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Two-Part Tariffs, Inventory Stockpiling, and the Bullwhip Effect

29th January 2025
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Authors: Qu, Zhan and Horst Raff (European Journal of Operational Research, 2023, 308 (1): 201–214)

We study how upstream producers can use two-part tariffs (2PTs) to dampen the bullwhip effect in storable-good supply chains subject to strategic inventory stockpiling by downstream buyers. 2PTs are useful for this purpose because they give upstream producers some control over buyers’ inventory stockpiling. Inventory stockpiling makes upstream production less sensitive to demand shocks, which reduces the variance of upstream production relative to the variance of downstream sales and thus dampens the bullwhip effect. Since too much inventory stockpiling reduces expected supply chain profits, there is a limit to how much stockpiling there should be, and thus to how much the bullwhip effect should optimally be dampened. We demonstrate that, when demand shocks are not too persistent, 2PTs outperform linear wholesale prices by generating greater expected supply chain profit while also eliminating the bullwhip effect. 2PTs may still help to reduce the bullwhip effect even if demand shocks are very persistent, but supply chains should generally accept a certain degree of bullwhip in this case.

Keywords: Inventory, Bullwhip effect, Two-part tariff, Supply chain, Demand uncertainty

DOI: 10.1016/j.ejor.2022.11.022


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  • Prof. Horst Raff, Ph.D.

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Cross-cultural differences in the perception of corporate social responsibility and consumer social responsibility along global supply chains
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Experimental studies of moral responsibility in global supply chains
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Modelling economic and social dimensions of global supply chains
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