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The impact of climate change on farming system selection in Ghana

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  • Etwire, Prince Maxwell

Abstract

Farmers are already responding to climate change by adjusting their practices. An important adaptation strategy is the switching of farm types, that is, switching from a vulnerable farming system to one that is more resilient. Using household, farm, and climate data (8700 observations) from Ghana, we estimate a multinomial logit in order to determine the factors that influence the selection of farm types and the implications of those choices. As expected, we find that climate determines the choice of farming system. Based on the multinomial estimates, a simulation of the effects of climate change shows that farmers will likely adapt by switching from environmentally sensitive specialised food-crop and tree-based (plantation) farms to specialised livestock and mixed (food-crop and livestock) farms. All things being equal, a decline in tree-based farms resulting from a climate induced agro-ecological shift (for example, conversion of forest to savannah) or a shortening of the growing season will imply a drop in the aggregate value of agricultural output since plantations are currently the most profitable farm type.

Suggested Citation

  • Etwire, Prince Maxwell, 2020. "The impact of climate change on farming system selection in Ghana," Agricultural Systems, Elsevier, vol. 179(C).
    • Handle: RePEc:eee:agisys:v:179:y:2020:i:c:s0308521x1930126x
    DOI: 10.1016/j.agsy.2019.102773
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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. Mendelsohn, Robert & Dinar, Ariel, 1999. "Climate Change, Agriculture, and Developing Countries: Does Adaptation Matter?," The World Bank Research Observer, World Bank, vol. 14(2), pages 277-293, August.
    4. 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.
    5. Nhemachena, Charles & Hassan, Rashid M., 2007. "Micro-level analysis of farmers' adaptation to climate change in Southern Africa," IFPRI discussion papers 714, International Food Policy Research Institute (IFPRI).
    6. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555, September.
    7. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    8. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    9. S. Niggol Seo, 2012. "Adaptation behaviours across ecosystems under global warming: A spatial micro‐econometric model of the rural economy in South America," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 849-871, November.
    10. Elizabeth Bryan & Claudia Ringler & Barrack Okoba & Jawoo Koo & Mario Herrero & Silvia Silvestri, 2013. "Can agriculture support climate change adaptation, greenhouse gas mitigation and rural livelihoods? insights from Kenya," Climatic Change, Springer, vol. 118(2), pages 151-165, May.
    11. Günther Schauberger & Christian Mikovits & Werner Zollitsch & Stefan J. Hörtenhuber & Johannes Baumgartner & Knut Niebuhr & Martin Piringer & Werner Knauder & Ivonne Anders & Konrad Andre & Isabel Hen, 2019. "Global warming impact on confined livestock in buildings: efficacy of adaptation measures to reduce heat stress for growing-fattening pigs," Climatic Change, Springer, vol. 156(4), pages 567-587, October.
    12. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    13. Jianhong Mu & Bruce McCarl & Anne Wein, 2013. "Adaptation to climate change: changes in farmland use and stocking rate in the U.S," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 18(6), pages 713-730, August.
    14. Tim R. L. Fry & Mark N. Harris, 1998. "Testing for Independence of Irrelevant Alternatives," Sociological Methods & Research, , vol. 26(3), pages 401-423, February.
    15. Yesuf, Mahmud & Di Falco, Salvatore & Deressa, Temesgen & Ringler, Claudia & Kohlin, Gunnar, 2008. "The impact of climate change and adaptation on food production in low-income countries: Evidence from the Nile Basin, Ethiopia [in Amharic]," Research briefs 15(11)AMH, International Food Policy Research Institute (IFPRI).
    16. Gbetibouo, Glwadys Aymone, 2009. "Understanding farmers' perceptions and adaptations to climate change and variability: The case of the Limpopo Basin, South Africa," IFPRI discussion papers 849, International Food Policy Research Institute (IFPRI).
    17. Yesuf, Mahmud & di Falco, Salvatore & Deressa, Temesgen & Ringler, Claudia & Kohlin, Gunnar, 2008. "The impact of climate change and adaptation on food production in low-income countries: Evidence from the Nile Basin, Ethiopia," IFPRI discussion papers 828, International Food Policy Research Institute (IFPRI).
    18. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    19. 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.
    20. Seo, S. Niggol, 2010. "Is an integrated farm more resilient against climate change? A micro-econometric analysis of portfolio diversification in African agriculture," Food Policy, Elsevier, vol. 35(1), pages 32-40, February.
    21. 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.
    22. Maximilian Auffhammer & Solomon M. Hsiang & Wolfram Schlenker & Adam Sobel, 2013. "Using Weather Data and Climate Model Output in Economic Analyses of Climate Change," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(2), pages 181-198, July.
    23. Emilia Pramova & Bruno Locatelli & Houria Djoudi & Olufunso A. Somorin, 2012. "Forests and trees for social adaptation to climate variability and change," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 3(6), pages 581-596, November.
    24. repec:fpr:resbrf:15(11 is not listed on IDEAS
    25. Deressa, Temesgen T. & Hassan, Rashid M. & Ringler, Claudia, 2009. "Assessing household vulnerability to climate change: The case of farmers in the Nile Basin of Ethiopia," IFPRI discussion papers 935, International Food Policy Research Institute (IFPRI).
    26. Maddison, David, 2007. "The perception of and adaptation to climate change in Africa," Policy Research Working Paper Series 4308, The World Bank.
    27. Hassan, Rashid M. & Nhemachena, Charles, 2008. "Determinants of African farmers’ strategies for adapting to climate change: Multinomial choice analysis," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 2(1), pages 1-22, March.
    28. Franklin Nantui Mabe & Gifty Sienso & Samuel Donkoh, 2014. "Determinants of Choice of Climate Change Adaptation Strategies in Northern Ghana," Research in Applied Economics, Macrothink Institute, vol. 6(4), pages 75-94, December.
    29. Oecd, 2009. "Climate Change and Africa," OECD Journal: General Papers, OECD Publishing, vol. 2009(1), pages 5-35.
    30. Alauddin, Mohammad & Sarker, Md Abdur Rashid, 2014. "Climate change and farm-level adaptation decisions and strategies in drought-prone and groundwater-depleted areas of Bangladesh: an empirical investigation," Ecological Economics, Elsevier, vol. 106(C), pages 204-213.
    31. B. Fosu-Mensah & P. Vlek & D. MacCarthy, 2012. "Farmers’ perception and adaptation to climate change: a case study of Sekyedumase district in Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 14(4), pages 495-505, August.
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    5. Evans Sumabe Batung & Kamaldeen Mohammed & Moses Mosonsieyiri Kansanga & Hanson Nyantakyi-Frimpong & Isaac Luginaah, 2023. "Credit access and perceived climate change resilience of smallholder farmers in semi-arid northern Ghana," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(1), pages 321-350, January.

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