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Climate-smart agriculture, household income and asset accumulation among smallholder farmers in the Nyando basin of Kenya

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  • Ogada, Maurice Juma
  • Rao, Elizaphan J.O.
  • Radeny, Maren
  • Recha, John W.
  • Solomon, Dawit

Abstract

Climate change, characterized by rising average temperatures and changes in rainfall amounts and patterns, remains a major threat to rural livelihoods. For smallholder households that heavily depend on agriculture, adaptation and mitigation measures, including coping strategies are therefore needed to secure household livelihoods and incomes. In this article, we assess the impacts on livelihood outcomes, of climate smart agricultural (CSA) practices that are promoted as adaptative strategies against effects of climate change. Using data from a survey of households in Nyando basin in Kenya, we combine statistical matching and simultaneous equation econometric modelling, to evaluate pathways through which CSA practices impact on household asset accumulation and income. We find that uptake of multiple stress-tolerant crops improves household income by 83%, which in turn improves household asset accumulation. Impact pathway modelling also show that adoption of improved livestock breeds significantly reduces household income by 76%. For improved livestock, however, household income does not impact on asset accumulation, possibly because income is invested in form of livestock rather than household assets. These findings show that adoption of multiple stress-tolerant crops improves household assets accumulation via the income pathway. However, given an option, households would invest increased incomes in livestock assets, confirming that livestock are a form of savings, which can be liquidated to bridge household income gaps. This is a better resilience measure as compared to investment in domestic household assets.

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  • Ogada, Maurice Juma & Rao, Elizaphan J.O. & Radeny, Maren & Recha, John W. & Solomon, Dawit, 2020. "Climate-smart agriculture, household income and asset accumulation among smallholder farmers in the Nyando basin of Kenya," World Development Perspectives, Elsevier, vol. 18(C).
  • Handle: RePEc:eee:wodepe:v:18:y:2020:i:c:s2452292920300308
    DOI: 10.1016/j.wdp.2020.100203
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    1. Mulubrhan Amare & Solomon Asfaw & Bekele Shiferaw, 2012. "Welfare impacts of maize–pigeonpea intensification in Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 43(1), pages 27-43, January.
    2. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    3. Mendola, Mariapia, 2007. "Agricultural technology adoption and poverty reduction: A propensity-score matching analysis for rural Bangladesh," Food Policy, Elsevier, vol. 32(3), pages 372-393, June.
    4. Langyintuo, Augustine S. & Mungoma, Catherine, 2008. "The effect of household wealth on the adoption of improved maize varieties in Zambia," Food Policy, Elsevier, vol. 33(6), pages 550-559, December.
    5. Ngigi, Marther W. & Birner, Regina, 2013. "Shocks, livestock assets and climate change adaptation in Kenya," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 161468, African Association of Agricultural Economists (AAAE).
    6. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    7. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of Off-farm Income on Food Security and Nutrition in Nigeria," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 97332, African Association of Agricultural Economists (AAAE).
    8. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of off-farm income on food security and nutrition in Nigeria," Food Policy, Elsevier, vol. 35(4), pages 303-311, August.
    9. Asfaw, Solomon & Shiferaw, Bekele & Simtowe, Franklin & Lipper, Leslie, 2012. "Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia," Food Policy, Elsevier, vol. 37(3), pages 283-295.
    10. Kassie, Menale & Shiferaw, Bekele & Muricho, Geoffrey, 2011. "Agricultural Technology, Crop Income, and Poverty Alleviation in Uganda," World Development, Elsevier, vol. 39(10), pages 1784-1795.
    11. Hossain, Mahabub & Lewis, David & Bose, Manik L. & Chowdhury, Alamgir, 2003. "Rice research, technological progress, and impacts on the poor: the Bangladesh case (summary report)," EPTD discussion papers 110, International Food Policy Research Institute (IFPRI).
    12. Ugo Pica-Ciamarra & Luca Tasciotti & Joachim Otte & Alberto Zezza, 2015. "Livestock in the Household Economy: Cross-Country Evidence from Microeconomic Data," Development Policy Review, Overseas Development Institute, vol. 33(1), pages 61-81, January.
    13. Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
    14. Karamba, Wendy R. & Quiñones, Esteban J. & Winters, Paul, 2011. "Migration and food consumption patterns in Ghana," Food Policy, Elsevier, vol. 36(1), pages 41-53, February.
    15. Tewodaj Mogues, 2011. "Shocks and Asset Dynamics in Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 91-120.
    16. Ingrid Rhinehart & C. Michael Deom, 2007. "Peanut Research and Poverty Reduction: Impacts of Variety Improvement to Control Peanut Viruses in Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 448-460.
    17. Burney, Jennifer A. & Naylor, Rosamond L., 2012. "Smallholder Irrigation as a Poverty Alleviation Tool in Sub-Saharan Africa," World Development, Elsevier, vol. 40(1), pages 110-123.
    18. Kiiza, Barnabas & Pederson, Glenn, 2012. "ICT-based market information and adoption of agricultural seed technologies: Insights from Uganda," Telecommunications Policy, Elsevier, vol. 36(4), pages 253-259.
    19. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    20. Nguyen, Minh Cong & Winters, Paul, 2011. "The impact of migration on food consumption patterns: The case of Vietnam," Food Policy, Elsevier, vol. 36(1), pages 71-87, February.
    21. David Roodman, 2011. "Fitting fully observed recursive mixed-process models with cmp," Stata Journal, StataCorp LP, vol. 11(2), pages 159-206, June.
    22. Gabre-Madhin, Eleni Z. & Haggblade, Steven, 2004. "Successes in African Agriculture: Results of an Expert Survey," World Development, Elsevier, vol. 32(5), pages 745-766, May.
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    6. Mgomezulu, Wisdom Richard & Edriss, Abdi-Khalil & Machira, Kennedy & Pangapanga-Phiri, Innocent, 2023. "Towards sustainability in the adoption of sustainable agricultural practices: Implications on household poverty, food and nutrition security," Innovation and Green Development, Elsevier, vol. 2(3).
    7. Prince Maxwell Etwire & Isaac Koomson & Edward Martey, 2022. "Impact of climate change adaptation on farm productivity and household welfare," Climatic Change, Springer, vol. 170(1), pages 1-27, January.
    8. Yang, Bo & Ma, Fang & Deng, Weihua & Pi, Yang, 2022. "Digital inclusive finance and rural household subsistence consumption in China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 627-642.
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