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Impact of agricultural commercialization on child nutrition in Ethiopia

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  • Haji, Jema

Abstract

Smallholder commercialization as nutrition-sensitive agricultural policy has been advocated by many researchers and policy makers though its effect on reducing child undernutrition remains inconclusive. Generalized Propensity Score model which allows for continuous treatments, capture selection bias and observed confounders was applied to estimate the causal relationship between smallholder crop commercialization levels and child undernutrition. Fixed effects model was used to control for the unobserved time-invariant confounders. Impact transmission channels were analyzed by looking at the role of income, gender and the possible substitution effects between the consumption of own-produced and purchased foods. Results provide strong evidence of heterogeneous child undernutritional impacts of smallholder commercialization. Estimates of the dose–response functions reveal that the average levels of underweight and wasting increase with lower and higher intensities of commercialization, but decreases with medium commercialization intensities, with the overall significant beneficial effects. On the other hand, the average level of stunting increases with lower and higher levels of commercialization, but declines with the medium commercialization doses with the overall effect remaining insignificant. Results also provide significant differentials in the estimated effects across time and space, commercialization doses, age, asset ownership and gender. Hence, regional, locational, infrastructural, temporal, gender and age sensitive policies need to be designed to increase smallholder farmers’ commercialization and reduce child undernutrition which is prevalent in the country.

Suggested Citation

  • Haji, Jema, 2022. "Impact of agricultural commercialization on child nutrition in Ethiopia," Food Policy, Elsevier, vol. 113(C).
  • Handle: RePEc:eee:jfpoli:v:113:y:2022:i:c:s0306919222000653
    DOI: 10.1016/j.foodpol.2022.102287
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    1. Wood, Benjamin & Nelson, Carl H. & Kilic, Talip & Murray, Siobhan, 2012. "Up in Smoke?: Agricultural Commercialization,Rising Food Prices and Stunting in Malawi," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 131261, International Association of Agricultural Economists.
    2. Kalle Hirvonen & John Hoddinott, 2017. "Agricultural production and children's diets: evidence from rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(4), pages 469-480, July.
    3. Fischer, Elisabeth & Qaim, Matin, 2012. "Gender, Agricultural Commercialization, and Collective Action in Kenya," GlobalFood Discussion Papers 121229, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    4. Kluve, Jochen & Schneider, Hilmar & Uhlendorff, Arne & Zhao, Zhong, 2007. "Evaluating Continuous Training Programs Using the Generalized Propensity Score," IZA Discussion Papers 3255, Institute of Labor Economics (IZA).
    5. Sylvester Ochieng Ogutu & Theda Gödecke & Matin Qaim, 2020. "Agricultural Commercialisation and Nutrition in Smallholder Farm Households," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(2), pages 534-555, June.
    6. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    7. Barbara Guardabascio & Marco Ventura, 2014. "Estimating the dose–response function through a generalized linear model approach," Stata Journal, StataCorp LP, vol. 14(1), pages 141-158, March.
    8. 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 LP, vol. 8(3), pages 354-373, September.
    9. Hoddinott, John & Haddad, Lawrence, 1995. "Does Female Income Share Influence Household Expenditures? Evidence from Cote d'Ivoire," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 77-96, February.
    10. Demeke, Leykun & Haji, Jemma, 2017. "Child Nutrition Outcomes of Market Participation of Smallholder Farmers in Central Ethiopia," MPRA Paper 77025, University Library of Munich, Germany.
    11. von Braun, Joachim & Kennedy, Eileen & Bouis, Howarth, 1990. "Commercialization of smallholder agriculture: Policy requirements for the malnourished poor," Food Policy, Elsevier, vol. 15(1), pages 82-85, February.
    12. Chege, Christine G.K. & Andersson, Camilla I.M. & Qaim, Matin, 2015. "Impacts of Supermarkets on Farm Household Nutrition in Kenya," World Development, Elsevier, vol. 72(C), pages 394-407.
    13. Fichera, Eleonora & Emsley, Richard & Sutton, Matt, 2016. "Is treatment “intensity” associated with healthier lifestyle choices? An application of the dose response function," Economics & Human Biology, Elsevier, vol. 23(C), pages 149-163.
    14. Gero Carletto & Marie Ruel & Paul Winters & Alberto Zezza, 2015. "Farm-Level Pathways to Improved Nutritional Status: Introduction to the Special Issue," Journal of Development Studies, Taylor & Francis Journals, vol. 51(8), pages 945-957, August.
    15. Prasnee Tipraqsa & Pepijn Schreinemachers, 2009. "Agricultural commercialization of Karen Hill tribes in northern Thailand," Agricultural Economics, International Association of Agricultural Economists, vol. 40(1), pages 43-53, January.
    16. Lenjiso, Birhanu Megersa & Smits, Jeroen & Ruben, Ruerd, 2016. "Smallholder milk market participation, dietary diversity and nutritional status among young children in Ethiopia," Journal of Gender, Agriculture and Food Security (Agri-Gender), Africa Centre for Gender, Social Research and Impact Assessment, vol. 1(2).
    17. Kuijpers, R., 2018. "The effect of agricultural commercialization on farm household dietary intake: evidence from Ethiopia, Bangladesh, and Rwanda," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277083, International Association of Agricultural Economists.
    18. Fischer, Elisabeth & Qaim, Matin, 2012. "Gender, Agricultural Commercialization, and Collective Action in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126659, International Association of Agricultural Economists.
    19. Carletto, Calogero & Corral, Paul & Guelfi, Anita, 2017. "Agricultural commercialization and nutrition revisited: Empirical evidence from three African countries," Food Policy, Elsevier, vol. 67(C), pages 106-118.
    20. Jochen Kluve & Hilmar Schneider & Arne Uhlendorff & Zhong Zhao, 2012. "Evaluating continuous training programmes by using the generalized propensity score," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(2), pages 587-617, April.
    21. Jochen Kluve & Hilmar Schneider & Arne Uhlendorff & Zhong Zhao, 2012. "Evaluating continuous training programmes by using the generalized propensity score," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(2), pages 587-617, April.
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