风险厌恶对信息共享价值抑制牛鞭效应的影响

Xiutian Shi, Houcai Shen
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引用次数: 2

摘要

我们用均值方差分析来描述牛鞭效应,并验证了信息在具有多个阶段的顺序供应链中的价值。给出了各阶段唯一的风险厌恶排序决策,并在合理的假设下证明了风险中立解是风险厌恶解的上界。采用考虑后的需求预测方法,规避风险的考虑不影响需求分布,而谨慎的订货量使利润方差减小。信息共享有利于决策者提高预期利润和填充率,同时控制牛鞭效应,不仅可以减少需求偏差,还可以保持风险规避情景下的安全因素。随着风险厌恶比或需求偏差的增加,信息共享的价值更加显著。
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The impact of risk aversion on the value of information sharing to dampening the bullwhip effect
We use mean-variance analysis to describe the bullwhip effect and verify the value of information in a sequential supply chain with multiple stages. We present the unique risk-averse ordering decision at each stage and then show that the risk-neutral solution is the upper bound of the risk-averse one with a reasonable assumption. Applying the considered demand forecasting approach, the risk-averse consideration do not affect the demand distribution, while the variance of profit is reduced due to the prudent order quantities. Information sharing benefits the decision makers in improving the expected profit and fill rate, while controlling the bullwhip effect, not only from reducing the demand deviation, but also from maintaining the safety factors in the risk-averse scenario. The value of information sharing is more significant as the risk-averse ratio or demand deviation increases.
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