Evaluating pricing strategies for premium delivery time windows

IF 2.1 Q2 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
Charlotte Köhler , Jan Fabian Ehmke , Ann Melissa Campbell , Catherine Cleophas
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引用次数: 0

Abstract

In the challenging environment of attended home deliveries, pricing delivery options can play a crucial role to ensure profitability and service quality of retailers. To differentiate between standard and premium delivery options, many retailers include time windows of various lengths and fees within their offer sets. Even though customers prefer short delivery time windows, longer time windows can help maintaining flexibility and profitability for the retailer. We classify pricing strategies along two dimensions: static versus dynamic price setting and whether an offer set can include one or multiple price points. For static pricing, we implement price configurations that reflect current business practice. For the dynamic pricing, we adapt routing mechanisms that consider the flexibility within the underlying route plan during the booking process and set delivery fees accordingly. To evaluate the pricing strategies under plausibly realistic conditions, we model customer behavior through a nested logit model. This model represents customer choice as sequential decisions between premium and standard time windows. We perform a computational study considering realistic travel and demand data to investigate the effectiveness of static and dynamic time window pricing. Finally, we offer managerial insights and an outlook into applying strategic analysis to decide on price setting strategies.

评估优质交付时间窗口的定价策略
在送货上门的挑战环境下,定价送货选项可以发挥至关重要的作用,以确保零售商的盈利能力和服务质量。为了区分标准配送和高级配送选项,许多零售商在其提供的服务中包含了不同长度和费用的时间窗口。尽管顾客喜欢短的交货时间窗口,但较长的交货时间窗口可以帮助零售商保持灵活性和盈利能力。我们根据两个维度对定价策略进行分类:静态与动态价格设置,以及一个报价集是否可以包含一个或多个价格点。对于静态定价,我们实现反映当前业务实践的价格配置。对于动态定价,我们调整了路由机制,在预订过程中考虑底层路线计划的灵活性,并相应地设置送货费用。为了在看似现实的条件下评估定价策略,我们通过嵌套的logit模型对客户行为进行建模。该模型将客户选择表示为溢价时间窗口和标准时间窗口之间的顺序决策。本文通过计算研究,考虑了真实的出行和需求数据,探讨了静态和动态时间窗定价的有效性。最后,我们提供管理的见解和前景应用战略分析来决定价格制定策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.60
自引率
0.00%
发文量
24
审稿时长
129 days
期刊介绍: The EURO Journal on Transportation and Logistics promotes the use of mathematics in general, and operations research in particular, in the context of transportation and logistics. It is a forum for the presentation of original mathematical models, methodologies and computational results, focussing on advanced applications in transportation and logistics. The journal publishes two types of document: (i) research articles and (ii) tutorials. A research article presents original methodological contributions to the field (e.g. new mathematical models, new algorithms, new simulation techniques). A tutorial provides an introduction to an advanced topic, designed to ease the use of the relevant methodology by researchers and practitioners.
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