Impact of Supply Learning When Suppliers Are Unreliable

Brian Tomlin
Brian Tomlin
[email protected]
Kenan-Flagler Business School, University of North Carolina, Chapel Hill, North Carolina 25799
Search for more papers by this author

Brian Tomlin

[email protected]

Kenan-Flagler Business School, University of North Carolina, Chapel Hill, North Carolina 25799

Search for more papers by this author

Published Online:7 May 2008https://doi.org/10.1287/msom.1070.0206

Supplemental Material

msom.1070.0206-sm-impact_of_supply_learning.pdf (1 MB)

Cited by
- Capacity planning for platform services: Agent availability, compensation, and dual sourcing
  Transportation Research Part E: Logistics and Transportation Review, Vol. 210
- Managing inventories for perishable e-groceries: The value of probabilistic information
  9 April 2026 | PLOS One, Vol. 21, No. 4
- Optimization and selection of technology licensing strategy under asymmetric beliefs of supply reliability
  30 March 2026 | Journal of Modelling in Management, Vol. 142
- The Role of Supplier Diversification and Supplier Rationalisation in Mitigating Supplier Risk: a Study of Large-Scale Manufacturing Firms in Sri Lanka
- Optimal Policies in a Dual Sourcing Inventory System With Multiple Demand Classes and Supply Disruption Risks
  14 August 2025 | Naval Research Logistics (NRL), Vol. 73, No. 2
- Heuristics and deep reinforcement learning for the inventory problem with an all-or-nothing yield pattern and non-zero leadtimes
  Computers & Operations Research, Vol. 186
- Cooperation in assembly systems with supply risks
  3 April 2025 | IISE Transactions, Vol. 58, No. 1
- The role of scarcity behavior in inventory management
  European Journal of Operational Research, Vol. 328, No. 1
- Can feature removal benefit the automotive manufacturers amid supply shortages? An analytical investigation
  Omega, Vol. 132
- Recycled vs. Virgin Materials in Additive Manufacturing: Assessing the Risk Mitigation Potential in Uncertain Supply Scenarios
  Procedia Computer Science, Vol. 253
- Can a Supplier’s Yield Risk Be Truthfully Communicated via Cheap Talk?
  Tao Lu
  5 August 2024 | Manufacturing & Service Operations Management, Vol. 26, No. 6
- Using anticipatory orders to manage disruption risk over a short product life cycle
  European Journal of Operational Research, Vol. 319, No. 1
- The Role of Real-Time Event Monitoring in Dynamic Response to Disruptions
  26 July 2024 | Production and Operations Management, Vol. 33, No. 10
- Robust sourcing contract design for the manufacturer under supply risk
  16 April 2024 | Annals of Operations Research, Vol. 25
- Ordering behavior in a supply chain with customers that respond to changes in service level
  2 February 2022 | Decision Sciences, Vol. 55, No. 1
- Service at risk in delivery operations
  12 July 2022 | Decision Sciences, Vol. 55, No. 1
- Designing an Optimal Two-Bin Strategy for Selling Perishable Produce to Responsible and Mainstream Buyers
  IEEE Transactions on Engineering Management, Vol. 71
- Sourcing Under Correlated Uncertainty: An integrated estimation and learning approach
  1 January 2024 | SSRN Electronic Journal, Vol. 6
- Managing supply chain risks with dual sourcing: Bayesian learning of censored supply capacity
  International Journal of Production Economics, Vol. 265
- Forewarned Is Forearmed? Contingent Sourcing, Shipment Information, and Supplier Competition
  Tao Lu,
  Brian Tomlin
  21 June 2023 | Manufacturing & Service Operations Management, Vol. 25, No. 5
- Optimal specialty crop planning policies with yield learning and forward contract
  1 February 2023 | Production and Operations Management, Vol. 32, No. 2
- Robust Sourcing Under Multilevel Supply Risks: Analysis of Random Yield and Capacity
  Ming Zhao,
  Nickolas Freeman,
  Kai Pan
  18 November 2022 | INFORMS Journal on Computing, Vol. 35, No. 1
- Increasing Biomanufacturing Yield with Bleed–Feed: Optimal Policies and Insights
  Yesim Koca,
  Tugce Martagan,
  Ivo Adan,
  Lisa Maillart,
  Bram van Ravenstein
  29 November 2022 | Manufacturing & Service Operations Management, Vol. 25, No. 1
- Strategies for ensuring required service level for COVID-19 herd immunity in Indian vaccine supply chain
  European Journal of Operational Research, Vol. 304, No. 1
- Dynamic procurement from multiple suppliers with random capacities
  12 September 2016 | Annals of Operations Research, Vol. 317, No. 2
- Conceptual model for breaking ripple effect and cycles within supply chain resilience
  27 January 2022 | Supply Chain Forum: An International Journal, Vol. 23, No. 3
- Sequential Procurement with Contractual and Experimental Learning
  Yonatan Gur,
  Gregory Macnamara,
  Daniela Saban
  8 September 2021 | Management Science, Vol. 68, No. 4
- Applications of Stochastic Orders and Stochastic Functions in Inventory and Pricing Problems
  1 April 2022 | Production and Operations Management, Vol. 31, No. 4
- Advance booking discount strategies: Competition, information transparency and spot market
  Transportation Research Part E: Logistics and Transportation Review, Vol. 158
- A Responsive-Pricing Retailer Sourcing from Competing Suppliers Facing Disruptions
  Xi Shan,
  Tao Li,
  Suresh P. Sethi
  11 February 2021 | Manufacturing & Service Operations Management, Vol. 24, No. 1
- Policy Interventions for an Agriculture-Based Malaria Medicine Supply Chain
  30 July 2021
- The Influence of Yield-Dependent Trading Costs on Pricing and Production Planning under Supply Uncertainty
  24 February 2012
- Dynamic ordering decisions with approximate learning of supply yield uncertainty
  International Journal of Production Economics, Vol. 243
- An analysis of optimal ordering policies for a two-supplier system with disruption risk
  Omega, Vol. 105
- Supply Chains and Antitrust Governance
  Nitish Jain,
  Sameer Hasija,
  Serguei Netessine
  18 February 2021 | Management Science, Vol. 67, No. 11
- Can loss aversion explain sourcing diversification under supply risk?
  Operations Research Letters, Vol. 49, No. 6
- Better to Bend than to Break: Sharing Supply Risk Using the Supply-Flexibility Contract
  Mehdi H. Farahani,
  Milind Dawande,
  Haresh Gurnani,
  Ganesh Janakiraman
  9 June 2020 | Manufacturing & Service Operations Management, Vol. 23, No. 5
- Typology and literature review on multiple supplier inventory control models
  European Journal of Operational Research, Vol. 293, No. 1
- Managing supply risk: Robust procurement strategy for capacity improvement
  Omega, Vol. 102
- Competitive pricing of substitute products under supply disruption
  Omega, Vol. 101
- Dynamic assessment of control system designs of information shared supply chain network experiencing supplier disruption
  9 October 2018 | Operational Research, Vol. 21, No. 1
- Optimal production decisions in biopharmaceutical fill-and-finish operations
  30 June 2020 | IISE Transactions, Vol. 53, No. 2
- Multi-sourcing under supply uncertainty and Buyer's risk aversion
  EURO Journal on Computational Optimization, Vol. 9
- Resilience toward supply disruptions: A stochastic inventory control model with partial backordering under the base stock policy
  Journal of Retailing and Consumer Services, Vol. 58
- Managing Disruption Risk When Supply Drives Future Demand
  SSRN Electronic Journal, Vol. 39
- Applications of Stochastic Orders and Stochastic Functions in Inventory and Pricing Problems
  SSRN Electronic Journal, Vol. 57
- Optimal Purchasing Policy for Fresh Products from Multiple Supply Sources with Considerations of Random Delivery Times, Risk, and Information
  3 April 2020 | Decision Sciences, Vol. 51, No. 6
- Heterogeneous suppliers’ contract design in assembly systems with asymmetric information
  European Journal of Operational Research, Vol. 286, No. 1
- Value of audit for supply chains with hidden action and information
  European Journal of Operational Research, Vol. 285, No. 3
- A Review of the Existing and Emerging Topics in the Supply Chain Risk Management Literature
  15 June 2020 | Decision Sciences, Vol. 51, No. 4
- Under what conditions can an application service firm with in-house computing benefit from cloudbursting?
  European Journal of Operational Research, Vol. 282, No. 1
- Offshore versus Onshore Sourcing: Quick Response, Random Yield, and Competition
  1 March 2020 | Production and Operations Management, Vol. 29, No. 3
- Product Sourcing and Distribution Strategies under Supply Disruption and Recall Risks
  1 January 2020 | Production and Operations Management, Vol. 29, No. 1
- Increasing Biomanufacturing Yield with Bleed-Feed: Optimal Policies and Insights
  SSRN Electronic Journal, Vol. 62
- Pricing Strategies for Competing Adaptive Retailers Facing Complex Consumer Behavior: Agent-based Model
  3 December 2019 | International Journal of Information Technology & Decision Making, Vol. 18, No. 06
- Supplier Diversification Under Buyer Risk
  Jiri Chod,
  Nikolaos Trichakis,
  Gerry Tsoukalas
  16 January 2019 | Management Science, Vol. 65, No. 7
- Dynamic Multisourcing with Dependent Supplies
  Qi Feng,
  Justin Jia,
  J. George Shanthikumar
  18 March 2019 | Management Science, Vol. 65, No. 6
- Efficient Multi-Attribute Auctions Considering Supply Disruption
  25 June 2019 | Asia-Pacific Journal of Operational Research, Vol. 36, No. 03
- Learning from Inventory Availability Information: Evidence from Field Experiments on Amazon
  Ruomeng Cui,
  Dennis J. Zhang,
  Achal Bassamboo
  18 April 2018 | Management Science, Vol. 65, No. 3
- Supply Diagnostic Incentives under Endogenous Information Asymmetry
  1 March 2019 | Production and Operations Management, Vol. 28, No. 3
- Benchmarking supplier external risk factors in electronic equipment industry supply chains
  20 December 2018 | Benchmarking: An International Journal, Vol. 26, No. 1
- Robust Sourcing from Suppliers under Ambiguously Correlated Major Disruption Risks
  1 February 2019 | Production and Operations Management, Vol. 28, No. 2
- Sequential Procurement with Contractual and Experimental Learning
  SSRN Electronic Journal, Vol. 85
- A Responsive-Pricing Retailer Sourcing From Competing Independent and Correlated Suppliers Facing Disruptions
  SSRN Electronic Journal, Vol. 39
- Disruption and Strategic Outsourcing to the Competitor in the Common Market
  International Journal of Operations Research and Information Systems, Vol. 10, No. 1
- Supporting small suppliers through buyer-backed purchase order financing
  5 April 2018 | International Journal of Production Research, Vol. 56, No. 18
- Supply chain finance risk management
  8 March 2018 | Tourism Economics, Vol. 24, No. 5
- Quality at the Source or at the End? Managing Supplier Quality Under Information Asymmetry
  Mohammad E. Nikoofal,
  Mehmet Gümüş
  27 April 2018 | Manufacturing & Service Operations Management, Vol. 20, No. 3
- Procurement Contracts Under Asymmetric Yield Information
- Wholesale Price Contracts for Reliable Supply
  1 June 2018 | Production and Operations Management, Vol. 27, No. 6
- Responding to Shipment Delays: The Roles of Operational Flexibility & Lead‐Time Visibility
  12 May 2017 | Decision Sciences, Vol. 49, No. 2
- Consistency and Recovery in Retail Supply Chains
  15 February 2018 | Journal of Business Logistics, Vol. 39, No. 1
- Strategic Behavior of Suppliers in the Face of Production Disruptions
  Süleyman Demirel,
  Roman Kapuscinski,
  Man Yu
  1 February 2017 | Management Science, Vol. 64, No. 2
- Supply and Demand Functions in Inventory Models
  Qi Feng,
  J. George Shanthikumar
  25 September 2017 | Operations Research, Vol. 66, No. 1
- Better to Bend than to Break: Sharing Supply Risk Using the Supply-Flexibility Contract
  SSRN Electronic Journal, Vol. 55
- Simulation-based production planning for engineer-to-order systems with random yield
- Retailer’s Procurement Strategy under Endogenous Supply Stability
  7 December 2017 | Sustainability, Vol. 9, No. 12
- Optimal sourcing from a pool of suppliers with nonidentical salvage values
  International Journal of Production Economics, Vol. 193
- Optimal ordering strategy with service constraints under supply disruptions
  Journal of Intelligent & Fuzzy Systems, Vol. 33, No. 5
- Coordinating a decentralized hybrid push–pull assembly system with unreliable supply and uncertain demand
  7 April 2015 | Annals of Operations Research, Vol. 257, No. 1-2
- Disruption Risk and Optimal Sourcing in Multitier Supply Networks
  Erjie Ang,
  Dan A. Iancu,
  Robert Swinney
  14 July 2016 | Management Science, Vol. 63, No. 8
- An examination of external risk factors in Apple Inc.’s supply chain
  16 May 2017 | Supply Chain Forum: An International Journal, Vol. 18, No. 3
- Lot‐sizing model with advance payment pricing and disruption in supply under planned partial backordering
  10 June 2016 | International Transactions in Operational Research, Vol. 24, No. 4
- Sourcing Decisions with Capacity Reservations under Supply Disruptions
  Journal of Management Science and Engineering, Vol. 2, No. 2
- Mitigating Supply Uncertainty: The Interplay Between Diversification and Pricing
  1 March 2017 | Production and Operations Management, Vol. 26, No. 3
- A Tale of Two Information Asymmetries in Competitive Supply Chains
  4 October 2016
- Sourcing assemble-to-order inventories under supplier risk uncertainty
  Omega, Vol. 66
- Influence Analysis for Supply Uncertainty on Decisions of Retailer of Limited Sales Cycle Products
  Procedia Engineering, Vol. 174
- Consistency and Recovery in Retail Supply Chains
  SSRN Electronic Journal, Vol. 28
- Review of Multi-Supplier Inventory Models in Supply Chain Management: An Update
  SSRN Electronic Journal, Vol. 34
- Stochastic simulation under input uncertainty for contract-manufacturer selection in pharmaceutical industry
- Optimally configuring a two-stage serial line supply chain under the guaranteed service model
  International Journal of Production Economics, Vol. 181
- The Impact of Supplier Inventory Service Level on Retailer Demand
  Nathan Craig,
  Nicole DeHoratius,
  Ananth Raman
  29 August 2016 | Manufacturing & Service Operations Management, Vol. 18, No. 4
- Interventions for an Artemisinin‐based Malaria Medicine Supply Chain
  1 September 2016 | Production and Operations Management, Vol. 25, No. 9
- Dual Sourcing Under Random Supply Capacities: The Role of the Slow Supplier
  1 July 2016 | Production and Operations Management, Vol. 25, No. 7
- Comparison of Bertrand and Cournot competitions under random yield
  9 October 2015 | International Journal of Production Research, Vol. 54, No. 11
- United We Stand or Divided We Stand? Strategic Supplier Alliances Under Order Default Risk
  Xiao Huang,
  Tamer Boyacı,
  Mehmet Gümüş,
  Saibal Ray,
  Dan Zhang
  9 September 2015 | Management Science, Vol. 62, No. 5
- Ad Revenue Optimization in Live Broadcasting
  Dana G. Popescu,
  Pascale Crama
  19 October 2015 | Management Science, Vol. 62, No. 4
- Compensating for Dynamic Supply Disruptions: Backup Flexibility Design
  Soroush Saghafian,
  Mark P. Van Oyen
  11 March 2016 | Operations Research, Vol. 64, No. 2
- Dual sourcing under disruption risk and cost improvement through learning
  European Journal of Operational Research, Vol. 250, No. 1
- The Newsvendor under Demand Ambiguity: Combining Data with Moment and Tail Information
  Soroush Saghafian,
  Brian Tomlin
  11 January 2016 | Operations Research, Vol. 64, No. 1
- OR/MS models for supply chain disruptions: a review
  15 December 2015 | IIE Transactions, Vol. 48, No. 2
- Supply and Demand Functions in Inventory Models
  SSRN Electronic Journal, Vol. 50
- Optimal Sourcing with Ambiguously Correlated Suppliers
  SSRN Electronic Journal, Vol. 60
- Learning from Inventory Availability Information: Field Evidence from Amazon
  SSRN Electronic Journal, Vol. 52
- Supply Chain Disruptions: Evidence from the Great East Japan Earthquake
  SSRN Electronic Journal, Vol. 30
- Supply chain risk mitigations with expedited shipping
  Omega, Vol. 57
- Dual sourcing and backup production: Coexistence versus exclusivity
  Omega, Vol. 57
- Identifying Risks and Mitigating Disruptions in the Automotive Supply Chain
  David Simchi-Levi,
  William Schmidt,
  Yehua Wei,
  Peter Yun Zhang,
  Keith Combs,
  Yao Ge,
  Oleg Gusikhin,
  Michael Sanders,
  Don Zhang
  20 October 2015 | Interfaces, Vol. 45, No. 5
- Sequential unreliable newsboy ordering policies
  16 September 2014 | Annals of Operations Research, Vol. 233, No. 1
- How does a responsible supplier control its production under the opportunity of demand expansion?
- Supplier competition and its impact on firm׳s sourcing strategy
  Omega, Vol. 55
- Production inventory with service time and interruptions
  7 October 2013 | International Journal of Systems Science, Vol. 46, No. 10
- The comparison of two procurement strategies in the presence of supply disruption
  Computers & Industrial Engineering, Vol. 85
- On the risk-averse procurement strategy under unreliable supply
  Computers & Industrial Engineering, Vol. 84
- Contingent sourcing under supply disruption and competition
  8 October 2014 | International Journal of Production Research, Vol. 53, No. 10
- Building a mutually beneficial partnership to ensure backup supply
  Omega, Vol. 52
- Comparative Studies of Three Backup Contracts Under Supply Disruptions
  30 March 2015 | Asia-Pacific Journal of Operational Research, Vol. 32, No. 02
- Modeling a severe supply chain disruption and post-disaster decision making with application to the Japanese earthquake and tsunami
  15 August 2014 | IIE Transactions, Vol. 46, No. 12
- Two-product inventory management with fixed costs and supply uncertainty
  Applied Mathematical Modelling, Vol. 38, No. 23
- Dynamic Pricing and Inventory Management with Dual Suppliers of Different Lead Times and Disruption Risks
  1 December 2014 | Production and Operations Management, Vol. 23, No. 12
- Production planning problem with pricing under random yield: CVaR criterion
  28 August 2014 | Journal of Systems Science and Systems Engineering, Vol. 23, No. 3
- Assessing disaster risks in supply chains
  Industrial Management & Data Systems, Vol. 114, No. 5
- Strategic obfuscation of production capacities
  3 April 2014 | Naval Research Logistics (NRL), Vol. 61, No. 3
- Outsourcing to suppliers with unknown capabilities
  European Journal of Operational Research, Vol. 234, No. 1
- Scenario-Based Modeling of Interdependent Demand and Supply Uncertainties
  IEEE Transactions on Engineering Management, Vol. 61, No. 1
- The Newsvendor Under Demand Ambiguity: Combining Data with Moment and Tail Information
  SSRN Electronic Journal, Vol. 17
- Mitigating Supply Uncertainty: The Interplay between Diversification and Pricing
  SSRN Electronic Journal, Vol. 6
- Optimal ordering policies and sourcing strategies with supply disruption
  Journal of Industrial and Management Optimization, Vol. 10, No. <![CDATA[4]]>
- Robust Supply Chain Risk Management
- How does pricing power affect a firm’s sourcing decisions from unreliable suppliers?
  5 November 2013 | International Journal of Production Research, Vol. 51, No. 23-24
- Real options at the interface of finance and operations: exploiting embedded supply-chain real options to gain competitiveness
  The European Journal of Finance, Vol. 19, No. 7-8
- Bibliography
  16 April 2013
- A human experiment on inventory decisions under supply uncertainty
  International Journal of Production Economics, Vol. 142, No. 1
- Supply Diversification with Responsive Pricing
  1 March 2013 | Production and Operations Management, Vol. 22, No. 2
- Supply coordination based on bonus policy in assembly under uncertain delivery time
  28 March 2013 | Chinese Journal of Mechanical Engineering, Vol. 26, No. 2
- A continuous-review inventory model with random disruptions at the primary supplier
  European Journal of Operational Research, Vol. 225, No. 1
- Dynamic Pricing and Supply Coordination with Reimbursement Contract under Random Yield and Demand
  Discrete Dynamics in Nature and Society, Vol. 2013
- Strategic Obfuscation of Production Capacities
  SSRN Electronic Journal, Vol. 57
- Contingent Sourcing Under Supply Disruption and Competition
  SSRN Electronic Journal, Vol. 9
- The Impact of Trust on Inventory Replenishment Decision and Extended Inventory
  SSRN Electronic Journal, Vol. 52
- Coordination Performance Evaluation of Supply Logistics in JIT Environment
- Monitoring and Warning Mechanisms of Supply Coordination in Assembly System under Delivery Uncertainty
- The value of flexible backup suppliers and disruption risk information: newsvendor analysis with recourse
  30 July 2012 | IIE Transactions, Vol. 44, No. 10
- Supply-Side Story: Risks, Guarantees, Competition, and Information Asymmetry
  Mehmet Gümüş,
  Saibal Ray,
  Haresh Gurnani,
  18 May 2012 | Management Science, Vol. 58, No. 9
- Dynamic price quotation in a responsive supply chain for one-of-a-kind production
  International Journal of Production Economics, Vol. 139, No. 1
- A periodic-review inventory system with a capacitated backup supplier for mitigating supply disruptions
  European Journal of Operational Research, Vol. 219, No. 2
- Backup agreements with penalty scheme under supply disruptions
  International Journal of Systems Science, Vol. 43, No. 5
- Using a Dual-Sourcing Option in the Presence of Asymmetric Information About Supplier Reliability: Competition vs. Diversification
  Zhibin (Ben) Yang,
  Göker Aydın,
  Volodymyr Babich,
  Damian R. Beil,
  16 January 2012 | Manufacturing & Service Operations Management, Vol. 14, No. 2
- Infinite-horizon models for inventory control under yield uncertainty and disruptions
  Computers & Operations Research, Vol. 39, No. 4
- Modeling supplier risks using Bayesian networks
  Industrial Management & Data Systems, Vol. 112, No. 2
- Real Options at the Interface of Finance and Operations: Exploiting Embedded Supply Chain Real Options to Gain Competitiveness
  SSRN Electronic Journal, Vol. 29
- Compensating for Dynamic Supply Disruptions with Backup Flexibility
  SSRN Electronic Journal, Vol. 43
- Coordinating the Assembly System Based on Compensation Mechanism Under Supply Disruption
  Information Technology Journal, Vol. 10, No. 12
- Operational Strategies for Managing Supply Chain Disruption Risk
  11 October 2011
- Integrated Production and Risk Hedging with Financial Instruments
  11 October 2011
- The Impact of Yield-Dependent Trading Costs on Pricing and Production Planning Under Supply Uncertainty
  Burak Kazaz,
  Scott Webster,
  8 June 2011 | Manufacturing & Service Operations Management, Vol. 13, No. 3
- Achieving a Long-Term Service Target with Periodic Demand Signals: A Newsvendor Framework
  Alain Bensoussan,
  Qi Feng,
  Suresh P. Sethi,
  13 October 2010 | Manufacturing & Service Operations Management, Vol. 13, No. 1
- Using a Dual-Sourcing Option in the Presence of Asymmetric Information about Supplier Reliability: Competition vs. Diversification
  SSRN Electronic Journal, Vol. 12
- How Does Pricing Power Affect a Firm's Sourcing Decisions from Unreliable Suppliers?
  SSRN Electronic Journal, Vol. 6
- The Impact of Supplier Reliability Tracking on Customer Demand: Model and Estimation Methodology
  SSRN Electronic Journal, Vol. 52
- Supply Diversification with Responsive Pricing
  SSRN Electronic Journal, Vol. 6
- Dynamic Price Quotation in a Responsive Supply Chain for One-Of-A-Kind Production
  SSRN Electronic Journal, Vol. 22
- Coordination Performance Evaluation of Supply Logistics in JIT Environment
  International Journal of Advanced Pervasive and Ubiquitous Computing, Vol. 3, No. 1
- Coordination with a backup supplier through buy-back contract under supply disruption
  Transportation Research Part E: Logistics and Transportation Review, Vol. 46, No. 6
- Study on Inventory Control under Stochastic Disruptions
  Acta Automatica Sinica, Vol. 36, No. 7
- Managing disruption risks in supply chain
- An inventory model with server interruptions
  24 July 2010
- Managing Supply Uncertainty with an Information Market
- Managing Supply Uncertainties Through Bayesian Information Update
  IEEE Transactions on Automation Science and Engineering, Vol. 7, No. 1
- Infinite-Horizon Models for Inventory Control under Yield Uncertainty and Disruptions
  SSRN Electronic Journal, Vol. 45
- OR/MS Models for Supply Chain Disruptions: A Review
  SSRN Electronic Journal, Vol. 25
- To wait or not to wait: Optimal ordering under lead time uncertainty and forecast updating
  7 October 2009 | Naval Research Logistics (NRL), Vol. 56, No. 8
- Risk, Financing and the Optimal Number of Suppliers
  SSRN Electronic Journal, Vol. 6

cover image Manufacturing & Service Operations Management

Volume 11, Issue 2

Spring 2009

Pages 191-372

Article Information

Supplemental Material

Metrics

Information

Received:August 16, 2005
Accepted:October 29, 2007
Published Online:May 07, 2008

Cite as

Brian Tomlin, (2008) Impact of Supply Learning When Suppliers Are Unreliable. Manufacturing & Service Operations Management 11(2):192-209.

https://doi.org/10.1287/msom.1070.0206

Keywords

PDF download

Available Issues

Available Issues

Available Issues

Available Issues

Available Issues

Impact of Supply Learning When Suppliers Are Unreliable

Supplemental Material

Volume 11, Issue 2

Article Information

Supplemental Material

Metrics

Information

Cite as

Keywords

Sign Up for INFORMS Publications Updates and News