- Cited by
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- Tinglong Dai,
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- Narendra Agrawal,
- Gad Allon,
- Robert N. Boute,
- Gérard P. Cachon,
- Zhe Chen,
- Morris Cohen,
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- Vinayak Deshpande,
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- Jan C. Fransoo,
- Joren Gijsbrechts,
- Pavithra Harsha,
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- Pınar Keskinocak,
- Caleb Kwon,
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- Jason Miller,
- Serguei Netessine,
- Tava Lennon Olsen,
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- Robert Peels,
- Yongzhi Qi,
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- Anne Robinson,
- Zuo-Jun Max Shen,
- Masha Shunko,
- David Simchi-Levi,
- Hannah Smalley,
- Jing-Sheng Song,
- Jayashankar M. Swaminathan,
- Christopher Tang,
- Sridhar Tayur,
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- Yuqian Xu,
- Dennis Zhang
26 March 2026 | Manufacturing & Service Operations Management, Vol. 28, No. 3- 7 May 2026 | Applied Sciences, Vol. 16, No. 10

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- Received:November 16, 2024
- Accepted:December 25, 2025
- Published Online:February 09, 2026
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The authors extend their gratitude to several colleagues at Instacart for their valuable discussions and support for this research project. The authors are also grateful to the Department Editor, the Associate Editor, and the anonymous referees for being very hands-on and for providing comprehensive and thoughtful suggestions, which significantly improved both the quality of the paper and its exposition. The authors thank Instacart (Maplebear Inc.) for providing the data and platform access necessary to conduct this field experiment. Benjamin Knight is an employee of Maplebear Inc. The views expressed in this paper are those of the authors and do not necessarily reflect the official policy or position of Maplebear Inc.
