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Report

The Emergence of Risks: Contributing Factors

international risk governance council P 2

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international risk governance council The Emergence of Risks: Contributing Factors P 3

Abbreviations 02 Contents Preface 04 Executive summary 05

I Introduction 08 II Definitions of terms 09 III The systems perspective 12 IV Recognising complexity 14 V Why risks emerge: contributing factors to fertile ground 16 VI Twelve generic contributing factors to fertile ground 18

Factor #1: Scientific unknowns 18 Factor #2: Loss of safety margins 22 Factor #3: Positive feedback 24 Factor #4: Varying susceptibilities to risk 26 Factor #5: Conflicts about interests, values and science 28 Factor #6: Social dynamics 30 Factor #7: Technological advances 33 Factor #8: Temporal complications 36 Factor #9: Communication 39 Factor #10: Information asymmetries 41 Factor #11: Perverse incentives 44 Factor #12: Malicious motives and acts 46

Conclusion and way forward 49 Glossary 53 References 54 Acknowledgements 58 About IRGC 59

The Emergence of Risks: Contributing Factors international risk governance council P 4

Preface

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international risk governance council The Emergence of Risks: Contributing Factors P 5

Executive summary

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The Emergence of Risks: Contributing Factors international risk governance council P 6

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international risk governance council The Emergence of Risks: Contributing Factors P 7

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The Emergence of Risks: Contributing Factors international risk governance council P 8

I Introduction

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international risk governance council The Emergence of Risks: Contributing Factors P 9

II Definitions of terms

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The Emergence of Risks: Contributing Factors international risk governance council P 10

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III The systems perspective

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international risk governance council The Emergence of Risks: Contributing Factors P 15

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The Emergence of Risks: Contributing Factors international risk governance council P 16

V Why risks emerge: contributing factors to fertile ground

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The Emergence of Risks: Contributing Factors international risk governance council P 18

VI Twelve generic contributing factors to fertile ground

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international risk governance council The Emergence of Risks: Contributing Factors P 23

Analysis of what can be done to increase system resilience can lead to improved Risk risk prevention.

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The Emergence of Risks: Contributing Factors international risk governance council P 24

Interconnectedness in Megacities

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international risk governance council The Emergence of Risks: Contributing Factors P 25

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The Emergence of Risks: Contributing Factors international risk governance council P 26

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international risk governance council The Emergence of Risks: Contributing Factors P 27

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The Emergence of Risks: Contributing Factors international risk governance council P 28

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international risk governance council The Emergence of Risks: Contributing Factors P 29

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The Emergence of Risks: Contributing Factors international risk governance council P 30

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international risk governance council The Emergence of Risks: Contributing Factors P 31

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Factor #11: Perverse incentives Since incentives for risk taking Summary: Perverse incentives are those that induce counterproductive or undesirable are largely within the control of behaviours, which lead to negative, unintended society (public and private sectors), consequences. Such incentives may lead to the misaligned incentives can be emergence of risks, either by fostering overly addressed through regulation and risk-prone behaviours or by discouraging risk other policy measures. prevention efforts.

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international risk governance council The Emergence of Risks: Contributing Factors P 49

Conclusion and way forward

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The Emergence of Risks: Contributing Factors international risk governance council P 50

A tolerable risk profile

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international risk governance council The Emergence of Risks: Contributing Factors P 51

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international risk governance council The Emergence of Risks: Contributing Factors P 53

Glossary

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The Emergence of Risks: Contributing Factors international risk governance council P 54

References

[Aaron, 2005] Aaron, K.K., Perspective: big oil, rural poverty article/info:doi/10.1371/journal.pmed.0020100 and environmental degradation in the Niger Delta region of [Cole, 2003] Cole, D.G., Space : Its Effects and Nigeria, Journal of Agricultural Safety and Health, 11(2), 127- Predictability, Space Science Reviews, 107, 295-302 34 >&ROOLHU DQG +RHIÀHU @ &ROOLHU 3 DQG +RHIÀHU $ [Adler, 2007] Adler, J.H., Money or Nothing: The Adverse 5HVRXUFHUHQWVJRYHUQDQFHDQGFRQÀLFW-RXUQDORI&RQÀLFW Environmental Consequences of Uncompensated Land- Resolution, 49 (4), 625-633 Use Controls (August 2007), Case Legal Studies Research Paper No. 07-26, http://www.rff.org/Publications/WPC/ [Dasgupta et al., 2007] Dasgupta, S., Laplante, B., Meisner, Pages/08_08_04_Adler_Endangered_Species.aspx C., Wheeler, D. and Yan, J., “The impact of sea level rise on developing countries: a comparative analysis,” World [Aspinall, 2010] Aspinall, W., A route to more tractable expert Bank Policy Research Working Paper 4136, February advice, Nature, 463, 21 January, 2010 2007, http://www-wds.worldbank.org/external/default/ [Bagla, 2010] Bagla, P., After Acrimonious Debate, India WDSContentServer/IW3P/IB/2007/02/09/000016406_2007 Rejects GM Eggplant, Science 327, no.5967, 12 February, 0209161430/Rendered/PDF/wps4136.pdf 2010, 767 [Dietz and Stern, 2008] Dietz, T. And Stern, P.C., Public [Bebchuck, 2009] Bebchuck, L., Bonus Guarantees Can Fuel Participation in Environmental Assessment and Decision- Risky Moves, Wall Street Journal, August 27, 2009, http:// making, The National Academies Press, Washington, DC online.wsj.com/article/SB125131480049161335.html [Drenowski and Darmon, 2005] Drenowski, A. and Darmon, [Birner et al., 2004] Birner, R., Wittmer, H. and Pray, C., N., The Economics of Obesity: Dietary Energy Density and Using Political Resource Theory for Analyzing Biotechnology Energy Cost, The American Journal of Clinical Nutrition, 82 Politics: The Case of Regulatory Systems for Genetically (Suppl), 265S-273S 0RGL¿HG&URSVLQ*HUPDQ\DQG,QGLD3DSHUSUHVHQWHGDW [Endres, 2009].Endres, D., Science and Public Participation: the annual conference of International Association for the $Q $QDO\VLV RI 3XEOLF 6FLHQWL¿F $UJXPHQW LQ WKH

[Christakis and Fowler, 2007] Christakis, N.A. and Fowler, [Gallo and Montagnier, 2003] Gallo, R.C. and Montagnier, L., J.H., The Spread of Obesity in a Large Social Network over The Discovery of HIV as the Cause of AIDS, New England 32 Years, The New England Journal of Medicine, 357 (4), Journal of Medicine, 394, no.24, December 11, 2003, http:// 370-379, http://content.nejm.org/cgi/content/full/357/4/370 content.nejm.org/cgi/reprint/349/24/2283.pdf

[Cockburn et al., 2005] Cockburn, R., Newton, P.N., [Garber, 2009] Garber, K., Lessons from the Yucca Mountain Kyeremateng Agyarko, E., Akunyili, D. and White, N.J., Nuclear Waste Storage Debate, US News & World Report, The Global Threat of Counterfeit Drugs: Why industry March 16, 2009, http://www.usnews.com/articles/news/ and governments must communicate the dangers, PLoS energy/2009/03/16/lessons-from-the-yucca-mountain- Medicine, 2 (4), 303-308, http://www.plosmedicine.org/ QXFOHDUZDVWHVWRUDJHGHEDWHKWPO"3DJH1U 

international risk governance council The Emergence of Risks: Contributing Factors P 55

[Gee and Greenberg, 2002] Gee, D. and Greenberg, M., [Homer-Dixon, 2009] Homer-Dixon, T., The Ontology Asbestos: From magic to malevolent mineral, In: Late of Dangerous Outcomes: Uncertainty, Resources, and Lessons from Early Warnings: The precautionary principle Governance in a Complex Future, Paper prepared for the 1896-2000, Harremöes, P. et al. (eds), Copenhagen, International Risk Governance Council, December, 2009. European Environment Agency, http://www.eea.europa.eu/ Paper available on request from IRGC. publications/environmental_issue_report_2001_22/issue- [Hossain et al, 2007] Hossain, P., Kawar, B. and El Nahas, 22-part-05.pdf M., Obesity and Diabetes in the Developing World – A [Gibson, 2004] Gibson, L., Drug regulators study global Growing Challenge, New England Journal of Medicine, 356, treaty to tackle counterfeit drugs, British Medical Journal, no.3, 213-215 328 (7438), 486, http://www.ncbi.nlm.nih.gov/pmc/articles/ [IMPACT, 2008] International Medical Products Anti- PMC1125287/ Counterfeiting Taskforce (WHO), Counterfeit Drugs Kill, [Giles, 2010] Giles, W., Swiss banks Achilles heel is workers http://www.gphf.org/images/downloads/impactbrochure.pdf selling data, Bloomberg L.P., 2 February, 2010, http:// >,QJHO¿QJHU @ ,QJHO¿QJHU -5 0HODPLQH DQG JOREDO SUHYLHZEORRPEHUJFRPDSSVQHZV"SLG QHZVDUFKLYHB implications of food contamination, The New England Journal HQ VLG DNPFI8U7T+V of Medicine, 359 (26), 2745-2748 [Globescan, 2007] GlobeScan and MRC McLean Hazel, [IPCC, 2007] Intergovernmental Panel on , Megacity Challenges: A Stakeholder Perspective, http://www. Fourth Assessment Report, “Working Group I Report: The siemens.com/entry/cc/features/urbanization_development/ Physical Science Basis,” http://www.ipcc.ch/ipccreports/ar4- all/en/pdf/study_megacities_en.pdf wg1.htm [Godfray et al., 2010] Godfray, H.C., Beddington, J.R., [IRGC, 2005] International Risk Governance Council, IRGC Crute, I.R., Haddad, L., Lawrence, D., Muir J.F., Pretty, J., White Paper #1: Risk Governance Towards an Integrative Robinson, S., Thoman, S.M. and Toulmin, C., Food Security: Approach, Geneva, IRGC, 2005, http://www.irgc.org/IMG/ The Challenge of Feeding 9 Billion People, Science, 327, pdf/IRGC_WP_No_1_Risk_Governance__reprinted_ no.5967, February 12, 2010, 812-818 version_.pdf [Gorman, 2009] Gorman, S., Electricity Grid in US Penetrated [IRGC, 2006] International Risk Governance Council, IRGC by Spies, The Wall Street Journal, April 8, 2009, http://online. White Paper #2: Nanotechnology Risk Governance, Geneva, wsj.com/article/SB123914805204099085.html IRGC [Grewe, 2004] Grewe, B.A., Senior Counsel for Special [IRGC, 2009a] International Risk Governance Council, Report: Projects, Legal Barriers to Information Sharing: The Erection 5LVN*RYHUQDQFH'H¿FLWV$QDQDO\VLVDQGLOOXVWUDWLRQRIWKH of a Wall Between Intelligence and Law Enforcement PRVWFRPPRQGH¿FLWVLQULVNJRYHUQDQFH*HQHYD,5*& Investigations Commission on Terrorist Attacks Upon the US, Staff Monograph August 20, 2004, http://www.fas.org/ [IRGC, 2009b] International Risk Governance Council, irp/eprint/wall.pdf Concept Note: Risk Governance of Pollination Services, Geneva, IRGC [Greimel, 2010] Greimel, H., What Toyota Once Saw as a Small Glitch is Now an Escalating Emergency, Automotive [IRGC, 2010a] International Risk Governance Council, News, January 1, 2010 Concept Note on Emerging Risks (revised version): Sources, Drivers and Governance Issues, Geneva, IRGC, http:// [Gruère et al., 2008] Gruère, G.P., Mehta-Bhatt, P. and www.irgc.org/IMG/pdf/IRGC_Revised_Emerging_Risks_ Sengupta, D., Bt Cotton and Farmer Suicides in India: Concept_Note_March2010.pdf Reviewing the Evidence, International Food Policy Research Institute, 2008, http://www.ifpri.org/publication/bt-cotton-and- [IRGC, 2010b] International Risk Governance Council, farmer-suicides-india Policy Brief: Guidelines for the Appropriate Risk Governance of Synthetic biology, Geneva, IRGC [Hamre, 2003] Hamre, J., Capelin and herring as key species for the yield of north-east Atlantic cod, Sciencia Marina, 67, [ISO, 2009] International Standardization Organization, ISO 315-323 DGUIDE 73, Risk Management – Vocabulary, Geneva, ISO, KWWSZZZLVRRUJLVRFDWDORJXHBGHWDLO"FVQXPEHU  [Helbing, 2008] Helbing, D. (ed.), Managing Complexity: Insights, Concepts, Applications, Berlin, Springer [Jansen et al., 2000] Jansen, F., Pirjola, R. and Favre, R., : Hazard to the , SwissRe Publishing, [Helbing, 2009] Helbing, D., Systemic Risks in Society 2000 and Economics, Paper prepared for IRGC Workshop on Emerging Risks, December, 2009, http://irgc.org/IMG/pdf/ [James Martin Institute, 2008] James Martin Institute for Systemic_Risks_Helbing2.pdf Science and Civilisation, University of Oxford, Record of the Symposium on Obesity: Origins, Policies and Implications for [Hesketh et al., 2005] Hesketh, T., Lu, L. and Wei Xing, Z., the Future, October 31, 2008 The Effect of China’s One-Child Family Policy after 25 Years, New England Journal of Medicine, September 15, 2005, >-RQHV @ -RQHV *: 0HJDFLWLHV LQ WKH $VLD3DFL¿F http://content.nejm.org/cgi/reprint/353/11/1171.pdf Region, Paper delivered at the 10th Biennial Conference of the Australian Population Association “POPULATION AND [Homer-Dixon, 2006] Homer-Dixon, T., The Upside of Down: GLOBALISATION: AUSTRALIA IN THE 21ST CENTURY”, Catastrophe, creativity and the renewal of civilisation, Melbourne, Australia, 28th November to 1st December 2000, London, Souvenir Press http://www.apa.org.au/upload/2000-P1_Jones.pdf

The Emergence of Risks: Contributing Factors international risk governance council P 56

[Kanabus and Fredriksson, 2010] Annabel Kanabus, A. and Species Act, Journal of Law &. Economics, 46: 27-60, http:// Fredriksson, J., History of AIDS up to 1986, AVERT.org, graphics8.nytimes.com/images/blogs/freakonomics/pdf/ http://www.avert.org/aids-history-86.htm FreakPDF3.pdf

[Kahneman et al., 1982] Kahneman, D., Slovic, P. And [Mackie, 1974] Mackie, J.L., The Cement of the Universe: A Tversky, A. (eds), Judgment Under Uncertainty: Heuristics Study of Causation, Oxford, Oxford University Press and Biases, Cambridge, Cambridge University Press [Malone, 2008] Malone, A., The GM Genocide: Thousands of [Kasperson et al., 1988] Kasperson, R.E., Renn, O., Slovic, Indian farmers are committing suicide after using genetically P. Brown, H.S., Emel, J., Gobel, R., Kasperson, J.X. and PRGL¿HG FURSV The Daily Mail, 03 November 2008, http:// 5DWLFN 6 7KH 6RFLDO$PSOL¿FDWLRQ RI 5LVN$ &RQFHSWXDO www.dailymail.co.uk/news/worldnews/article-1082559/ Framework, Risk Analysis, 8 (2), 177-187 The-GM-genocide-Thousands-Indian-farmers-committing- VXLFLGHXVLQJJHQHWLFDOO\PRGL¿HGFURSVKWPO [Kates et. Al., 1985] Kates, R.E., Hohennemser, C. And Kasperson, J., Perilous Progress: Managing the Hazards of [Markoff and Barboza, 2010] Markoff, J. and Barboza, Technology, Boulder, Westview Press D., Academic Paper in China sets off alarms in U.S., The New York Times, March 20, 2010, http://www.nytimes. [Kaufmann and Tessada, 2010] Kaufmann, D. And Tessada, com/2010/03/21/world/asia/21grid.html J., Natural disasters, national diligence: The Chilean earthquake in perspective, The Brookings Institution, March [Maynard, 2010] Maynard, M., An Apology from Toyota’s 5, 2010, http://www.brookings.edu/opinions/2010/0305_ Leader, The New York Times, February 24, 2010, http://www. chile_earthquake_kaufmann.aspx nytimes.com/2010/02/25/business/global/25toyota.html

[Kerr, 2007] Kerr, R.A., Is battered Arctic sea ice down for the [Messina, 2007] Messina, A.M., The Logics and Politics count, Science, 318 (5847), 33-34 of Post-WWII Migration to Western Europe, Cambridge, Cambridge Universtiy Press, 2007 [Kingston, 2010] Kingston, J., A Crisis Made in Japan, The Wall Street Journal, February 5, 2010, http://online.wsj.com/ [Monastersky, 2009] Monastersky, R., A burden beyond article/SB100014240527487045332045750473706332344 bearing, Nature, 458 (7242), 30 April, 2009, 1091-1094 14.html [Montagnier, 2002] Montagnier, L., A History of HIV Discovery, [Knapp and Boulton, 2006] Knapp, K.J. and Boulton, Science, 298, November 29, 2002, 1727-8. W.R., Cyber-warfare Threatens Corporations: Expansion [Morton, 2009] Morton, O., Great White Hope, Nature, 458 into Commercial Environments, Information Systems (7242), 30 April, 2009, 1097-1100 Management Journal, Spring 2006, 76-87, http://www. infosectoday.com/Articles/cyberwarfare.pdf [NAS, 2008] National Academy of Sciences, Severe Space Weather Events – Understanding Societal and Economic [Lämmer and Helbing, 2008] Lämmer, S. and Helbing, D., Impacts, Workshop Report, Washington, DC, National 6HOIFRQWURORIWUDI¿FOLJKWVDQGYHKLFOHÀRZVLQXUEDQURDG Academies Press, 2008 networks, Journal of Statistical Mechanics: Theory and Experiment (JSTAT) P04019 (issue 04, April, 2008) [Normile and Stone, 2006] Normile, D. and Stone, S., Space [Leiss, 1996] Leiss, W., Three phases in risk communication Weather Forecasters Plan a Boost in Surveillance Missions, practice, in Kunreuther, H. and Slovic, P. (eds), Annals of the Science, 313, August 4, 2006, 607 American Academy of Political and Social Science, Special [OECD, 2009a] OECD Global Science Forum, Applications issue: Challenges in risk assessment and risk management, RI&RPSOH[LW\6FLHQFHIRU3XEOLF3ROLF\QHZWRROVIRU¿QGLQJ Thousand Oaks, CA, Sage, pp85-94 unanticipated consequences and unrealized opportunities, [Lempert et al., 2003] Lempert, R.J., Popper, S.W. and Paris, OECD Bankes, S.C., Shaping the Next One Hundred Years: New [OECD, 2009b] OECD Health Data 2009, http://www.oecd. methods for quantitative, long-term policy analysis, Santa org/document/16/0,2340,en_2649_34631_2085200_1_1_1 Monica, RAND _1,00.html

[Linebaugh, 2010] Linebaugh, K., Toyota is Unable to Hit the >2PHMH @ 2PHMH . 7KH VWDWH FRQÀLFW DQG HYROYLQJ Brakes, Wall Street Journal, January 30, 2010 politics in the Niger Delta, Nigeria, Review of African Political [Linebaugh et al., 2010] Linebaugh, K., Mitchell, J. and Economy, 31 (101), 425-440 Shirouzu, N., Toyota’s Troubles Deepen, Wall Street Journal, [Pilarski, 2010] Pilarski, L., Offer to sell tax data roils banking February 3, 2010 ranks, The Washington Times, 2 February, 2010, http://www. [Lloyds, 2010] Lloyds, Behaviour: Bear, bull or lemming, washingtontimes.com/news/2010/feb/02/offer-to-sell-tax- Lloyds Emerging Risks Report, London, Lloyds, http://www. data-roils-banking-ranks/ lloyds.com/The-Market/Tools-and-Resources/Research/ [Perovich et al., 2007] Perovich, D.K., Light, B., Eicken, H., Exposure-Management/Emerging-risks/Emerging-Risk- Jones, K.F., Runciman, K. and Nghiem, S.V., Increasing solar Reports/Business/Behaviour-Bear-bull-or-lemming heating of the Arctic Ocean and adjacent seas, 1979-2005: [Löfstedt, 2005] Löfstedt, R.E., Risk Management in Post- Attribution and role in the ice-albedo feedback, Geophysical Trust Societies, New York, Palgrave Macmillan Research Letters, 34 (19)

[Lueck and Michael, 2003] Lueck, D. and Michael, J., [Perrow, 1999] Perrow, C., Normal Accidents: Living with high Preemptive under the Endangered risk technologies, Princeton, Princeton University Press

international risk governance council The Emergence of Risks: Contributing Factors P 57

[Pidgeon et al., 2003] Pidgeon, N., Kasperson, R. and Slovic, [The Royal Society, 2009] The Royal Society, Geoengineering 37KH6RFLDO$PSOL¿FDWLRQRI5LVN&DPEULGJH&DPEULGJH the climate: science, governance and uncertainty, University Press London: The Royal Society, 2009, http://royalsociety.org/ geoengineeringclimate/ >3RODQG HW DO @ 3RODQG &$ 'XI¿Q 5 .LQORFK , Maynard, A., Wallace, W.A.H., Seaton, A., Stone, V., Brown, [UCTE, 2003] Union for the Coordination of Electricity S., MacNee, W. and Donaldson, K., “Carbon nanotubes Transmission, Interim Report of the Investigation Committee introduced into the abdominal cavity of mice show asbestos- on the 28 September 2003 Blackout in Italy, http://www.aei. like pathogenicity in a pilot study”, Nature Nanotechnology 3, it/ucte_fulltext.pdf 423 - 428 (2008), http://www.nature.com/nnano/journal/v3/ [UN DESA, 2002] United Nations Department of Economic n7/abs/nnano.2008.111.html and Social Affairs Population Division, World Population [Raiffa, 1985] Raiffa, H., The Art and Science of Negotiation, Ageing: 1950-2050, United Nations, 2002, http://www.un.org/ Belknap Press esa/population/publications/worldageing19502050/

[Renn, 2008] Renn, O., Risk Governance: Coping with [UNECE, 1998] United Nations Economic Commission uncertainty in a complex world, London, Earthscan for Europe, Convention on Access to Information, Public Participation in Decision-making and Access to Justice in [Ross, 2008] Ross, M., Blood barrels: Why oil wealth fuels Environmental Matters (Aarhus Convention), http://www. FRQÀLFW Foreign Affairs, May-June 2008, http://www1. unece.org/env/pp/documents/cep43e.pdf realclearpolitics.com/articles/2008/05/why_oil_wealth_ IXHOVBFRQÀLFWKWPO [Vespignani, 2010] Vespignani, A., The Fragility of Interdependency, Nature, 464 (7291), 15 April 2010, 984-5 [Sachs and Warner, 1997] Sachs, J.D. and Warner, A.M., Natural resources abundance and economic growth, [Wakabayashi, 2010] Wakabayashi, D., How Lean Harvard Center for International Development, Cambridge, 0DQXIDFWXULQJ &DQ %DFN¿UH Wall Street Journal, January MA, November 1997, http://www.cid.harvard.edu/ciddata/ 30, 2010 ZDUQHUB¿OHVQDWUHVISGI [Wang and Rong, 2009] Wang, J. and Rong, L., Cascade- [Sarewitz, 2010] Sarewitz, D., Brick by brick, Nature, 465 based Attack Vulnerability on the U.S. Power Grid, Safety (7294), 6 May, 2010, 29 Science, 47 (10), 1332-1336

[Scheffer et al., 2009] Scheffer, M., Bascompte, J., Brock, [Weiss, 2009] Control System cyber vulnerabilities and W.A., Brovkin, V., Carpenter, S.R., Dakos, V., Held, H., van potential mitigation of risk for utilities, White Paper, Juniper Nes, E.H., Rietkerk, M. and Sugihara, G., Early-warning Networks Inc., http://www.juniper.net/us/en/local/pdf/ signals for critical transitions, Nature, 461, 53-59 whitepapers/2000267-en.pdf

[Screen and Simmonds, 2010] Screen, J.A. and Simmonds, [Weitzman, 2009] Weitzman, M.L., On modelling and I., The central role of diminishing sea ice in recent Arctic interpreting the economics of catastrophic climate change, WHPSHUDWXUHDPSOL¿FDWLRQNature, 464 (7293), 1334-37 The Review of Economics and Statistics, 91 (1), 1-19, http://www.economics.harvard.edu/faculty/weitzman/files/ [Shiller, 2008] Shiller, R.J., The Subprime Solution: How REStatFINAL.pdf today’s Global Financial Crisis Happened and What to Do about It, Princeton and Oxford, Princeton University Press, [World Bank, 2005] Operations Evaluation Department, 2008 World Bank, 2004 Annual Report on Operations Evaluation, Washington, DC: World Bank, http://lnweb90.worldbank.org/ [Simon, 2010] Simon, B., Toyota Hit by String of U.S. oed/oeddoclib.nsf/24cc3bb1f94ae11c85256808006a0046/8 Lawsuits as Regulators Widen Recall Probe, Financial e49d9d2a5f86e7a85256fc500565a1e/$FILE/2004_aroe.pdf Times, February 17, 2010 [Wulf and Jones, 2009] Wulf, W.A. and Jones, A.K., [Sjöberg, 2000] Sjöberg, L., Factors in Risk Perception, Risk 5HÀHFWLRQV RQ &\EHUVHFXULW\ Science, 326, no.5955, 13 Analysis, 20 (1), 1-11 November, 2009, 943-44 [Slovic, 2000] Slovic, P., The Perception of Risk, London, [Xianpei et al., 1988] Xianpei, Y., Hipel, K.W. and Lind, N.C., Earthscan &RQÀLFWDQDO\VLVRIWKH/1*VLWLQJGLVSXWHLQWKH1HWKHUODQGV [Stavins, 2000] Stavins, R. N., Economics of the Environment, Energy, 13 (9), 725-737 4th Edition, New York, WW Norton and Company [Yang et al., 2009] Yang, R., Huang, W., Zhang, L., Thomas, [Stewart and Wiener, 2003] Stewart, R. B. and Wiener, J. B., M. and Pei, X., Milk adulteration with melamine in China: Reconstructing Climate Policy: Beyond Kyoto, Washington, Crisis and response, Quality Assurance and Safety of Crops DC, American Enterprise Institute and Food, 1(2), 111-116

[Terlep, 2010] Terlep, S., Toyota’s U.S. Sales Skid: Ford [Yudkowsky, 2008] Yudkowsky, E., Cognitive biases Gains, Wall Street Journal, February 3, 2010 potentially affecting judgement of global risks, In: Bostrom, N. and Cirkovic, M., Global Catastrophic Risks, Oxford, [The Economic Times, 2010] (Anon) India says no to Bt Oxford University Press Brinjal, pending tests, The Economic Times, 9 February 2010, http://economictimes.indiatimes.com/news/economy/ agriculture/India-says-no-to-Bt-Brinjal-pending-tests/ articleshow/5552642.cms All internet links last accessed on 6 December, 2010.

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Acknowledgements

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The Emergence of Risks: Contributing Factors international risk governance council international risk governance council

Chemin de Balexert 9 1219 Châtelaine Geneva Switzerland tel +41 (0)22 795 17 30 fax +41 (0)22 795 17 39 [email protected] www.irgc.org

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