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Role of hybrid maize adoption on food security in Kenya: an application of two-step generalized method of moments (gmm2s)

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  • Gitonga, Zachary M.
  • De Groote, Hugo

Abstract

Kenya has made significant strides in developing hybrid maize varieties and is considered a success story in the region. The number of hybrid varieties released per year has been increasing but average maize yields and consumption have been declining resulting to food insecurity in both urban and rural areas. Past studies evaluated the impact of hybrid maize on income inequality and poverty but none on food security impact in Kenya. This paper used representative data from 1344 households to answer this question. Three food security indicators are considered: Months of adequate household food provisioning (MAHFP), household food insecurity access scale (HFIAS) scores and household food insecurity access prevalence (HFIAP). The paper applies two step gmm2s specification and corresponding tests for relevance and validity of the instruments. Household food insecurity prevalence is assessed using generalized ordered logit model. Food security increase with hybrid maize adoption, maize sales, wealth, education, access to financial services and irrigation water but decline with household size. Food security also vary with agro ecological zones. Hybrid maize adoption reduces the risk of being moderately and severely food insecure by 5% and 13% respectively. Results suggest the need for policies that enhance hybrid seed adoption, surplus production, education, improve welfare and promote family planning.

Suggested Citation

  • Gitonga, Zachary M. & De Groote, Hugo, 2016. "Role of hybrid maize adoption on food security in Kenya: an application of two-step generalized method of moments (gmm2s)," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246315, African Association of Agricultural Economists (AAAE).
  • Handle: RePEc:ags:aaae16:246315
    DOI: 10.22004/ag.econ.246315
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    References listed on IDEAS

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    1. Mathenge, Mary K. & Smale, Melinda & Olwande, John, 2012. "The Impact of Maize Hybrids on Income, Poverty, and Inequality among Smallholder Farmers in Kenya," Food Security International Development Working Papers 146931, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    2. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    3. Wenefrida Dwi Widyanti & Asep Suryahadi & Sudarno Sumarto & Athia Yumna, "undated". "The Relationship between Chronic Poverty and Household Dynamics: Evidence from Indonesia," Working Papers 339, Publications Department.
    4. Kaliba, Aloyce R. & Verkuijl, Hugo & Mwangi, Wilfred, 2000. "Factors Affecting Adoption Of Improved Maize Seeds And Use Of Inorganic Fertilizer For Maize Production In The Intermediate And Lowland Zones Of Tanzania," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 32(1), pages 1-13, April.
    5. Bernard, Munyua & Hellin, Jonathan & Nyikal, Rose Adhiambo & Mburu, John G., 2010. "Determinants for Use of Certified Maize Seed and the Relative Importance of Transaction Costs," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 96423, African Association of Agricultural Economists (AAAE).
    6. Tavneet Suri, 2011. "Selection and Comparative Advantage in Technology Adoption," Econometrica, Econometric Society, vol. 79(1), pages 159-209, January.
    7. Smale, Melinda & Olwande, John, 2011. "Is Older Better? Maize Hybrid Change on Household Farms in Kenya," Food Security International Development Working Papers 118474, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    8. Maurice Ogada & Germano Mwabu & Diana Muchai, 2014. "Farm technology adoption in Kenya: a simultaneous estimation of inorganic fertilizer and improved maize variety adoption decisions," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 2(1), pages 1-18, December.
    9. Gitonga, Zachary M. & De Groote, Hugo & Kassie, Menale & Tefera, Tadele, 2013. "Impact of metal silos on households’ maize storage, storage losses and food security: An application of a propensity score matching," Food Policy, Elsevier, vol. 43(C), pages 44-55.
    10. Bashir, Muhammad Khalid & Schilizzi, Steven & Pandit, Ram, 2012. "The Determinants of Rural Household Food Security for Landless Households of the Punjab, Pakistan," Working Papers 126035, University of Western Australia, School of Agricultural and Resource Economics.
    11. Hamazakaza, Petan & Smale, Melinda & Kasalu, Helen, 2013. "The Impact of Hybrid Maize on Smallholder Livelihoods in Zambia:Findings of a Household Survey in Katete, Mkushi, and Sinazongwe Districts," Food Security Collaborative Working Papers 148808, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    12. Mathenge, Mary K. & Smale, Melinda & Olwande, John, 2014. "The impacts of hybrid maize seed on the welfare of farming households in Kenya," Food Policy, Elsevier, vol. 44(C), pages 262-271.
    13. Tavneet Suri, 2009. "Selection and Comparative Advantage in Technology Adoption," NBER Working Papers 15346, National Bureau of Economic Research, Inc.
    14. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    15. Kaliba, Aloyce R.M. & Verkuijl, Hugo & Mwangi, Wilfred, 2000. "Factors Affecting Adoption of Improved Maize Seeds and Use of Inorganic Fertilizer for Maize Production in the Intermediate and Lowland Zones of Tanzania," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 32(1), pages 35-47, April.
    16. Richard Williams, 2006. "Generalized ordered logit/partial proportional odds models for ordinal dependent variables," Stata Journal, StataCorp LP, vol. 6(1), pages 58-82, March.
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    1. Groote, Hugo De & Omondi, Lumumba Brian, 2021. "Adoption of Improved Maize Varieties, Varietal Turn-over and Their Effect on Yield and Food Security - Evidence From Four Household Surveys Over 20 Years in Kenya," 2021 Conference, August 17-31, 2021, Virtual 315318, International Association of Agricultural Economists.

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    Keywords

    Consumer/Household Economics; Food Security and Poverty;

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