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Probability Weighting and Fertilizer Use in a State-Contingent Framework

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  • Holden, S.T.
  • Quiggin, J.

Abstract

Limited use of fertilizer by African farmers has been a major source of policy concern in Africa. This study assesses the fertilizer adoption responses of food insecure farmers in Malawi. A field experiment, eliciting risk attitudes of farmers, is combined with a detailed farm household survey. A state-contingent production model with rank-dependent utility preferences is estimated. Over-weighting of small probabilities was associated with less use of fertilizer on all maize types and particularly so on the more risky improved maize types. Acknowledgement :

Suggested Citation

  • Holden, S.T. & Quiggin, J., 2018. "Probability Weighting and Fertilizer Use in a State-Contingent Framework," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277355, International Association of Agricultural Economists.
    • Handle: RePEc:ags:iaae18:277355
    DOI: 10.22004/ag.econ.277355
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    1. John Quiggin & John Horowitz, 2003. "Costs of adjustment to climate change," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(4), pages 429-446, December.
    2. Holden , Stein, 2014. "Risky Choices of Poor People: Comparing Risk Preference Elicitation Approaches in Field Experiments," CLTS Working Papers 10/14, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 10 Oct 2019.
    3. Holden , Stein & O’Donnell, Christopher J., 2015. "Maize Productivity and Input Subsidies in Malawi: A State-Contingent Stochastic Production Frontier Approach," Working Paper Series 02-2015, Norwegian University of Life Sciences, School of Economics and Business.
    4. 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.
    5. Stein T. Holden & Rodney W. Lunduka, 2014. "Input Subsidies, Cash Constraints, and Timing of Input Supply," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 290-307.
    6. Chateauneuf, Alain & Cohen, Michele & Meilijson, Isaac, 2004. "Four notions of mean-preserving increase in risk, risk attitudes and applications to the rank-dependent expected utility model," Journal of Mathematical Economics, Elsevier, vol. 40(5), pages 547-571, August.
    7. Quang Nguyen & Colin Camerer & Tomomi Tanaka, 2010. "Risk and Time Preferences Linking Experimental and Household Data from Vietnam," Post-Print halshs-00547090, HAL.
    8. 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..
    9. Stein Holden & Monica Fisher, 2015. "Subsidies promote use of drought tolerant maize varieties despite variable yield performance under smallholder environments in Malawi," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1225-1238, December.
    10. Stein T. Holden & John Quiggin, 2017. "Climate risk and state-contingent technology adoption: shocks, drought tolerance and preferences," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 44(2), pages 285-308.
    11. John K. Horowitz & Erik Lichtenberg, 1993. "Insurance, Moral Hazard, and Chemical Use in Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(4), pages 926-935.
    12. Howard D. Leathers & John C. Quiggin, 1991. "Interactions between Agricultural and Resource Policy: The Importance of Attitudes toward Risk," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 757-764.
    13. Liverpool-Tasie, Lenis Saweda O. & Omonona, Bolarin T. & Sanou, Awa & Ogunleye, Wale O., 2017. "Is increasing inorganic fertilizer use for maize production in SSA a profitable proposition? Evidence from Nigeria," Food Policy, Elsevier, vol. 67(C), pages 41-51.
    14. George Wu & Richard Gonzalez, 1999. "Nonlinear Decision Weights in Choice Under Uncertainty," Management Science, INFORMS, vol. 45(1), pages 74-85, January.
    15. Rothschild, Michael & Stiglitz, Joseph E., 1970. "Increasing risk: I. A definition," Journal of Economic Theory, Elsevier, vol. 2(3), pages 225-243, September.
    16. Mason, Nicole M. & Ricker-Gilbert, Jacob, 2013. "Disrupting Demand for Commercial Seed: Input Subsidies in Malawi and Zambia," World Development, Elsevier, vol. 45(C), pages 75-91.
    17. Sandmo, Agnar, 1971. "On the Theory of the Competitive Firm under Price Uncertainty," American Economic Review, American Economic Association, vol. 61(1), pages 65-73, March.
    18. Quiggin, John, 1982. "A theory of anticipated utility," Journal of Economic Behavior & Organization, Elsevier, vol. 3(4), pages 323-343, December.
    19. Chambers,Robert G. & Quiggin,John, 2000. "Uncertainty, Production, Choice, and Agency," Cambridge Books, Cambridge University Press, number 9780521622448, December.
    20. 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.
    21. Monica Fisher & Tsedeke Abate & Rodney Lunduka & Woinishet Asnake & Yoseph Alemayehu & Ruth Madulu, 2015. "Drought tolerant maize for farmer adaptation to drought in sub-Saharan Africa: Determinants of adoption in eastern and southern Africa," Climatic Change, Springer, vol. 133(2), pages 283-299, November.
    22. Bontems, Philippe & Thomas, Alban, 2006. "AJAE Appendix: Regulating Nitrogen Pollution with Risk-Averse Farmers under Hidden Information and Moral Hazard," American Journal of Agricultural Economics APPENDICES, Agricultural and Applied Economics Association, vol. 88(01), pages 1-6, February.
    23. 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.
    24. Quiggin, John, 1991. "Comparative Statics for Rank-Dependent Expected Utility Theory," Journal of Risk and Uncertainty, Springer, vol. 4(4), pages 339-350, December.
    25. 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.
    26. Philippe Bontems & Alban Thomas, 2006. "Regulating Nitrogen Pollution with Risk Averse Farmers under Hidden Information and Moral Hazard," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(1), pages 57-72.
    27. Thomas, Alban & Bontems, Philippe, 1998. "Information Value And Risk Premium In Agricultural Production Under Risk: The Case Of Split Nitrogen Application For Corn," 1998 Annual meeting, August 2-5, Salt Lake City, UT 20844, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    28. Philippe Bontems & Alban Thomas, 2000. "Information Value and Risk Premium in Agricultural Production: The Case of Split Nitrogen Application for Corn," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(1), pages 59-70.
    29. Monjardino, M. & McBeath, T. & Ouzman, J. & Llewellyn, R. & Jones, B., 2015. "Farmer risk-aversion limits closure of yield and profit gaps: A study of nitrogen management in the southern Australian wheatbelt," Agricultural Systems, Elsevier, vol. 137(C), pages 108-118.
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