IDEAS home Printed from https://ideas.repec.org/p/pre/wpaper/201649.html
   My bibliography  Save this paper

Counting the Cost of Drought Induced Productivity Losses in an Agro-Based Economy: The Case of Uganda

Author

Listed:
  • Nicholas Kilimani

    (Department of Economics, University of Pretoria)

  • Jan van Heerden

    (Department of Economics, University of Pretoria)

  • Heinrich Bohlmann

    (Department of Economics, University of Pretoria)

  • Louise Roos

    (Centre for Policy Studies, Victoria University, Melbourne)

Abstract

Climate variability can affect economies directly through its impact on agricultural output, and indirectly, through its effect on the activities of down-stream industries and household welfare. This paper uses a Computable General Equilibrium model with a disaggregated agricultural sector to analyse the impact of a drought on the Ugandan economy. The losses were assessed with respect to GDP, agricultural output, employment, the trade balance and household consumption. The drought effects were shown to vary by sector. The fall in employment within the agricultural industries was less compared to the output losses. At a macro level, exports declined, while at a household level, the terms of trade gains mitigated part of the potential welfare losses thereby reducing consumption, but to a lesser degree. The findings indicate that a drought can cause substantial losses to the economy. The need for targeted interventions to mitigate such drought impacts is therefore critical.

Suggested Citation

  • Nicholas Kilimani & Jan van Heerden & Heinrich Bohlmann & Louise Roos, 2016. "Counting the Cost of Drought Induced Productivity Losses in an Agro-Based Economy: The Case of Uganda," Working Papers 201649, University of Pretoria, Department of Economics.
  • Handle: RePEc:pre:wpaper:201649
    as

    Download full text from publisher

    File URL: http://www.up.ac.za/media/shared/61/WP/wp_2016_49.zp91640.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Karen Macours, 2013. "Volatility, agricultural risk, and household poverty: micro-evidence from randomized control trials," Agricultural Economics, International Association of Agricultural Economists, vol. 44(s1), pages 79-84, November.
    2. Dorosh, Paul A. & El-Said, Moataz & Lofgren, Hans, 2003. "Technical Change, Market Incentives And Rural Incomes: A Cge Analysis Of Uganda'S Agriculture," 2003 Annual Meeting, August 16-22, 2003, Durban, South Africa 25846, International Association of Agricultural Economists.
    3. Inocencio, Arlene & Kikuchi, Masao & Tonosaki, Manabu & Maruyama, Atsushi & Merrey, Douglas & Sally, Hilmy & de Jong, Ijsbrand, 2007. "Costs and performance of irrigation projects: A comparison of Sub-Saharan Africa and other developing regions," IWMI Research Reports H036214, International Water Management Institute.
    4. James Andrew Giesecke, 2011. "Development of a Large-scale Single US Region CGE Model using IMPLAN Data: A Los Angeles County Example with a Productivity Shock Application," Spatial Economic Analysis, Taylor & Francis Journals, vol. 6(3), pages 331-350, April.
    5. Horridge, Mark & Wittwer, Glyn, 2008. "SinoTERM, a multi-regional CGE model of China," China Economic Review, Elsevier, vol. 19(4), pages 628-634, December.
    6. Haddad, Eduardo & Porsse, Alexandre & Pereda, Paula, 2012. "Territorial Economic Impacts of Climate Anomalies in Brazil," TD NEREUS 8-2012, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).
    7. Hans Löfgren & Sherman Robinson, 1999. "Nonseparable Farm Household Decisions in a Computable General Equilibrium Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(3), pages 663-670.
    8. Richard Tol, 2013. "The economic impact of climate change in the 20th and 21st centuries," Climatic Change, Springer, vol. 117(4), pages 795-808, April.
    9. Robert Mendelsohn & Ariel Dinar, 2009. "Climate Change and Agriculture," Books, Edward Elgar Publishing, number 12990.
    10. Holden, Stein T. & Taylor, J. Edward & Hampton, Stephen, 1999. "Structural adjustment and market imperfections: a stylized village economy-wide model with non-separable farm households," Environment and Development Economics, Cambridge University Press, vol. 4(1), pages 69-87, February.
    11. Hertel, Thomas & Burke, Marshall & Lobell, David, 2010. "The Poverty Implications of Climate-Induced Crop Yield Changes by 2030," GTAP Working Papers 3196, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
    12. Adam Rose & Shu‐Yi Liao, 2005. "Modeling Regional Economic Resilience to Disasters: A Computable General Equilibrium Analysis of Water Service Disruptions," Journal of Regional Science, Wiley Blackwell, vol. 45(1), pages 75-112, February.
    13. John Hoddinott, 2006. "Shocks and their consequences across and within households in Rural Zimbabwe," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 301-321.
    14. Svendsen, Mark & Ewing, Mandy & Msangi, Siwa, 2009. "Measuring irrigation performance in Africa:," IFPRI discussion papers 894, International Food Policy Research Institute (IFPRI).
    15. Svendsen, M., 2009. "Measuring irrigation performance in Africa," IWMI Working Papers H043570, International Water Management Institute.
    16. Calzadilla, Alvaro & Zhu, Tingju & Rehdanz, Katrin & Tol, Richard S.J. & Ringler, Claudia, 2013. "Economywide impacts of climate change on agriculture in Sub-Saharan Africa," Ecological Economics, Elsevier, vol. 93(C), pages 150-165.
    17. Marshall Burke & John Dykema & David Lobell & Edward Miguel & Shanker Satyanath, 2011. "Incorporating Climate Uncertainty into Estimates of Climate Change Impacts, with Applications to U.S. and African Agriculture," NBER Working Papers 17092, National Bureau of Economic Research, Inc.
    18. Zimmerman, Frederick J. & Carter, Michael R., 2003. "Asset smoothing, consumption smoothing and the reproduction of inequality under risk and subsistence constraints," Journal of Development Economics, Elsevier, vol. 71(2), pages 233-260, August.
    19. S. Seo & Robert Mendelsohn & Ariel Dinar & Rashid Hassan & Pradeep Kurukulasuriya, 2009. "A Ricardian Analysis of the Distribution of Climate Change Impacts on Agriculture across Agro-Ecological Zones in Africa," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 313-332, July.
    20. Boyd, Roy & Ibarrarã N, Maria E., 2009. "Extreme climate events and adaptation: an exploratory analysis of drought in Mexico," Environment and Development Economics, Cambridge University Press, vol. 14(3), pages 371-395, June.
    21. -, 2009. "The economics of climate change," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38679, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    22. Oecd, 2009. "Climate Change and Africa," OECD Journal: General Papers, OECD Publishing, vol. 2009(1), pages 5-35.
    23. World Bank, 2011. "World Development Report 2011 [Rapport sur le développement dans le monde 2011 : Conflits, sécurité et développement - Abrégé]," World Bank Publications - Books, The World Bank Group, number 4389, December.
    24. Maria Berrittella & Katrin Rehdanz & Arjen Y. Hoekstra & Roberto Roson & Richard S.J. Tol, 2006. "The Economic Impact Of Restricted Water Supply: A Computable General Equilibrium Analysis," Working Papers FNU-93, Research unit Sustainability and Global Change, Hamburg University, revised Jul 2006.
    25. World Bank, 2011. "Ugandan Coffee Supply Chain Risk Assessment," World Bank Publications - Reports 27386, The World Bank Group.
    26. Hertel, Thomas & Burke, Marshall & Lobell, David, 2010. "The Poverty Implications of Climate-Induced Crop Yield Changes by 2030," GTAP Working Papers 3196, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
    27. de Janvry, Alain & Fafchamps, Marcel & Sadoulet, Elisabeth, 1991. "Peasant Household Behaviour with Missing Markets: Some Paradoxes Explained," Economic Journal, Royal Economic Society, vol. 101(409), pages 1400-1417, November.
    28. Burniaux, Jean-Marc & Truong Truong, 2002. "GTAP-E: An Energy-Environmental Version of the GTAP Model," GTAP Technical Papers 923, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University.
    29. Holden, Stein & Shiferaw, Bekele, 2004. "Land degradation, drought and food security in a less-favoured area in the Ethiopian highlands: a bio-economic model with market imperfections," Agricultural Economics, Blackwell, vol. 30(1), pages 31-49, January.
    30. Burniaux, Jean-March & Truong, Truong P., 2002. "Gtap-E: An Energy-Environmental Version Of The Gtap Model," Technical Papers 28705, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    31. de Janvry, Alain & Fafchamps, M. & Sadoulet, Elisabeth, 1991. "Peasant Household Behavior with Missing Markets: Some Paradoxes Explain," CUDARE Working Papers 198579, University of California, Berkeley, Department of Agricultural and Resource Economics.
    32. Alvaro Calzadilla & Tingju Zhu & Katrin Rehdanz & Richard S.J. Tol & Claudia Ringler, "undated". "Economy-wide Impacts of Climate on Agriculture in Sub-Saharan Africa," Working Papers FNU-170, Research unit Sustainability and Global Change, Hamburg University.
    33. Al-Riffai, Perrihan & Breisinger, Clemens & Verner, Dorte & Zhu, Tingju, 2012. "Droughts in Syria: An Assessment of Impacts and Options for Improving the Resilience of the Poor," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 51(1), pages 1-29, February.
    34. van Heerden, Jan H. & Blignaut, James & Horridge, Mark, 2008. "Integrated water and economic modelling of the impacts of water market instruments on the South African economy," Ecological Economics, Elsevier, vol. 66(1), pages 105-116, May.
    35. Horridge, Mark & Madden, John & Wittwer, Glyn, 2005. "The impact of the 2002-2003 drought on Australia," Journal of Policy Modeling, Elsevier, vol. 27(3), pages 285-308, April.
    36. Alvaro Calzadilla & Katrin Rehdanz & Richard S.J. Tol, 2011. "Water scarcity and the impact of improved irrigation management: a computable general equilibrium analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 42(3), pages 305-323, May.
    37. Pauw, Karl & Thurlow, James & Bachu, Murthy & Van Seventer, Dirk Ernst, 2011. "The economic costs of extreme weather events: a hydrometeorological CGE analysis for Malawi," Environment and Development Economics, Cambridge University Press, vol. 16(2), pages 177-198, April.
    38. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Nicholas Kilimani, 2015. "Vulnerability to Climatic Variability: An Assessment of Drought Prevalence on Water Resources Availability and Implications for the Ugandan Economy," Working Papers 201562, University of Pretoria, Department of Economics.
    2. Montaud, Jean-Marc & Pecastaing, Nicolas & Tankari, Mahamadou, 2017. "Potential socio-economic implications of future climate change and variability for Nigerien agriculture: A countrywide dynamic CGE-Microsimulation analysis," Economic Modelling, Elsevier, vol. 63(C), pages 128-142.
    3. Franziska Schuenemann & James Thurlow & Stefan Meyer & Richard Robertson & Joao Rodrigues, 2018. "Evaluating irrigation investments in Malawi: economy†wide impacts under uncertainty and labor constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 49(2), pages 237-250, March.
    4. Asfaw, Solomon & Scognamillo, Antonio & Caprera, Gloria Di & Sitko, Nicholas & Ignaciuk, Adriana, 2019. "Heterogeneous impact of livelihood diversification on household welfare: Cross-country evidence from Sub-Saharan Africa," World Development, Elsevier, vol. 117(C), pages 278-295.
    5. Alvaro Calzadilla & Katrin Rehdanz & Richard Betts & Pete Falloon & Andy Wiltshire & Richard Tol, 2013. "Climate change impacts on global agriculture," Climatic Change, Springer, vol. 120(1), pages 357-374, September.
    6. Roberto Ponce & Francesco Bosello & Carlo Giupponi, 2012. "Integrating Water Resources into Computable General Equilibrium Models - A Survey," Working Papers 2012.57, Fondazione Eni Enrico Mattei.
    7. 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.
    8. Calzadilla, Alvaro & Zhu, Tingju & Rehdanz, Katrin & Tol, Richard S.J. & Ringler, Claudia, 2013. "Economywide impacts of climate change on agriculture in Sub-Saharan Africa," Ecological Economics, Elsevier, vol. 93(C), pages 150-165.
    9. Sands, Ronald & Jones, Carol & Marshall, Elizabeth P., 2014. "Global Drivers of Agricultural Demand and Supply," Economic Research Report 186137, United States Department of Agriculture, Economic Research Service.
    10. Freire-González, Jaume & Decker, Christopher & Hall, Jim W., 2017. "The Economic Impacts of Droughts: A Framework for Analysis," Ecological Economics, Elsevier, vol. 132(C), pages 196-204.
    11. Asfaw, Solomon & Savastano, Sara, 2015. "Topic: Building Resilience to Climate Change Through Social Protection and Climate-Smart Agriculture: Synergies and Trade-offs," 2015 Conference, August 9-14, 2015, Milan, Italy 210963, International Association of Agricultural Economists.
    12. Julius Kotir, 2011. "Climate change and variability in Sub-Saharan Africa: a review of current and future trends and impacts on agriculture and food security," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 13(3), pages 587-605, June.
    13. Undp, 2011. "HDR 2011 - Sustainability and Equity: A Better Future for All," Human Development Report (1990 to present), Human Development Report Office (HDRO), United Nations Development Programme (UNDP), number hdr2011, September.
    14. Dinar, Ariel, 2012. "Economy-wide implications of direct and indirect policy interventions in the water sector: lessons from recent work and future research needs," Policy Research Working Paper Series 6068, The World Bank.
    15. 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.
    16. Jonathan E. Ogbuabor & Emmanuel I. Egwuchukwu, 2017. "The Impact of Climate Change on the Nigerian Economy," International Journal of Energy Economics and Policy, Econjournals, vol. 7(2), pages 217-223.
    17. Sudarshan Chalise & Dr Athula Naranpanawa, 2016. "Climate change adaptation in agriculture: A general equilibrium analysis of land re-allocation in Nepal," EcoMod2016 9272, EcoMod.
    18. Gebreegziabher, Zenebe & Stage, Jesper & Mekonnen, Alemu & Alemu, Atlaw, 2011. "Climate Change and the Ethiopian Economy: A Computable General Equilibrium Analysis," RFF Working Paper Series dp-11-09-efd, Resources for the Future.
    19. Esmedekh Lkhanaajav, 2016. "CoPS-style CGE modelling and analysis," Centre of Policy Studies/IMPACT Centre Working Papers g-264, Victoria University, Centre of Policy Studies/IMPACT Centre.
    20. Byela Tibesigwa & Martine Visser & Jane Turpie, 2017. "Climate change and South Africa’s commercial farms: an assessment of impacts on specialised horticulture, crop, livestock and mixed farming systems," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 19(2), pages 607-636, April.

    More about this item

    Keywords

    computable general equilibrium modelling; drought; economic activity; Uganda;
    All these keywords.

    JEL classification:

    • D58 - Microeconomics - - General Equilibrium and Disequilibrium - - - Computable and Other Applied General Equilibrium Models
    • Q25 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Water
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pre:wpaper:201649. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Rangan Gupta (email available below). General contact details of provider: https://edirc.repec.org/data/decupza.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.