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A structural ricardian analysis of climate change impacts and adaptations in African agriculture

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  • Seo, S. Niggol
  • Mendelsohn, Robert

Abstract

This paper develops a Structural Ricardian model to measure climate change impacts that explicitly models the choice of farm type in African agriculture. This two stage model first estimates the type of farm chosen and then the conditional incomes of each farm type after removing selection biases. The results indicate that increases in temperature encourage farmers to adopt mixed farming and avoid specialized farms such as crop-only or livestock-only farms. Increases in precipitation encourage farmers to shift from irrigated to rainfed crops. As temperatures increase, farm incomes from crop-only farms or livestock-only farms fall whereas incomes from mixed farms increase. With precipitation increases, farm incomes from irrigated farms fall whereas incomes from rainfed farms increase. Naturally, the Structural Ricardian model predicts much smaller impacts than a model that holds farm type fixed. With a hot dry climate scenario, the Structural Ricardian model predicts that farm income will fall 50 percent but the fixed farm type model predicts farm incomes will fall 75 percent.

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Bibliographic Info

Paper provided by The World Bank in its series Policy Research Working Paper Series with number 4603.

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Date of creation: 01 Apr 2008
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Handle: RePEc:wbk:wbrwps:4603

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Related research

Keywords: Crops&Crop Management Systems; Agriculture&Farming Systems; Livestock&Animal Husbandry; Climate Change; Rural Development Knowledge&Information Systems;

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  1. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2007. "Endogenous irrigation : the impact of climate change on farmers in Africa," Policy Research Working Paper Series 4278, The World Bank.
  2. Brown, James N & Rosen, Harvey S, 1982. "On the Estimation of Structural Hedonic Price Models," Econometrica, Econometric Society, vol. 50(3), pages 765-68, May.
  3. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 31(3), pages 129-137.
  4. Ivar Ekeland & James Heckman & Lars Nesheim, 2002. "Identifying hedonic models," CeMMAP working papers CWP06/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  5. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-71, September.
  6. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-62, March.
  7. Olivier Desch�nes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
  8. Wolfram Schlenker & W. Michael Hanemann & Anthony C. Fisher, 2005. "Will U.S. Agriculture Really Benefit from Global Warming? Accounting for Irrigation in the Hedonic Approach," American Economic Review, American Economic Association, vol. 95(1), pages 395-406, March.
  9. S. Niggol Seo & Robert Mendelsohn, 2008. "Measuring impacts and adaptations to climate change: a structural Ricardian model of African livestock management-super-1," Agricultural Economics, International Association of Agricultural Economists, vol. 38(2), pages 151-165, 03.
  10. Mendelsohn, Robert & Seo, Niggol, 2007. "Changing farm types and irrigation as an adaptation to climate change in Latin American agriculture," Policy Research Working Paper Series 4161, The World Bank.
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Cited by:
  1. Muamba, Francis M. & Ulimwengu, John M., 2010. "Optimal rainfall insurance contracts for maize producers in Ghana’s Northern Region," IFPRI discussion papers 1016, International Food Policy Research Institute (IFPRI).

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