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Stochastic production capacity: A bane or a boon for quick response supply chains?

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  • Juzhi Zhang
  • Tsan‐Ming Choi
  • T. C. E. Cheng

Abstract

The quick response (QR) system that can cope with demand volatility by shortening lead time has been well studied in the literature. Much of the existing literature assumes implicitly or explicitly that the manufacturers under QR can always meet the demand because the production capacity is always sufficient. However, when the order comes with a short lead time under QR, availability of the manufacturer's production capacity is not guaranteed. This motivates us to explore QR in supply chains with stochastic production capacity. Specifically, we study QR in a two‐echelon supply chain with Bayesian demand information updating. We consider the situation where the manufacturer's production capacity under QR is uncertain. We first explore how stochastic production capacity affects supply chain decisions and QR implementation. We then incorporate the manufacturer's ability to expand capacity into the model. We explore how the manufacturer determines the optimal capacity expansion decision, and the value of such an ability to the supply chain and its agents. Finally, we extend the model to the two‐stage two‐ordering case and derive the optimal ordering policy by dynamic programming. We compare the single‐ordering and two‐ordering cases to generate additional managerial insights about how ordering flexibility affects QR when production capacity is stochastic. We also explore the transparent supply chain and find that our main results still hold.

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  • Juzhi Zhang & Tsan‐Ming Choi & T. C. E. Cheng, 2020. "Stochastic production capacity: A bane or a boon for quick response supply chains?," Naval Research Logistics (NRL), John Wiley & Sons, vol. 67(2), pages 126-146, March.
  • Handle: RePEc:wly:navres:v:67:y:2020:i:2:p:126-146
    DOI: 10.1002/nav.21889
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    as
    1. Yinlian Zeng & Lianmin Zhang & Xiaoqiang Cai & Jun Li, 2018. "Cost Sharing for Capacity Transfer in Cooperating Queueing Systems," Production and Operations Management, Production and Operations Management Society, vol. 27(4), pages 644-662, April.
    2. Sreekumar R. Bhaskaran & V. Krishnan, 2009. "Effort, Revenue, and Cost Sharing Mechanisms for Collaborative New Product Development," Management Science, INFORMS, vol. 55(7), pages 1152-1169, July.
    3. Meng Li & Nicholas C. Petruzzi, 2017. "Technical Note—Demand Uncertainty Reduction in Decentralized Supply Chains," Production and Operations Management, Production and Operations Management Society, vol. 26(1), pages 156-161, January.
    4. Baozhuang Niu & Zongbao Zou, 2017. "Better Demand Signal, Better Decisions? Evaluation of Big Data in a Licensed Remanufacturing Supply Chain with Environmental Risk Considerations," Risk Analysis, John Wiley & Sons, vol. 37(8), pages 1550-1565, August.
    5. David Simchi‐Levi & He Wang & Yehua Wei, 2018. "Increasing Supply Chain Robustness through Process Flexibility and Inventory," Production and Operations Management, Production and Operations Management Society, vol. 27(8), pages 1476-1491, August.
    6. Liu Yang & Chi To Ng & Yaodong Ni, 2017. "Flexible capacity strategy in an asymmetric oligopoly market with competition and demand uncertainty," Naval Research Logistics (NRL), John Wiley & Sons, vol. 64(2), pages 117-138, March.
    7. Özalp Özer & Wei Wei, 2006. "Strategic Commitments for an Optimal Capacity Decision Under Asymmetric Forecast Information," Management Science, INFORMS, vol. 52(8), pages 1238-1257, August.
    8. Gérard P. Cachon, 2004. "The Allocation of Inventory Risk in a Supply Chain: Push, Pull, and Advance-Purchase Discount Contracts," Management Science, INFORMS, vol. 50(2), pages 222-238, February.
    9. Marshall Fisher & Ananth Raman, 1996. "Reducing the Cost of Demand Uncertainty Through Accurate Response to Early Sales," Operations Research, INFORMS, vol. 44(1), pages 87-99, February.
    10. Li, Xiang & Li, Yongjian & Cai, Xiaoqiang, 2013. "Double marginalization and coordination in the supply chain with uncertain supply," European Journal of Operational Research, Elsevier, vol. 226(2), pages 228-236.
    11. Manu Goyal & Serguei Netessine, 2007. "Strategic Technology Choice and Capacity Investment Under Demand Uncertainty," Management Science, INFORMS, vol. 53(2), pages 192-207, February.
    12. Shi Chen & Hau Lee & Kamran Moinzadeh, 2016. "Supply Chain Coordination with Multiple Shipments: The Optimal Inventory Subsidizing Contracts," Operations Research, INFORMS, vol. 64(6), pages 1320-1337, December.
    13. Burcu Tan & Qi Feng & Wen Chen, 2016. "Dual Sourcing Under Random Supply Capacities: The Role of the Slow Supplier," Production and Operations Management, Production and Operations Management Society, vol. 25(7), pages 1232-1244, July.
    14. Tong Wang & Atalay Atasu & Mümin Kurtuluş, 2012. "A Multiordering Newsvendor Model with Dynamic Forecast Evolution," Manufacturing & Service Operations Management, INFORMS, vol. 14(3), pages 472-484, July.
    15. Sammi Y. Tang & Haresh Gurnani & Diwakar Gupta, 2014. "Managing Disruptions in Decentralized Supply Chains with Endogenous Supply Process Reliability," Production and Operations Management, Production and Operations Management Society, vol. 23(7), pages 1198-1211, July.
    16. Fernando Bernstein & Gregory A. DeCroix, 2015. "Advance Demand Information in a Multiproduct System," Manufacturing & Service Operations Management, INFORMS, vol. 17(1), pages 52-65, February.
    17. Xiaoming Yan, 2018. "On “Sourcing Decisions with Stochastic Supplier Reliability and Stochastic Demandâ€," Production and Operations Management, Production and Operations Management Society, vol. 27(2), pages 265-268, February.
    18. Eduard Calvo & Victor Martínez-de-Albéniz, 2016. "Sourcing Strategies and Supplier Incentives for Short-Life-Cycle Goods," Management Science, INFORMS, vol. 62(2), pages 436-455, February.
    19. Onur Boyabatlı & Tiecheng Leng & L. Beril Toktay, 2016. "The Impact of Budget Constraints on Flexible vs. Dedicated Technology Choice," Management Science, INFORMS, vol. 62(1), pages 225-244, January.
    20. Eric Logan Huggins & Tava Lennon Olsen, 2003. "Supply Chain Management with Guaranteed Delivery," Management Science, INFORMS, vol. 49(9), pages 1154-1167, September.
    21. Haresh Gurnani & Christopher S. Tang, 1999. "Note: Optimal Ordering Decisions with Uncertain Cost and Demand Forecast Updating," Management Science, INFORMS, vol. 45(10), pages 1456-1462, October.
    22. Gérard P. Cachon & Robert Swinney, 2011. "The Value of Fast Fashion: Quick Response, Enhanced Design, and Strategic Consumer Behavior," Management Science, INFORMS, vol. 57(4), pages 778-795, April.
    23. Jianqing Chen & Zhiling Guo, 2014. "Strategic Sourcing in the Presence of Uncertain Supply and Retail Competition," Production and Operations Management, Production and Operations Management Society, vol. 23(10), pages 1748-1760, October.
    24. Lijian Lu & Xiaoming Yan, 2016. "Capacity investment decisions under risk aversion," Naval Research Logistics (NRL), John Wiley & Sons, vol. 63(3), pages 218-235, April.
    25. A. Federgruen & P. Zipkin, 1986. "An Inventory Model with Limited Production Capacity and Uncertain Demands II. The Discounted-Cost Criterion," Mathematics of Operations Research, INFORMS, vol. 11(2), pages 208-215, May.
    26. A. Federgruen & P. Zipkin, 1986. "An Inventory Model with Limited Production Capacity and Uncertain Demands I. The Average-Cost Criterion," Mathematics of Operations Research, INFORMS, vol. 11(2), pages 193-207, May.
    27. Panos Kouvelis & Guang Xiao & Nan Yang, 2018. "On the Properties of Yield Distributions in Random Yield Problems: Conditions, Class of Distributions and Relevant Applications," Production and Operations Management, Production and Operations Management Society, vol. 27(7), pages 1291-1302, July.
    28. Li Chen & Bin Hu, 2017. "Is Reshoring Better Than Offshoring? The Effect of Offshore Supply Dependence," Manufacturing & Service Operations Management, INFORMS, vol. 19(2), pages 166-184, May.
    29. Julia Miyaoka & Warren H. Hausman, 2008. "How Improved Forecasts Can Degrade Decentralized Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 10(3), pages 547-562, July.
    30. Tao Li & Suresh P. Sethi & Xiuli He, 2015. "Dynamic Pricing, Production, and Channel Coordination with Stochastic Learning," Production and Operations Management, Production and Operations Management Society, vol. 24(6), pages 857-882, June.
    31. Frank W. Ciarallo & Ramakrishna Akella & Thomas E. Morton, 1994. "A Periodic Review, Production Planning Model with Uncertain Capacity and Uncertain Demand---Optimality of Extended Myopic Policies," Management Science, INFORMS, vol. 40(3), pages 320-332, March.
    32. Terry A. Taylor & Erica L. Plambeck, 2007. "Supply Chain Relationships and Contracts: The Impact of Repeated Interaction on Capacity Investment and Procurement," Management Science, INFORMS, vol. 53(10), pages 1577-1593, October.
    33. Apurva Jain & Kamran Moinzadeh & Yong-Pin Zhou, 2012. "A Single-Supplier, Multiple-Retailer Model with Single-Season, Multiple-Ordering Opportunities, and Fixed Ordering Cost," Operations Research, INFORMS, vol. 60(5), pages 1098-1110, October.
    34. Yimin Wang & Wendell Gilland & Brian Tomlin, 2010. "Mitigating Supply Risk: Dual Sourcing or Process Improvement?," Manufacturing & Service Operations Management, INFORMS, vol. 12(3), pages 489-510, September.
    35. Chao Liang & Metin Çakanyildirim & Suresh P. Sethi, 2018. "Can Strategic Customer Behavior Speed Up Product Innovation?," Production and Operations Management, Production and Operations Management Society, vol. 27(8), pages 1516-1533, August.
    36. Zhou, Quan Spring & Olsen, Tava Lennon, 2017. "Inventory rotation of medical supplies for emergency response," European Journal of Operational Research, Elsevier, vol. 257(3), pages 810-821.
    37. Karen L. Donohue, 2000. "Efficient Supply Contracts for Fashion Goods with Forecast Updating and Two Production Modes," Management Science, INFORMS, vol. 46(11), pages 1397-1411, November.
    38. Soo-Haeng Cho & Christopher S. Tang, 2013. "Advance Selling in a Supply Chain Under Uncertain Supply and Demand," Manufacturing & Service Operations Management, INFORMS, vol. 15(2), pages 305-319, May.
    39. Jan A. Van Mieghem, 2003. "Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments," Manufacturing & Service Operations Management, INFORMS, vol. 5(4), pages 269-302, July.
    40. Thunyarat (Bam) Amornpetchkul & Izak Duenyas & Özge Şahin, 2015. "Mechanisms to Induce Buyer Forecasting: Do Suppliers Always Benefit from Better Forecasting?," Production and Operations Management, Production and Operations Management Society, vol. 24(11), pages 1724-1749, November.
    41. Gérard P. Cachon & Martin A. Lariviere, 2005. "Supply Chain Coordination with Revenue-Sharing Contracts: Strengths and Limitations," Management Science, INFORMS, vol. 51(1), pages 30-44, January.
    42. Andrew M. Davis & Stephen Leider, 2018. "Contracts and Capacity Investment in Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 20(3), pages 403-421, July.
    43. Ananth. V. Iyer & Mark E. Bergen, 1997. "Quick Response in Manufacturer-Retailer Channels," Management Science, INFORMS, vol. 43(4), pages 559-570, April.
    44. Qi Feng, 2010. "Integrating Dynamic Pricing and Replenishment Decisions Under Supply Capacity Uncertainty," Management Science, INFORMS, vol. 56(12), pages 2154-2172, December.
    45. Felipe Caro & Victor Martínez-de-Albéniz, 2010. "The Impact of Quick Response in Inventory-Based Competition," Manufacturing & Service Operations Management, INFORMS, vol. 12(3), pages 409-429, January.
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