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Risk attitudes, development, and growth: Macroeconomic evidence from experiments in 30 countries

  • Vieider, Ferdinand M.
  • Chmura, Thorsten
  • Martinsson, Peter

We measure risk attitudes in 30 different countries in a controlled, incentivized experiment (N = 3025). At the macroeconomic level, we find a strong and highly significant negative correlation between the risk tolerance of a country and income per capita. This gives rise to a paradox, seen that risk tolerance has been found to be positively associated with personal income within countries. We show that this paradox can be explained by unified growth theory. These results are consistent with the prediction that risk attitudes act as a transmission mechanism for growth by encouraging entrepreneurship. Furthermore, our study shows that risk attitudes vary considerably between countries and that for typical experimental stakes, risk seeking or neutrality is just as frequent as risk aversion.

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Paper provided by Social Science Research Center Berlin (WZB) in its series Discussion Papers, WZB Junior Research Group Risk and Development with number SP II 2012-401.

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Date of creation: 2012
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Handle: RePEc:zbw:wzbrad:spii2012401
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  1. Noussair, C.N. & Trautmann, S.T. & van de Kuilen, G., 2011. "Higher Order Risk Attitudes, Demographics, and Financial Decisions," Discussion Paper 2011-055, Tilburg University, Center for Economic Research.
  2. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2009. "Are Risk Aversion and Impatience Related to Cognitive Ability?," CESifo Working Paper Series 2620, CESifo Group Munich.
  3. Lisa Cameron & Manisha Shah, 2013. "Risk-Taking Behavior in the Wake of Natural Disasters," NBER Working Papers 19534, National Bureau of Economic Research, Inc.
  4. Steffen Huck & Wieland Müller, 2012. "Allais for all: Revisiting the paradox in a large representative sample," Journal of Risk and Uncertainty, Springer, vol. 44(3), pages 261-293, June.
  5. Olivier L'Haridon & Mohammed Abdellaoui & Horst Zank, 2010. "Separating curvature and elevation: A parametric probability weighting function," Post-Print hal-00528381, HAL.
  6. Oded Galor, 2005. "The Demographic Transition and the Emergence of Sustained Economic Growth," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 494-504, 04/05.
  7. 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 664-94, April.
  8. Kachelmeier, Steven J & Shehata, Mohamed, 1992. "Examining Risk Preferences under High Monetary Incentives: Experimental Evidence from the People's Republic of China," American Economic Review, American Economic Association, vol. 82(5), pages 1120-41, December.
  9. Oded Galor & Omer Moav, 2002. "Natural Selection and the Origin of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 117(4), pages 1133-1191.
  10. David N. Weil & Oded Galor, 1999. "From Malthusian Stagnation to Modern Growth," American Economic Review, American Economic Association, vol. 89(2), pages 150-154, May.
  11. Olsson, Ola & Hibbs Jr., Douglas A., 2000. "Biogeography and Long-Run Economic Development," Working Papers in Economics 26, University of Gothenburg, Department of Economics, revised 11 Aug 2000.
  12. Adrian Bruhin & Helga Fehr-Duda & Thomas Epper, 2007. "Risk and Rationality: Uncovering Heterogeneity in Probability Distortion," SOI - Working Papers 0705, Socioeconomic Institute - University of Zurich, revised Jul 2007.
  13. Guiso, Luigi & Paiella, Monica, 2001. "Risk Aversion, Wealth and Background Risk," CEPR Discussion Papers 2728, C.E.P.R. Discussion Papers.
  14. Mathieu Lefebvre & Ferdinand Vieider & Marie Claire Villeval, 2010. "Incentive Effects on Risk Attitude in Small Probability Prospects," Post-Print halshs-00550469, HAL.
  15. Dohmen, Thomas J. & Falk, Armin & Huffman, David & Sunde, Uwe & Schupp, Jürgen & Wagner, Gert G., 2009. "Individual risk attitudes: Measurement, determinants and behavioral consequences," Munich Reprints in Economics 20049, University of Munich, Department of Economics.
  16. Clark, Gregory & Hamilton, Gillian, 2006. "Survival of the Richest: The Malthusian Mechanism in Pre-Industrial England," The Journal of Economic History, Cambridge University Press, vol. 66(03), pages 707-736, September.
  17. Elisabet Rutstrom & Glenn Harrison & Morten Lau, 2004. "Estimating risk attitudes in denmark: A field experiment," Artefactual Field Experiments 00059, The Field Experiments Website.
  18. Miles S. Kimball & Claudia R. Sahm & Matthew D. Shapiro, 2009. "Risk Preferences in the PSID: Individual Imputations and Family Covariation," American Economic Review, American Economic Association, vol. 99(2), pages 363-68, May.
  19. Rosenzweig, Mark R & Binswanger, Hans P, 1993. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Economic Journal, Royal Economic Society, vol. 103(416), pages 56-78, January.
  20. Matthew Rabin, 2001. "Risk Aversion and Expected-Utility Theory: A Calibration Theorem," Method and Hist of Econ Thought 0012001, EconWPA.
  21. GlennW. Harrison & StevenJ. Humphrey & Arjan Verschoor, 2010. "Choice under Uncertainty: Evidence from Ethiopia, India and Uganda," Economic Journal, Royal Economic Society, vol. 120(543), pages 80-104, 03.
  22. Matthias Sutter & Martin G. Kocher & Daniela Ruetzler & Stefan T. Trautmann, 2010. "Impatience and uncertainty: Experimental decisions predict adolescents? field behavior," Working Papers 2010-29, Faculty of Economics and Statistics, University of Innsbruck.
  23. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
  24. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2011. "Human Capital and Regional Development," NBER Working Papers 17158, National Bureau of Economic Research, Inc.
  25. Jonathan Morduch, 1995. "Income Smoothing and Consumption Smoothing," Harvard Institute of Economic Research Working Papers 1727, Harvard - Institute of Economic Research.
  26. Mahmud Yesuf & Randall A. Bluffstone, 2009. "Poverty, Risk Aversion, and Path Dependence in Low-Income Countries: Experimental Evidence from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 1022-1037.
  27. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
  28. Nico Voigtländer & Hans-Joachim Voth, 2006. "Why England? Demographic factors, structural change and physical capital accumulation during the Industrial Revolution," Journal of Economic Growth, Springer, vol. 11(4), pages 319-361, December.
  29. Daron Acemoglu & Simon Johnson & James A. Robinson, 2002. "Reversal of Fortune: Geography and Institutions in the Making of the Modern World Income Distribution," The Quarterly Journal of Economics, Oxford University Press, vol. 117(4), pages 1231-1294.
  30. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
  31. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth Through Creative Destruction," Scholarly Articles 12490578, Harvard University Department of Economics.
  32. Galor, Oded & Michalopoulos, Stelios, 2012. "Evolution and the Growth Process: Natural Selection of Entrepreneurial Traits," IZA Discussion Papers 6327, Institute for the Study of Labor (IZA).
  33. William Easterly, 2002. "The Elusive Quest for Growth: Economists' Adventures and Misadventures in the Tropics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262550423, December.
  34. Gary S. Becker & Kevin M. Murphy & Robert F. Tamura, 1990. "Human Capital, Fertility, and Economic Growth," NBER Working Papers 3414, National Bureau of Economic Research, Inc.
  35. Hibbs Jr., Douglas A. & Olsson, Ola, 2003. "Geography, Biogeography and Why Some Countries are Rich and Others Poor," Working Papers in Economics 105, University of Gothenburg, Department of Economics, revised 15 Jan 2004.
  36. Alpaslan Akay & Peter Martinsson & Haileselassie Medhin & Stefan Trautmann, 2012. "Attitudes toward uncertainty among the poor: an experiment in rural Ethiopia," Theory and Decision, Springer, vol. 73(3), pages 453-464, September.
  37. Kerwin Kofi Charles & Erik Hurst, 2003. "The Correlation of Wealth across Generations," Journal of Political Economy, University of Chicago Press, vol. 111(6), pages 1155-1182, December.
  38. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 83-116.
  39. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, 06.
  40. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
  41. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
  42. Tomomi Tanaka & Colin F Camerer & Quang Nguyen, 2006. "Poverty, politics, and preferences: Field Experiments and survey data from Vietnam," Levine's Bibliography 122247000000001099, UCLA Department of Economics.
  43. Pritchett, Lant, 1995. "Divergence, big time," Policy Research Working Paper Series 1522, The World Bank.
  44. Donkers, A.C.D. & Melenberg, B. & van Soest, A.H.O., 1999. "Estimating Risk Attitudes Using Lotteries; A Large Sample Approach," Discussion Paper 1999-12, Tilburg University, Center for Economic Research.
  45. Smith, Vernon L, 1976. "Experimental Economics: Induced Value Theory," American Economic Review, American Economic Association, vol. 66(2), pages 274-79, May.
  46. Wakker,Peter P., 2010. "Prospect Theory," Cambridge Books, Cambridge University Press, number 9780521765015, November.
  47. Glaeser, Edward L. & La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei, 2004. "Do Institutions Cause Growth?," Scholarly Articles 27867242, Harvard University Department of Economics.
  48. Chateauneuf, Alain & Eichberger, Jurgen & Grant, Simon, 2007. "Choice under uncertainty with the best and worst in mind: Neo-additive capacities," Journal of Economic Theory, Elsevier, vol. 137(1), pages 538-567, November.
  49. Guido Baltussen & G. Post & Martijn Assem & Peter Wakker, 2012. "Random incentive systems in a dynamic choice experiment," Experimental Economics, Springer, vol. 15(3), pages 418-443, September.
  50. David, Cesarini & Dawes, Christopher T. & Johannesson, Magnus & Lichtenstein, Paul & Wallace, Björn, 2007. "Genetic Variation in Preferences for Giving and Risk-Taking," SSE/EFI Working Paper Series in Economics and Finance 679, Stockholm School of Economics, revised 12 Jan 2009.
  51. Cramer, J. S. & Hartog, J. & Jonker, N. & Van Praag, C. M., 2002. "Low risk aversion encourages the choice for entrepreneurship: an empirical test of a truism," Journal of Economic Behavior & Organization, Elsevier, vol. 48(1), pages 29-36, May.
  52. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472 Elsevier.
  53. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, Oxford University Press, vol. 112(2), pages 631-645.
  54. Robert E. Hall & Charles I. Jones, 1999. "Why Do Some Countries Produce So Much More Output per Worker than Others?," NBER Working Papers 6564, National Bureau of Economic Research, Inc.
  55. Helga Fehr-Duda & Adrian Bruhin & Thomas Epper & Renate Schubert, 2010. "Rationality on the rise: Why relative risk aversion increases with stake size," Journal of Risk and Uncertainty, Springer, vol. 40(2), pages 147-180, April.
  56. Ronald Lee, 1987. "Population dynamics of humans and other animals," Demography, Springer;Population Association of America (PAA), vol. 24(4), pages 443-465, November.
  57. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 107(2), pages 407-437.
  58. Bonin, Holger & Dohmen, Thomas & Falk, Armin & Huffman, David B. & Sunde, Uwe, 2006. "Cross-sectional Earnings Risk and Occupational Sorting: The Role of Risk Attitudes," IZA Discussion Papers 1930, Institute for the Study of Labor (IZA).
  59. Nathalie Etchart-Vincent & Olivier l’Haridon, 2011. "Monetary incentives in the loss domain and behavior toward risk: An experimental comparison of three reward schemes including real losses," Journal of Risk and Uncertainty, Springer, vol. 42(1), pages 61-83, February.
  60. Necker, Sarah & Voskort, Andrea, 2014. "Intergenerational transmission of risk attitudes – A revealed preference approach," European Economic Review, Elsevier, vol. 65(C), pages 66-89.
  61. Michael Kremer, 1993. "Population Growth and Technological Change: One Million B.C. to 1990," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 681-716.
  62. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, 05.
  63. W. Viscusi & William Evans, 2006. "Behavioral Probabilities," Journal of Risk and Uncertainty, Springer, vol. 32(1), pages 5-15, January.
  64. repec:hal:journl:hal-00609214 is not listed on IDEAS
  65. Shaw, Kathryn L, 1996. "An Empirical Analysis of Risk Aversion and Income Growth," Journal of Labor Economics, University of Chicago Press, vol. 14(4), pages 626-53, October.
  66. Akay, Alpaslan & Martinsson, Peter & Medhin, Haileselassie & Trautmann, Stefan T., 2009. "Attitudes toward Uncertainty among the Poor: Evidence from Rural Ethiopia," IZA Discussion Papers 4225, Institute for the Study of Labor (IZA).
  67. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-74, June.
  68. Vieider, Ferdinand M., 2012. "Moderate stake variations for risk and uncertainty, gains and losses: Methodological implications for comparative studies," Economics Letters, Elsevier, vol. 117(3), pages 718-721.
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