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Regional Variation In Risk And Time Preferences: Evidence From A Large-Scale Field Experiment In Rural Uganda

Author

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  • Yuki Tanaka

    (National Graduate Institute for Policy Studies)

  • Alistair Munro

    (National Graduate Institute for Policy Studies)

Abstract

Experiments measuring risk and time preferences in developing countries have tended to have relatively small samples and geographically concentrated sampling. This large-scale field experiment uses a Holt-Laury mechanism to elicit the preferences of 1289 randomly selected subjects from 94 villages covering six out of seven agro-climatic zones across rural Uganda. As in previous studies we find evidence of risk aversion and loss aversion amongst most subjects. In addition we find significant heterogeneity in risk attitudes across agro-climatic zones. Especially, the farmers in the agro-climatically least favourable zone, the uni-modal rainfall zone, are the most risk averse, loss averse and impatient. We also find significant relationships between risk attitudes and village level predictors such as the distance to town and the road conditions. After controlling for the village level factors, we find that the level of schooling still positively correlates with the individual’s level of loss tolerance and patience. The main results are not altered by allowing for probability weighting in subjects’ choices. Overall the results provide clear evidence that within one country there may be significant regional variations in risk and time attitudes. We conjecture that the agro-climatic conditions that affect farmers’ livelihoods may also affect their risk and time preferences and village level development in infrastructure could improve the household perception of investment related policies.

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  • Yuki Tanaka & Alistair Munro, 2012. "Regional Variation In Risk And Time Preferences: Evidence From A Large-Scale Field Experiment In Rural Uganda," GRIPS Discussion Papers 11-19, National Graduate Institute for Policy Studies.
    • Handle: RePEc:ngi:dpaper:11-19
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    1. Esther Duflo & Michael Kremer & Jonathan Robinson, 2011. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," American Economic Review, American Economic Association, vol. 101(6), pages 2350-2390, October.
    2. Reardon, Thomas & Taylor, J. Edward, 1996. "Agroclimatic shock, income inequality, and poverty: Evidence from Burkina Faso," World Development, Elsevier, vol. 24(5), pages 901-914, May.
    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. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    5. Glenn W. Harrison & John A. List, 2004. "Field Experiments," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1009-1055, December.
    6. Sachs, Jeffrey D & Warner, Andrew M, 1997. "Sources of Slow Growth in African Economies," Journal of African Economies, Centre for the Study of African Economies, vol. 6(3), pages 335-376, October.
    7. Ruecker, Gerd Robert & Park, Soojin & Ssali, Henry & Pender, John L., 2003. "Strategic Targeting Of Development Policies To A Complex Region: A Gis-Based Stratification Applied To Uganda," Discussion Papers 18726, University of Bonn, Center for Development Research (ZEF).
    8. 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, May.
    9. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    10. Steven J. Humphrey & Arjan Verschoor, 2004. "Decision-making Under Risk among Small Farmers in East Uganda," Journal of African Economies, Centre for the Study of African Economies, vol. 13(1), pages 44-101, March.
    11. Michal Bauer & Julie Chytilová, 2010. "The Impact of Education on Subjective Discount Rate in Ugandan Villages," Economic Development and Cultural Change, University of Chicago Press, vol. 58(4), pages 643-669, July.
    12. Juan Camilo Cardenas & Jeffrey Carpenter, 2008. "Behavioural Development Economics: Lessons from Field Labs in the Developing World," Journal of Development Studies, Taylor & Francis Journals, vol. 44(3), pages 311-338.
    13. Maribeth Coller & Melonie Williams, 1999. "Eliciting Individual Discount Rates," Experimental Economics, Springer;Economic Science Association, vol. 2(2), pages 107-127, December.
    14. Paul Collier & Jan Willem Gunning, 1999. "Why Has Africa Grown Slowly?," Journal of Economic Perspectives, American Economic Association, vol. 13(3), pages 3-22, Summer.
    15. 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.
    16. Mette Wik & Tewodros Aragie Kebede & Olvar Bergland & Stein Holden, 2004. "On the measurement of risk aversion from experimental data," Applied Economics, Taylor & Francis Journals, vol. 36(21), pages 2443-2451.
    17. Gollier, Christian & Pratt, John W, 1996. "Risk Vulnerability and the Tempering Effect of Background Risk," Econometrica, Econometric Society, vol. 64(5), pages 1109-1123, September.
    18. 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.
    19. Takashi Yamano & Yoko Kijima, 2010. "Market Access, Soil Fertility, and Income in East Africa," GRIPS Discussion Papers 10-22, National Graduate Institute for Policy Studies.
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    15. Sepahvand, Mohammad & Shahbazian, Roujman, 2017. "Individual’s Risk Attitudes in sub-Saharan Africa: Determinants and Reliability of Self-reported Risk in Burkina Faso," Working Paper Series 2017:11, Uppsala University, Department of Economics.
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