Forecasting in supply chain companies: Should you trust your judgment?

Forecasting in supply chain companies: Should you trust your judgment?

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Article ID: iaor20116844
Volume: 24
Issue: 3
Start Page Number: 159
End Page Number: 167
Publication Date: Sep 2011
Journal: OR Insight
Authors: ,
Keywords: time series & forecasting methods, demand
Abstract:

The details of a study of demand forecasting in four supply chain‐based companies are reported. We found that statistical forecasts obtained from expensive software are frequently adjusted using management judgment. Most of these adjustments were small and these often reduced accuracy and wasted management time. However, large adjustments, made for important reasons, tended to improve accuracy. There was also a tendency for the adjustments to lead to over‐optimistic forecasts of demand.

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