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Climate Change, Crop Selection and Agricultural Revenue in Ghana: A Structural Ricardian Analysis

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  • Prince M. Etwire
  • David Fielding
  • Viktoria Kahui

Abstract

We apply a Structural Ricardian Model (SRM) to farm‐level data from Ghana for seven principal food crops in order to model the factors which influence farmers' decisions about which food crops to grow and the revenue conditional on these choices. Our application of the SRM incorporates a flexible functional form to allow for the possibility that the effects of temperature and rainfall may not be linearly separable. We use this model as a basis for simulations of the effects of climate change. These simulations suggest that extreme climate change will lead to a significant reduction in the average net revenue per hectare from maize, which accounts for over half of current food production. Across a range of climate change scenarios, there is also substantial substitution of maize for heat‐tolerant millet, and a reduction in the cultivation of other crops. Under most of the climate change scenarios that we consider, these results imply a substantial reduction in the aggregate value of agricultural production, since millet is the lowest‐value crop.

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  • Prince M. Etwire & David Fielding & Viktoria Kahui, 2019. "Climate Change, Crop Selection and Agricultural Revenue in Ghana: A Structural Ricardian Analysis," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(2), pages 488-506, June.
  • Handle: RePEc:bla:jageco:v:70:y:2019:i:2:p:488-506
    DOI: 10.1111/1477-9552.12307
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    1. Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
    2. Thomas Chatzopoulos & Christian Lippert, 2015. "Adaptation and Climate Change Impacts: A Structural Ricardian Analysis of Farm Types in Germany," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(2), pages 537-554, June.
    3. da Cunha, Dênis Antônio & Coelho, Alexandre Bragança & Féres, José Gustavo, 2015. "Irrigation as an adaptive strategy to climate change: an economic perspective on Brazilian agriculture," Environment and Development Economics, Cambridge University Press, vol. 20(1), pages 57-79, February.
    4. World Bank, 2010. "Economics of Adaptation to Climate Change: Ethiopia, Volume 2. Annexes," World Bank Publications - Reports 13214, The World Bank Group.
    5. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    6. Kurukulasuriya, Pradeep & Mendelsohn, Robert, 2008. "Crop switching as a strategy for adapting to climate change," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-22, March.
    7. Fleischer, Aliza & Lichtman, Ivgenia & Mendelsohn, Robert, 2008. "Climate change, irrigation, and Israeli agriculture: Will warming be harmful?," Ecological Economics, Elsevier, vol. 65(3), pages 508-515, April.
    8. Carlo Fezzi & Ian Bateman, 2015. "The Impact of Climate Change on Agriculture: Nonlinear Effects and Aggregation Bias in Ricardian Models of Farmland Values," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 2(1), pages 57-92.
    9. François Bourguignon & Martin Fournier & Marc Gurgand, 2007. "Selection Bias Corrections Based On The Multinomial Logit Model: Monte Carlo Comparisons," Journal of Economic Surveys, Wiley Blackwell, vol. 21(1), pages 174-205, February.
    10. Salvatore Di Falco, 2014. "Adaptation to climate change in Sub-Saharan agriculture: assessing the evidence and rethinking the drivers," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 41(3), pages 405-430.
    11. S. Niggol Seo, 2010. "A Microeconometric Analysis of Adapting Portfolios to Climate Change: Adoption of Agricultural Systems in Latin America," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 32(3), pages 489-514.
    12. Pradeep Kurukulasuriya & Robert Mendelsohn & Rashid Hassan & James Benhin & Temesgen Deressa & Mbaye Diop & Helmy Mohamed Eid & K. Yerfi Fosu & Glwadys Gbetibouo & Suman Jain & Ali Mahamadou & Renneth, 2006. "Will African Agriculture Survive Climate Change?," The World Bank Economic Review, World Bank, vol. 20(3), pages 367-388.
    13. 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 753-771, September.
    14. Mendelsohn, Robert & Dinar, Ariel & Williams, Larry, 2006. "The distributional impact of climate change on rich and poor countries," Environment and Development Economics, Cambridge University Press, vol. 11(2), pages 159-178, April.
    15. De Salvo, Maria & Raffaelli, Roberta & Moser, Riccarda, 2013. "The impact of climate change on permanent crops in an Alpine region: A Ricardian analysis," Agricultural Systems, Elsevier, vol. 118(C), pages 23-32.
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