Consider a series of companies in a supply chain, each of whom orders
from its immediate upstream member. In this setting, inbound orders fr
om a downstream member serve as a valuable informational input to upst
ream production and inventory decisions. This paper claims that the in
formation transferred in the form of ''orders'' tends to be distorted
and can misguide upstream members in their inventory and production de
cisions. In particular, the variance of orders may be larger than that
of sales, and the distortion tends to increase as one moves upstream-
a phenomenon termed ''bullwhip effect.'' This paper analyzes four sour
ces of the bullwhip effect: demand signal processing, rationing game,
order batching, and price variations. Actions that can be taken to mit
igate the detrimental impact of this distortion are also discussed.