Optimal fulfillment and replenishment for omnichannel retailers with standard shipping contracts

E-commerce sales rise exponentially and represent an increasing proportion of global retail. To benefit from this, traditional brick-and-mortar stores enter the e-commerce market and become omnichannel retailers. However, the profitability of omnichannel retailers remains questionable due to high shipment and fulfillment costs. This paper addresses this challenge, focusing on using standard shipping contracts as a potential solution. Such contracts promise delivery within a given number of periods. Once a customer orders, the retailer should set a delivery period. In this way, retailers are flexible in setting exact delivery days, providing an opportunity for jointly optimizing product replenishment and customer fulfillment. We provide a generic model for the use of standard shipping contracts and formulate it as a Markov decision process. We provide optimal solutions using a modified policy iteration algorithm. Our results show that using standard shipping contracts creates a win-win situation: It increases profits and customer service. The observed profit increase is directly linked to maintaining less on-hand inventory. This effect is more pronounced for higher valued products and longer replenishment lead times. Additionally, we propose a heuristic policy that performs within 4% of the optimal policy. • Model the joint replenishment and fulfillment decision of an omnichannel retailer. • Introducing and analyzing the value of standard shipping contracts. • Obtain optimal policies for periodic and continuous review. • Propose a heuristic with optimality gap between 1% and 4%. • Standard shipping contracts achieve higher service rates with lower costs.

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Publication Details

Journal
European Journal of Operational Research
Published
2024-12-06
DOI
https://doi.org/10.1016/j.ejor.2024.11.051
Citations
2
Primary Topic
Consumer Retail Behavior Studies
Type
article
Field-Weighted Citation Impact
0.88

Funders

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article

Optimal fulfillment and replenishment for omnichannel retailers with standard shipping contracts

Albert H. Schrotenboer, Zümbül Atan, Bartu Arslan
2 citations
European Journal of Operational Research
Consumer Retail Behavior Studies
0.88
article

Optimal fulfillment and replenishment for omnichannel retailers with standard shipping contracts

Albert H. Schrotenboer, Zümbül Atan, Bartu Arslan
article en
2 citations

Abstract

E-commerce sales rise exponentially and represent an increasing proportion of global retail. To benefit from this, traditional brick-and-mortar stores enter the e-commerce market and become omnichannel retailers. However, the profitability of omnichannel retailers remains questionable due to high shipment and fulfillment costs. This paper addresses this challenge, focusing on using standard shipping contracts as a potential solution. Such contracts promise delivery within a given number of periods. Once a customer orders, the retailer should set a delivery period. In this way, retailers are flexible in setting exact delivery days, providing an opportunity for jointly optimizing product replenishment and customer fulfillment. We provide a generic model for the use of standard shipping contracts and formulate it as a Markov decision process. We provide optimal solutions using a modified policy iteration algorithm. Our results show that using standard shipping contracts creates a win-win situation: It increases profits and customer service. The observed profit increase is directly linked to maintaining less on-hand inventory. This effect is more pronounced for higher valued products and longer replenishment lead times. Additionally, we propose a heuristic policy that performs within 4% of the optimal policy. • Model the joint replenishment and fulfillment decision of an omnichannel retailer. • Introducing and analyzing the value of standard shipping contracts. • Obtain optimal policies for periodic and continuous review. • Propose a heuristic with optimality gap between 1% and 4%. • Standard shipping contracts achieve higher service rates with lower costs.

European Journal of Operational ResearchVol. 323(2)
Eindhoven University of Technology (NL)
Technische Universiteit Eindhoven, Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Openalex Percentile: Top 18%
Consumer Retail Behavior Studies
0.88
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