Gestão & Produção
https://www.gestaoeproducao.com/article/doi/10.1590/0104-530x4537-20
Gestão & Produção
Artigo Original

Risk assessment model in inventory management using the AHP method

Andréa Carla Monteiro Sales; Luciana Gondim de Almeida Guimarães; Alípio Ramos Veiga Neto; Walid Abbas El-Aouar; Glauber Ruan Pereira

http://dx.doi.org/10.1590/0104-530x4537-20 Gest. Prod., vol.27, n3, 4537, 2020
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Abstract

Abstract: Identification and hierarchy of risks in inventory management allow mapping and generating a plan of actions in order to control them, diminish them or even extinguish them. This research aims to identify and measure the degree of importance of the main problems encountered in the sector of a metal production chain. The method used to develop this research is the Analytic Hierarchy Process (AHP), in order to hierarchize and thus defines the best way to manage risks. The main results of this study reveal that each area of ​​the organization presents a risk that stands out in the management of inventories, allowing the company to control its expenses better, aligning itself with the companies' strategy of producing at the lowest cost. Excess consumption (demand), supplier delay (supply), and stock divergence (material handling) were highlighted as the major risks in their categories. This study revealed that in the category of demand risks, excess consumption was identified as the most critical risk, in the supply category, the supplier delay was identified at the highest risk and finally in the material handling category, the risk divergence of inventory obtained the highest percentage in relation to the other problems.

Keywords

Risks, Analytic hierarchy process, Risk management

Referências

Cavinato J. L. Supply chain logistics risks: from the back room to the board room. International Journal of Physical Distribution & Logistics Management. 2004;34(5):383-7.

Chan F. T., Chan H. K., Lau H. C., Ip R. W. An AHP approach in benchmarking logistics performance of the postal industry. Benchmarking. 2006;13(6):636-61.

Chang W., Ellinger A. E., Blackhurst J. A contextual approach to supply chain risk mitigation. International Journal of Logistics Management. 2015;26(3):642-56.

Ching H. Y. Gestão de estoques na cadeia de suprimentos.. 1999.

Chopra S., Meindl P. Gerenciamento da cadeia de suprimentos: estratégia, planejamento e operação. Gerenciamento da cadeia de suprimentos: estratégia, planejamento e operação. 2004.

Supply risk assessment process. 2007.

Fernandes F. C., Wrubel F., Dallabona L. F. Gerenciamento de riscos na cadeia de suprimentos de micro e pequenas empresas têxteis: discussão exploratória sobre oportunidades de pesquisa. REGEPE-Revista de Empreendedorismo e Gestão de Pequenas Empresas. 2015;4(1):125-51.

Gaudenzi B., Borghesi A. Managing risks in the supply chain using the AHP method. International Journal of Logistics Management. 2006;17(1):114-36.

Ghadge A., Dani S., Kalawsky R. Supply chain risk management: present and future scope. International Journal of Logistics Management. 2012;23(3):313-39.

Guimarães L. G. A., Carmona C. U. D. M., Guimarães Júnior F. R. F., Nodari C. H. Modelo de análise de riscos logísticos em tríade de empresas. Revista ESPACIOS. 2015;36(24):16.

Hallikas J., Virolainen V. M., Tuominen M. Risk analysis and assessment in network environments: a dyadic case study. International Journal of Production Economics. 2002;78(1):45-55.

Handfield R., McCormack K. P. Supply chain risk management: minimizing disruptions in global sourcing. 2007.

Harland C., Brenchley R., Walker H. Risk in supply networks. Journal of Purchasing and Supply Management. 2003;9(2):51-62.

Ho W., Ma X. The state-of-the-art integrations and applications of the analytic hierarchy process. European Journal of Operational Research. 2017.

Jereb B., Ivanusa T., Rosi B. Systemic thinking and requisite holism in mastering logistics risks: the model for identifying risks in organisations and supply chain. Amfiteatru Economic. 2013;15(33):56.

Karakaya E., Karakaya G. Developing a risk management framework and risk assessment for non-profit organizations: a case study.. Risk management, strategic thinking and leadership in the financial services industry. Contributions to management science.. 2017.

Kim M., Hong K. S., Lee C. Analysis of the risks of overseas advancement by logistics companies applying AHP.. Future information technology. 2014:391-8.

Kleindorfer P. R., Saad G. H. Managing disruption risks in supply chains. Production and Operations Management. 2005;14(1):53-68.

Manuj I., Mentzer J. T. Global supply chain risk management strategies. International Journal of Physical Distribution & Logistics Management. 2008;38(3):192-223.

Matook S., Lasch R., Tamaschke R. Supplier development with benchmarking as part of a comprehensive supplier risk management framework. International Journal of Operations & Production Management. 2009;29(3):241-67.

Mullai A. Risk management system: a conceptual model.. Supply chain risk: a handbook of assessment, management and performance.. 2009.

Nunes Junior L. F. Tomada de decisão com múltiplos critérios: pesquisa-ação sobre o método AHP em pequenas empresas. 2006.

Osorio Gómez J. C., Manotas Duque D. F., Rivera L., García-Alcaraz J. L. Decision support system for operational risk management in supply chain with 3PL providers.. Current trends on knowledge-based systems. Intelligent systems reference library. 2017;120.

Peck H. Drivers of supply chain vulnerability: an integrated framework. International Journal of Physical Distribution & Logistics Management. 2005;36(4):210-32.

Rabelo L., Eskandari H., Shaalan T., Helal M. Value chain analysis using hybrid simulation and AHP. International Journal of Production Economics. 2007;105(2):536-47.

Rice B., Cainato F. Building a secure and resilient supply network. Supply Chain Management Review. 2003;7(5):22-30.

Ritchie B., Brindley C. Supply chain risk management and performance: a guiding framework for future development. International Journal of Operations & Production Management. 2007;27(3):303-22.

Saaty T. L. Risk—its priority and probability: the analytic hierarchy process. Risk Analysis. 1987;7(2):159-72.

Saaty T. L. How to make a decision: the analytic hierarchy process. European Journal of Operational Research. 1990;48(1):9-26.

Saaty T. L. Método de análise hierárquica. 1991.

Saaty T. L. Decision-making with the AHP: why is the principal eigenvector necessary. European Journal of Operational Research. 2003;145(1):85-91.

Saaty T. L. Decision making with the analytic hierarchy process. International Journal of Services Sciences. 2008;1(1):83-98.

Sanchez-Rodrigues V., Potter A., Naim M. M. Evaluating the causes of uncertainty in logistics operations. International Journal of Logistics Management. 2010;21(1):45-64.

Scott J. A., Ho W., Dey P. K., Talluri S. A decision support system for supplier selection and order allocation in stochastic, multi-stakeholder and multi-criteria environments. International Journal of Production Economics. 2015;166:226-37.

Sharma S., Pratap R. A case study of risks optimization using Ahp method. International Journal of Scientific and Research Publications. 2013;3(10).

Silva A. L. B., Ladeira M. B., Oliveira M. D. A aplicação do modelo de redes bayesianas para o Gerenciamento de risco de ruptura em cadeias de suprimento. 2008.

Tomas R. N., Alcantara R. L. C. Modelos para gestão de riscos em cadeias de suprimentos: revisão, análise e diretrizes para futuras pesquisas. Gestão & Produção. 2013;20(3):695-712.

Tummala R., Schoenherr T. Assessing and managing risks using the Supply Chain Risk Management Process (SCRMP). Supply Chain Management. 2011;16(6):474-83.

Wang J. Q., Zhang Z. T., Chen J., Guo Y. Z., Wang S., Sun S. D., Qu T., Huang G. Q. The TOC-based algorithm for solving multiple constraint re- sources: A re-examination. IEEE Transactions on Engineering Management. 2014;61(1):138-46.

Yeo G. T., Song D. W., Dinwoodie J., Roe M. Weighting the competitive- ness factors for container ports under conflicting interests. The Journal of the Operational Research Society. 2010;61(8):1249-57.

Zsidisin G. A., Ritchie B. Supply chain risk management - developments, issues and challenges.. Supply chain risk - a handbook of assessment, management and performance.. 2009.

Zsidisin G. A., Ellram L. M., Carter J. R., Cavinato J. L. An analysis of supply risk assessment techniques. International Journal of Physical Distribution & Logistics Management. 2004;34(5):397-413.

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