最大化使用订购服务的方法--我们将优化方法与现成的启发式方法进行了比较和对比。
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引用次数: 0
Hospitality revenue management research 酒店收入管理研究
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-06-04 DOI: 10.1057/s41272-024-00491-9
Ian Yeoman
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引用次数: 0
Group-constrained assortment optimization under the multinomial logit model 多二项Logit模型下的集团约束分类优化
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-27 DOI: 10.1057/s41272-024-00486-6
Julia Heger, Robert Klein

We study an assortment problem under the multinomial logit model with two new types of group constraints that are motivated by a joint project with the German car manufacturer BMW. Under group constraints, products are either attributed to exactly one group or to several groups at once and there is either a bound on the number of products offered per group or on the number of groups from which products are offered. We formulate both optimization problems as binary fractional linear program and provide reformulations that can be solved using state-of-the-art solvers. Finally, we conduct a numerical study and find that all instances of the products-per-group constrained problem as well as small to medium size instances of the number-of-offered-groups constrained problem can be solved within fractions of a second, whereas large instances of the latter problem might take some seconds to be solved.

我们通过与德国汽车制造商宝马公司的合作项目,研究了多项式 Logit 模型下的分类问题,该模型具有两种新型的组约束条件。在群体约束条件下,产品要么正好归属于一个群体,要么同时归属于多个群体;要么对每个群体提供的产品数量有限制,要么对提供产品的群体数量有限制。我们将这两个优化问题都表述为二元分数线性方程组,并提供了可使用最先进求解器求解的重述。最后,我们进行了数值研究,发现每组产品数量受限问题的所有实例以及提供产品组数受限问题的中小型实例都能在几分之一秒内求解,而后者的大型实例可能需要几秒钟才能求解。
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引用次数: 0
What is the future of competitive revenue management in the travel industry? 旅游业竞争性收入管理的未来是什么?
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-25 DOI: 10.1057/s41272-024-00489-3
B. Vinod

Competitive Revenue Management has been practiced in the airline and hotel travel verticals for over two decades. Leveraging the selling fares and rates of competitors as input into the revenue management systems improves inventory control recommendations that is reflective of prevailing market conditions. Recently, several class action lawsuits have appeared against casino-hotel operators who use automated revenue management software to recommend the best available rates. This has attracted the attention of the Department of Justice and the Federal Trade Commission who are investigating anti-competitive practices of casino-hotel operators. While Competitive Revenue Management is an established business process in the travel industry, this brings up the issue of the future of this revenue management practice in travel.

二十多年来,航空公司和酒店旅游业一直在实行竞争性收益管理。利用竞争对手的销售票价和费率作为收益管理系统的输入,可以改进库存控制建议,从而反映当前的市场状况。最近,出现了几起针对赌场酒店经营者的集体诉讼,这些经营者使用自动收益管理软件推荐最佳房价。这引起了司法部和联邦贸易委员会的注意,他们正在调查赌场酒店运营商的反竞争行为。虽然竞争性收益管理在旅游业中已经是一个成熟的业务流程,但这也带来了旅游业收益管理实践的未来问题。
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引用次数: 0
Optimal pricing decision and capacity allocation of opaque selling in airline revenue management 航空公司收益管理中不透明销售的最优定价决策和运力分配
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-10 DOI: 10.1057/s41272-024-00483-9
Ben Li, Xiaolong Guo, Liang Liang

This paper studies the opaque selling strategy for a parallel-flight airline based on a newsvendor model with stochastic demand. The optimal pricing decision and capacity allocation policy are obtained and analyzed subject to necessary assumptions. There is a relationship between the optimal allocated capacities of these flights, and the airline can adjust its capacity allocation decisions according to this relationship. In addition, the airline is suggested to allocate more capacity for opaque seats if the demand variance is high or the difference in consumer’s preferences between flights is small; meanwhile, a lower price for opaque seats will be provided when the variance is high or the difference is large. Numerical experiments are presented to show the effectiveness of the opaque selling strategy, and the results indicate that this strategy brings a 1.09% revenue increment on average compared to the conventional strategy.

本文基于随机需求的新闻供应商模型,研究了平行航班航空公司的不透明销售策略。在必要的假设条件下,得到并分析了最优定价决策和运力分配政策。这些航班的最优运力分配之间存在某种关系,航空公司可根据这种关系调整其运力分配决策。此外,如果需求差异较大或消费者对航班的偏好差异较小,建议航空公司为不透明座位分配更多的运力;同时,当差异较大或差异较大时,将为不透明座位提供较低的价格。数值实验显示了不透明销售策略的有效性,结果表明,与传统策略相比,该策略平均能带来 1.09% 的收益增长。
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引用次数: 0
Correction to: Enhancing robustness to forecast errors in availability control for airline revenue management 更正:增强航空公司收益管理可用性控制对预测误差的稳健性
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-04 DOI: 10.1057/s41272-024-00487-5
Tiago Gonçalves, Bernardo Almada-Lobo
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引用次数: 0
How to effectively present “book now, pay later”: the effects of appeal type, temporal distance, and traveler type on attitudes and purchase intentions 如何有效展示 "现在预订,稍后付款":诉求类型、时间距离和旅行者类型对态度和购买意向的影响
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-02 DOI: 10.1057/s41272-024-00485-7
Yisak Jang, Yan Cao

In today’s hotel industry, increasingly more hotels offer additional options on their booking websites, such as “book now, pay later.” Despite the prevalence of this phenomenon, methods to present this option more effectively have received limited attention. Using a 2 × 2 × 2 experimental design, this research examines how appeal type (attribute versus benefit appeals) and temporal distance (i.e., time of booking) jointly influence evaluations of the “pay later” option; it also investigates whether the joint effect has a boundary condition. The results demonstrated that leisure travelers planning a trip in the near future had more positive attitudes and greater purchase intentions when the “pay later” option was presented via an attribute appeal rather than a benefit appeal. However, leisure travelers planning a trip in the distant future did not exhibit such differences in attitudes and purchase intentions. Furthermore, this research revealed that the joint effect of appeal type and temporal distance was evident only for leisure travelers but not for business travelers.

在当今的酒店业,越来越多的酒店在其预订网站上提供额外选项,如 "现在预订,稍后付款"。尽管这种现象很普遍,但如何更有效地提供这种选择却很少受到关注。本研究采用 2 × 2 × 2 实验设计,考察了诉求类型(属性诉求与利益诉求)和时间距离(即预订时间)如何共同影响对 "稍后付款 "选项的评价;本研究还考察了联合效应是否具有边界条件。结果表明,当 "稍后付款 "选项通过属性诉求而非利益诉求呈现时,计划在近期内旅行的休闲旅行者会有更积极的态度和更高的购买意愿。然而,计划远期旅行的休闲旅行者在态度和购买意向上并没有表现出这种差异。此外,这项研究还发现,只有休闲旅行者才会受到吸引力类型和时间距离的共同影响,而商务旅行者则不会。
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引用次数: 0
Strategic levers of revenue management: a three-dimensional model to categorize industries 收益管理的战略杠杆:行业分类的三维模型
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-02 DOI: 10.1057/s41272-024-00484-8
Henri Kuokkanen

Strategic levers play a fundamental role in revenue management (RM). Earlier research has established price, time, and space as the three levers businesses can wield to optimize performance, but a synthesis of all three is missing. This article presents a three-dimensional model of revenue management levers that categorizes industries in eight octants, visualized as the cube of RM levers. The cube sharpens RM theory and helps companies to identify new opportunities for revenue optimization through comparison with other businesses within their octant. Similarly, it facilitates evaluating possibilities of moving to another octant. Finally, the cube can also assist businesses new to RM to apply strategic levers, address RM collaboration challenges in tourism destinations, and contribute to education in the field.

战略杠杆在收益管理(RM)中发挥着根本性的作用。早先的研究已将价格、时间和空间确定为企业优化业绩的三大杠杆,但还缺少对这三大杠杆的综合分析。本文提出了一个收益管理杠杆的三维模型,将各行业分为八个八面体,可视化为收益管理杠杆立方体。这个立方体使收入管理理论更加清晰,并帮助企业通过与本八度内的其他企业进行比较,发现收入优化的新机遇。同样,它也有助于评估向另一个八度空间转移的可能性。最后,该立方体还可以帮助刚刚接触经营管理的企业应用战略杠杆,应对旅游目的地经营管理合作方面的挑战,并为该领域的教育做出贡献。
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引用次数: 0
Quantity surcharge, competition and package size: evidence from India 数量附加费、竞争和包装规模:来自印度的证据
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-05-02 DOI: 10.1057/s41272-024-00482-w
Dhruv Goel, Anushka Goyal, Ishaan Sand

We investigate the influence of market competition heterogeneity across package sizes on a firm’s pricing strategy. We focus on the transition from quantity discounts (common practice) to quantity surcharges (charging more for larger packages) and hypothesise that firms adopt surcharges when competition is significantly higher in the smaller-package market. Using a survey of 38 grocery stores, we find that the adoption of surcharges rises alongside substantial disparities in competition between sizes, as measured by brand availability. We posit that varying demand elasticities between pack sizes, driven by heterogeneous consumer preferences, may underpin this competition divergence and subsequent pricing strategy shifts. Our findings contribute to the understanding of pricing dynamics under asymmetric competition and offer insights for firms navigating competitive landscapes across product formats.

我们研究了不同包装尺寸的市场竞争异质性对企业定价策略的影响。我们将重点放在从数量折扣(常见做法)向数量附加费(对大包装收取更多费用)的过渡上,并假设当小包装市场竞争明显加剧时,企业会采用附加费。通过对 38 家杂货店的调查,我们发现,在采用附加费的同时,以品牌供应量为衡量标准的大小包装之间的竞争也出现了巨大差异。我们认为,在异质消费者偏好的驱动下,不同规格包装之间的需求弹性各不相同,这可能是这种竞争差异和随后定价策略转变的基础。我们的研究结果有助于人们理解非对称竞争下的定价动态,并为企业驾驭跨产品规格的竞争格局提供启示。
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引用次数: 0
Granger causality networks of price leadership in the retail tea market of Argentina 阿根廷茶叶零售市场价格领导力的格兰杰因果关系网络
IF 1.6 Q2 Economics, Econometrics and Finance Pub Date : 2024-04-09 DOI: 10.1057/s41272-024-00480-y
Juan M. C. Larrosa, Emiliano M. Gutiérrez, Juan I. Uriarte, Gonzalo R. Ramírez Muñoz de Toro

Recently, price leadership in supermarkets has become a subject of extensive research. In our study, we utilize the Generalized Seaton–Waterson (GSW) method, but with a unique approach based on Granger causality networks. As it naturally captures statistically significant price variation sequences, the multiple interactions observed by a network present dimensions hardly observed when studying pairwise relations. Our investigation centers on retail tea product data from three stores in Argentina. The results highlight numerous significant leader–follower relationships, primarily associated with Black tea options and brand interactions. We distinguish two main brands in the market as segment leaders. This insight sheds light on the dynamics of price leadership within the retail tea market and provides valuable information for market participants and researchers alike.

近来,超市的价格领导力已成为广泛研究的主题。在我们的研究中,我们使用了广义 Seaton-Waterson(GSW)方法,但采用了一种基于格兰杰因果关系网络的独特方法。由于它能自然地捕捉到具有统计意义的价格变化序列,网络所观察到的多重交互作用在研究配对关系时很难观察到。我们的研究以阿根廷三家商店的零售茶叶产品数据为中心。结果凸显了许多重要的领导者-追随者关系,主要与红茶选择和品牌互动有关。我们将市场上的两个主要品牌区分为细分市场的领导者。这一洞察力揭示了茶叶零售市场中的价格领导动态,为市场参与者和研究人员提供了有价值的信息。
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Journal of Revenue and Pricing Management
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