The impact of stochastic lead times on the bullwhip effect under correlated demand and moving average forecasts

Zbigniew Michna, Stephen M. Disney, Peter Nielsen

We quantify the bullwhip effect (which measures how the variance in replenishment orders is amplified as the orders move up the supply chain) when random demands and random lead ti…