Metodologias para seleção de fornecedores: uma revisão da literatura
Supplier selection methodologies: a literature review
Viana, Joana Coelho; Alencar, Luciana Hazin
http://dx.doi.org/10.1590/S0103-65132012005000067
Prod, vol.22, n4, p.625-636, 2012
Resumo
A crescente participação do fornecedor na perfomance geral da contratante tem tornado as organizações mais exigentes na escolha de seus contratados, o que ocasionou a incorporação de uma diversidade de critérios de avaliação ao processo decisório. A relevância e complexidade da decisão de contratação, por sua vez, têm incentivado a busca por novas ferramentas e técnicas de seleção de fornecedores. Nesse sentido, a presente pesquisa realizou uma revisão literária dos trabalhos desenvolvidos relacionados ao tema, na qual foram analisados artigos publicados entre os anos de 1998 e 2011. A partir dessa revisão foi possível identificar as tendências e lacunas da literatura recente, oferecendo aos interessados direcionamento para futuras aplicações e/ou aperfeiçoamentos.
Palavras-chave
Seleção de fornecedores. Processo decisório
Abstract
Driven by the increasing supplier’s involvement in the overall performance of the purchaser, companies have become more demanding in their choices, which led to the incorporation of a variety of evaluation criteria in the decision making process. The importance and complexity of the hiring decision, in turn, have encouraged the search for new tools and techniques for vendor selection. The present study conducted a literature review of works related to the topic, where articles published between 1998 and 2011 were analyzed. This review has identified trends and gaps of the recent literature, offering insights to interested parties for further application and/or improvements.
Keywords
Supplier. Supplier selection. Decision process
References
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DEGRAEVE, Z.; ROODHOOFT, F. Effectively selecting suppliers using total cost of ownership. Journal of Supply Chain Management, v. 35, n. 1, p. 5-10, 1999. http://dx.doi.org/10.1111/j.1745-493X.1999.tb00050.x
DICKSON, G.W. An analysis of vendor selection systems and decision. Journal of Purchasing, v. 2, n. 1, p.5-17, 1966.
DOHEL, N. Vendor selection and order quantity allocation in volume discount environments. Supply Chain Management: An International Journal, v. 8, n. 4, p. 335-342, 2003. http://dx.doi.org/10.1108/13598540310490099
DULMIN, R.; MININNO, V. Supplier selection using a multi-criteria decision aid method. Journal of Purchasing & Supply Management, v. 9, p. 177-187, 2003 http://dx.doi.org/10.1016/S1478-4092(03)00032-3
ERNST, R.; KAMRAD, B.; ORD, K. Delivery performance in vendor selection decisions. European Journal of Operational Research, v. 176, p. 534-541, 2007 http://dx.doi.org/10.1016/j.ejor.2005.03.051
FORZA, C. Survey research in operations management: a process-based perspective. International Journal of Operations & Production Management, v. 22, n. 2, p. 152-194, 2002. http://dx.doi.org/10.1108/01443570210414310
FAZLOLLAHTABAR, H. et al. A multi-objective decision-making process of supplier selection and order allocation for multi-period scheduling in an electronic market. International Journal Advanced Manufacturing Technology, v. 52, p. 1039-1052, 2011. http://dx.doi.org/10.1007/s00170-010-2800-6
GHODSYPOUR, S. H.; O'BRIEN, C. A decision support system for supplier selection using an integrated analytic hierarchy process and linear programming. International Journal of Production Economics, v. 56-57, p. 199-212, 1998. http://dx.doi.org/10.1016/S0925-5273(97)00009-1
GÖL, H.; ÇATAY, B. Third-party logistics provider selection: insights from a Turkish automotive company. Supply Chain Management: An International Journal, v. 12, n. 6, p. 379-384, 2007. http://dx.doi.org/10.1108/13598540710826290
GUARNIERIA, P.; HATAKEYAMA, K. Formalização da logística de suprimentos: caso das montadoras e fornecedores da indústria automotiva brasileira. Produção, v. 20, n. 2, p. 186-199, 2010.
HAERY, A. et al. Application of Association Rule Mining in Supplier Selection Criteria. Proceedings of World Academy of Science, Engineering and Technology, v. 3, p. 358-362, 2008.
HANDFIELD, R. et al. Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process. European Journal of Operational Research, v. 141, p. 70-87, 2002. http://dx.doi.org/10.1016/S0377-2217(01)00261-2
HUMPHREYSA, P. et al. Integrating design metrics within the early supplier selection process. Journal of Purchasing & Supply Management, v. 13, p. 42-52, 2007. http://dx.doi.org/10.1016/j.pursup.2007.03.006
JAYARAMAN, V.; SRIVASTAVA, R.; BENTON, W. C. Supplier Selection and Order Quantity Allocation: A Comprehensive Model. Journal of Supply Chain Management, v. 35, n. 2, p. 50-58, 1999. http://dx.doi.org/10.1111/j.1745-493X.1999.tb00237.x
JOLAI, F. et al. Integrating fuzzy TOPSIS and multi- period goal programming for purchasing multiple products from multiple suppliers. Journal of Purchasing & Supply Management, v. 17, p. 42-53, 2011. http://dx.doi.org/10.1016/j.pursup.2010.06.004
KAKOURIS, A. P.; POLYCHRONOPOULOS, G.; BINIORIS, S. Outsourcing decisions and the purchasing process: a systems-oriented approach. Marketing Intelligence & Planning, v. 24, n. 7, 2006 http://dx.doi.org/10.1108/02634500610711879
KRAUSE, D. R.; PAGELL, M.; CURKOVIC, S. Toward a measure of competitive priorities for purchasing. Journal of Operations Management, v. 19, p. 497-512, 2001. http://dx.doi.org/10.1016/S0272-6963(01)00047-X
LEE, A. H. I. A fuzzy supplier selection model with the consideration of benefits, opportunities, costs and risks. Expert Systems with Applications, v. 36, p. 2879-2893, 2009. http://dx.doi.org/10.1016/j.eswa.2008.01.045
LEVARY, R. R. Ranking foreign suppliers based on supply risk. Supply Chain Management: An International Journal, v. 12, n. 6, p. 392-394, 2007. http://dx.doi.org/10.1108/13598540710826317
LIAO, C. N.; KAO, H. P. An integrated fuzzy TOPSIS and MCGP approach to supplier selection in supply chain management. Expert Systems with Applications, v. 38, p. 10803-10811, 2011. http://dx.doi.org/10.1016/j.eswa.2011.02.031
LIAOA, Z.; RITTSCHER, J. A multi-objective supplier selection model under stochastic demand conditions. International Journal of Production Economics, v. 105, p. 150-159, 2007. http://dx.doi.org/10.1016/j.ijpe.2006.03.001
LIU, J.; DING, F.; LALL, V. Using data envelopment analysis to compare suppliers for supplier selection and performance improvement. Supply Chain Management: An International Journal, v. 5, n. 3, p. 143-150, 2000. http://dx.doi.org/10.1108/13598540010338893
LIN, T.; CHENG, Y; HUANG, M. The impact of supplier selection factor between supply chain management and human resource development. In: INTERNATIONAL CONFERENCE ON BUSINESS AND INFORMATION, 2008, Seoul. Proceedings... ATISR, 2008. Disponível em:
MARTIN, C. The Agile Supply Chain: Competing in Volatile Markets. Industrial Marketing Management, v. 29, n. 1, p. 37-44, 2000.
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MARTIN, C. The Agile Supply Chain: Competing in Volatile Markets. Industrial Marketing Management, v. 29, n. 1, p. 37-44, 2000.
McDERMOTT, C.; HANDFIELD, R. Concurrent development and strategic outsourcing: do the rules change in Breakthrough innovation? The Journal of High Technology Management Research, v. 11, n. 1, p. 35-57, 2000. http://dx.doi.org/10.1016/S1047-8310(00)00020-1
MEADE, L.; SARKIS, J. A conceptual model for selecting and evaluating third-party reverse logistics providers. Supply Chain Management: An International Journal, v. 7, n. 5, p. 283-295, 2002. http://dx.doi.org/10.1108/13598540210447728
MURALIDHARAN, C.; ANANTHARAMAN, N.; DESHMUKH, S. G. A MuIti-Criteria Group Decisionmaking for Supplier Rating. The Joumal of Supply Chain Management, v. 38, n. 4, p. 22-33, 2002. http://dx.doi.org/10.1111/j.1745-493X.2002.tb00140.x
NARASIMHAN, R.; TALLURI, S.; MENDEZ, D. Supplier Evaluation and Rationalization via Data Envelopment Analysis: An Empirical Examination. The Jounal of Supply Chain Managemenrt, v. 37, n. 3, p. 28-37, 2001. http://dx.doi.org/10.1111/j.1745-493X.2001.tb00103.x
NEUMANN, C. S. R.; RIBEIRO, J. L. D. Desenvolvimento de fornecedores: um estudo de caso utilizando a troca rápida de ferramentas. Produção, v. 14, n. 1, p. 44-53, 2004. http://dx.doi.org/10.1590/S0103-65132004000100005
NG, W. L. An efficient and simple model for multiple criteria supplier selection problem. European Journal of Operational Research, v. 186, p. 1059-1067, 2008. http://dx.doi.org/10.1016/j.ejor.2007.01.018
OZKOK, B. A.; TIRYAKI, F. A compensatory fuzzy approach to multi-objective linear supplier selection problem with multiple-item. Expert Systems with Applications, v. 38, p. 11363-11368, 2011. http://dx.doi.org/10.1016/j.eswa.2011.03.004
PEREIRA, G. M. et al. Comparando flexibilidade no produto, custos e velocidade de desenvolvimento na indústria da moda chinesa e brasileira. Produção, v. 21, n. 1, p. 27-38, 2011. http://dx.doi.org/10.1590/S0103-65132011005000012
PERUCIA, A.; BALESTRIN, A.; VERSCHOORE, J. Coordenação das atividades produtivas na indústria brasileira de jogos eletrônicos: hierarquia, mercado ou aliança? Produção, v. 21, n. 1, 2011.
PETRONI, A.; BRAGLIA, M. Vendor Selection Using Principal Component Analysis. Journal of Supply Chain Management, v. 36, n. 2, p. 63-69, 2000. http://dx.doi.org/10.1111/j.1745-493X.2000.tb00078.x
PIRES, S. R. I.; SACOMANO NETO, M. Características estruturais, relacionais e gerenciais na cadeia de suprimentos de um condomínio industrial na indústria automobilística. Produção, v. 20, n. 2, p. 172-185, 2010. http://dx.doi.org/10.1590/S0103-65132010005000032
RAMANATHAN, R. Supplier selection problem: integrating DEA with the approaches of total cost of ownership and AHP. Supply Chain Management: An International Journal, v. 12, n. 4, p. 258-261, 2007. http://dx.doi.org/10.1108/13598540710759772
SAEN, R. F. Suppliers selection in the presence of both cardinal and ordinal data. European Journal of Operational Research, v. 183, p. 741-747, 2007. http://dx.doi.org/10.1016/j.ejor.2006.10.022
SANAYEI, A.; MOUSAVI, S. F.; YAZDANKHAH, A. Group decision making process for supplier selection with VIKOR under fuzzy environment. Expert Systems with Applications, v. 37, p. 24-30, 2010. http://dx.doi.org/10.1016/j.eswa.2009.04.063
SARKARA, A.; MOHAPATRA, P. K. J. Evaluation of supplier capability and performance: A method for supply base reduction. Journal of Purchasing & Supply Management, v. 12, p. 148-163, 2006. http://dx.doi.org/10.1016/j.pursup.2006.08.003
SARKIS, J.; TALLURI, S. A model for strategic supplier selection. Journal of Supply Chain Management, v. 38, n. 1, p. 18-23, 2002. http://dx.doi.org/10.1111/j.1745-493X.2002.tb00117.x
SHEMSHADI, A. et al. Fuzzy VIKOR method for supplier selection based on entropy measure for objective weighting. Expert Systems with Application, v. 38, p. 12160-12167, 2011. http://dx.doi.org/10.1016/j.eswa.2011.03.027
SONGHORI, M. J. et al. A supplier selection and order allocation model with multiple transportation alternatives. International Journal Advanced Manufacturing Technology, v. 52, p. 365-376, 2011. http://dx.doi.org/10.1007/s00170-010-2697-0
SZAJUBOK, N. K.; ALENCAR, L. H.; ALMEIDA, A. T. Modelo de gerenciamento de materiais na construção civil utilizando avaliação multicritério. Produção, v. 16, n. 2, p. 303-318, 2006. http://dx.doi.org/10.1590/S0103-65132006000200010
TAMA, M. C. Y.; TUMMALA, V. M. R. An application of the AHP in vendor selection of a telecommunications system. Omega, v. 29, p. 171-182, 2001. http://dx.doi.org/10.1016/S0305-0483(00)00039-6
TALLURI, S. A buyer-seller game model for selection and negotiation of purchasing bids. European Journal of Operational Research, v. 143, p. 171-180, 2002. http://dx.doi.org/10.1016/S0377-2217(01)00333-2
TALLURI, S.; NARASIMHAN, R. Vendor evaluation with performance variability: A max-min approach. European Journal of Operational Research, v. 146, p. 543-552, 2003. http://dx.doi.org/10.1016/S0377-2217(02)00230-8
TALLURIA, S.; NARASIMHANA, R.; NAIR, A. Vendor performance with supply risk: A chance-constrained DEA approach. International Journal of Production Economics, v. 100, p. 212-222, 2006. http://dx.doi.org/10.1016/j.ijpe.2004.11.012
TING, S.; CHO, D. An integrated approach for supplier selection and purchasing decisions. Supply Chain Management: An International Journal, v. 13, n. 2, p. 116-127, 2008. http://dx.doi.org/10.1108/13598540810860958
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