Bayesian Herders: Asymmetric Updating Of Rainfall Beliefs In Response To External Forecasts
Temporal climate risk weighs heavily on many of the world's poor. Recent advances in model-based climate forecasting have expanded the range, timeliness and accuracy of forecasts available to decision-makers whose welfare depends on stochastic climate outcomes. There has consequently been considerable recent investment in improved climate forecasting for the developing world. Yet, in cultures that have long used indigenous climate forecasting methods, forecasts generated and disseminated by outsiders using unfamiliar methods may not readily gain the acceptance necessary to induce behavioral change. The value of model-based climate forecasts depends critically on the premise that forecast recipients actually use external forecast information to update their rainfall expectations. We test this premise using unique survey data from pastoralists and agropastoralists in southern Ethiopia and northern Kenya, specifying and estimating a model of herders updating seasonal rainfall beliefs. We find that those who receive and believe model-based seasonal climate forecasts indeed update their priors in the direction of the forecast received, assimilating optimistic forecasts more readily than pessimistic forecasts.
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- Rabin, Matthew, 1997.
"Psychology and Economics,"
Department of Economics, Working Paper Series
qt8jd5z5j2, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- C. Barrett & K. Smith & P. Box, 2001. "Not Necessarily In The Same Boat: Heterogeneous Risk Assessment Among East African Pastoralists," Journal of Development Studies, Taylor & Francis Journals, vol. 37(5), pages 1-30.
- David Hirshleifer & TYLER G. SHUMWAY, 2004.
"Good Day Sunshine: Stock Returns and the Weather,"
- Matthew Rabin & Joel L. Schrag, 1999. "First Impressions Matter: A Model of Confirmatory Bias," The Quarterly Journal of Economics, Oxford University Press, vol. 114(1), pages 37-82.
- Rosenzweig, Mark R & Binswanger, Hans P, 1993.
"Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments,"
Royal Economic Society, vol. 103(416), pages 56-78, January.
- Rosenzweig, Mark R. & Binswanger, Hans P., 1989. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Bulletins 7455, University of Minnesota, Economic Development Center.
- Rosenzweig, Mark R. & Binswanger, Hans P., 1992. "Wealth, weather risk, and the composition and profitability of agricultural investments," Policy Research Working Paper Series 1055, The World Bank.
- Barrett, Christopher B., 2002. "Food security and food assistance programs," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 2, chapter 40, pages 2103-2190 Elsevier.
- Roll, Richard, 1984. "Orange Juice and Weather," American Economic Review, American Economic Association, vol. 74(5), pages 861-80, December.
- Camerer, Colin & Loewenstein, George & Weber, Martin, 1989. "The Curse of Knowledge in Economic Settings: An Experimental Analysis," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1232-54, October.
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