IDEAS home Printed from https://ideas.repec.org/a/inm/ormsom/v16y2014i1p61-75.html
   My bibliography  Save this article

Ordering Behavior Under Supply Risk:An Experimental Investigation

Author

Listed:
  • Haresh Gurnani

    (School of Business Administration, University of Miami, Coral Gables, Florida 33124)

  • Karthik Ramachandran

    (Scheller College of Business, Georgia Institute of Technology, Atlanta, Georgia 30308)

  • Saibal Ray

    (Desautels Faculty of Management, McGill University, Montreal, Quebec H3A 1G5, Canada)

  • Yusen Xia

    (Robinson College of Business, Georgia State University, Atlanta, Georgia 30303)

Abstract

As supply chains become increasingly complex and global in their scale, supplier selection and management in the face of disruption risk has become one of the most challenging tasks for modern managers. Several novel model-based approaches to managing such risks have been developed in the academic literature, but how behavioral tendencies may affect procurement decisions under such conditions has received relatively less attention. In this paper, we present results from a study where paid subjects were asked to place orders from two suppliers who differ in their costs and risks to satisfy a fixed amount of end-customer demand. We show that under such a scenario, it is theoretically optimal to sole source either from the more reliable (and more costly) supplier or from the more risky but cheaper supplier, depending on cost and risk parameters. Subjects in our experiment, however, show a systematic tendency to diversify their orders between the two sources. We document this diversification tendency in procurement decisions and its possible impact on profits under various cost and risk settings as well as comment on various ordering behavior observed during the experiments. We also establish that bounded rationality of subjects can provide a possible rationale for the above phenomenon.

Suggested Citation

  • Haresh Gurnani & Karthik Ramachandran & Saibal Ray & Yusen Xia, 2014. "Ordering Behavior Under Supply Risk:An Experimental Investigation," Manufacturing & Service Operations Management, INFORMS, vol. 16(1), pages 61-75, February.
  • Handle: RePEc:inm:ormsom:v:16:y:2014:i:1:p:61-75
    DOI: 10.1287/msom.2013.0453
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/msom.2013.0453
    Download Restriction: no

    File URL: https://libkey.io/10.1287/msom.2013.0453?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Christoph H. Loch & Yaozhong Wu, 2008. "Social Preferences and Supply Chain Performance: An Experimental Study," Management Science, INFORMS, vol. 54(11), pages 1835-1849, November.
    2. Roth, Alvin E. & Erev, Ido, 1995. "Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate term," Games and Economic Behavior, Elsevier, vol. 8(1), pages 164-212.
    3. Elena Katok & Diana Yan Wu, 2009. "Contracting in Supply Chains: A Laboratory Investigation," Management Science, INFORMS, vol. 55(12), pages 1953-1968, December.
    4. ManMohan S. Sodhi & Christopher S. Tang, 2012. "Supply Chain Risk Management," International Series in Operations Research & Management Science, in: Managing Supply Chain Risk, edition 127, chapter 0, pages 3-11, Springer.
    5. Richard H. Thaler & Shlomo Benartzi, 2001. "Naive Diversification Strategies in Defined Contribution Saving Plans," American Economic Review, American Economic Association, vol. 91(1), pages 79-98, March.
    6. Haresh Gurnani & Mengze Shi, 2006. "A Bargaining Model for a First-Time Interaction Under Asymmetric Beliefs of Supply Reliability," Management Science, INFORMS, vol. 52(6), pages 865-880, June.
    7. Srinagesh Gavirneni & Yusen Xia, 2009. "Anchor Selection and Group Dynamics in Newsvendor Decisions---A Note," Decision Analysis, INFORMS, vol. 6(2), pages 87-97, June.
    8. Maurice E. Schweitzer & Gérard P. Cachon, 2000. "Decision Bias in the Newsvendor Problem with a Known Demand Distribution: Experimental Evidence," Management Science, INFORMS, vol. 46(3), pages 404-420, March.
    9. Tang, Christopher S., 2006. "Perspectives in supply chain risk management," International Journal of Production Economics, Elsevier, vol. 103(2), pages 451-488, October.
    10. Maqbool Dada & Nicholas C. Petruzzi & Leroy B. Schwarz, 2007. "A Newsvendor's Procurement Problem when Suppliers Are Unreliable," Manufacturing & Service Operations Management, INFORMS, vol. 9(1), pages 9-32, August.
    11. Volodymyr Babich & Apostolos N. Burnetas & Peter H. Ritchken, 2007. "Competition and Diversification Effects in Supply Chains with Supplier Default Risk," Manufacturing & Service Operations Management, INFORMS, vol. 9(2), pages 123-146, October.
    12. Gary E. Bolton & Elena Katok, 2008. "Learning by Doing in the Newsvendor Problem: A Laboratory Investigation of the Role of Experience and Feedback," Manufacturing & Service Operations Management, INFORMS, vol. 10(3), pages 519-538, September.
    13. U Benzion & Y Cohen & R Peled & T Shavit, 2008. "Decision-making and the newsvendor problem: an experimental study," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(9), pages 1281-1287, September.
    14. Michael Becker-Peth & Elena Katok & Ulrich W. Thonemann, 2013. "Designing Buyback Contracts for Irrational But Predictable Newsvendors," Management Science, INFORMS, vol. 59(8), pages 1800-1816, August.
    15. Yu, Haisheng & Zeng, Amy Z. & Zhao, Lindu, 2009. "Single or dual sourcing: decision-making in the presence of supply chain disruption risks," Omega, Elsevier, vol. 37(4), pages 788-800, August.
    16. Kevin B. Hendricks & Vinod R. Singhal, 2005. "Association Between Supply Chain Glitches and Operating Performance," Management Science, INFORMS, vol. 51(5), pages 695-711, May.
    17. Teck-Hua Ho & Juanjuan Zhang, 2008. "Designing Pricing Contracts for Boundedly Rational Customers: Does the Framing of the Fixed Fee Matter?," Management Science, INFORMS, vol. 54(4), pages 686-700, April.
    18. Stone, Eric R. & Yates, J. Frank & Parker, Andrew M., 1994. "Risk Communication: Absolute versus Relative Expressions of Low-Probability Risks," Organizational Behavior and Human Decision Processes, Elsevier, vol. 60(3), pages 387-408, December.
    19. Brian Tomlin, 2009. "Disruption‐management strategies for short life‐cycle products," Naval Research Logistics (NRL), John Wiley & Sons, vol. 56(4), pages 318-347, June.
    20. Michael E. Smith, 2009. "Psychological Foundations of Supply Chain Risk Management," International Series in Operations Research & Management Science, in: George A. Zsidisin & Bob Ritchie (ed.), Supply Chain Risk, chapter 14, pages 219-233, Springer.
    21. Basak Kalkanci & Kay-Yut Chen & Feryal Erhun, 2011. "Contract Complexity and Performance Under Asymmetric Demand Information: An Experimental Evaluation," Management Science, INFORMS, vol. 57(4), pages 689-704, April.
    22. Lurie, Nicholas H. & Swaminathan, Jayashankar M., 2009. "Is timely information always better? The effect of feedback frequency on decision making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 108(2), pages 315-329, March.
    23. Vesna Prasnikar & Alvin E. Roth, 1992. "Considerations of Fairness and Strategy: Experimental Data from Sequential Games," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(3), pages 865-888.
    24. Xuanming Su, 2008. "Bounded Rationality in Newsvendor Models," Manufacturing & Service Operations Management, INFORMS, vol. 10(4), pages 566-589, May.
    25. Rachel Croson & Karen Donohue, 2006. "Behavioral Causes of the Bullwhip Effect and the Observed Value of Inventory Information," Management Science, INFORMS, vol. 52(3), pages 323-336, March.
    26. Zhibin (Ben) Yang & Göker Ayd{i}n & Volodymyr Babich & Damian R. Beil, 2009. "Supply Disruptions, Asymmetric Information, and a Backup Production Option," Management Science, INFORMS, vol. 55(2), pages 192-209, February.
    27. Mehmet Gümüş & Saibal Ray & Haresh Gurnani, 2012. "Supply-Side Story: Risks, Guarantees, Competition, and Information Asymmetry," Management Science, INFORMS, vol. 58(9), pages 1694-1714, September.
    28. Brian Tomlin & Yimin Wang, 2005. "On the Value of Mix Flexibility and Dual Sourcing in Unreliable Newsvendor Networks," Manufacturing & Service Operations Management, INFORMS, vol. 7(1), pages 37-57, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chao Xue & Yan (Diana) Wu & Wanshan Zhu & Xiaobo Zhao & Jinghuo Chen, 2022. "Mitigating behavioral supply risk under dual sourcing: Evidence from an order allocation game," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1788-1801, April.
    2. Andrew M. Davis & Bin Hu & Kyle Hyndman & Anyan Qi, 2022. "Procurement for Assembly Under Asymmetric Information: Theory and Evidence," Management Science, INFORMS, vol. 68(4), pages 2694-2713, April.
    3. Karen Donohue & Özalp Özer, 2020. "Behavioral Operations: Past, Present, and Future," Manufacturing & Service Operations Management, INFORMS, vol. 22(1), pages 191-202, January.
    4. Chongfeng Lan & Zhongzhen Miao & Huanyong Ji, 2021. "Strategic Analysis of Dual-Channel Green Supply Chain with an Unreliable and Competitive Supplier," Sustainability, MDPI, vol. 13(10), pages 1-22, May.
    5. Yuan, Xiaoyong & Bi, Gongbing & Fei, Yalei & Liu, Lindong, 2021. "Supply chain with random yield and financing," Omega, Elsevier, vol. 102(C).
    6. Samuel N. Kirshner & Brent B. Moritz, 2023. "For the future and from afar: Psychological distance and inventory decision‐making," Production and Operations Management, Production and Operations Management Society, vol. 32(1), pages 170-188, January.
    7. Tarikere T. Niranjan & Narendra K. Ghosalya & Srinagesh Gavirneni, 2022. "Crying Wolf and a Knowing Wink: A Behavioral Study of Order Inflation and Discounting in Supply Chains," Production and Operations Management, Production and Operations Management Society, vol. 31(3), pages 1071-1088, March.
    8. Qingwei Wang & Meimei Zheng & Wei Weng, 2023. "Sourcing decisions with loss aversion under yield and demand randomness," OR Spectrum: Quantitative Approaches in Management, Springer;Gesellschaft für Operations Research e.V., vol. 45(2), pages 661-710, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Karen Donohue & Özalp Özer, 2020. "Behavioral Operations: Past, Present, and Future," Manufacturing & Service Operations Management, INFORMS, vol. 22(1), pages 191-202, January.
    2. Stewart Robinson & Stavrianna Dimitriou & Kathy Kotiadis, 2017. "Addressing the sample size problem in behavioural operational research: simulating the newsvendor problem," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(3), pages 253-268, March.
    3. Yinghao Zhang & Karen Donohue & Tony Haitao Cui, 2016. "Contract Preferences and Performance for the Loss-Averse Supplier: Buyback vs. Revenue Sharing," Management Science, INFORMS, vol. 62(6), pages 1734-1754, June.
    4. Becker-Peth, Michael & Thonemann, Ulrich W., 2016. "Reference points in revenue sharing contracts—How to design optimal supply chain contracts," European Journal of Operational Research, Elsevier, vol. 249(3), pages 1033-1049.
    5. Özalp Özer & Yanchong Zheng & Yufei Ren, 2014. "Trust, Trustworthiness, and Information Sharing in Supply Chains Bridging China and the United States," Management Science, INFORMS, vol. 60(10), pages 2435-2460, October.
    6. Shan Li & Kay-Yut Chen & Ying Rong, 2020. "The Behavioral Promise and Pitfalls in Compensating Store Managers," Management Science, INFORMS, vol. 66(10), pages 4899-4919, October.
    7. Li Chen & A. Gürhan Kök & Jordan D. Tong, 2013. "The Effect of Payment Schemes on Inventory Decisions: The Role of Mental Accounting," Management Science, INFORMS, vol. 59(2), pages 436-451, September.
    8. Zhao, Yingshuai & Zhao, Xiaobo, 2015. "On human decision behavior in multi-echelon inventory management," International Journal of Production Economics, Elsevier, vol. 161(C), pages 116-128.
    9. Yufei Ren & Rachel Croson, 2013. "Overconfidence in Newsvendor Orders: An Experimental Study," Management Science, INFORMS, vol. 59(11), pages 2502-2517, November.
    10. Mandal, Prasenjit & Kaul, Rupali & Jain, Tarun, 2018. "Stocking and pricing decisions under endogenous demand and reference point effects," European Journal of Operational Research, Elsevier, vol. 264(1), pages 181-199.
    11. Samuel N. Kirshner & Brent B. Moritz, 2023. "For the future and from afar: Psychological distance and inventory decision‐making," Production and Operations Management, Production and Operations Management Society, vol. 32(1), pages 170-188, January.
    12. Tony Haitao Cui & Guangwen Kong & Behrooz Pourghannad, 2020. "Is Simplicity the Ultimate Sophistication? The Superiority of Linear Pricing," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1767-1788, July.
    13. Sharifi, Rozhin & Razavi, Hamideh & Elahi, Ehsan, 2023. "Investigation of the ordering behavior of a retailer in the revenue sharing and buyback contracts considering round number bias," Journal of Retailing and Consumer Services, Elsevier, vol. 73(C).
    14. Gupta, Varun & Ivanov, Dmitry & Choi, Tsan-Ming, 2021. "Competitive pricing of substitute products under supply disruption," Omega, Elsevier, vol. 101(C).
    15. Yan Zhang & Juan Li & Qinglong Gou, 2017. "An allocation game model with reciprocal behavior and its applications in supply chain pricing decisions," Annals of Operations Research, Springer, vol. 258(2), pages 347-368, November.
    16. Özalp Özer & Yanchong Zheng & Kay-Yut Chen, 2011. "Trust in Forecast Information Sharing," Management Science, INFORMS, vol. 57(6), pages 1111-1137, June.
    17. Nelson Lau & J. Neil Bearden, 2013. "Newsvendor Demand Chasing Revisited," Management Science, INFORMS, vol. 59(5), pages 1245-1249, May.
    18. Elahi, Ehsan & Lamba, Narasimha & Ramaswamy, Chinthana, 2013. "How can we improve the performance of supply chain contracts? An experimental study," International Journal of Production Economics, Elsevier, vol. 142(1), pages 146-157.
    19. Kalakbandi, Vinay Kumar, 2018. "Managing the misbehaving retailer under demand uncertainty and imperfect information," European Journal of Operational Research, Elsevier, vol. 269(3), pages 939-954.
    20. Zhibin (Ben) Yang & Göker Aydın & Volodymyr Babich & Damian R. Beil, 2012. "Using a Dual-Sourcing Option in the Presence of Asymmetric Information About Supplier Reliability: Competition vs. Diversification," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 202-217, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormsom:v:16:y:2014:i:1:p:61-75. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.