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Supply Chain Risk The dark side of supply chain mangement Guest lecture, LOG 711, 15.09.2011 Jan Husdal Research   Geographer Møreforsking Molde
Jan Husdal ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],Source:  www.cargolaw.com/gallery.html The lecture is meant to  highlight some of the current literature  on supply chain risk and to  suggest further reading  materials. You will not know everything there is to know about supply chain risk after the lecture, but you will know where to find it…I hope
Supply chain risks in 2011 (1) images.nationalgeographic.com/wpf/media-live/photos/000/332/cache/cargo-containers-japan-earthquake-aftermath_33237_600x450.jpg FROM: news.nationalgeographic.com/news/2011/03/pictures/110312-japan-earthquake-tsunami-nuclear-reactor-emergency-world/
Global effects of supply chain disruptions:  Looking back at the Japan earthquake and tsunami The figure indicates that Japan's major market lies in Asia and China.  If these exports are disrupted that in turn will hamper these countries, and in particular China, in exporting their goods to Europe and the US -  online.wsj.com/article/SB10001424052748704662604576202823395268178.html -  reuters.com/article/2011/03/14/us-japan-quake-supplychain-idUSTRE72D1FQ20110314 -  bbc.co.uk/blogs/thereporters/stephanieflanders/2011/03/measuring_the_economic_aftersh.htm -  scmr.com/article/japans_supply_chain_still_under_pressure/ This figure shows the sectors that are most likely to be hit the worst by the current crisis in Japan: The automotive sector and the electronics sector 2008
Global effects of supply chain risks Some quotes Zurich, the insurance group, has tracked  more than 1,000 examples in the past five years  where companies have quietly suffered because of disruption at a factory producing a critical component, or at a key transport stage. Last year, the Business Continuity Institute published a survey of companies which suggested that  three-quarters had experienced production hiccups in their supply chain in the previous 12 months , due to unexpected surprises (ranging from weather to health issues to earthquakes). www.cnbc.com/id/42103348
The financial impact of supply chain glitches Hendricks, K. B., & Singhal, V. R. (2003).  The effect of supply chain glitches on shareholder wealth .  Journal of Operations Management, 21 , 501-522. “ Glitch” (production or shipment delay) announcements on average  decrease shareholder value by near 11% , based on a sample of 519 announcements made during 1989-2000. “Glitches” could be due to many reasons including inaccurate  forecast , poor  planning , part  shortages ,  quality  problems,  production  problems, equipment  breakdowns ,  capacity  shortfall, and operational  constraints . Glitches could be due to  suppliers ,  customers , or  internal  sources.
Supply chain risks in 2011 (2) www.rollingstone.com/music/news/sony-warehouse-destroyed-in-london-riots-20110809 … the blaze will have  a direct impact on deliveries  of CDs and DVDs throughout the region, as this was  the only facility storing their products in the country ….  … the warehouse stored  the entire inventory   of PIAS UK, the primary distribution hub for over 150 labels…
Supply chain risk – implications/consequences? Loss of goods Insurance? Loss of vehicle Replacement? Delayed delivery Brand reputation? Injured personell Hiring and training? Weather conditions Detour possible? Suggested reading: Husdal, J. & Bråthen, S. (2010).  How Norwegian freight carriers handle supply chain disruptions . Paper presented at the World Conference for Transportation Research 2010, Lisbon, Portugal, 11-15 July 2010.
Supply Chain Risk – another example news.bbc.co.uk/2/hi/africa/7692408.stm
Why Supply Chain Risk? Supply chain risk research has grown in importance in the last 10 years and has resulted in many frameworks and concepts of risk categories and risk mitigation measures, but there is yet to be a consensus on which framework that best captures different types of supply chain risks. Oke, A., & Gopalakrishnan, M. (2009).  Managing disruptions in supply chains:  A case study of a retail supply chain .  International Journal of Production Economics,  118  (1), 168-174 .
Supply Chain  Trends   >   Consequences ,[object Object],[object Object],[object Object],[object Object],[object Object],Christopher, M. (2005)  Managing risk in the supply chain . In: Christopher, M. (Ed.)  Logistics and Supply Chain Management.  3rd ed., Prentice Hall, pp. 231-258.
Why is supply chain risk important? ,[object Object],[object Object],World Economic Forum (2008)  Hyper-optimization and supply chain vulnerability: an invisible global risk?  In: Global Risks 2008 – A Global Risk Network Report, REF: 090108, World Economic Forum, Switzerland. http://www.weforum.org/pdf/globalrisk/report2008.pdf
[object Object],[object Object],[object Object],[object Object],Norrman and Janson (2004)  Ericsson’s proactive supply chain risk management after a serious sub-supplier accident . International Journal of Physical Distribution and Logistics Management, Vol 34, No 5, pp. 434-456 Latour, A. (2001).  Trial by Fire: a blaze in Albuquerque sets off major crisis for cellphone giants . The Wall Street Journal, January 29, 2001 Local event – Global consequences
The Ericsson/Nokia fire Mukherjee, A. (2009).  The Fire That Changed an Industry.  In  The Spider's Strategy: Creating Networks to Avert Crisis, Create Change, and Really Get Ahead (pp. 3-15). Upper Sadle River: FT Press.  http://www.ftpress.com/articles/article.aspx?p=1244469 “ On July 20, 2000, Ericsson reported that the fire and component shortages had caused a second-quarter operating loss of $200 million in its mobile phone division. As such, annual earnings would be lower by between $333 million and $445 million.     Six months later, it reported divisional annual losses of $1.68 billion, a 3% loss of market share, and corporate operating losses of $167 million.”
What is risk? (1) ,[object Object],[object Object],[object Object],[object Object],Aven, E., & Aven, T. (2011).  On how to understand and express enterprise risk   International Journal of Business Continuity and Risk Management, 2  (1), 20-34
Examples of risk definitions Talbot, J., & Jakeman, M. (2009).  Security Risk Management – Body of Knowledge . Hoboken: John Wiley and Sons.
Risk and uncertainty ,[object Object],but there is often some uncertainty in the assessment of P or C  Risk is often defined as Example: Jumping from a plane with and without a parachute, which is more risky? Aven, T. (2007).  A unified framework for risk and vulnerability analysis covering both safety and security .  Reliability Engineering & System Safety, 92  (6), 745-754 ,[object Object],[object Object]
What is risk? (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Kaplan, S., Garrick, B.J. (1981).  On the quantitative definition of risk .  Risk Analysis, 1  (1), 11-27. Kaplan, S. (1997).  The words of risk analysis .  Risk Analysis, 17  (4), 407-417. Paulsson, U. (2007).  On Managing Disruption Risks in the Supply Chain   – the DRISC Model . Unpublished PhD, Lund University, Lund.
Risk analysis ,[object Object],Norman, A. and Lindroth, R. (2004)  Categorization of Supply Chain Risk and Risk Management . In: Brindley, C. (Ed.)  Supply Chain Risk.  Ashgate, pp. 14-27. Risk acceptance criteria
Risk analysis ,[object Object],[object Object],Talbot, J., & Jakeman, M. (2009).  Security Risk Management – Body of Knowledge . Hoboken: John Wiley and Sons.
Risk categorization schemes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
High-Impact Low Likelihood ,[object Object],[object Object],[object Object],Taleb, N M, Goldstein D G & Spitznagel, M W (2009)  The Six Mistakes Executives Make in Risk Management .  Harvard Business Review, 87 (10), 78-81 Cohen, Morris A, & Kunreuther, Howard (2007).  Operations Risk Management: Overview of Paul Kleindorfer’s Contributions.  Production and Operations Management, 16 (5), 525-541
High-Impact Low Likelihood (2) www.youtube.com/watch?v=Zqo4MidIK28 Patrick Dixon, Futurist, www.globalchange.com
Supply-Demand-Operational-External ,[object Object],[object Object],[object Object],[object Object],Christopher, M., & Peck, H. (2004).  Building the resilient supply chain .  International Journal of Logistics Management, 15 (2), 1-13. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Organization-Network-Environment (1) ,[object Object],[object Object],[object Object],[object Object],Jütner, U., Peck, H. and Christopher, M. (2003)  Supply Chain Risk Management: Outlining an Agenda for Future Research .  International Journal of Logistics: Research and Applications,  Vol. 6 ,  No. 4, pp. 197-210.
Organization-Network-Environment (2) ,[object Object],[object Object],Peck, H. (2005).  Drivers of supply chain vulnerability : an integrated framework. International Journal of Physical Distribution & Logistics Management, 35(3/4), 210-229. Peck, H. (2006).  Reconciling supply chain vulnerability, risk and supply chain management . International Journal of Logistics: Research and Applications, 9(2), 127-142.
Disturbance versus Disruption ,[object Object],[object Object],Greening, P. & Rutherford, C. (2011).  Disruptions and supply networks: a multi-level, multi-theoretical relational perspective.  International Journal of Logistics Management, 22 (1), 104-126
Deviation versus Disruption versus Disaster ,[object Object],[object Object],[object Object],Viswanadham, N. & Gaonkar, R. S. (2008).  Risk Management in Global Supply Chain Networks . In: Tang, C.S., Teo, C.-T. & Wei, K-K. (eds.) Supply Chain Analysis. New York: Springer.
Supply Chain Risk Original figure in:  Jütner, U., Peck, H. and Christopher, M. (2003)  Supply Chain Risk Management: Outlining an Agenda for Future Research .  International Journal of Logistics: Research and Applications,  Vol. 6 ,  No. 4, pp. 197-210. Adaptation in:  Husdal, J (2010)  Supply chain disruptions in sparse transportation networks – A Norwegian perspective .  Proceedings of the 10th International Research Seminar on Supply Chain Risk Management, ISCRiM , 6-7 September, Loughborough, UK. Supply Chain Risk can be viewed as a 4-fold construct: Risk sources . Consequences  (impacts) of the risk sources. Risk drivers  that turn risks into consequences. Strategies   to address the risks.
Proactive versus Reactive Risk Management Asbjørnslett, B E and Rausand, M (1997)  Assess the vulnerability of your production system . Report NTNU 97018. Norwegian University of Science and Technology NTNU, Department of Production and Quality Engineering, Trondheim, Norway. Tomlin, B. (2006)  On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks .  Management Science, 52  (5),639-657 Ritchie, B. and Brindley, C. (2004)  Risk Characteristics of the Supply Chain – A Contingency Framework .  In: Supply Chain Risk. Ed. Brindley, C. , Ashgate Publishing, pp. 28-42,197-202 Mitigative actions  address risk sources. Contingent actions  address risk consequences.
Types of supply chain risk Shah, M. (2008)  Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
Types of supply chain risk 1/3 ,[object Object],[object Object],[object Object],[object Object],[object Object],Manuj, I. and Mentzer, J. T. (2008)  Global Supply Chain Risk Management .  Journal of Business Logistics,  Vol. 29 ,  No. 1, pp. 133-155
Types of supply chain risk 2/3 ,[object Object],[object Object],[object Object],[object Object],[object Object],Manuj, I. and Mentzer, J. T. (2008)  Global Supply Chain Risk Management .  Journal of Business Logistics,  Vol. 29 ,  No. 1, pp. 133-155
[object Object],[object Object],[object Object],[object Object],[object Object],Types of supply chain risk 3/3 Manuj, I. and Mentzer, J. T. (2008)  Global Supply Chain Risk Management .  Journal of Business Logistics,  Vol. 29 ,  No. 1, pp. 133-155
Supply Chain Risk Management ,[object Object],1  Paulsson, U. (2004)  Supply Chain Risk Management .  In :  Brindley, C. (ed): Supply Chain Risk. Ashgate  Publishing Limited, pp.79-99. 2  Kajüter, P. (2003)  Risk Management in Supply Chains . In: Seuring, S Müller, M.,  Goldbach, M., Schneidewind, U. (eds.) Strategy and Organization in  Supply Chains, Physica, Heidelberg, pp. 321-336.
Risk Management Strategies (1) Avoid Transfer Reduce Retain  Exploit DeLoach, J (2000)  Enterprise-Wide Risk Management: Strategies for Linking Risk & Opportunity.  Financial Times Management/ Prentice Hall. The classic Four (Five) Exploit
Risk Management Strategies (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Khemani, K. (2007)  Bringing Rigor to Risk Management . Supply Chain Management Review 11(2), 67-68.
Risk Management Strategies (3) Köhler, H. (2011)  Supply Chain Risiken im Low Cost Country Sourcing: Reduktion von Lieferrisiken in China und der Türkei . Berlin: Erich Schmidt Verlag. RISK Avoid Limit Transfer Retain Active Effect Cause Reduce Reactive RISK Remaining Total
[object Object],[object Object],[object Object],The difference between  Robustness ,  Flexibility ,  Agility  and  Resilience Frequently used terms (1) Figure in: Husdal, J. (2010)  A Conceptual Framework for Risk and Vulnerability in Virtual Enterprise Networks . In: S. Ponis (Ed.) Managing Risk in Virtual Enterprise Networks. Hershey: IGI Global
[object Object],[object Object],[object Object],[object Object],The difference between  Robustness ,  Flexibility ,  Agility  and  Resilience  (2) Frequently used terms (2) Goranson, T. (1999).  The Agile Virtual Enterprise . Westport, CT: Quorum Books. Asbjørnslett, B. (2008).  Assessing the Vulnerability of Supply Chains . In G. A. Zsidisin & B. Ritchie (Eds.),  Supply Chain Risk: A Handbook of Assessment, Management and Performance . New York: Springer.
Mitigating supply chain disruptions (1) Tang, C. (2006).  Robust strategies for mitigating supply chain disruptions.   International Journal of Logistics, 9  (1), 33-45 youtube.com/watch?v=K6XxcBTanZw
Mitigating supply chain disruptions (2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Tang, C. (2006).  Robust strategies for mitigating supply chain disruptions.   International Journal of Logistics, 9  (1), 33-45
Mitigating supply chain disruptions (3) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Tang, C. (2006).  Robust strategies for mitigating supply chain disruptions.   International Journal of Logistics, 9  (1), 33-45
Mitigating supply chain disruptions (4) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Tang, C. (2006).  Robust strategies for mitigating supply chain disruptions.   International Journal of Logistics, 9  (1), 33-45
The cost-benefit of risk mitigation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Figure in: Husdal, J. (2005)  The vulnerability of road networks in a cost-benefit perspective . Paper presented at TRB2005, the Transportation Research Board Annual Meeting 2005, Washington DC, USA, 9-13 January 2005.
Calculating the Value-at-Risk (1) Shah, M. (2008)  Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
Calculating the Value-at-Risk (2) Shah, M. (2008)  Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
Calculating the Value-at-Risk (3) Shah, M. (2008)  Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
Supply Chain Disruptions (1) Sheffi, Y. (2005)  The Resilient Enterprise - Overcoming Vulnerability for Competitive Advantage , Cambridge: MIT Press Warning? What happens to supply chain performance during an unforeseen event?
Supply Chain Disruptions (2) ,[object Object],[object Object],Mc Manus, S. et al (2007)  Resilience Management – A Framework for Assessing and Improving the Resilience of Organisations . Research Report 2007/01, Resilient Organisations, New Zealand.  www.resorgs.org.nz Resilient organizations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Supply Chain Design   vis-a-vis supply chain disruptions Craighead, C. W., Blackhurst, J., Rungtusanatham, M. J. & Handfield, R. B. (2007)  The Severity of Supply Chain Disruptions: Design Characteristics and Mitigation Capabilities . Decision Sciences, Vol. 38, No. 1, pp. 131-156. Factors (risk drivers) that can aggravate or lessen  supply chain disruptions:
Supply Chain Risk Management ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Preparing for Evil , Harvard Business Review, April 2003, pp. 109-115 Christopher, M. (2005)  Managing risk in the supply chain . In: Christopher, M. (Ed.)  Logistics and Supply Chain Management.  3rd ed., Prentice Hall, pp. 231-258.
Supply Chain Risk Management youtube.com/watch?v=QlZ6TyUaYpw
Managing supply chain risk ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Christopher, M. (2005)  Managing risk in the supply chain . In: Christopher, M. (Ed.)  Logistics and Supply Chain Management.  3rd ed., Prentice Hall, pp. 231-258.
Managing supply chain risk 2/2 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Christopher, M. (2005)  Managing risk in the supply chain . In: Christopher, M. (Ed.)  Logistics and Supply Chain Management.  3rd ed., Prentice Hall, pp. 231-258.
Summary ,[object Object],[object Object],[object Object],[object Object]
Want to know more? ,[object Object]

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Supply chain-risk-2011

  • 1. Supply Chain Risk The dark side of supply chain mangement Guest lecture, LOG 711, 15.09.2011 Jan Husdal Research Geographer Møreforsking Molde
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  • 4. Supply chain risks in 2011 (1) images.nationalgeographic.com/wpf/media-live/photos/000/332/cache/cargo-containers-japan-earthquake-aftermath_33237_600x450.jpg FROM: news.nationalgeographic.com/news/2011/03/pictures/110312-japan-earthquake-tsunami-nuclear-reactor-emergency-world/
  • 5. Global effects of supply chain disruptions: Looking back at the Japan earthquake and tsunami The figure indicates that Japan's major market lies in Asia and China. If these exports are disrupted that in turn will hamper these countries, and in particular China, in exporting their goods to Europe and the US - online.wsj.com/article/SB10001424052748704662604576202823395268178.html - reuters.com/article/2011/03/14/us-japan-quake-supplychain-idUSTRE72D1FQ20110314 - bbc.co.uk/blogs/thereporters/stephanieflanders/2011/03/measuring_the_economic_aftersh.htm - scmr.com/article/japans_supply_chain_still_under_pressure/ This figure shows the sectors that are most likely to be hit the worst by the current crisis in Japan: The automotive sector and the electronics sector 2008
  • 6. Global effects of supply chain risks Some quotes Zurich, the insurance group, has tracked more than 1,000 examples in the past five years where companies have quietly suffered because of disruption at a factory producing a critical component, or at a key transport stage. Last year, the Business Continuity Institute published a survey of companies which suggested that three-quarters had experienced production hiccups in their supply chain in the previous 12 months , due to unexpected surprises (ranging from weather to health issues to earthquakes). www.cnbc.com/id/42103348
  • 7. The financial impact of supply chain glitches Hendricks, K. B., & Singhal, V. R. (2003). The effect of supply chain glitches on shareholder wealth . Journal of Operations Management, 21 , 501-522. “ Glitch” (production or shipment delay) announcements on average decrease shareholder value by near 11% , based on a sample of 519 announcements made during 1989-2000. “Glitches” could be due to many reasons including inaccurate forecast , poor planning , part shortages , quality problems, production problems, equipment breakdowns , capacity shortfall, and operational constraints . Glitches could be due to suppliers , customers , or internal sources.
  • 8. Supply chain risks in 2011 (2) www.rollingstone.com/music/news/sony-warehouse-destroyed-in-london-riots-20110809 … the blaze will have a direct impact on deliveries of CDs and DVDs throughout the region, as this was the only facility storing their products in the country …. … the warehouse stored the entire inventory of PIAS UK, the primary distribution hub for over 150 labels…
  • 9. Supply chain risk – implications/consequences? Loss of goods Insurance? Loss of vehicle Replacement? Delayed delivery Brand reputation? Injured personell Hiring and training? Weather conditions Detour possible? Suggested reading: Husdal, J. & Bråthen, S. (2010). How Norwegian freight carriers handle supply chain disruptions . Paper presented at the World Conference for Transportation Research 2010, Lisbon, Portugal, 11-15 July 2010.
  • 10. Supply Chain Risk – another example news.bbc.co.uk/2/hi/africa/7692408.stm
  • 11. Why Supply Chain Risk? Supply chain risk research has grown in importance in the last 10 years and has resulted in many frameworks and concepts of risk categories and risk mitigation measures, but there is yet to be a consensus on which framework that best captures different types of supply chain risks. Oke, A., & Gopalakrishnan, M. (2009). Managing disruptions in supply chains: A case study of a retail supply chain . International Journal of Production Economics, 118 (1), 168-174 .
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  • 15. The Ericsson/Nokia fire Mukherjee, A. (2009). The Fire That Changed an Industry. In The Spider's Strategy: Creating Networks to Avert Crisis, Create Change, and Really Get Ahead (pp. 3-15). Upper Sadle River: FT Press. http://www.ftpress.com/articles/article.aspx?p=1244469 “ On July 20, 2000, Ericsson reported that the fire and component shortages had caused a second-quarter operating loss of $200 million in its mobile phone division. As such, annual earnings would be lower by between $333 million and $445 million.   Six months later, it reported divisional annual losses of $1.68 billion, a 3% loss of market share, and corporate operating losses of $167 million.”
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  • 17. Examples of risk definitions Talbot, J., & Jakeman, M. (2009). Security Risk Management – Body of Knowledge . Hoboken: John Wiley and Sons.
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  • 24. High-Impact Low Likelihood (2) www.youtube.com/watch?v=Zqo4MidIK28 Patrick Dixon, Futurist, www.globalchange.com
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  • 30. Supply Chain Risk Original figure in: Jütner, U., Peck, H. and Christopher, M. (2003) Supply Chain Risk Management: Outlining an Agenda for Future Research . International Journal of Logistics: Research and Applications, Vol. 6 , No. 4, pp. 197-210. Adaptation in: Husdal, J (2010) Supply chain disruptions in sparse transportation networks – A Norwegian perspective . Proceedings of the 10th International Research Seminar on Supply Chain Risk Management, ISCRiM , 6-7 September, Loughborough, UK. Supply Chain Risk can be viewed as a 4-fold construct: Risk sources . Consequences (impacts) of the risk sources. Risk drivers that turn risks into consequences. Strategies to address the risks.
  • 31. Proactive versus Reactive Risk Management Asbjørnslett, B E and Rausand, M (1997) Assess the vulnerability of your production system . Report NTNU 97018. Norwegian University of Science and Technology NTNU, Department of Production and Quality Engineering, Trondheim, Norway. Tomlin, B. (2006) On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks . Management Science, 52 (5),639-657 Ritchie, B. and Brindley, C. (2004) Risk Characteristics of the Supply Chain – A Contingency Framework . In: Supply Chain Risk. Ed. Brindley, C. , Ashgate Publishing, pp. 28-42,197-202 Mitigative actions address risk sources. Contingent actions address risk consequences.
  • 32. Types of supply chain risk Shah, M. (2008) Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
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  • 37. Risk Management Strategies (1) Avoid Transfer Reduce Retain Exploit DeLoach, J (2000) Enterprise-Wide Risk Management: Strategies for Linking Risk & Opportunity. Financial Times Management/ Prentice Hall. The classic Four (Five) Exploit
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  • 39. Risk Management Strategies (3) Köhler, H. (2011) Supply Chain Risiken im Low Cost Country Sourcing: Reduktion von Lieferrisiken in China und der Türkei . Berlin: Erich Schmidt Verlag. RISK Avoid Limit Transfer Retain Active Effect Cause Reduce Reactive RISK Remaining Total
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  • 42. Mitigating supply chain disruptions (1) Tang, C. (2006). Robust strategies for mitigating supply chain disruptions. International Journal of Logistics, 9 (1), 33-45 youtube.com/watch?v=K6XxcBTanZw
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  • 47. Calculating the Value-at-Risk (1) Shah, M. (2008) Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
  • 48. Calculating the Value-at-Risk (2) Shah, M. (2008) Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
  • 49. Calculating the Value-at-Risk (3) Shah, M. (2008) Supply Chain Risk Management Using SCOR . Supply Chain World Asia Pacific Conference 2008, 23 - 24 July 2008, Singapore
  • 50. Supply Chain Disruptions (1) Sheffi, Y. (2005) The Resilient Enterprise - Overcoming Vulnerability for Competitive Advantage , Cambridge: MIT Press Warning? What happens to supply chain performance during an unforeseen event?
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  • 54. Supply Chain Risk Management youtube.com/watch?v=QlZ6TyUaYpw
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