A case of food supply chain management with AHP, DEMATEL, and TOPSIS
The bullwhip effect leads to considerable inefficiencies along the food supply chain such as missed production schedules, poor customer service, excessive inventory, and misguided capacity plans. To tackle this problem, it is necessary, apart from other interventions, to continuously monitor the per...
- Autores:
-
Ortiz Barrios, Miguel Angel
Miranda‐De la Hoz, Carlos
Meza López, Pedro
Petrillo, Antonella
De Felice, Fabio
- Tipo de recurso:
- http://purl.org/coar/resource_type/c_816b
- Fecha de publicación:
- 2019
- Institución:
- Corporación Universidad de la Costa
- Repositorio:
- REDICUC - Repositorio CUC
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.cuc.edu.co:11323/6179
- Acceso en línea:
- https://hdl.handle.net/11323/6179
https://repositorio.cuc.edu.co/
- Palabra clave:
- AHP
Bullwhip effect
DEMATEL
Food industry
Multicriteria decision‐making (MCDM)
TOPSIS
- Rights
- openAccess
- License
- CC0 1.0 Universal
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|
dc.title.spa.fl_str_mv |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
title |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
spellingShingle |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS AHP Bullwhip effect DEMATEL Food industry Multicriteria decision‐making (MCDM) TOPSIS |
title_short |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
title_full |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
title_fullStr |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
title_full_unstemmed |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
title_sort |
A case of food supply chain management with AHP, DEMATEL, and TOPSIS |
dc.creator.fl_str_mv |
Ortiz Barrios, Miguel Angel Miranda‐De la Hoz, Carlos Meza López, Pedro Petrillo, Antonella De Felice, Fabio |
dc.contributor.author.spa.fl_str_mv |
Ortiz Barrios, Miguel Angel Miranda‐De la Hoz, Carlos Meza López, Pedro Petrillo, Antonella De Felice, Fabio |
dc.subject.spa.fl_str_mv |
AHP Bullwhip effect DEMATEL Food industry Multicriteria decision‐making (MCDM) TOPSIS |
topic |
AHP Bullwhip effect DEMATEL Food industry Multicriteria decision‐making (MCDM) TOPSIS |
description |
The bullwhip effect leads to considerable inefficiencies along the food supply chain such as missed production schedules, poor customer service, excessive inventory, and misguided capacity plans. To tackle this problem, it is necessary, apart from other interventions, to continuously monitor the performance of food suppliers so that the demand information flow, order batching, transportation planning, and inventory management can be substantially improved. Therefore, supplier assessment has then become critical decision‐making support for identifying and addressing inefficiencies of food providers, which ends up reducing the variation of several key logistics parameters for upstream members of the food supply chain. In addition, such assessment is of multicriteria nature given the presence of several criteria from different domains and various food suppliers. With these considerations in mind, this paper proposes a hybrid approach integrating the analytic hierarchy process (AHP), decision‐making trial and evaluation laboratory (DEMATEL), and the technique for order of preference by similarity to ideal solution (TOPSIS) for evaluating the performance of pork suppliers. Thereby, the economic and operational burden caused by the bullwhip effect throughout the pork supply chain can be alleviated. AHP was first used to determine the criteria and subcriteria weights. Then DEMATEL was applied to assess the interdependence and feedback between the decision elements. Finally, TOPSIS was implemented to discriminate between high‐performance and low‐performance pork suppliers. A case study from the Colombian pork supply chain is presented to validate the proposed approach. The results of this study evidenced that the most important criterion was the “service level” and the most influencing factor was the “financial profile.” In addition, based on the supplier assessment results, improvement plans, and new negotiation, strategies were established for each supplier in order to diminish the bullwhip effect along the pork supply chain. |
publishDate |
2019 |
dc.date.issued.none.fl_str_mv |
2019-08-27 |
dc.date.accessioned.none.fl_str_mv |
2020-04-14T20:30:01Z |
dc.date.available.none.fl_str_mv |
2020-04-14T20:30:01Z |
dc.type.spa.fl_str_mv |
Pre-Publicación |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_816b |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/preprint |
dc.type.redcol.spa.fl_str_mv |
http://purl.org/redcol/resource_type/ARTOTR |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/acceptedVersion |
format |
http://purl.org/coar/resource_type/c_816b |
status_str |
acceptedVersion |
dc.identifier.uri.spa.fl_str_mv |
https://hdl.handle.net/11323/6179 |
dc.identifier.instname.spa.fl_str_mv |
Corporación Universidad de la Costa |
dc.identifier.reponame.spa.fl_str_mv |
REDICUC - Repositorio CUC |
dc.identifier.repourl.spa.fl_str_mv |
https://repositorio.cuc.edu.co/ |
url |
https://hdl.handle.net/11323/6179 https://repositorio.cuc.edu.co/ |
identifier_str_mv |
Corporación Universidad de la Costa REDICUC - Repositorio CUC |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.rights.spa.fl_str_mv |
CC0 1.0 Universal |
dc.rights.uri.spa.fl_str_mv |
http://creativecommons.org/publicdomain/zero/1.0/ |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
dc.rights.coar.spa.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
rights_invalid_str_mv |
CC0 1.0 Universal http://creativecommons.org/publicdomain/zero/1.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
dc.publisher.spa.fl_str_mv |
Universidad de la Costa |
institution |
Corporación Universidad de la Costa |
bitstream.url.fl_str_mv |
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Ortiz Barrios, Miguel AngelMiranda‐De la Hoz, CarlosMeza López, PedroPetrillo, AntonellaDe Felice, Fabio2020-04-14T20:30:01Z2020-04-14T20:30:01Z2019-08-27https://hdl.handle.net/11323/6179Corporación Universidad de la CostaREDICUC - Repositorio CUChttps://repositorio.cuc.edu.co/The bullwhip effect leads to considerable inefficiencies along the food supply chain such as missed production schedules, poor customer service, excessive inventory, and misguided capacity plans. To tackle this problem, it is necessary, apart from other interventions, to continuously monitor the performance of food suppliers so that the demand information flow, order batching, transportation planning, and inventory management can be substantially improved. Therefore, supplier assessment has then become critical decision‐making support for identifying and addressing inefficiencies of food providers, which ends up reducing the variation of several key logistics parameters for upstream members of the food supply chain. In addition, such assessment is of multicriteria nature given the presence of several criteria from different domains and various food suppliers. With these considerations in mind, this paper proposes a hybrid approach integrating the analytic hierarchy process (AHP), decision‐making trial and evaluation laboratory (DEMATEL), and the technique for order of preference by similarity to ideal solution (TOPSIS) for evaluating the performance of pork suppliers. Thereby, the economic and operational burden caused by the bullwhip effect throughout the pork supply chain can be alleviated. AHP was first used to determine the criteria and subcriteria weights. Then DEMATEL was applied to assess the interdependence and feedback between the decision elements. Finally, TOPSIS was implemented to discriminate between high‐performance and low‐performance pork suppliers. A case study from the Colombian pork supply chain is presented to validate the proposed approach. The results of this study evidenced that the most important criterion was the “service level” and the most influencing factor was the “financial profile.” In addition, based on the supplier assessment results, improvement plans, and new negotiation, strategies were established for each supplier in order to diminish the bullwhip effect along the pork supply chain.Ortiz Barrios, Miguel-will be generated-orcid-0000-0001-6890-7547-600Miranda‐De la Hoz, CarlosMeza López, Pedro-will be generated-orcid-0000-0003-4963-0874-600Petrillo, AntonellaDe Felice, Fabio-will be generated-orcid-0000-0002-2138-2103-600engUniversidad de la CostaCC0 1.0 Universalhttp://creativecommons.org/publicdomain/zero/1.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2AHPBullwhip effectDEMATELFood industryMulticriteria decision‐making (MCDM)TOPSISA case of food supply chain management with AHP, DEMATEL, and TOPSISPre-Publicaciónhttp://purl.org/coar/resource_type/c_816bTextinfo:eu-repo/semantics/preprinthttp://purl.org/redcol/resource_type/ARTOTRinfo:eu-repo/semantics/acceptedVersionPublicationORIGINALA case of food supply chain management with AHP, DEMATEL, and TOPSIS.pdfA case of food supply chain management with AHP, DEMATEL, and TOPSIS.pdfapplication/pdf149926https://repositorio.cuc.edu.co/bitstreams/fcead010-a955-4bb8-a47b-6302b9bd25fe/download199ef63a3fc3077c60a0c84eb61c0d95MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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