反向拉动:供应链决策中供需不确定性的联合考虑

IF 11.2 2区 管理学 Q1 MANAGEMENT
Elliot Bendoly, Ken Boyer, Nate Craig, Somak Paul
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引用次数: 7

摘要

由于下游(需求)和上游(供应)的不确定性,供应链库存管理决策变得复杂。先前的研究表明,每种不确定性都会导致特定的决策偏差。需求的不确定性导致了一种拉向中心偏差,在这种偏差中,订单会偏离预期需求方向的最优订购决策。供应的不确定性导致了多样化偏差,库存管理人员倾向于从多个供应商处采购,即使单一采购是最优的。我们的研究采用受控的实验室实验来研究两种不确定性(即供应和需求的不确定性)同时存在时的这些偏差。我们的研究结果表明,供给和需求不确定性的存在对决策偏差的影响比单独的任何一种不确定性都更微妙。即使在没有供应不确定性的情况下,需求不确定性也会引起并影响多元化倾向。此外,供应的不确定性影响拉向中心偏差的大小。我们的研究表明,供应链学者和管理者需要进一步关注供需不确定性如何共同影响库存管理者的决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Pulled in opposite directions: A joint consideration of supply and demand uncertainty in supply chain decision-making

Pulled in opposite directions: A joint consideration of supply and demand uncertainty in supply chain decision-making

Supply chain inventory management decisions are complicated by the presence of both downstream (demand) and upstream (supply) uncertainties. Prior research shows that each type of uncertainty leads to specific decision biases. Demand uncertainty induces a pull-to-center bias, wherein orders are drawn away from the optimal ordering decision in the direction of expected demand. Supply uncertainty elicits a diversification bias, wherein inventory managers tend to source from multiple suppliers, even when sole sourcing is optimal. Our research employs a controlled laboratory experiment to study these biases when both types of uncertainty—that is, supply and demand uncertainty—are present. Our results show that the presence of both supply and demand uncertainty has a more nuanced effect on decision biases than does either type of uncertainty alone. Demand uncertainty can elicit and influence the diversification bias, even in the absence of supply uncertainty. Moreover, supply uncertainty affects the magnitude of the pull-to-center bias. Our work reveals the need for further attention from supply chain academics and managers on how supply and demand uncertainty jointly affect inventory managers’ decisions.

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来源期刊
CiteScore
14.40
自引率
14.60%
发文量
34
期刊介绍: Supply chain management and logistics processes play a crucial role in the success of businesses, both in terms of operations, strategy, and finances. To gain a deep understanding of these processes, it is essential to explore academic literature such as The Journal of Business Logistics. This journal serves as a scholarly platform for sharing original ideas, research findings, and effective strategies in the field of logistics and supply chain management. By providing innovative insights and research-driven knowledge, it equips organizations with the necessary tools to navigate the ever-changing business environment.
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