The bullwhip effect describes the tendency for the variance of orders in supply chains to increase as one moves upstream from consumer demand. Previous research attributes this phenomenon to both operational and behavioral causes. We report on a set of laboratory experiments with a serial supply chain, using the Beer Distribution Game. The experimental conditions eliminate all operational cause...

Recent years have witnessed a rapid growth of interest in the study of the dynamic behavior of replenishment rules of Bullwhip Effect. We prove that Bullwhip Effect and butterfly effect share a same the self-oscillation amplifying mechanism that is the ordering decisions the supplier self-oscillation amplify the perturbations brought by the errors in the processing of retailers’ demand informat...

The bullwhip effect describes the tendency for the variance of orders in supply chains to increase as one moves upstream from consumer demand. Previous research attributes this phenomenon to both operational and behavioral causes. We report on a set of laboratory experiments with a serial supply chain, using the Beer Distribution Game. The experimental conditions eliminate all operational cause...

The bullwhip effect is defined as the distortion of demand information as one moves upstream in the supply chain, causing severe inefficiencies in the whole supply chain. Although extensive research has been conducted to study the causes of the bullwhip effect and seek mitigation solutions with respect to several demand processes, less attention has been devoted to the ...

The bullwhip effect one of the most studied phenomenon in forward supply chains is also growing interest from the academia to be studied in closed loop supply chains. This paper aims to compare the bullwhip effect causes and factors in forward supply chains with those for closed loop supply chains. The methodology used was a systematic literature review of the papers that were published in acad...

The bullwhip effect means that demand variability increases as one moves up the supply chain. In the following article the bullwhip effect is quantified for each part of the supply chain which is presupposed to consist of a producer, a wholesaler, a retailer, and a consumer. After considering the causes of the bullwhip effect, it will be shown with the help of a nonlinear optimization model to ...

In our previous experiments of a supply chain using Beer Game, we found a counterexample for the bullwhip effect such that inventory level of the upstream firm is not always larger than that of the downstream firm even in the environment that the number of firms is many and the length of delay is longer. In this paper, we propose several quantitative definitions of the bullwhip effect and re-es...

Inventory control policies have been recognized as a contributory factor to the bullwhip effect and inventory instability. Previous studies have indicated that there is a trade-off between bullwhip effect and inventory performance where the bullwhip effect reduction might increase inventory instability. Therefore, there is a need for inventory control policies that can cope with supply chain dy...

With supply chains becoming increasingly global, the issue of bullwhip effect, a phenomenon attributable to demand fluctuation in the upstream section of the supply chains, has received greater attention from many researchers. However, most existing research studies on quantifying the bullwhip effect were conducted under the first-order autoregressive [AR(1)] incoming demand process or its vari...

supply chain management is one of the main factors of successful organization. one of the important causes of its’ ineffectiveness is “bullwhip effect”. most of previous studies were about its’ effect on one-product and two-echelon chains. in this paper, the authors try to study bullwhip effect on two and three-echelon chains which includes more than one product according to some assumptions. t...