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Statistical Analysis of Food Crises and Mass Killing

  • Bumba MukherjeeEmail author
  • Ore Koren
Chapter

Abstract

In this chapter, we build on the empirical foundation we laid Chapter “ Urban Development and Mass Killing: A First Look at the Data” to introduce different measures operationalizing food crises. We begin by carefully constructing our first measure using data on price volatility of food commodities. We explain why such food price volatility data are effective in capturing our main theoretical conceptualization of food crises. We then statistically evaluate the interactive effect of the two independent variables of interest—our food volatility crisis indicator and the measure of urban development per capita we derived in Chapter “ Urban Development and Mass Killing: A First Look at the Data”—on the probability of localized mass killing. We then repeat this analysis using drought-based measures of food crises, measured at both the country and 0.5-degree grid cell level to illustrate that the results are not driven by potential simultaneity between food price volatility and violence.

References

  1. Anderson, Robert Warren, Noel D. Johnson, and Mark Koyama. 2017. Jewish Persecutions and Weather Shocks: 1100–1800. The Economic Journal 127 (602): 924–958.CrossRefGoogle Scholar
  2. Bagozzi, Benjamin E., Ore Koren, and Bumba Mukherjee. 2017. Droughts, Land Appropriation, and Rebel Violence in the Developing World. Journal of Politics 79 (3): 1057–1072.CrossRefGoogle Scholar
  3. Barrett, Christopher B., and Marc F. Bellemare. 2011. Why Food Price Volatility Doesn’t Matter. Foreign Affairs.Google Scholar
  4. Battisti, David S., and Rosamond L. Naylor. 2009. Historical Warnings of Future Food Insecurity with Unprecedented Seasonal Heat. Science 323 (5911): 240–244.CrossRefGoogle Scholar
  5. Bellemare, Mark F. 2015. Rising Food Prices, Food Price Volatility, and Social Unrest. American Journal of Agricultural Economy 97: 1–21.CrossRefGoogle Scholar
  6. Berry, William D., Jacqueline H.R. DeMeritt, and Justin Esarey. 2010. Testing for Interaction in Binary Logit and Probit Models: Is a Product Term Essential? American Journal of Political Science 54 (1): 248–266.CrossRefGoogle Scholar
  7. Brambor, Thomas, William Roberts Clark, and Matt Golder. 2006. Understanding Interaction Models: Improving Empirical Analyses. Political Analysis 14: 63–82.CrossRefGoogle Scholar
  8. Brinkman, Henk-Jan, and Cullen S. Hendrix. 2011. Food Insecurity and Violent Conflict: Causes, Consequences, and Addressing the Challenges. World Food Programme. https://openknowledge.worldbank.org/handle/10986/27510.
  9. Buhaug, Halvard. 2010. Climate Not to Blame for African Civil Wars. Proceedings of the National Academy of Science 107 (38): 16477–16482.CrossRefGoogle Scholar
  10. Burke, M., E. Miguel, S. Satyanath, J. Dykema, and D. Lobell. 2009. Warming Increases the Risk of War in Africa. Proceedings of the National Academy of Science 106: 20670–20674.CrossRefGoogle Scholar
  11. Butler, Christopher K., and Scott Gates. 2012. African Range Wars: Climate, Conflict, and Property Rights. Journal of Peace Research 49 (1): 23–34.CrossRefGoogle Scholar
  12. Carleton, Tamma A., and Solomon M. Hsiang. 2016. Social and Economic Impacts of Climate. Science 353 (6304): aad9837.CrossRefGoogle Scholar
  13. Clapp, Jennifer. 2009. Food Price Volatility and Vulnerability in the Global South: Considering the Global Economic Context. Third World Quarterly 30 (6): 1183–1196.CrossRefGoogle Scholar
  14. Davenport, Christian. 2007. State Repression and Political Order. Annual Review of Political Science 10: 1–23.CrossRefGoogle Scholar
  15. Deaton, Angus, and Guy Laroque. 1992. On the Behaviour of Commodity Prices. The Review of Economic Studies 59 (1): 1–23.CrossRefGoogle Scholar
  16. Downes, Alexander B. 2008. Targeting Civilians in War. Ithaca, NY: Cornell University Press.Google Scholar
  17. Escribà-Folch, Abel. 2013. Repression, Political Threats, and Survival Under Autocracy. International Political Science Review 34 (5): 543–560.CrossRefGoogle Scholar
  18. Fafchamps, Marcel. 1992. Cash Crop Production, Food Price Volatility, and Rural Market Integration in the Third World. American Journal of Agricultural Economics 74 (1): 90–99.CrossRefGoogle Scholar
  19. Fair, C. Christine. 2004. Urban Battle Fields of South Asia: Lessons Learned from Sri Lanka, India, and Pakistan. Santa Monica, CA: The RAND Corporation.CrossRefGoogle Scholar
  20. Food and Agricultural Organization. 2011. Price Volatility and Food Security: A Report by the High Level Panel of Experts on Food Security and Nutrition, July 2011. Committee on World Food Security, High Level Panel of Experts on Food Security and Nutrition, Rome 2011. http://www.fao.org/fileadmin/user_upload/hlpe/hlpe_documents/HLPE-price-volatility-and-food-security-report-July-2011.pdf.
  21. Food and Agricultural Organization of the United Nations. 2016. Statistics Division. http://faostat3.fao.org/home/E.
  22. Friedman, Thomas. 2013. Without Water, Revolution. New York Times. Available at www.nytimes.com/2013/05/19/opinion/sunday/friedman-without-water-revolution.html?pagewanted=all&_r=0. Accessed 10 June 2016.
  23. Gilbert, Christopher L. 2010. How to Understand High Food Prices. Journal of Agricultural Economics 61 (2): 398–425.CrossRefGoogle Scholar
  24. Gilbert, Christopher L. 2011. International Commodity Agreements and Their Current Relevance for Grains Prices Stabilization. In Safeguarding Food Security in Volatile Global Markets, ed. Adam Prakash, 202–230. Rome, Italy: Food and Agricultural Organization of the United Nations.Google Scholar
  25. Gilbert, Christopher L., and C. Wyn Morgan. 2010. Food Price Volatility. Philosophical Transactions of the Royal Society of London B: Biological Sciences 365 (1554): 3023–3034.CrossRefGoogle Scholar
  26. Gleick, Peter H. 2014. Water, Drought, Climate Change, and Conflict in Syria. Weather, Climate, and Society 6: 331–340.CrossRefGoogle Scholar
  27. Goldstein, Robert J. 1983. Political Repression in 19th Century Europe. New York, NY: Routledge.Google Scholar
  28. Guttman, Nathaniel B. 1999. Accepting the Standardized Precipitation Index: A Calculation Algorithm. JAWRA Journal of the American Water Resources Association 35 (2): 311–322.CrossRefGoogle Scholar
  29. Habermas, Jürgen. 1970. Toward a Rational Society: Student Protest, Science, and Politics. New York, NY: Beacon Press.Google Scholar
  30. Headey, Derek, and Shenggen Fan. 2008. Anatomy of a Crisis: The Causes and Consequences of Surging Food Prices. Agricultural Economics 39 (s1): 375–391.CrossRefGoogle Scholar
  31. Hendrix, Cullen S., and Stephan Haggard. 2015. Global Food Prices, Regime Type, and Urban Unrest in the Developing World. Journal of Peace Research 52 (2): 143–157.CrossRefGoogle Scholar
  32. Hendrix, Cullen S., and Idean Salehyan. 2012. Climate Change, Rainfall, and Social Conflict in Africa. Journal of Peace Research 49 (1): 35–50.CrossRefGoogle Scholar
  33. Hudson, John. 2016. U.N. Envoy Revises Syria Death Toll to 400,000. April 22. http://foreignpolicy.com/2016/04/22/u-n-envoy-revises-syria-death-toll-to-400000/.
  34. Kelley, Colin P., Shahrzad Mohtadi, Mark A. Cane, Richard Seager, and Yochanan Kushnir. 2015. Climate Change in the Fertile Crescent and Implications of the Recent Syrian Drought. Proceedings of the National Academy of Science 112 (11): 3241–3246.CrossRefGoogle Scholar
  35. Kharas, Homi. 2011. Making Sense of Food Price Volatility. The Brookings Institution, 11 March 2011. https://www.brookings.edu/opinions/making-sense-of-food-price-volatility/.
  36. Kilcullen, David. 2013. Out of the Mountains: The Coming Age of Urban Guerrilla. Oxford: Oxford University Press.Google Scholar
  37. Koren, Ore. 2014. Military Structure, Civil Disobedience, and Military Violence. Terrorism and Political Violence 26 (4): 688–712.CrossRefGoogle Scholar
  38. Koren, Ore, and Benjamin E. Bagozzi. 2016. From Global to Local, Food Insecurity Is Associated with Contemporary Armed Conflicts. Food Security 8 (5): 999–1010.CrossRefGoogle Scholar
  39. Koren, Ore, and Benjamin E. Bagozzi. 2017. Living Off the Land: The Connection Between Cropland, Food Security, and Violence Against Civilians. Journal of Peace Research 53 (3): 351–364.CrossRefGoogle Scholar
  40. Koubi, Vally, Thomas Bernauer, Anna Kalbhenn, and Gabriele Spilker. 2012. Climate Variability, Economic Growth, and Civil Conflict. Journal of Peace Research 49 (1): 113–127.CrossRefGoogle Scholar
  41. Linke, Andrew M., John O’Loughlin, J. Terrence McCabe, Jaroslav Tir, and Frank D.W. Witmer. 2015. Rainfall Variability and Violence in Rural Kenya: Investigating the Effects of Drought and the Role of Local Institutions with Survey Data. Global Environmental Change 34: 35–47.CrossRefGoogle Scholar
  42. Maystadt, Jean-François, and Olivier Ecker. 2014. Extreme Weather and Civil War: Does Drought Fuel Conflict in Somalia Through Livestock Price Shocks? American Journal of Agricultural Economics 96 (4): 1157–1182.CrossRefGoogle Scholar
  43. McKee, Thomas B., Nolan J. Doesken, John Kleist et al. 1993. The Relationship of Drought Frequency and Duration to Time Scales. In Proceedings of the 8th Conference on Applied Climatology, vol. 17, 179–183.Google Scholar
  44. Miguel, Edward. 2005. Poverty and Witch Killing. Review of Economic Studies 72 (4): 1153–1172.CrossRefGoogle Scholar
  45. Miguel, Edward, Shanker Satyanath, and Ernest Sergenti. 2004. Economic Shocks and Civil Conflict: An Instrumental Variables Approach. Journal of Political Economy 112 (2): 725–753.CrossRefGoogle Scholar
  46. O’Loughlin, John, Frank D.W. Witmer, Andrew M. Linke, Arlene Laing, Andrew Gettelman, and Jimy Dudhia. 2012. Climate Variability and Conflict Risk in East Africa, 1990–2009. Proceedings of the National Academy of Sciences 109 (45): 18344–18349.CrossRefGoogle Scholar
  47. Pierskalla, Jan H. 2010. Protest, Deterrence, and Escalation: The Strategic Calculus of Government Repression. Journal of Conflict Resolution 54 (1): 117–145.CrossRefGoogle Scholar
  48. Raleigh, Clionadh, and Dominic Kniveton. 2012. Come Rain or Shine: An Analysis of Conflict and Climate Variability in East Africa. Journal of Peace Research 49 (1): 51–64.CrossRefGoogle Scholar
  49. Roncoli, Carla, Keith Ingram, and Paul Kirshen. 2001. The Costs and Risks of Coping with Drought: Livelihood Impacts and Farmers’ Responses in Burkina Faso. Climate Research 19: 119–132.CrossRefGoogle Scholar
  50. Rudé, George. 1964. The Crowd in History, 1730–1848: A Study of Popular Disturbances in France and England. New York, NY: Wiley.Google Scholar
  51. Seddon, David. 1986. Riot and Rebellion: Political Responses to Economic Crisis in North Africa (Tunisia, Morocco and Sudan). Norwich: School of Development Studies, University of East Anglia.Google Scholar
  52. Smith, Andrew F. 2011. Starving the South: How the North Won the Civil War. New York, NY: St. Martin’s Press.Google Scholar
  53. Staniland, Paul. 2010. Cities on Fire: Social Mobilization, State Policy, and Urban Insurgency. Comparative Political Studies 43 (12): 1623–1649.CrossRefGoogle Scholar
  54. Tadasse, Getaw, Bernadina Algieri, Matthias Kalkuhl, and Joachim von Braun. 2016. Drivers and Triggers of International Food Price Spikes and Volatility. In Food Price Volatility and Its Implications for Food Security and Policy, ed. Kalkuhl Matthias, Joachim von Braun, and Maximo Torero, 59–82. Springer Nature.CrossRefGoogle Scholar
  55. Theisen, Ole Magnus. 2012. Climate Clashes? Weather Variability, Land Pressure, and Organized Violence in Kenya, 1989–2004. Journal of Peace Research 49 (1): 81–96.CrossRefGoogle Scholar
  56. Theisen, Ole Magnus, Helge Holtermann, and Halvard Buhaug. 2011. Climate Wars? Assessing the Claim that Drought Breeds Conflict. International Security 36 (3): 79–106.CrossRefGoogle Scholar
  57. Tilly, Charles. 1978. Collective Violence in European Perspective. CRSO Working Paper No. 178. https://deepblue.lib.umich.edu/bitstream/handle/2027.42/50953/178.pdf.
  58. Tilly, Louise A. 1971. The Food Riot as a Form of Political Conflict in France. The Journal of Interdisciplinary History 2 (1): 23–57.CrossRefGoogle Scholar
  59. Tollefsen, Andreas Forø, Hȧvard Strand, and Halvard Buhaug. 2012. PRIO-GRID: A Unified Spatial Data Structure. Journal of Peace Research 49 (2): 363–374.CrossRefGoogle Scholar
  60. Ulfelder, Jay. 2012. Forecasting Onsets of Mass Killing. Paper Prepared for Presentation at the Annual Northeast Political Methodology Meeting.Google Scholar
  61. Valentino, Benjamin A. 2014. Why We Kill: The Political Science of Political Violence against Civilians. Annual Review of Political Science 17: 89–103.CrossRefGoogle Scholar
  62. Vidal, John. 2013. Climate Change Will Hit Poor Countries Hardest, Study Shows. The Guardian, 27 September 2013. http://www.theguardian.com/global-development/2013/sep/27/climate-change-poor-countries-ipcc.
  63. Wade, Rex A. 2017. The Russian Revolution, 1917, vol. 53. Cambridge, UK: Cambridge University Press.CrossRefGoogle Scholar
  64. Wallace, Jeremy. 2013. Cities, Redistribution, and Authoritarian Regime Survival. The Journal of Politics 75 (3): 632–645.CrossRefGoogle Scholar
  65. Walton, John K., and David Seddon. 2008. Free Markets and Food Riots: The Politics of Global Adjustment. New York, NY: Wiley.Google Scholar
  66. Wroughton, Lesley. 2011. Food Prices Hit “Dangerous Levels”: World Bank Chief. Reuters, 15 February 2011. http://www.reuters.com/article/us-worldbank-food-idUSTRE71E5H720110215.

Copyright information

© The Author(s) 2019

Authors and Affiliations

  1. 1.Department of Political SciencePennsylvania State UniversityState CollegeUSA
  2. 2.Department of Political ScienceIndiana University BloomingtonBloomingtonUSA

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