TY - JOUR
T1 - Developing new forecasting accuracy measure considering Product's shelf life
T2 - Effect on availability and waste
AU - Møller Christensen, Flemming Max
AU - Solheim-Bojer, Casper
AU - Dukovska-Popovska, Iskra
AU - Steger-Jensen, Kenn
N1 - Funding Information:
This work was supported by Innovation Fund Denmark and participating wholesaler under Grant-ID 5189-00197AB from 2016.
Publisher Copyright:
© 2020 Elsevier Ltd
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2021/3/15
Y1 - 2021/3/15
N2 - The purpose of this study is to propose a measure for evaluating forecast accuracy that incorporates the asymmetrical impact of fresh food products’ (FFPs) shelf-life. The proposed measure is compared against traditional forecast accuracy measures in terms of the effect on availability (i.e. fill-rate), inventory building (i.e. freshness) and FFP expiration (i.e. waste). A case study of one of Denmark's largest grocery wholesalers was used to identify the asymmetrical impact of over-/under-forecasting for 17 FFPs, followed by a simulation to investigate the effect of using the proposed measure. Findings show that including the shelf-life and the asymmetrical impact of over-forecasting with/without price reduction gives marginally lower fill-rate but an improved freshness of FFPs and a lower inventory level. This study adds to current literature on forecast accuracy measures by focusing on forecasts used for inventory control of short shelf-life FFPs, where ensuring a high level of freshness and a low level of waste is critical.
AB - The purpose of this study is to propose a measure for evaluating forecast accuracy that incorporates the asymmetrical impact of fresh food products’ (FFPs) shelf-life. The proposed measure is compared against traditional forecast accuracy measures in terms of the effect on availability (i.e. fill-rate), inventory building (i.e. freshness) and FFP expiration (i.e. waste). A case study of one of Denmark's largest grocery wholesalers was used to identify the asymmetrical impact of over-/under-forecasting for 17 FFPs, followed by a simulation to investigate the effect of using the proposed measure. Findings show that including the shelf-life and the asymmetrical impact of over-forecasting with/without price reduction gives marginally lower fill-rate but an improved freshness of FFPs and a lower inventory level. This study adds to current literature on forecast accuracy measures by focusing on forecasts used for inventory control of short shelf-life FFPs, where ensuring a high level of freshness and a low level of waste is critical.
KW - Asymmetric loss
KW - Food waste
KW - Forecasting accuracy
KW - Perishable products
KW - Shelf-life
UR - http://www.scopus.com/inward/record.url?scp=85098583001&partnerID=8YFLogxK
U2 - 10.1016/j.jclepro.2020.125594
DO - 10.1016/j.jclepro.2020.125594
M3 - Journal article
AN - SCOPUS:85098583001
VL - 288
JO - Journal of Cleaner Production
JF - Journal of Cleaner Production
SN - 0959-6526
M1 - 125594
ER -