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An analysis of Maize Yield Response to Agrochemical Expenditure using the Generalized Propensity Score (GPS) matching approach

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  • Mahama, T.A.-K.
  • Maharjan, K.L.
  • Issahaku, Z.A.

Abstract

Agrochemical expenditure is an important component of recent farming activities following the decreasing soil fertility. Yet, many contemporary studies have not attempted an evaluation of the impact of this expenditure on crop yield. This study uses primary observational data of 299 rural farmers gathered through a simple random sampling technique in Ghana to determine the impact of agrochemical expenditure on maize yield. The analysis is based on the Generalised Propensity Score matching technique; a continuous treatment causal inference model with many of the attractive properties of the standard propensity score matching. The results of the analysis show that agrochemical expenditure has a positive impact on maize yield after a minimum threshold. We also found this marginal factor productivity to be increasing at a decreasing rate after the rate of increase attains a maximum. Thus, the relationship between agrochemical expenditure and maize yield is nonlinear and this nonlinearity seems to be largely explained by the expenditure on mineral fertiliser. Consequently, we recommend that input credit schemes of government should be guided by this returns to expenditure dynamics in deciding optimal support packages to farmers. Acknowledgement :

Suggested Citation

  • Mahama, T.A.-K. & Maharjan, K.L. & Issahaku, Z.A., 2018. "An analysis of Maize Yield Response to Agrochemical Expenditure using the Generalized Propensity Score (GPS) matching approach," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277072, International Association of Agricultural Economists.
  • Handle: RePEc:ags:iaae18:277072
    DOI: 10.22004/ag.econ.277072
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    1. Komarek, Adam M. & Drogue, Sophie & Chenoune, Roza & Hawkins, James & Msangi, Siwa & Belhouchette, Hatem & Flichman, Guillermo, 2017. "Agricultural household effects of fertilizer price changes for smallholder farmers in central Malawi," Agricultural Systems, Elsevier, vol. 154(C), pages 168-178.
    2. Benin, Samuel & Mogues, Tewodaj & Cudjoe, Godsway & Randriamamonjy, Josee, 2009. "Public expenditures and agricultural productivity growth in Ghana," 2009 Conference, August 16-22, 2009, Beijing, China 51634, International Association of Agricultural Economists.
    3. Serrano-Domingo, Guadalupe & Requena-Silvente, Francisco, 2013. "Re-examining the migration–trade link using province data: An application of the generalized propensity score," Economic Modelling, Elsevier, vol. 32(C), pages 247-261.
    4. Morris, Michael L. & Tripp, Robert & Dankyi, A.A., 1999. "Adoption and Impacts of Improved Maize Production Technology: A Case Study of the Ghana Grains Development Project," Economics Program Papers 48767, CIMMYT: International Maize and Wheat Improvement Center.
    5. Nguyen Huu Dung & Tran Chi Thien, 1999. "Impact of Agro-Chemical Use on Productivity and Health in Vietnam," EEPSEA Research Report rr1999011, Economy and Environment Program for Southeast Asia (EEPSEA), revised Jan 1999.
    6. Tomoya Matsumoto & Takashi Yamano, 2010. "The Impacts of Fertilizer Credit on Crop Production and Income in Ethiopia," GRIPS Discussion Papers 10-23, National Graduate Institute for Policy Studies.
    7. Michela Bia & Alessandra Mattei, 2008. "A Stata package for the estimation of the dose–response function through adjustment for the generalized propensity score," Stata Journal, StataCorp LLC, vol. 8(3), pages 354-373, September.
    8. Kazi Ahmed & Guiling Wang & Miao Yu & Jawoo Koo & Liangzhi You, 2015. "Potential impact of climate change on cereal crop yield in West Africa," Climatic Change, Springer, vol. 133(2), pages 321-334, November.
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