题名

Supplier Selection Considering Buyers' Risk-Taking Behavior: A SMART-Based Approach Incorporating Utility Function

并列篇名

考量買方風險接受態度的供應商選擇：結合效用函數的簡單多屬性評比方法

DOI

10.6226/NTUMR.2017.JAN.0113

作者

盧宗成(Chung-Cheng Lu)；Phoeberry Kentt H. Ramos；陳尚佑(Shang-Yu Chen)

关键词

supplier selection ； multi-criterion decision-making ； utility theory ； 供應商選擇 ； 多準則決策 ； 效用理論

期刊名称

臺大管理論叢

卷期/出版年月

27卷2期（2017 / 06 / 01）

页次

185 - 210

内容语文

英文
中文摘要

Supply portfolio is one of the strategies that can mitigate the impacts of supply disruptions. In making a supply portfolio, evaluating and selecting suppliers is a crucial step. Existing methods of supplier selection focus mainly on the attributes of suppliers, while the human effects of buyers and changes in external demand are seldom or never considered in the literature. To address these issues, this paper proposes the incorporation of the utility function in the simple multi-attribute rating technique to account for buyers' risk-taking behavior and investigate supplier selection decisions under different scenarios of market demand. The proposed approach aims to help decision-makers evaluate their supplier options and select the suppliers that will give the maximum utility. As a case study, the proposed approach is applied to the supplier selection problem faced by a large semiconductor assembly and testing company under different demand scenarios. The results show that our approach is able to determine the most appropriate suppliers for the company for different risk-taking behavior and under different demand scenarios.
英文摘要

供應組合策略能夠有效減少供應鏈中斷所造成的影響，而評估與選擇供應商是產生供應組合的一個重要步驟。目前文獻中有關供應商選擇的方法大多僅考量與供應商相關的屬性，忽略了買方採購人員之風險接受態度與外部市場需求改變的影響。針對這項議題，本文提出結合效用函數於簡單多屬性評選方法的整合架構，考量買方之風險接受態度，並且探討不同需求情境下之供應商選擇決策。此方法之目的在於協助決策者評估供應商，並且選擇可以帶給買方最大效用的供應商。本研究將此方法應用於一家大型半導體封裝與測試公司在不同市場需求情境下的供應商選擇問題，結果顯示本研究提出的方法能夠協助廠商在不同的風險接受態度與市場需求情境下，決定最適當的供應商。
主题分类 基礎與應用科學 > 資訊科學
基礎與應用科學 > 統計
社會科學 > 經濟學
社會科學 > 財金及會計學
社會科學 > 管理學
参考文献
  1. Akarte, M. M.,Surendra, N. V.,Ravi, B.,Rangaraj, N.(2001).Web based casting supplier evaluation using analytical hierarchy process.The Journal of the Operational Research Society,52(5),511-522.
  2. Barla, S. B.(2003).A case study of supplier selection for lean supply by using a mathematical model.Logistics Information Management,16(6),451-459.
  3. Barron, F. H.,Barrett, B. E.(1996).Decision quality using ranked attribute weights.Management Science,42(11),1515-1523.
  4. Bayazit, O.(2006).Use of analytic network process in vendor selection decisions.Benchmarking: An International Journal,13(5),566-579.
  5. Billington, C.(2002).HP cuts risk with portfolio approach.Purchasing,131(3),43-45.
  6. Braglia, M.,Petroni, A.(2000).A quality assurance-oriented methodology for handling trade-offs in supplier selection.International Journal of Physical Distribution and Logistics Management,30(2),96-112.
  7. Chai, J.,Liu, J. N. K.,Ngai, E. W. T.(2013).Application of decision-making techniques in supplier selection: A systematic review of literature.Expert Systems with Applications,40(10),3872-3885.
  8. Chai, J.,Ngai, E. W. T.(2014).Multi-perspective strategic supplier selection in uncertain environments.International Journal of Production Economics,166,215-225.
  9. Chan, F. T. S.(2003).Interactive selection model for supplier selection process: An analytical hierarchy process approach.International Journal Production Research,41(15),3549-3579.
  10. Chan, F. T. S.,Chan, H. K.,Ip, R. W. L.,Lau, H. C. W.(2007).A decision support system for supplier selection in the airline industry.Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture,221(4),741-758.
  11. Chan, F. T. S.,Kumar, N.(2007).Global supplier development considering risk factors using fuzzy extended AHP-based approach.Omega,35(4),417-431.
  12. Charnes, A.(1994).Data Envelopment Analysis: Theory, Methodology, and Application.Boston, MA:Kluwer Academic.
  13. Charnes, A.,Cooper, W. W.,Rhodes, E.(1978).Measuring the efficiency of decision making units.European Journal of Operational Research,2(6),429-444.
  14. Chen, Y.,Okudan, G. E.,Riley, D. R.(2010).Decision support for construction method selection in concrete buildings: Prefabrication adoption and optimization.Automation in Construction,19(6),665-675.
  15. Cheraghi, S.,Dadashzadeh, M.,Subramanian, M.(2004).Critical success factors for supplier selection: An update.Journal of Applied Business Research,20(2),91-108.
  16. Cooper, W. W.,Seiford, L. M.,Tone, K.(2007).Data Envelopment Analysis: A Comprehensive Text with Models, Applications, References and DEA-Solver Software.Boston, MA:Springer.
  17. Coyle, J. J.,Langley, C. J.,Novack, R. A.,Gibson, B. J.(2013).Supply Chain Management: A Logistics Perspective.Cincinnati, OH:South-Western College.
  18. Edwards, W.(1977).How to use multiattribute utility measurement for social decisionmaking.IEEE Transactions on Systems, Man, and Cybernetics: Systems,7(5),326-340.
  19. Forker, L. B.,Mendez, D.(2001).An analytical method for benchmarking best peer suppliers.International Journal of Operations and Production Management,21(1-2),195-209.
  20. Garfamy, R. M.(2006).A data envelopment analysis approach based on total cost of ownership for supplier selection.Journal of Enterprise Information Management,19(6),662-678.
  21. Gencer, C.,Gürpinar, D.(2007).Analytic network process in supplier selection: A case study in an electronic firm.Applied Mathematical Modelling,31(11),2475-2486.
  22. Ghodsypour, S. H.,O'Brien, C.(2001).The total cost of logistics in supplier selection, under conditions of multiple sourcing, multiple criteria and capacity constraint.International Journal of Production Economics,73(1),15-27.
  23. Ho, W.,Xu, X.,Dey, P. K.(2010).Multi-criteria decision making approaches for supplier evaluation and selection: A literature review.European Journal of Operational Research,202(1),16-24.
  24. Hoffmann, P.,Schiele, H.,Krabbendam, K.(2013).Uncertainty, supply risk management and their impact on performance.Journal of Purchasing and Supply Management,19(3),199-211.
  25. Hong, G. H.,Park, S. C.,Jang, D. S.,Rho, H. M.(2005).An effective supplier selection method for constructing a competitive supply-relationship.Expert Systems with Applications,28(4),629-639.
  26. Huang, S. H.,Keskar, H.(2007).Comprehensive and configurable metrics for supplier selection.International Journal of Production Economics,105(2),510-523.
  27. Huang, S. L.(2011).Designing utility-based recommender systems for e-commerce: Evaluation of preference-elicitation methods.Electronic Commerce Research and Applications,10(4),398-407.
  28. Karpak, B.,Kumcu, E.,Kasuganti, R. R.(2001).Purchasing materials in the supply chain: Managing a multi-objective task.European Journal of Purchasing and Supply Management,7(3),209-216.
  29. Keeney, R. L.,Raiffa, H.(1993).Decisions with Multiple Objectives: Preferences and Value Trade-Offs.New York, NY:Cambridge University Press.
  30. Kuo, R. J.,Lee, L. Y.,Hu, T. L.(2010).Developing a supplier selection system through integrating fuzzy AHP and fuzzy DEA: A case study on an auto lighting system company in Taiwan.Production Planning & Control: The Management of Operations,21(5),468-484.
  31. Li, L.,Zabinsky, Z. B.(2011).Incorporating uncertainty into a supplier selection problem.International Journal of Production Economics,134(2),344-356.
  32. Liu, J.,Ding, F. Y.,Lall, V.(2000).Using data envelopment analysis to compare suppliers for supplier selection and performance improvement.Supply Chain Management: An International Journal,5(3),143-150.
  33. Lu, C. C.,Tsai, K. M.,Chen, J. H.(2012).Evaluation of manufacturing system redesign with multiple points of product differentiation.International Journal of Production Research,50(24),7167-7180.
  34. Lu, C. C.,Tsai, K. M.,Chen, J. H.,Lee, W. T.(2013).Mitigating the bullwhip effect in the supply chain of semiconductor assembly and testing through an inter-business information platform.International Journal of Electronic Business Management,11(3),202-211.
  35. Lu, C. C.,Wu, Y. C. J.(2014).Evaluation of heuristics using data envelopment analysis.International Journal of Information Technology & Decision Making,13(4),795-810.
  36. Lu, C. C.,Yu, V. F.(2012).Data envelopment analysis for evaluating the efficiency of genetic algorithms on solving the vehicle routing problem with soft time windows.Computers & Industrial Engineering,63(2),520-529.
  37. Muralidharan, C.,Anantharaman, N.,Deshmukh, S. G.(2002).A multi-criteria group decisionmaking model for supplier rating.Journal of Supply Chain Management,38(3),22-33.
  38. Narasimhan, R.,Talluri, S.,Mahapatra, S. K.(2006).Multiproduct, multicriteria model for supplier selection with product life-cycle considerations.Decision Sciences,37(4),577-603.
  39. Narasimhan, R.,Talluri, S.,Mendez, D.(2001).Supplier evaluation and rationalization via data envelopment analysis: An empirical examination.Journal of Supply Chain Management,37(2),28-37.
  40. Ng, W. L.(2008).An efficient and simple model for multiple criteria supplier selection problem.European Journal of Operational Research,186(3),1059-1067.
  41. Olson, D. L.,Wu, D.(2010).Enterprise Risk Management Models.Heidelberg, Germany:Springer.
  42. Rieger, M. O.,Wang, M.,Hens, T.(2014).Risk preferences around the world.Management Science,61(3),637-648.
  43. Ross, A.,Buffa, F. P.,Dröge, C.,Carrington, D.(2006).Supplier evaluation in a dyadic relationship: An action research approach.Journal of Business Logistics,27(2),75-101.
  44. Saaty, T. L.(2005).Theory and Applications of the Analytic Network Process: Decision Making with Benefits, Opportunities, Costs, and Risks.Pittsburgh, PA:RWS.
  45. Saaty, T. L.(2008).Decision Making for Leaders: The Analytic Hierarchy Process for Decisions in a Complex World.Pittsburgh, PA:RWS.
  46. Saaty, T. L.(1996).Decision Making with Dependence and Feedback: The Analytic Network Process.Pittsburgh, PA:RWS.
  47. Saaty, T. L.(1980).The Analytic Hierarchy Process: Planning, Priority Setting, Resource Allocation.New York, NY:McGraw-Hill.
  48. Saen, R. F.(2007).Suppliers selection in the presence of both cardinal and ordinal data.European Journal of Operational Research,183(2),741-747.
  49. Sanayei, A.,Farid Mousavi, S.,Abdi, M. R.,Mohaghar, A.(2008).An integrated group decision-making process for supplier selection and order allocation using multiattribute utility theory and linear programming.Journal of the Franklin Institute,345(7),731-747.
  50. Sarkis, J.,Talluri, S.(2002).A model for strategic supplier selection.Journal of Supply Chain Management,38(1),18-28.
  51. Sawik, T.(2013).Selection of resilient supply portfolio under disruption risk.Omega,41(2),259-269.
  52. Taha, H. A.(2007).Operations Research: An Introduction.Upper Saddle River, NJ:Prentice Hall.
  53. Talluri, S.,Narasimhan, R.(2005).A note on "a methodology for supply base optimization".IEEE Transactions on Engineering Management,52(1),130-139.
  54. Talluri, S.,Narasimhan, R.,Nair, A.(2006).Vendor performance with supply risk: A chance-constrained DEA approach.International Journal of Production Economics,100(2),212-222.
  55. Von Winterfeldt, D.,Edwards, W.(1986).Decision Analysis and Behavioral Research.Boston, MA:Cambridge University Press.
  56. Wadhwa, V.,Ravindran, A. R.(2007).Vendor selection in outsourcing.Computers and Operations Research,34(12),3725-3737.
  57. Wang, J. J.,Jing, Y. Y.,Zhang, C. F.,Zhao, J. H.(2009).Review on multi-criteria decision analysis aid in sustainable energy decision-making.Renewable and Sustainable Energy Reviews,13(9),2263-2278.
  58. Wu, C.,Barnes, D.(2011).A literature review of decision-making models and approaches for partner selection in agile supply chains.Journal of Purchasing and Supply Management,17(4),256-274.
  59. Yang, S. J.,Tseng, W. C.(2013).Design novel weighted rating of multiple attributes scheme to enhance handoff efficiency in heterogeneous wireless networks.Computer Communications,36(14),1498-1514.
  60. Yang, T.,Wen, Y. F.,Wang, F. F.(2011).Evaluation of robustness of supply chain information-sharing strategies using a hybrid Taguchi and multiple criteria decision-making method.International Journal of Production Economics,134(2),458-466.
被引用次数
  1. 廖崇佑、廖咸興、陳宗岡(2018)。供應鏈關係不確定性對公司信用風險影響之研究。臺大管理論叢，28(2)，165-203。
  2. 邱榆淨、邱守序(2018)。汽車製造商自中國採購之供應鏈風險關鍵因素分析。臺大管理論叢，28(2)，61-96。
  3. 楊雅琪(2018)。運用 TOPSIS 在運動產業供應商評估與選擇。運動休閒餐旅研究，13(4)，39-55。
print cancel