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Mitigating Supply Chain Risks by Evaluating Supplier Bankruptcy Probabilities Through Web Services and the Black-Scholes-Merton Model

Title:

Mitigating Supply Chain Risks by Evaluating Supplier Bankruptcy Probabilities Through Web Services and the Black-Scholes-Merton Model

Barrad, Sherif and Valverde, Raul (2015) Mitigating Supply Chain Risks by Evaluating Supplier Bankruptcy Probabilities Through Web Services and the Black-Scholes-Merton Model. wseas transactions on information science and applications, 12 . pp. 186-193. ISSN 2224-3402

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Abstract

Abstract:
Abstract: Industry consolidation and globalization represents a challenge for procurement organizations who typically become either recipients of the acquired company’s supplier base or are directly responsible for this increase by securing new suppliers to meet the operational demands of a global supply chain. An increased supplier base not only makes it more difficult to manage suppliers but also represents higher supply chain risks. The proposed model attempts to proactively evaluate bankruptcy probabilities of suppliers by capturing financial information using web services, computing this data using a modified equation version of a well-known financial model and producing risk potentials, in percentage points, for supplier bankruptcies. The study clearly shows the usefulness of the prototype when operating in a Service Oriented Architecture and offered to end users as a leading indicator of risk.

Divisions:Concordia University > John Molson School of Business > Decision Sciences and Management Information Systems
Item Type:Article
Refereed:Yes
Authors:Barrad, Sherif and Valverde, Raul
Journal or Publication:wseas transactions on information science and applications
Date:20 August 2015
Keywords:Web Services, Black-Scholes-Merton, Supply Chain Finance, Supply Chain Risk Management
ID Code:980313
Deposited By: RAUL VALVERDE
Deposited On:24 Aug 2015 14:56
Last Modified:18 Jan 2018 17:51

References:

Avedissian A., Valverde R., Barrad S. (2105), An Extension Proposition for the Agent-Based Language Modeling Ontology for the Representation of Supply Chain Integrated Business Processes, WSEAS transactions on business and economics, 12, pp. 211-228.

Black F. and M. Scholes, (1973) ‘The Pricing of Options and Corporate Liabilities’, The Journal of Political Economy Vol 81(3) pp 637-654

A. Sarkar, P. K.J. Mohapatra, (2006), Evaluation of Supplier Capability and Performance: A Method for Supply Base Reduction, Journal of Purchasing and Supply Management, Vol. 12, Issue 3, pp. 148-163

Dafny, L., Duggan, M., & Ramanarayanan, S. (2012). Paying a Premium on Your Premium? Consolidation in the US Health Insurance Industry. American Economic Review, 102(2), 1161-1185. doi:10.1257/aer.102.2.1161
Florez-Lopez, R. and Jeronimo J.M.R. (2013) ‘Modelling credit risk with scarce default data: on the suitability of cooperative bootstrapped strategies for small low-default portfolios’ Journal of the Operational Research Society Vol 65 (3) pp. 416-434.
Grittner, D. H., & Valverde, R. (2012). An object-oriented supply chain simulation for products with high service level requirements in the embedded devices industry. International Journal of Business Performance and Supply Chain Modelling, 4(3), 246-270.
Hull, J. (2012) Risk Management and Financial Institutions, John Wiley & Sons.
Kato, J., & Schoenberg, R. (2014). The impact of post-merger integration on the customer–supplier relationship. Industrial Marketing Management, 43(2), 335-345. doi:10.1016/j.indmarman.2013.10.001
Kellly S. (2013). Supply Chain Finance Takes Off. Treasury & Risk, 6-11.
Killen & Associates (2002) ‘Optimizing the Financial Supply Chain: How CFO of Global Enterprises are Succeeding by Substituting Information for Working Capital’, Killen and Associates, Report, Palo Alto, CA.
Koenig, W., & Wigand, R. T. (2004). Globalization and E-Commerce: Diffusion and Impacts of the Internet and E-Commerce in Germany. I-Ways, 27(3/4), 197-227.
Kraus, C., & Valverde, R. (2014). A data warehouse design for the detection of fraud in the supply chain by using the benford’s law, American Journal of Applied Sciences, 11(9), 1507-1518.
Kraemer, K. L., Gibbs, J., & Dedrick, J. (2005). Impacts of Globalization on E-Commerce Use and Firm Performance: A Cross-Country Investigation. Information Society, 21(5), 323-340. doi:10.1080/01972240500253350
Lamoureux, J. F., and Evans, T. (2011) ‘Supply Chain Finance: A New Means to Support the Competitiveness and Resilience of Global Value Chains’ Export Development, Canada [ONLINE] Available at: http://www.international.gc.ca/economist-economiste/assets/pdfs/research/TPR_2011_GVC/12_Lamoureux_and_Evans_e_FINAL.pdf. [Accessed 29 April 2014]
Meena, P.L., and S.P. Sarmah. 2013. "Multiple sourcing under supplier failure risk and quantity discount: A genetic algorithm approach." Transportation Research: Part E 50, 84-97. Business Source Premier, EBSCOhost (accessed May 30, 2015).
Merton, R. C., 1974, ‘On the pricing of corporate debt: The risk structure of interest rates’, Journal of Finance 29, pp. 449-470.
Monshouwer, E. J., & Valverde, R. (2011). Architecture for integration of point of sale terminals with financial institutions through web services. Journal of theoretical and applied information technology, 25(1), 10-27.

M. Delaney (2010), Protecting Your Company From, Financial Executive, April 2010
Remenyi, D. Williams, B. Money, A. and Swartz, E. 1(998), Doing research in business and management: An introduction to process and method. Sage Publications, London.

S. Harlem, R.Schramm, (2009), The Coming Wave of Consolidation in Chinese Industries, China Business Review, November-December 2009.

Stephens, J., & Valverde, R. (2013). Security of e-procurement transactions in supply chain reengineering. Computer and Information Science, 6(3), p1.

Valverde, R. (2010). An Adaptive Decision Support Station for Real Estate Portfolio Management. Journal of Theoretical and Applied Information Technology, 12(2), 84-86.

Valverde, R., & Saadé, R. G. (2015). The Effect of E-Supply Chain Management Systems in the North American Electronic Manufacturing Services Industry. Journal of theoretical and applied electronic commerce research, 10(1), 79-98.

Valverde R. and Malleswara T. (2012) Risk Reduction of the Supply Chain Through Pooling Losses in Case of Bankruptcy of Suppliers Using the Black–Scholes–Merton Pricing Model: In: Chaubey P. Yogendra (ed) Some Recent Advances in Mathematics and Statistics, World Scientific
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