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The Impact of Violence on Individual Risk Preferences: Evidence from a Natural Experiment

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  • Jakiela, Pamela

    (Williams College)

  • Ozier, Owen

    (Williams College)

Abstract

We estimate the impact of Kenya's post-election crisis on individual risk preferences. The crisis interrupted a longitudinal survey of more than five thousand Kenyan youth, creating plausibly exogenous variation in exposure to civil conflict by the time of the survey. We measure individual risk preferences using hypothetical lottery choice questions which we validate by showing that they predict migration and entrepreneurship in the cross-section. Our results indicate that the post-election violence sharply increased individual risk aversion. Immediately after the crisis, the fraction of subjects displaying extreme risk aversion increased by more than 80 percent. Findings remain robust when we use an IV estimation strategy that exploits random assignment of respondents to waves of surveying. Our results suggest that the crisis also impacted trust, social capital, and beliefs about the economy, though it did not have any detectable negative impacts on job prospects or wages.

Suggested Citation

  • Jakiela, Pamela & Ozier, Owen, 2016. "The Impact of Violence on Individual Risk Preferences: Evidence from a Natural Experiment," IZA Discussion Papers 9870, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp9870
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    as
    1. Lisa Cameron & Manisha Shah, 2015. "Risk-Taking Behavior in the Wake of Natural Disasters," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 484-515.
    2. repec:feb:framed:0089 is not listed on IDEAS
    3. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    4. Voors, Maarten & Turley, Ty & Kontoleon, Andreas & Bulte, Erwin & List, John A., 2012. "Exploring whether behavior in context-free experiments is predictive of behavior in the field: Evidence from lab and field experiments in rural Sierra Leone," Economics Letters, Elsevier, vol. 114(3), pages 308-311.
    5. Camerer, Colin F & Hogarth, Robin M, 1999. "The Effects of Financial Incentives in Experiments: A Review and Capital-Labor-Production Framework," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 7-42, December.
    6. Schechter, Laura, 2007. "Traditional trust measurement and the risk confound: An experiment in rural Paraguay," Journal of Economic Behavior & Organization, Elsevier, vol. 62(2), pages 272-292, February.
    7. John D. Hey & Chris Orme, 2018. "Investigating Generalizations Of Expected Utility Theory Using Experimental Data," World Scientific Book Chapters, in: Experiments in Economics Decision Making and Markets, chapter 3, pages 63-98, World Scientific Publishing Co. Pte. Ltd..
    8. Dean S. Karlan, 2005. "Using Experimental Economics to Measure Social Capital and Predict Financial Decisions," American Economic Review, American Economic Association, vol. 95(5), pages 1688-1699, December.
    9. Callen, Mike & Isaqzadeh, Mohammad & Long, James D. & Sprenger, Charles, 2014. "Violence and risk preference: experimental evidence from Afghanistan," LSE Research Online Documents on Economics 102932, London School of Economics and Political Science, LSE Library.
    10. Hans-Martin von Gaudecker & Arthur van Soest & Erik Wengstrom, 2011. "Heterogeneity in Risky Choice Behavior in a Broad Population," American Economic Review, American Economic Association, vol. 101(2), pages 664-694, April.
    11. Pamela Jakiela & Owen Ozier, 2016. "Does Africa Need a Rotten Kin Theorem? Experimental Evidence from Village Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 231-268.
    12. Skriabikova, Olga J. & Dohmen, Thomas & Kriechel, Ben, 2014. "New evidence on the relationship between risk attitudes and self-employment," Labour Economics, Elsevier, vol. 30(C), pages 176-184.
    13. repec:pri:rpdevs:gamespaper.pdf is not listed on IDEAS
    14. Deon Filmer & Louise Fox, 2014. "Youth Employment in Sub-Saharan Africa [L’emploi des jeunes en Afrique subsaharienne - Rapport complet]," World Bank Publications - Books, The World Bank Group, number 16608, December.
    15. James Andreoni & Charles Sprenger, 2010. "Certain and Uncertain Utility: The Allais Paradox and Five Decision Theory Phenomena," Levine's Working Paper Archive 814577000000000447, David K. Levine.
    16. Elaine M. Liu, 2013. "Time to Change What to Sow: Risk Preferences and Technology Adoption Decisions of Cotton Farmers in China," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1386-1403, October.
    17. Nathan Nunn & Leonard Wantchekon, 2011. "The Slave Trade and the Origins of Mistrust in Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3221-3252, December.
    18. Eckel, Catherine C. & El-Gamal, Mahmoud A. & Wilson, Rick K., 2009. "Risk loving after the storm: A Bayesian-Network study of Hurricane Katrina evacuees," Journal of Economic Behavior & Organization, Elsevier, vol. 69(2), pages 110-124, February.
    19. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    20. Michael Callen & Mohammad Isaqzadeh & James D. Long & Charles Sprenger, 2014. "Violence and Risk Preference: Experimental Evidence from Afghanistan," American Economic Review, American Economic Association, vol. 104(1), pages 123-148, January.
    21. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    22. Miguel, Edward & Roland, Gérard, 2011. "The long-run impact of bombing Vietnam," Journal of Development Economics, Elsevier, vol. 96(1), pages 1-15, September.
    23. Therése Pettersson & Peter Wallensteen, 2015. "Armed conflicts, 1946–2014," Journal of Peace Research, Peace Research Institute Oslo, vol. 52(4), pages 536-550, July.
    24. Chie Hanaoka & Hitoshi Shigeoka & Yasutora Watanabe, 2015. "Do Risk Preferences Change? Evidence from Panel Data before and after the Great East Japan Earthquake," NBER Working Papers 21400, National Bureau of Economic Research, Inc.
    25. Nava Ashraf & Dean Karlan & Wesley Yin, 2006. "Tying Odysseus to the Mast: Evidence From a Commitment Savings Product in the Philippines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 635-672.
    26. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    27. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    28. Ryan Brown & Verónica Montalva & Duncan Thomas & Andrea Velásquez, 2019. "Impact of Violent Crime on Risk Aversion: Evidence from the Mexican Drug War," The Review of Economics and Statistics, MIT Press, vol. 101(5), pages 892-904, December.
    29. Raymond Fisman & Pamela Jakiela & Shachar Kariv, 2014. "The Distributional Preferences of Americans," NBER Working Papers 20145, National Bureau of Economic Research, Inc.
    30. Quang Nguyen & Colin Camerer & Tomomi Tanaka, 2010. "Risk and Time Preferences Linking Experimental and Household Data from Vietnam," Post-Print halshs-00547090, HAL.
    31. Bellows, John & Miguel, Edward, 2009. "War and local collective action in Sierra Leone," Journal of Public Economics, Elsevier, vol. 93(11-12), pages 1144-1157, December.
    32. David A. Jaeger & Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Holger Bonin, 2010. "Direct Evidence on Risk Attitudes and Migration," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 684-689, August.
    33. Hans-Martin von Gaudecker & Arthur van Soest & Erik Wengstrom, 2011. "Heterogeneity in Risky Choice Behavior in a Broad Population," American Economic Review, American Economic Association, vol. 101(2), pages 664-694, April.
    34. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    35. Graham Loomes, 2005. "Modelling the Stochastic Component of Behaviour in Experiments: Some Issues for the Interpretation of Data," Experimental Economics, Springer;Economic Science Association, vol. 8(4), pages 301-323, December.
    36. Blattman, Christopher, 2009. "From Violence to Voting: War and Political Participation in Uganda," American Political Science Review, Cambridge University Press, vol. 103(2), pages 231-247, May.
    37. Humphreys, Macartan & Weinstein, Jeremy M., 2006. "Handling and Manhandling Civilians in Civil War," American Political Science Review, Cambridge University Press, vol. 100(3), pages 429-447, August.
    38. Catherine C. Eckel & Philip J. Grossman, 2008. "Forecasting Risk Attitudes: An Experimental Study Using Actual and Forecast Gamble Choices," Monash Economics Working Papers archive-01, Monash University, Department of Economics.
    39. Maarten J. Voors & Eleonora E. M. Nillesen & Philip Verwimp & Erwin H. Bulte & Robert Lensink & Daan P. Van Soest, 2012. "Violent Conflict and Behavior: A Field Experiment in Burundi," American Economic Review, American Economic Association, vol. 102(2), pages 941-964, April.
    40. Paul Collier & V. L. Elliott & Håvard Hegre & Anke Hoeffler & Marta Reynal-Querol & Nicholas Sambanis, 2003. "Breaking the Conflict Trap : Civil War and Development Policy," World Bank Publications - Books, The World Bank Group, number 13938, December.
    41. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    42. repec:pri:rpdevs:gamespaper is not listed on IDEAS
    43. Liu, Elaine M. & Huang, JiKun, 2013. "Risk preferences and pesticide use by cotton farmers in China," Journal of Development Economics, Elsevier, vol. 103(C), pages 202-215.
    44. Liu, Elaine M. & Huang, JiKun, 2013. "Risk preferences and pesticide use by cotton farmers in China," Journal of Development Economics, Elsevier, vol. 103(C), pages 202-215.
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    More about this item

    Keywords

    risk preferences; civil conflict; natural experiment;
    All these keywords.

    JEL classification:

    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • D74 - Microeconomics - - Analysis of Collective Decision-Making - - - Conflict; Conflict Resolution; Alliances; Revolutions
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty

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