The Benefits of Delay to Online Decision Making
Published Online:6 Aug 2025https://doi.org/10.1287/mnsc.2023.00549
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The replication files for this article are available HERE.
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- Management Science, Vol. 72, No. 5
- 17 March 2026 | Service Science, Vol. 0, No. 0
- 9 September 2025 | Manufacturing & Service Operations Management, Vol. 28, No. 1
- 1 December 2025 | MIS Quarterly, Vol. 49, No. 4
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Volume 72, Issue 4
April 2026
Pages 2681-3628, iv-vi
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- Received:February 18, 2023
- Accepted:November 17, 2024
- Published Online:August 06, 2025
Copyright © 2025, INFORMS
Cite as
Yaqi Xie, Will Ma, Linwei Xin (2025) The Benefits of Delay to Online Decision Making. Management Science 72(4):2826-2841.
https://doi.org/10.1287/mnsc.2023.00549
Keywords
The authors thank the anonymous review team for their countless comments that led to additional results and improved the presentation of this paper. The authors also thank Mengzi Amy Guo for highlighting the application of mentor–mentee pairing among Amazon research scientists and for her dedicated efforts in testing their delayed Bayesian prophet algorithm during her summer internship.
