Effects of time aggregation, product aggregation, and seasonality in measuring bullwhip ratio

Hau Mike Ma, Jiazhen Huo, Yongrui Duan

The bullwhip study has received a lot of attention in the literature, but with conflicting results, especially in the context of data aggregation. In this paper, we investigate thr…