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...

Full description

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
id RCUC2_5c865449824d2053506f3e495ccc8479
oai_identifier_str oai:repositorio.cuc.edu.co:11323/6179
network_acronym_str RCUC2
network_name_str REDICUC - Repositorio CUC
repository_id_str
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
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dc.type.version.spa.fl_str_mv info:eu-repo/semantics/acceptedVersion
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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
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eu_rights_str_mv openAccess
dc.publisher.spa.fl_str_mv Universidad de la Costa
institution Corporación Universidad de la Costa
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spelling 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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