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即时配送平台与餐厅销售额

On-Demand Delivery Platforms and Restaurant Sales
Management Science · 2025 · Zhuoxin Li、Gang Wang

中文摘要

餐厅日益依赖按需配送平台(如 DoorDash、Grubhub 和 Uber Eats)来触达顾客并完成外卖订单。尽管按需配送对消费者而言是一种有价值的选择,但餐厅与这些平台合作究竟是受益还是受损仍不清楚。本文考察平台配送渠道是否以及在多大程度上替代了餐厅自身的外卖/堂食渠道,以及对餐厅收入的净影响。实证分析表明,餐厅总体上从按需配送平台中受益——这些平台提高了餐厅的外卖总销售额,同时对顾客到店堂食产生了正向溢出效应。然而,平台效应存在显著异质性,取决于餐厅类型(独立餐厅与连锁餐厅)和顾客渠道类型(外卖与堂食)。对快餐连锁店的总体正向效应是独立餐厅的四倍。就外卖而言,配送平台替代了独立餐厅自身的外卖销售额,但与连锁餐厅自身的外卖销售额形成互补。就堂食而言,配送平台使独立餐厅和连锁餐厅的堂食到访量均以相近幅度增加。因此,配送平台对独立餐厅的价值主要来自堂食到访量的增加,而对连锁餐厅的价值主要来自外卖销售额的增益。此外,平台配送渠道促进了价格竞争,减少了独立餐厅通过高端服务和堂食体验实现差异化的机会,这可能解释了为何独立餐厅从按需配送平台中获益较少。

Abstract

Restaurants are increasingly relying on on-demand delivery platforms (e.g., DoorDash, Grubhub, and Uber Eats) to reach customers and fulfill takeout orders. Although on-demand delivery is a valuable option for consumers, whether restaurants benefit from or are being hurt by partnering with these platforms remains unclear. This paper investigates whether and to what extent the platform delivery channel substitutes restaurants’ own takeout/dine-in channels and the net impact on restaurant revenue. Empirical analyses show that restaurants overall benefit from on-demand delivery platforms—these platforms increase restaurants’ total takeout sales while creating positive spillovers to customer dine-in visits. However, the platform effects are substantially heterogeneous, depending on the type of restaurants (independent versus chain) and the type of customer channels (takeout versus dine-in). The overall positive effect on fast-food chains is four times as large as that on independent restaurants. For takeout, delivery platforms substitute independent restaurants’ but complement chain restaurants’ own takeout sales. For dine-in, delivery platforms increase both independent and chain restaurants’ dine-in visits by a similar magnitude. Therefore, the value of delivery platforms to independent restaurants mostly comes from the increase in dine-in visits, whereas the value to chain restaurants primarily comes from the gain in takeout sales. Further, the platform delivery channel facilitates price competition and reduces the opportunity for independent restaurants to differentiate with premium services and dine-in experience, which may explain why independent restaurants do not benefit as much from on-demand delivery platforms.
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