The bullwhip effect: Progress, trends and directions.

•Bullwhip research is categorised into empirical, experimental, and analytical approaches•Assumptions and validity of bullwhip models are examined•Typical elements, demand, forecasts, delays, policies and coordination are identified•We highlight emerging trends and future bullwhip research opportunities