The design features of forecasting support systems and their effectiveness

被引:79
作者
Fildes, Robert [1 ]
Goodwin, Paul
Lawrence, Michael
机构
[1] Univ Lancaster, Sch Management, Dept Management Sci, Lancaster LA1 4YX, England
[2] Univ Bath, Sch Management, Bath BA2 7AY, Avon, England
[3] Univ New S Wales, Sch Informat Syst, Sydney, NSW 2052, Australia
基金
英国工程与自然科学研究理事会;
关键词
decision support systems; forecasting support systems; combining statistical methods and judgment; user participation; supply chain;
D O I
10.1016/j.dss.2005.01.003
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Forecasts play a key role in the management of the supply chain. In most organisations such forecasts form part of an information system on which other functions, such as scheduling, resource planning and marketing depend. Forecast accuracy is, therefore, an important component in the delivery of an effective supply chain. Typically, the forecasts are produced by integrating managerial judgment with quantitative forecasts within a forecasting support system (FSS). However, there is much evidence that this integration is often carried out poorly with deleterious effects on accuracy. This study integrates the literatures on forecasting and decision support to explain the causes of the problem and to identify design features of FSSs that might help to ameliorate it. It is also argued that, by studying the supply chain forecasting task, DSS researchers could learn much about decision support in general and also make a significant contribution to the improvement of forecasting practice. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:351 / 361
页数:11
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