相互关联风险下的采购决策:均值-方差偏好方法的应用

Sourcing decision under interconnected risks: an application of mean–variance preferences approach

Annals of Operations Research · 2022
被引 8
ABS 3

中文导读

研究了风险规避型决策者在相互关联的供应链风险(供应、需求和背景风险)下如何优化采购决策,通过均值-方差偏好框架分析风险相关性对投入选择的影响,并以印度仿制药企业为例。

Abstract

Abstract Supply chains are customarily associated with multiple interconnected risks originated from supply side, demand side, or from the unanticipated background uncertainties faced by a firm. Also, effective functioning of supply chain hinges on sourcing decisions of inputs (raw materials). Therefore, there is a striking need to analyse the risk preference of the decision maker while going for optimal sourcing decision under varying degree of interconnected supply chain risks. This study addresses this issue by analysing the comparative static effects under interconnected supply chain risks for a risk averse decision-maker, manufacturing and selling products in a regulated market under perfect competition. The decision-maker faces not only supply-side risk (due to random input material prices) but also interconnected risks arising out of background risk (setup costs risk) and demand-side risk (output prices risk). With preferences defined over the mean and standard deviation of the uncertain final profit, this study illustrates the effects of the changes in the pairwise correlations between the three above mentioned risks on the optimum input choice of the manufacturer. To contextualise this study, an India-based generic drug manufacturer cum seller has been considered as a case in the parametric example of our model. Adaptation of the mean–variance framework helps obtaining all the results in terms of the relative trade-off between risk and return, with simple yet intuitive interpretations.

供应链管理风险管理采购决策均值-方差分析运营管理