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需求预测中的服务水平锚定:零售促销与产品易腐性的调节效应

Service-level anchoring in demand forecasting: The moderating impact of retail promotions and product perishability

International Journal of Forecasting · 2024
被引 4
ABS 3

中文导读

研究发现预测者常将服务水平要求错误地纳入需求预测,促销活动会加剧这种锚定偏差,而产品易腐性则无显著调节作用。

Abstract

The development of demand plans involves the integration of demand forecasts , service-level prerequisites, replenishment constraints, and revenue projections. However, empirical evidence has brought to light that forecasters often fail to distinguish between demand forecasts and demand plans. More specifically, forecasters frequently incorporate service-level requirements into their demand forecasts, even when explicitly instructed not to do so. This study endeavors to investigate the potential moderating impacts of product perishability and the presence of sales promotions on this phenomenon. Our findings reveal that sales promotions can meaningfully moderate the influence of service levels, since individuals tend to exhibit an elevated propensity for overforecasting during promotional periods when service levels are high. Surprisingly, no compelling evidence is found for the moderating effect of product perishability.

需求预测零售促销产品易腐性服务水平行为运营管理